diff --git a/contrib/icu-cmake/CMakeLists.txt b/contrib/icu-cmake/CMakeLists.txt
index afaa189701d..5714fef8347 100644
--- a/contrib/icu-cmake/CMakeLists.txt
+++ b/contrib/icu-cmake/CMakeLists.txt
@@ -481,6 +481,11 @@ if (ARCH_S390X)
 else()
     set(ICUDATA_SOURCE_FILE "${ICUDATA_SOURCE_DIR}/icudt75l_dat.S" )
 endif()
+# ^^ you might be confused how for different little endian platforms (x86, ARM) the same assembly files can be used.
+# These files are indeed assembly but they only contain data ('.long' directive), which makes them portable accross CPUs.
+# Only the endianness and the character set (ASCII, EBCDIC) makes a difference, also see
+# https://unicode-org.github.io/icu/userguide/icu_data/#sharing-icu-data-between-platforms, 'Sharing ICU Data Between Platforms')
+# (and as an experiment, try re-generating the data files on x86 vs. ARM, ... you'll get exactly the same files)
 
 set(ICUDATA_SOURCES
     "${ICUDATA_SOURCE_FILE}"
diff --git a/docker/test/base/setup_export_logs.sh b/docker/test/base/setup_export_logs.sh
index e544397dd0c..a39f96867be 100755
--- a/docker/test/base/setup_export_logs.sh
+++ b/docker/test/base/setup_export_logs.sh
@@ -124,6 +124,8 @@ function setup_logs_replication
     check_logs_credentials || return 0
     __set_connection_args
 
+    echo "My hostname is ${HOSTNAME}"
+
     echo 'Create all configured system logs'
     clickhouse-client --query "SYSTEM FLUSH LOGS"
 
@@ -184,7 +186,17 @@ function setup_logs_replication
             /^TTL /d
             ')
 
-        echo -e "Creating remote destination table ${table}_${hash} with statement:\n${statement}" >&2
+        echo -e "Creating remote destination table ${table}_${hash} with statement:" >&2
+
+        echo "::group::${table}"
+        # there's the only way big "$statement" can be printed without causing EAGAIN error
+        # cat: write error: Resource temporarily unavailable
+        statement_print="${statement}"
+        if [ "${#statement_print}" -gt 4000 ]; then
+          statement_print="${statement::1999}\n…\n${statement:${#statement}-1999}"
+        fi
+        echo -e "$statement_print"
+        echo "::endgroup::"
 
         echo "$statement" | clickhouse-client --database_replicated_initial_query_timeout_sec=10 \
             --distributed_ddl_task_timeout=30 --distributed_ddl_output_mode=throw_only_active \
diff --git a/docs/en/engines/table-engines/integrations/azure-queue.md b/docs/en/engines/table-engines/integrations/azure-queue.md
new file mode 100644
index 00000000000..b5259336a8b
--- /dev/null
+++ b/docs/en/engines/table-engines/integrations/azure-queue.md
@@ -0,0 +1,72 @@
+---
+slug: /en/engines/table-engines/integrations/azure-queue
+sidebar_position: 181
+sidebar_label: AzureQueue
+---
+
+# AzureQueue Table Engine
+
+This engine provides an integration with [Azure Blob Storage](https://azure.microsoft.com/en-us/products/storage/blobs) ecosystem, allowing streaming data import.
+
+## Create Table {#creating-a-table}
+
+``` sql
+CREATE TABLE test (name String, value UInt32)
+    ENGINE = AzureQueue(...)
+    [SETTINGS]
+    [mode = '',]
+    [after_processing = 'keep',]
+    [keeper_path = '',]
+    ...
+```
+
+**Engine parameters**
+
+`AzureQueue` parameters are the same as `AzureBlobStorage` table engine supports. See parameters section [here](../../../engines/table-engines/integrations/azureBlobStorage.md).
+
+**Example**
+
+```sql
+CREATE TABLE azure_queue_engine_table (name String, value UInt32)
+ENGINE=AzureQueue('DefaultEndpointsProtocol=http;AccountName=devstoreaccount1;AccountKey=Eby8vdM02xNOcqFlqUwJPLlmEtlCDXJ1OUzFT50uSRZ6IFsuFq2UVErCz4I6tq/K1SZFPTOtr/KBHBeksoGMGw==;BlobEndpoint=http://azurite1:10000/devstoreaccount1/data/')
+SETTINGS
+    mode = 'unordered'
+```
+
+## Settings {#settings}
+
+The set of supported settings is the same as for `S3Queue` table engine, but without `s3queue_` prefix. See [full list of settings settings](../../../engines/table-engines/integrations/s3queue.md#settings).
+
+## Description {#description}
+
+`SELECT` is not particularly useful for streaming import (except for debugging), because each file can be imported only once. It is more practical to create real-time threads using [materialized views](../../../sql-reference/statements/create/view.md). To do this:
+
+1.  Use the engine to create a table for consuming from specified path in S3 and consider it a data stream.
+2.  Create a table with the desired structure.
+3.  Create a materialized view that converts data from the engine and puts it into a previously created table.
+
+When the `MATERIALIZED VIEW` joins the engine, it starts collecting data in the background.
+
+Example:
+
+``` sql
+  CREATE TABLE azure_queue_engine_table (name String, value UInt32)
+    ENGINE=AzureQueue('<endpoint>', 'CSV', 'gzip')
+    SETTINGS
+        mode = 'unordered';
+
+  CREATE TABLE stats (name String, value UInt32)
+    ENGINE = MergeTree() ORDER BY name;
+
+  CREATE MATERIALIZED VIEW consumer TO stats
+    AS SELECT name, value FROM azure_queue_engine_table;
+
+  SELECT * FROM stats ORDER BY name;
+```
+
+## Virtual columns {#virtual-columns}
+
+- `_path` — Path to the file.
+- `_file` — Name of the file.
+
+For more information about virtual columns see [here](../../../engines/table-engines/index.md#table_engines-virtual_columns).
diff --git a/docs/en/engines/table-engines/integrations/s3.md b/docs/en/engines/table-engines/integrations/s3.md
index 48a08dfa499..f02d0563491 100644
--- a/docs/en/engines/table-engines/integrations/s3.md
+++ b/docs/en/engines/table-engines/integrations/s3.md
@@ -35,7 +35,7 @@ CREATE TABLE s3_engine_table (name String, value UInt32)
     [SETTINGS ...]
 ```
 
-### Engine parameters
+### Engine parameters {#parameters}
 
 - `path` — Bucket url with path to file. Supports following wildcards in readonly mode: `*`, `**`, `?`, `{abc,def}` and `{N..M}` where `N`, `M` — numbers, `'abc'`, `'def'` — strings. For more information see [below](#wildcards-in-path).
 - `NOSIGN` - If this keyword is provided in place of credentials, all the requests will not be signed.
diff --git a/docs/en/engines/table-engines/integrations/s3queue.md b/docs/en/engines/table-engines/integrations/s3queue.md
index 06325fa15fb..f1957cfe1ce 100644
--- a/docs/en/engines/table-engines/integrations/s3queue.md
+++ b/docs/en/engines/table-engines/integrations/s3queue.md
@@ -5,6 +5,7 @@ sidebar_label: S3Queue
 ---
 
 # S3Queue Table Engine
+
 This engine provides integration with [Amazon S3](https://aws.amazon.com/s3/) ecosystem and allows streaming import. This engine is similar to the [Kafka](../../../engines/table-engines/integrations/kafka.md), [RabbitMQ](../../../engines/table-engines/integrations/rabbitmq.md) engines, but provides S3-specific features.
 
 ## Create Table {#creating-a-table}
@@ -16,27 +17,25 @@ CREATE TABLE s3_queue_engine_table (name String, value UInt32)
     [mode = '',]
     [after_processing = 'keep',]
     [keeper_path = '',]
-    [s3queue_loading_retries = 0,]
-    [s3queue_processing_threads_num = 1,]
-    [s3queue_enable_logging_to_s3queue_log = 0,]
-    [s3queue_polling_min_timeout_ms = 1000,]
-    [s3queue_polling_max_timeout_ms = 10000,]
-    [s3queue_polling_backoff_ms = 0,]
-    [s3queue_tracked_file_ttl_sec = 0,]
-    [s3queue_tracked_files_limit = 1000,]
-    [s3queue_cleanup_interval_min_ms = 10000,]
-    [s3queue_cleanup_interval_max_ms = 30000,]
+    [loading_retries = 0,]
+    [processing_threads_num = 1,]
+    [enable_logging_to_s3queue_log = 0,]
+    [polling_min_timeout_ms = 1000,]
+    [polling_max_timeout_ms = 10000,]
+    [polling_backoff_ms = 0,]
+    [tracked_file_ttl_sec = 0,]
+    [tracked_files_limit = 1000,]
+    [cleanup_interval_min_ms = 10000,]
+    [cleanup_interval_max_ms = 30000,]
 ```
 
-Starting with `24.7` settings without `s3queue_` prefix are also supported.
+:::warning
+Before `24.7`, it is required to use `s3queue_` prefix for all settings apart from `mode`, `after_processing` and `keeper_path`.
+:::
 
 **Engine parameters**
 
-- `path` — Bucket url with path to file. Supports following wildcards in readonly mode: `*`, `**`, `?`, `{abc,def}` and `{N..M}` where `N`, `M` — numbers, `'abc'`, `'def'` — strings. For more information see [below](#wildcards-in-path).
-- `NOSIGN` - If this keyword is provided in place of credentials, all the requests will not be signed.
-- `format` — The [format](../../../interfaces/formats.md#formats) of the file.
-- `aws_access_key_id`, `aws_secret_access_key` - Long-term credentials for the [AWS](https://aws.amazon.com/) account user.  You can use these to authenticate your requests. Parameter is optional. If credentials are not specified, they are used from the configuration file. For more information see [Using S3 for Data Storage](../mergetree-family/mergetree.md#table_engine-mergetree-s3).
-- `compression` — Compression type. Supported values: `none`, `gzip/gz`, `brotli/br`, `xz/LZMA`, `zstd/zst`. Parameter is optional. By default, it will autodetect compression by file extension.
+`S3Queue` parameters are the same as `S3` table engine supports. See parameters section [here](../../../engines/table-engines/integrations/s3.md#parameters).
 
 **Example**
 
diff --git a/programs/keeper/Keeper.cpp b/programs/keeper/Keeper.cpp
index ced661d9772..3007df60765 100644
--- a/programs/keeper/Keeper.cpp
+++ b/programs/keeper/Keeper.cpp
@@ -11,6 +11,7 @@
 #include <Core/ServerUUID.h>
 #include <Common/logger_useful.h>
 #include <Common/CgroupsMemoryUsageObserver.h>
+#include <Common/MemoryWorker.h>
 #include <Common/ErrorHandlers.h>
 #include <Common/assertProcessUserMatchesDataOwner.h>
 #include <Common/makeSocketAddress.h>
@@ -384,6 +385,9 @@ try
         LOG_INFO(log, "Background threads finished in {} ms", watch.elapsedMilliseconds());
     });
 
+    MemoryWorker memory_worker(config().getUInt64("memory_worker_period_ms", 0));
+    memory_worker.start();
+
     static ServerErrorHandler error_handler;
     Poco::ErrorHandler::set(&error_handler);
 
@@ -425,8 +429,9 @@ try
             for (const auto & server : *servers)
                 metrics.emplace_back(ProtocolServerMetrics{server.getPortName(), server.currentThreads(), server.refusedConnections()});
             return metrics;
-        }
-    );
+        },
+        /*update_jemalloc_epoch_=*/memory_worker.getSource() != MemoryWorker::MemoryUsageSource::Jemalloc,
+        /*update_rss_=*/memory_worker.getSource() == MemoryWorker::MemoryUsageSource::None);
 
     std::vector<std::string> listen_hosts = DB::getMultipleValuesFromConfig(config(), "", "listen_host");
 
@@ -655,7 +660,6 @@ try
     GWPAsan::initFinished();
 #endif
 
-
     LOG_INFO(log, "Ready for connections.");
 
     waitForTerminationRequest();
diff --git a/programs/server/Server.cpp b/programs/server/Server.cpp
index fb5717ba33f..c69d822e383 100644
--- a/programs/server/Server.cpp
+++ b/programs/server/Server.cpp
@@ -11,7 +11,6 @@
 #include <Poco/Util/HelpFormatter.h>
 #include <Poco/Environment.h>
 #include <Poco/Config.h>
-#include <Common/Jemalloc.h>
 #include <Common/scope_guard_safe.h>
 #include <Common/logger_useful.h>
 #include <base/phdr_cache.h>
@@ -25,6 +24,7 @@
 #include <base/Numa.h>
 #include <Common/PoolId.h>
 #include <Common/MemoryTracker.h>
+#include <Common/MemoryWorker.h>
 #include <Common/ClickHouseRevision.h>
 #include <Common/DNSResolver.h>
 #include <Common/CgroupsMemoryUsageObserver.h>
@@ -111,6 +111,8 @@
 #include <filesystem>
 #include <unordered_set>
 
+#include <Common/Jemalloc.h>
+
 #include "config.h"
 #include <Common/config_version.h>
 
@@ -449,9 +451,12 @@ void checkForUsersNotInMainConfig(
     }
 }
 
+namespace
+{
+
 /// Unused in other builds
 #if defined(OS_LINUX)
-static String readLine(const String & path)
+String readLine(const String & path)
 {
     ReadBufferFromFile in(path);
     String contents;
@@ -459,7 +464,7 @@ static String readLine(const String & path)
     return contents;
 }
 
-static int readNumber(const String & path)
+int readNumber(const String & path)
 {
     ReadBufferFromFile in(path);
     int result;
@@ -469,7 +474,7 @@ static int readNumber(const String & path)
 
 #endif
 
-static void sanityChecks(Server & server)
+void sanityChecks(Server & server)
 {
     std::string data_path = getCanonicalPath(server.config().getString("path", DBMS_DEFAULT_PATH));
     std::string logs_path = server.config().getString("logger.log", "");
@@ -590,6 +595,8 @@ static void sanityChecks(Server & server)
     }
 }
 
+}
+
 void loadStartupScripts(const Poco::Util::AbstractConfiguration & config, ContextMutablePtr context, Poco::Logger * log)
 {
     try
@@ -906,6 +913,8 @@ try
         LOG_INFO(log, "Background threads finished in {} ms", watch.elapsedMilliseconds());
     });
 
+    MemoryWorker memory_worker(global_context->getServerSettings().memory_worker_period_ms);
+
     /// This object will periodically calculate some metrics.
     ServerAsynchronousMetrics async_metrics(
         global_context,
@@ -924,8 +933,9 @@ try
             for (const auto & server : servers)
                 metrics.emplace_back(ProtocolServerMetrics{server.getPortName(), server.currentThreads(), server.refusedConnections()});
             return metrics;
-        }
-    );
+        },
+        /*update_jemalloc_epoch_=*/memory_worker.getSource() != MemoryWorker::MemoryUsageSource::Jemalloc,
+        /*update_rss_=*/memory_worker.getSource() == MemoryWorker::MemoryUsageSource::None);
 
     /// NOTE: global context should be destroyed *before* GlobalThreadPool::shutdown()
     /// Otherwise GlobalThreadPool::shutdown() will hang, since Context holds some threads.
@@ -1204,6 +1214,8 @@ try
 
     FailPointInjection::enableFromGlobalConfig(config());
 
+    memory_worker.start();
+
     int default_oom_score = 0;
 
 #if !defined(NDEBUG)
@@ -1547,15 +1559,6 @@ try
             total_memory_tracker.setDescription("(total)");
             total_memory_tracker.setMetric(CurrentMetrics::MemoryTracking);
 
-            if (cgroups_memory_usage_observer)
-            {
-                double hard_limit_ratio = new_server_settings.cgroup_memory_watcher_hard_limit_ratio;
-                double soft_limit_ratio = new_server_settings.cgroup_memory_watcher_soft_limit_ratio;
-                cgroups_memory_usage_observer->setMemoryUsageLimits(
-                    static_cast<uint64_t>(max_server_memory_usage * hard_limit_ratio),
-                    static_cast<uint64_t>(max_server_memory_usage * soft_limit_ratio));
-            }
-
             size_t merges_mutations_memory_usage_soft_limit = new_server_settings.merges_mutations_memory_usage_soft_limit;
 
             size_t default_merges_mutations_server_memory_usage = static_cast<size_t>(current_physical_server_memory * new_server_settings.merges_mutations_memory_usage_to_ram_ratio);
@@ -1584,8 +1587,6 @@ try
             background_memory_tracker.setDescription("(background)");
             background_memory_tracker.setMetric(CurrentMetrics::MergesMutationsMemoryTracking);
 
-            total_memory_tracker.setAllowUseJemallocMemory(new_server_settings.allow_use_jemalloc_memory);
-
             auto * global_overcommit_tracker = global_context->getGlobalOvercommitTracker();
             total_memory_tracker.setOvercommitTracker(global_overcommit_tracker);
 
diff --git a/src/AggregateFunctions/AggregateFunctionGroupConcat.cpp b/src/AggregateFunctions/AggregateFunctionGroupConcat.cpp
index 636ac80e350..8fb0b645096 100644
--- a/src/AggregateFunctions/AggregateFunctionGroupConcat.cpp
+++ b/src/AggregateFunctions/AggregateFunctionGroupConcat.cpp
@@ -116,15 +116,17 @@ class GroupConcatImpl final
     SerializationPtr serialization;
     UInt64 limit;
     const String delimiter;
+    const DataTypePtr type;
 
 public:
     GroupConcatImpl(const DataTypePtr & data_type_, const Array & parameters_, UInt64 limit_, const String & delimiter_)
         : IAggregateFunctionDataHelper<GroupConcatData<has_limit>, GroupConcatImpl<has_limit>>(
             {data_type_}, parameters_, std::make_shared<DataTypeString>())
-        , serialization(this->argument_types[0]->getDefaultSerialization())
         , limit(limit_)
         , delimiter(delimiter_)
+        , type(data_type_)
     {
+        serialization = isFixedString(type) ? std::make_shared<DataTypeString>()->getDefaultSerialization() : this->argument_types[0]->getDefaultSerialization();
     }
 
     String getName() const override { return name; }
@@ -140,7 +142,14 @@ public:
         if (cur_data.data_size != 0)
             cur_data.insertChar(delimiter.c_str(), delimiter.size(), arena);
 
-        cur_data.insert(columns[0], serialization, row_num, arena);
+        if (isFixedString(type))
+        {
+            ColumnWithTypeAndName col = {columns[0]->getPtr(), type, "column"};
+            const auto & col_str = castColumn(col, std::make_shared<DataTypeString>());
+            cur_data.insert(col_str.get(), serialization, row_num, arena);
+        }
+        else
+            cur_data.insert(columns[0], serialization, row_num, arena);
     }
 
     void merge(AggregateDataPtr __restrict place, ConstAggregateDataPtr rhs, Arena * arena) const override
diff --git a/src/CMakeLists.txt b/src/CMakeLists.txt
index 1889bba3b39..f0410eee9fe 100644
--- a/src/CMakeLists.txt
+++ b/src/CMakeLists.txt
@@ -176,7 +176,7 @@ add_library (clickhouse_new_delete STATIC Common/new_delete.cpp)
 target_link_libraries (clickhouse_new_delete PRIVATE clickhouse_common_io)
 if (TARGET ch_contrib::jemalloc)
     target_link_libraries (clickhouse_new_delete PRIVATE ch_contrib::jemalloc)
-    target_link_libraries (clickhouse_common_io PRIVATE ch_contrib::jemalloc)
+    target_link_libraries (clickhouse_common_io PUBLIC ch_contrib::jemalloc)
     target_link_libraries (clickhouse_storages_system PRIVATE ch_contrib::jemalloc)
 endif()
 
diff --git a/src/Common/AsynchronousMetrics.cpp b/src/Common/AsynchronousMetrics.cpp
index 9b6a7428411..a92d321f8aa 100644
--- a/src/Common/AsynchronousMetrics.cpp
+++ b/src/Common/AsynchronousMetrics.cpp
@@ -1,5 +1,3 @@
-#include <Common/AsynchronousMetrics.h>
-
 #include <IO/MMappedFileCache.h>
 #include <IO/ReadHelpers.h>
 #include <IO/UncompressedCache.h>
@@ -8,8 +6,10 @@
 #include <base/find_symbols.h>
 #include <base/getPageSize.h>
 #include <sys/resource.h>
+#include <Common/AsynchronousMetrics.h>
 #include <Common/CurrentMetrics.h>
 #include <Common/Exception.h>
+#include <Common/Jemalloc.h>
 #include <Common/filesystemHelpers.h>
 #include <Common/formatReadable.h>
 #include <Common/logger_useful.h>
@@ -69,10 +69,14 @@ static void openCgroupv2MetricFile(const std::string & filename, std::optional<R
 
 AsynchronousMetrics::AsynchronousMetrics(
     unsigned update_period_seconds,
-    const ProtocolServerMetricsFunc & protocol_server_metrics_func_)
+    const ProtocolServerMetricsFunc & protocol_server_metrics_func_,
+    bool update_jemalloc_epoch_,
+    bool update_rss_)
     : update_period(update_period_seconds)
     , log(getLogger("AsynchronousMetrics"))
     , protocol_server_metrics_func(protocol_server_metrics_func_)
+    , update_jemalloc_epoch(update_jemalloc_epoch_)
+    , update_rss(update_rss_)
 {
 #if defined(OS_LINUX)
     openFileIfExists("/proc/cpuinfo", cpuinfo);
@@ -411,9 +415,7 @@ Value saveJemallocMetricImpl(
     const std::string & jemalloc_full_name,
     const std::string & clickhouse_full_name)
 {
-    Value value{};
-    size_t size = sizeof(value);
-    mallctl(jemalloc_full_name.c_str(), &value, &size, nullptr, 0);
+    auto value = getJemallocValue<Value>(jemalloc_full_name.c_str());
     values[clickhouse_full_name] = AsynchronousMetricValue(value, "An internal metric of the low-level memory allocator (jemalloc). See https://jemalloc.net/jemalloc.3.html");
     return value;
 }
@@ -768,8 +770,11 @@ void AsynchronousMetrics::update(TimePoint update_time, bool force_update)
     // 'epoch' is a special mallctl -- it updates the statistics. Without it, all
     // the following calls will return stale values. It increments and returns
     // the current epoch number, which might be useful to log as a sanity check.
-    auto epoch = updateJemallocEpoch();
-    new_values["jemalloc.epoch"] = { epoch, "An internal incremental update number of the statistics of jemalloc (Jason Evans' memory allocator), used in all other `jemalloc` metrics." };
+    auto epoch = update_jemalloc_epoch ? updateJemallocEpoch() : getJemallocValue<uint64_t>("epoch");
+    new_values["jemalloc.epoch"]
+        = {epoch,
+           "An internal incremental update number of the statistics of jemalloc (Jason Evans' memory allocator), used in all other "
+           "`jemalloc` metrics."};
 
     // Collect the statistics themselves.
     saveJemallocMetric<size_t>(new_values, "allocated");
@@ -782,10 +787,10 @@ void AsynchronousMetrics::update(TimePoint update_time, bool force_update)
     saveJemallocMetric<size_t>(new_values, "background_thread.num_threads");
     saveJemallocMetric<uint64_t>(new_values, "background_thread.num_runs");
     saveJemallocMetric<uint64_t>(new_values, "background_thread.run_intervals");
-    saveJemallocProf<size_t>(new_values, "active");
+    saveJemallocProf<bool>(new_values, "active");
     saveAllArenasMetric<size_t>(new_values, "pactive");
-    [[maybe_unused]] size_t je_malloc_pdirty = saveAllArenasMetric<size_t>(new_values, "pdirty");
-    [[maybe_unused]] size_t je_malloc_pmuzzy = saveAllArenasMetric<size_t>(new_values, "pmuzzy");
+    saveAllArenasMetric<size_t>(new_values, "pdirty");
+    saveAllArenasMetric<size_t>(new_values, "pmuzzy");
     saveAllArenasMetric<size_t>(new_values, "dirty_purged");
     saveAllArenasMetric<size_t>(new_values, "muzzy_purged");
 #endif
@@ -814,41 +819,8 @@ void AsynchronousMetrics::update(TimePoint update_time, bool force_update)
             " It is unspecified whether it includes the per-thread stacks and most of the allocated memory, that is allocated with the 'mmap' system call."
             " This metric exists only for completeness reasons. I recommend to use the `MemoryResident` metric for monitoring."};
 
-        /// We must update the value of total_memory_tracker periodically.
-        /// Otherwise it might be calculated incorrectly - it can include a "drift" of memory amount.
-        /// See https://github.com/ClickHouse/ClickHouse/issues/10293
-        {
-            Int64 amount = total_memory_tracker.get();
-            Int64 peak = total_memory_tracker.getPeak();
-            Int64 rss = data.resident;
-            Int64 free_memory_in_allocator_arenas = 0;
-
-#if USE_JEMALLOC
-            /// According to jemalloc man, pdirty is:
-            ///
-            ///     Number of pages within unused extents that are potentially
-            ///     dirty, and for which madvise() or similar has not been called.
-            ///
-            /// So they will be subtracted from RSS to make accounting more
-            /// accurate, since those pages are not really RSS but a memory
-            /// that can be used at anytime via jemalloc.
-            free_memory_in_allocator_arenas = je_malloc_pdirty * getPageSize();
-#endif
-
-            Int64 difference = rss - amount;
-
-            /// Log only if difference is high. This is for convenience. The threshold is arbitrary.
-            if (difference >= 1048576 || difference <= -1048576)
-                LOG_TRACE(log,
-                    "MemoryTracking: was {}, peak {}, free memory in arenas {}, will set to {} (RSS), difference: {}",
-                    ReadableSize(amount),
-                    ReadableSize(peak),
-                    ReadableSize(free_memory_in_allocator_arenas),
-                    ReadableSize(rss),
-                    ReadableSize(difference));
-
-            MemoryTracker::setRSS(rss, free_memory_in_allocator_arenas);
-        }
+        if (update_rss)
+            MemoryTracker::updateRSS(data.resident);
     }
 
     {
diff --git a/src/Common/AsynchronousMetrics.h b/src/Common/AsynchronousMetrics.h
index 78d07ef4b6c..215dc6e1337 100644
--- a/src/Common/AsynchronousMetrics.h
+++ b/src/Common/AsynchronousMetrics.h
@@ -1,15 +1,14 @@
 #pragma once
 
+#include <Common/CgroupsMemoryUsageObserver.h>
 #include <Common/MemoryStatisticsOS.h>
 #include <Common/ThreadPool.h>
 #include <Common/Stopwatch.h>
 #include <IO/ReadBufferFromFile.h>
 
 #include <condition_variable>
-#include <map>
 #include <mutex>
 #include <string>
-#include <thread>
 #include <vector>
 #include <optional>
 #include <unordered_map>
@@ -69,7 +68,9 @@ public:
 
     AsynchronousMetrics(
         unsigned update_period_seconds,
-        const ProtocolServerMetricsFunc & protocol_server_metrics_func_);
+        const ProtocolServerMetricsFunc & protocol_server_metrics_func_,
+        bool update_jemalloc_epoch_,
+        bool update_rss_);
 
     virtual ~AsynchronousMetrics();
 
@@ -112,6 +113,9 @@ private:
     MemoryStatisticsOS memory_stat TSA_GUARDED_BY(data_mutex);
 #endif
 
+    [[maybe_unused]] const bool update_jemalloc_epoch;
+    [[maybe_unused]] const bool update_rss;
+
 #if defined(OS_LINUX)
     std::optional<ReadBufferFromFilePRead> meminfo TSA_GUARDED_BY(data_mutex);
     std::optional<ReadBufferFromFilePRead> loadavg TSA_GUARDED_BY(data_mutex);
diff --git a/src/Common/CgroupsMemoryUsageObserver.cpp b/src/Common/CgroupsMemoryUsageObserver.cpp
index 83b04360164..28bb861865a 100644
--- a/src/Common/CgroupsMemoryUsageObserver.cpp
+++ b/src/Common/CgroupsMemoryUsageObserver.cpp
@@ -14,239 +14,21 @@
 #include <fmt/ranges.h>
 
 #include <cstdint>
-#include <filesystem>
-#include <memory>
-#include <optional>
-
-#include "config.h"
-#if USE_JEMALLOC
-#    include <jemalloc/jemalloc.h>
-#define STRINGIFY_HELPER(x) #x
-#define STRINGIFY(x) STRINGIFY_HELPER(x)
-#endif
 
 using namespace DB;
-namespace fs = std::filesystem;
-
-namespace DB
-{
-
-namespace ErrorCodes
-{
-extern const int FILE_DOESNT_EXIST;
-extern const int INCORRECT_DATA;
-}
-
-}
-
-namespace
-{
-
-/// Format is
-///   kernel 5
-///   rss 15
-///   [...]
-using Metrics = std::map<std::string, uint64_t>;
-
-Metrics readAllMetricsFromStatFile(ReadBufferFromFile & buf)
-{
-    Metrics metrics;
-    while (!buf.eof())
-    {
-        std::string current_key;
-        readStringUntilWhitespace(current_key, buf);
-
-        assertChar(' ', buf);
-
-        uint64_t value = 0;
-        readIntText(value, buf);
-        assertChar('\n', buf);
-
-        auto [_, inserted] = metrics.emplace(std::move(current_key), value);
-        chassert(inserted, "Duplicate keys in stat file");
-    }
-    return metrics;
-}
-
-uint64_t readMetricFromStatFile(ReadBufferFromFile & buf, const std::string & key)
-{
-    const auto all_metrics = readAllMetricsFromStatFile(buf);
-    if (const auto it = all_metrics.find(key); it != all_metrics.end())
-        return it->second;
-    throw Exception(ErrorCodes::INCORRECT_DATA, "Cannot find '{}' in '{}'", key, buf.getFileName());
-}
-
-struct CgroupsV1Reader : ICgroupsReader
-{
-    explicit CgroupsV1Reader(const fs::path & stat_file_dir) : buf(stat_file_dir / "memory.stat") { }
-
-    uint64_t readMemoryUsage() override
-    {
-        std::lock_guard lock(mutex);
-        buf.rewind();
-        return readMetricFromStatFile(buf, "rss");
-    }
-
-    std::string dumpAllStats() override
-    {
-        std::lock_guard lock(mutex);
-        buf.rewind();
-        return fmt::format("{}", readAllMetricsFromStatFile(buf));
-    }
-
-private:
-    std::mutex mutex;
-    ReadBufferFromFile buf TSA_GUARDED_BY(mutex);
-};
-
-struct CgroupsV2Reader : ICgroupsReader
-{
-    explicit CgroupsV2Reader(const fs::path & stat_file_dir)
-        : current_buf(stat_file_dir / "memory.current"), stat_buf(stat_file_dir / "memory.stat")
-    {
-    }
-
-    uint64_t readMemoryUsage() override
-    {
-        std::lock_guard lock(mutex);
-        current_buf.rewind();
-        stat_buf.rewind();
-
-        int64_t mem_usage = 0;
-        /// memory.current contains a single number
-        /// the reason why we subtract it described here: https://github.com/ClickHouse/ClickHouse/issues/64652#issuecomment-2149630667
-        readIntText(mem_usage, current_buf);
-        mem_usage -= readMetricFromStatFile(stat_buf, "inactive_file");
-        chassert(mem_usage >= 0, "Negative memory usage");
-        return mem_usage;
-    }
-
-    std::string dumpAllStats() override
-    {
-        std::lock_guard lock(mutex);
-        stat_buf.rewind();
-        return fmt::format("{}", readAllMetricsFromStatFile(stat_buf));
-    }
-
-private:
-    std::mutex mutex;
-    ReadBufferFromFile current_buf TSA_GUARDED_BY(mutex);
-    ReadBufferFromFile stat_buf TSA_GUARDED_BY(mutex);
-};
-
-/// Caveats:
-/// - All of the logic in this file assumes that the current process is the only process in the
-///   containing cgroup (or more precisely: the only process with significant memory consumption).
-///   If this is not the case, then other processe's memory consumption may affect the internal
-///   memory tracker ...
-/// - Cgroups v1 and v2 allow nested cgroup hierarchies. As v1 is deprecated for over half a
-///   decade and will go away at some point, hierarchical detection is only implemented for v2.
-/// - I did not test what happens if a host has v1 and v2 simultaneously enabled. I believe such
-///   systems existed only for a short transition period.
-
-std::optional<std::string> getCgroupsV1Path()
-{
-    auto path = default_cgroups_mount / "memory/memory.stat";
-    if (!fs::exists(path))
-        return {};
-    return {default_cgroups_mount / "memory"};
-}
-
-std::pair<std::string, CgroupsMemoryUsageObserver::CgroupsVersion> getCgroupsPath()
-{
-    auto v2_path = getCgroupsV2PathContainingFile("memory.current");
-    if (v2_path.has_value())
-        return {*v2_path, CgroupsMemoryUsageObserver::CgroupsVersion::V2};
-
-    auto v1_path = getCgroupsV1Path();
-    if (v1_path.has_value())
-        return {*v1_path, CgroupsMemoryUsageObserver::CgroupsVersion::V1};
-
-    throw Exception(ErrorCodes::FILE_DOESNT_EXIST, "Cannot find cgroups v1 or v2 current memory file");
-}
-
-}
 
 namespace DB
 {
 
 CgroupsMemoryUsageObserver::CgroupsMemoryUsageObserver(std::chrono::seconds wait_time_)
     : log(getLogger("CgroupsMemoryUsageObserver")), wait_time(wait_time_)
-{
-    const auto [cgroup_path, version] = getCgroupsPath();
-
-    cgroup_reader = createCgroupsReader(version, cgroup_path);
-
-    LOG_INFO(
-        log,
-        "Will read the current memory usage from '{}' (cgroups version: {}), wait time is {} sec",
-        cgroup_path,
-        (version == CgroupsVersion::V1) ? "v1" : "v2",
-        wait_time.count());
-}
+{}
 
 CgroupsMemoryUsageObserver::~CgroupsMemoryUsageObserver()
 {
     stopThread();
 }
 
-void CgroupsMemoryUsageObserver::setMemoryUsageLimits(uint64_t hard_limit_, uint64_t soft_limit_)
-{
-    std::lock_guard<std::mutex> limit_lock(limit_mutex);
-
-    if (hard_limit_ == hard_limit && soft_limit_ == soft_limit)
-        return;
-
-    hard_limit = hard_limit_;
-    soft_limit = soft_limit_;
-
-    on_hard_limit = [this, hard_limit_](bool up)
-    {
-        if (up)
-        {
-            LOG_WARNING(log, "Exceeded hard memory limit ({})", ReadableSize(hard_limit_));
-
-            /// Update current usage in memory tracker. Also reset free_memory_in_allocator_arenas to zero though we don't know if they are
-            /// really zero. Trying to avoid OOM ...
-            MemoryTracker::setRSS(hard_limit_, 0);
-        }
-        else
-        {
-            LOG_INFO(log, "Dropped below hard memory limit ({})", ReadableSize(hard_limit_));
-        }
-    };
-
-    on_soft_limit = [this, soft_limit_](bool up)
-    {
-        if (up)
-        {
-            LOG_WARNING(log, "Exceeded soft memory limit ({})", ReadableSize(soft_limit_));
-
-#    if USE_JEMALLOC
-            LOG_INFO(log, "Purging jemalloc arenas");
-            mallctl("arena." STRINGIFY(MALLCTL_ARENAS_ALL) ".purge", nullptr, nullptr, nullptr, 0);
-#    endif
-            /// Reset current usage in memory tracker. Expect zero for free_memory_in_allocator_arenas as we just purged them.
-            uint64_t memory_usage = cgroup_reader->readMemoryUsage();
-            LOG_TRACE(
-                log,
-                "Read current memory usage {} bytes ({}) from cgroups, full available stats: {}",
-                memory_usage,
-                ReadableSize(memory_usage),
-                cgroup_reader->dumpAllStats());
-            MemoryTracker::setRSS(memory_usage, 0);
-
-            LOG_INFO(log, "Purged jemalloc arenas. Current memory usage is {}", ReadableSize(memory_usage));
-        }
-        else
-        {
-            LOG_INFO(log, "Dropped below soft memory limit ({})", ReadableSize(soft_limit_));
-        }
-    };
-
-    LOG_INFO(log, "Set new limits, soft limit: {}, hard limit: {}", ReadableSize(soft_limit_), ReadableSize(hard_limit_));
-}
-
 void CgroupsMemoryUsageObserver::setOnMemoryAmountAvailableChangedFn(OnMemoryAmountAvailableChangedFn on_memory_amount_available_changed_)
 {
     std::lock_guard<std::mutex> memory_amount_available_changed_lock(memory_amount_available_changed_mutex);
@@ -300,35 +82,6 @@ void CgroupsMemoryUsageObserver::runThread()
                 std::lock_guard<std::mutex> memory_amount_available_changed_lock(memory_amount_available_changed_mutex);
                 on_memory_amount_available_changed();
             }
-
-            std::lock_guard<std::mutex> limit_lock(limit_mutex);
-            if (soft_limit > 0 && hard_limit > 0)
-            {
-                uint64_t memory_usage = cgroup_reader->readMemoryUsage();
-                LOG_TRACE(log, "Read current memory usage {} bytes ({}) from cgroups", memory_usage, ReadableSize(memory_usage));
-                if (memory_usage > hard_limit)
-                {
-                    if (last_memory_usage <= hard_limit)
-                        on_hard_limit(true);
-                }
-                else
-                {
-                    if (last_memory_usage > hard_limit)
-                        on_hard_limit(false);
-                }
-
-                if (memory_usage > soft_limit)
-                {
-                    if (last_memory_usage <= soft_limit)
-                        on_soft_limit(true);
-                }
-                else
-                {
-                    if (last_memory_usage > soft_limit)
-                        on_soft_limit(false);
-                }
-                last_memory_usage = memory_usage;
-            }
         }
         catch (...)
         {
@@ -337,13 +90,6 @@ void CgroupsMemoryUsageObserver::runThread()
     }
 }
 
-std::unique_ptr<ICgroupsReader> createCgroupsReader(CgroupsMemoryUsageObserver::CgroupsVersion version, const fs::path & cgroup_path)
-{
-    if (version == CgroupsMemoryUsageObserver::CgroupsVersion::V2)
-        return std::make_unique<CgroupsV2Reader>(cgroup_path);
-    else
-        return std::make_unique<CgroupsV1Reader>(cgroup_path);
-}
 }
 
 #endif
diff --git a/src/Common/CgroupsMemoryUsageObserver.h b/src/Common/CgroupsMemoryUsageObserver.h
index 7f888fe631b..3de83d6b437 100644
--- a/src/Common/CgroupsMemoryUsageObserver.h
+++ b/src/Common/CgroupsMemoryUsageObserver.h
@@ -3,53 +3,27 @@
 #include <Common/ThreadPool.h>
 
 #include <chrono>
-#include <memory>
 #include <mutex>
 
 namespace DB
 {
 
-struct ICgroupsReader
-{
-    virtual ~ICgroupsReader() = default;
-
-    virtual uint64_t readMemoryUsage() = 0;
-
-    virtual std::string dumpAllStats() = 0;
-};
-
-/// Does two things:
-/// 1. Periodically reads the memory usage of the process from Linux cgroups.
-///    You can specify soft or hard memory limits:
-///    - When the soft memory limit is hit, drop jemalloc cache.
-///    - When the hard memory limit is hit, update MemoryTracking metric to throw memory exceptions faster.
-///    The goal of this is to avoid that the process hits the maximum allowed memory limit at which there is a good
-///    chance that the Limux OOM killer terminates it. All of this is done is because internal memory tracking in
-///    ClickHouse can unfortunately under-estimate the actually used memory.
-/// 2. Periodically reads the the maximum memory available to the process (which can change due to cgroups settings).
-///    You can specify a callback to react on changes. The callback typically reloads the configuration, i.e. Server
-///    or Keeper configuration file. This reloads settings 'max_server_memory_usage' (Server) and 'max_memory_usage_soft_limit'
-///    (Keeper) from which various other internal limits are calculated, including the soft and hard limits for (1.).
-///    The goal of this is to provide elasticity when the container is scaled-up/scaled-down. The mechanism (polling
-///    cgroups) is quite implicit, unfortunately there is currently no better way to communicate memory threshold changes
-///    to the database.
+///  Periodically reads the the maximum memory available to the process (which can change due to cgroups settings).
+///  You can specify a callback to react on changes. The callback typically reloads the configuration, i.e. Server
+///  or Keeper configuration file. This reloads settings 'max_server_memory_usage' (Server) and 'max_memory_usage_soft_limit'
+///  (Keeper) from which various other internal limits are calculated, including the soft and hard limits for (1.).
+///  The goal of this is to provide elasticity when the container is scaled-up/scaled-down. The mechanism (polling
+///  cgroups) is quite implicit, unfortunately there is currently no better way to communicate memory threshold changes
+///  to the database.
 #if defined(OS_LINUX)
 class CgroupsMemoryUsageObserver
 {
 public:
-    using OnMemoryLimitFn = std::function<void(bool)>;
     using OnMemoryAmountAvailableChangedFn = std::function<void()>;
 
-    enum class CgroupsVersion : uint8_t
-    {
-        V1,
-        V2
-    };
-
     explicit CgroupsMemoryUsageObserver(std::chrono::seconds wait_time_);
     ~CgroupsMemoryUsageObserver();
 
-    void setMemoryUsageLimits(uint64_t hard_limit_, uint64_t soft_limit_);
     void setOnMemoryAmountAvailableChangedFn(OnMemoryAmountAvailableChangedFn on_memory_amount_available_changed_);
 
     void startThread();
@@ -60,32 +34,22 @@ private:
     const std::chrono::seconds wait_time;
 
     std::mutex limit_mutex;
-    size_t hard_limit TSA_GUARDED_BY(limit_mutex) = 0;
-    size_t soft_limit TSA_GUARDED_BY(limit_mutex) = 0;
-    OnMemoryLimitFn on_hard_limit TSA_GUARDED_BY(limit_mutex);
-    OnMemoryLimitFn on_soft_limit TSA_GUARDED_BY(limit_mutex);
 
     std::mutex memory_amount_available_changed_mutex;
     OnMemoryAmountAvailableChangedFn on_memory_amount_available_changed TSA_GUARDED_BY(memory_amount_available_changed_mutex);
 
-    uint64_t last_memory_usage = 0;        /// how much memory does the process use
     uint64_t last_available_memory_amount; /// how much memory can the process use
 
     void stopThread();
 
     void runThread();
 
-    std::unique_ptr<ICgroupsReader> cgroup_reader;
-
     std::mutex thread_mutex;
     std::condition_variable cond;
     ThreadFromGlobalPool thread;
     bool quit = false;
 };
 
-std::unique_ptr<ICgroupsReader>
-createCgroupsReader(CgroupsMemoryUsageObserver::CgroupsVersion version, const std::filesystem::path & cgroup_path);
-
 #else
 class CgroupsMemoryUsageObserver
 {
diff --git a/src/Common/Jemalloc.cpp b/src/Common/Jemalloc.cpp
index d7cc246db6a..d8ff9268cca 100644
--- a/src/Common/Jemalloc.cpp
+++ b/src/Common/Jemalloc.cpp
@@ -5,7 +5,6 @@
 #include <Common/Exception.h>
 #include <Common/Stopwatch.h>
 #include <Common/logger_useful.h>
-#include <jemalloc/jemalloc.h>
 
 #define STRINGIFY_HELPER(x) #x
 #define STRINGIFY(x) STRINGIFY_HELPER(x)
@@ -26,7 +25,6 @@ namespace ErrorCodes
 
 void purgeJemallocArenas()
 {
-    LOG_TRACE(getLogger("SystemJemalloc"), "Purging unused memory");
     Stopwatch watch;
     mallctl("arena." STRINGIFY(MALLCTL_ARENAS_ALL) ".purge", nullptr, nullptr, nullptr, 0);
     ProfileEvents::increment(ProfileEvents::MemoryAllocatorPurge);
@@ -46,20 +44,6 @@ void checkJemallocProfilingEnabled()
             "set: MALLOC_CONF=background_thread:true,prof:true");
 }
 
-template <typename T>
-void setJemallocValue(const char * name, T value)
-{
-    T old_value;
-    size_t old_value_size = sizeof(T);
-    if (mallctl(name, &old_value, &old_value_size, reinterpret_cast<void*>(&value), sizeof(T)))
-    {
-        LOG_WARNING(getLogger("Jemalloc"), "mallctl for {} failed", name);
-        return;
-    }
-
-    LOG_INFO(getLogger("Jemalloc"), "Value for {} set to {} (from {})", name, value, old_value);
-}
-
 void setJemallocProfileActive(bool value)
 {
     checkJemallocProfilingEnabled();
diff --git a/src/Common/Jemalloc.h b/src/Common/Jemalloc.h
index 499a906fd3d..22a94a44eba 100644
--- a/src/Common/Jemalloc.h
+++ b/src/Common/Jemalloc.h
@@ -5,6 +5,8 @@
 #if USE_JEMALLOC
 
 #include <string>
+#include <Common/logger_useful.h>
+#include <jemalloc/jemalloc.h>
 
 namespace DB
 {
@@ -21,6 +23,59 @@ void setJemallocBackgroundThreads(bool enabled);
 
 void setJemallocMaxBackgroundThreads(size_t max_threads);
 
+template <typename T>
+void setJemallocValue(const char * name, T value)
+{
+    T old_value;
+    size_t old_value_size = sizeof(T);
+    mallctl(name, &old_value, &old_value_size, reinterpret_cast<void*>(&value), sizeof(T));
+    LOG_INFO(getLogger("Jemalloc"), "Value for {} set to {} (from {})", name, value, old_value);
+}
+
+template <typename T>
+T getJemallocValue(const char * name)
+{
+    T value;
+    size_t value_size = sizeof(T);
+    mallctl(name, &value, &value_size, nullptr, 0);
+    return value;
+}
+
+/// Each mallctl call consists of string name lookup which can be expensive.
+/// This can be avoided by translating name to "Management Information Base" (MIB)
+/// and using it in mallctlbymib calls
+template <typename T>
+struct JemallocMibCache
+{
+    explicit JemallocMibCache(const char * name)
+    {
+        mallctlnametomib(name, mib, &mib_length);
+    }
+
+    void setValue(T value)
+    {
+        mallctlbymib(mib, mib_length, nullptr, nullptr, reinterpret_cast<void*>(&value), sizeof(T));
+    }
+
+    T getValue()
+    {
+        T value;
+        size_t value_size = sizeof(T);
+        mallctlbymib(mib, mib_length, &value, &value_size, nullptr, 0);
+        return value;
+    }
+
+    void run()
+    {
+        mallctlbymib(mib, mib_length, nullptr, nullptr, nullptr, 0);
+    }
+
+private:
+    static constexpr size_t max_mib_length = 4;
+    size_t mib[max_mib_length];
+    size_t mib_length = max_mib_length;
+};
+
 }
 
 #endif
diff --git a/src/Common/MemoryTracker.cpp b/src/Common/MemoryTracker.cpp
index 7c0115467c6..7bf665ea7a0 100644
--- a/src/Common/MemoryTracker.cpp
+++ b/src/Common/MemoryTracker.cpp
@@ -20,13 +20,9 @@
 #if USE_JEMALLOC
 #    include <jemalloc/jemalloc.h>
 
-#define STRINGIFY_HELPER(x) #x
-#define STRINGIFY(x) STRINGIFY_HELPER(x)
-
 #endif
 
 #include <atomic>
-#include <cmath>
 #include <random>
 #include <cstdlib>
 #include <string>
@@ -115,8 +111,6 @@ void AllocationTrace::onFreeImpl(void * ptr, size_t size) const
 namespace ProfileEvents
 {
     extern const Event QueryMemoryLimitExceeded;
-    extern const Event MemoryAllocatorPurge;
-    extern const Event MemoryAllocatorPurgeTimeMicroseconds;
 }
 
 using namespace std::chrono_literals;
@@ -126,15 +120,13 @@ static constexpr size_t log_peak_memory_usage_every = 1ULL << 30;
 MemoryTracker total_memory_tracker(nullptr, VariableContext::Global);
 MemoryTracker background_memory_tracker(&total_memory_tracker, VariableContext::User, false);
 
-std::atomic<Int64> MemoryTracker::free_memory_in_allocator_arenas;
-
 MemoryTracker::MemoryTracker(VariableContext level_) : parent(&total_memory_tracker), level(level_) {}
 MemoryTracker::MemoryTracker(MemoryTracker * parent_, VariableContext level_) : parent(parent_), level(level_) {}
+
 MemoryTracker::MemoryTracker(MemoryTracker * parent_, VariableContext level_, bool log_peak_memory_usage_in_destructor_)
-    : parent(parent_)
-    , log_peak_memory_usage_in_destructor(log_peak_memory_usage_in_destructor_)
-    , level(level_)
-{}
+    : parent(parent_), log_peak_memory_usage_in_destructor(log_peak_memory_usage_in_destructor_), level(level_)
+{
+}
 
 MemoryTracker::~MemoryTracker()
 {
@@ -204,10 +196,14 @@ void MemoryTracker::debugLogBigAllocationWithoutCheck(Int64 size [[maybe_unused]
         return;
 
     MemoryTrackerBlockerInThread blocker(VariableContext::Global);
-    LOG_TEST(getLogger("MemoryTracker"), "Too big allocation ({} bytes) without checking memory limits, "
-                                                   "it may lead to OOM. Stack trace: {}", size, StackTrace().toString());
+    LOG_TEST(
+        getLogger("MemoryTracker"),
+        "Too big allocation ({} bytes) without checking memory limits, "
+        "it may lead to OOM. Stack trace: {}",
+        size,
+        StackTrace().toString());
 #else
-    return;     /// Avoid trash logging in release builds
+    /// Avoid trash logging in release builds
 #endif
 }
 
@@ -228,6 +224,7 @@ AllocationTrace MemoryTracker::allocImpl(Int64 size, bool throw_if_memory_exceed
         {
             /// For global memory tracker always update memory usage.
             amount.fetch_add(size, std::memory_order_relaxed);
+            rss.fetch_add(size, std::memory_order_relaxed);
 
             auto metric_loaded = metric.load(std::memory_order_relaxed);
             if (metric_loaded != CurrentMetrics::end())
@@ -249,6 +246,7 @@ AllocationTrace MemoryTracker::allocImpl(Int64 size, bool throw_if_memory_exceed
       * So, we allow over-allocations.
       */
     Int64 will_be = size ? size + amount.fetch_add(size, std::memory_order_relaxed) : amount.load(std::memory_order_relaxed);
+    Int64 will_be_rss = size ? size + rss.fetch_add(size, std::memory_order_relaxed) : rss.load(std::memory_order_relaxed);
 
     auto metric_loaded = metric.load(std::memory_order_relaxed);
     if (metric_loaded != CurrentMetrics::end() && size)
@@ -275,6 +273,7 @@ AllocationTrace MemoryTracker::allocImpl(Int64 size, bool throw_if_memory_exceed
         {
             /// Revert
             amount.fetch_sub(size, std::memory_order_relaxed);
+            rss.fetch_sub(size, std::memory_order_relaxed);
 
             /// Prevent recursion. Exception::ctor -> std::string -> new[] -> MemoryTracker::alloc
             MemoryTrackerBlockerInThread untrack_lock(VariableContext::Global);
@@ -297,33 +296,8 @@ AllocationTrace MemoryTracker::allocImpl(Int64 size, bool throw_if_memory_exceed
         }
     }
 
-    Int64 limit_to_check = current_hard_limit;
-
-#if USE_JEMALLOC
-    if (level == VariableContext::Global && allow_use_jemalloc_memory.load(std::memory_order_relaxed))
-    {
-        /// Jemalloc arenas may keep some extra memory.
-        /// This memory was substucted from RSS to decrease memory drift.
-        /// In case memory is close to limit, try to pugre the arenas.
-        /// This is needed to avoid OOM, because some allocations are directly done with mmap.
-        Int64 current_free_memory_in_allocator_arenas = free_memory_in_allocator_arenas.load(std::memory_order_relaxed);
-
-        if (current_free_memory_in_allocator_arenas > 0 && current_hard_limit && current_free_memory_in_allocator_arenas + will_be > current_hard_limit)
-        {
-            if (free_memory_in_allocator_arenas.exchange(-current_free_memory_in_allocator_arenas) > 0)
-            {
-                Stopwatch watch;
-                mallctl("arena." STRINGIFY(MALLCTL_ARENAS_ALL) ".purge", nullptr, nullptr, nullptr, 0);
-                ProfileEvents::increment(ProfileEvents::MemoryAllocatorPurge);
-                ProfileEvents::increment(ProfileEvents::MemoryAllocatorPurgeTimeMicroseconds, watch.elapsedMicroseconds());
-            }
-        }
-
-        limit_to_check += abs(current_free_memory_in_allocator_arenas);
-    }
-#endif
-
-    if (unlikely(current_hard_limit && will_be > limit_to_check))
+    if (unlikely(
+            current_hard_limit && (will_be > current_hard_limit || (level == VariableContext::Global && will_be_rss > current_hard_limit))))
     {
         if (memoryTrackerCanThrow(level, false) && throw_if_memory_exceeded)
         {
@@ -335,6 +309,7 @@ AllocationTrace MemoryTracker::allocImpl(Int64 size, bool throw_if_memory_exceed
             {
                 /// Revert
                 amount.fetch_sub(size, std::memory_order_relaxed);
+                rss.fetch_sub(size, std::memory_order_relaxed);
 
                 /// Prevent recursion. Exception::ctor -> std::string -> new[] -> MemoryTracker::alloc
                 MemoryTrackerBlockerInThread untrack_lock(VariableContext::Global);
@@ -343,12 +318,13 @@ AllocationTrace MemoryTracker::allocImpl(Int64 size, bool throw_if_memory_exceed
                 throw DB::Exception(
                                     DB::ErrorCodes::MEMORY_LIMIT_EXCEEDED,
                                     "Memory limit{}{} exceeded: "
-                                    "would use {} (attempt to allocate chunk of {} bytes), maximum: {}."
+                                    "would use {} (attempt to allocate chunk of {} bytes), current RSS {}, maximum: {}."
                                     "{}{}",
                                     description ? " " : "",
                                     description ? description : "",
                                     formatReadableSizeWithBinarySuffix(will_be),
                                     size,
+                                    formatReadableSizeWithBinarySuffix(rss.load(std::memory_order_relaxed)),
                                     formatReadableSizeWithBinarySuffix(current_hard_limit),
                                     overcommit_result == OvercommitResult::NONE ? "" : " OvercommitTracker decision: ",
                                     toDescription(overcommit_result));
@@ -442,6 +418,7 @@ AllocationTrace MemoryTracker::free(Int64 size, double _sample_probability)
         {
             /// For global memory tracker always update memory usage.
             amount.fetch_sub(size, std::memory_order_relaxed);
+            rss.fetch_sub(size, std::memory_order_relaxed);
             auto metric_loaded = metric.load(std::memory_order_relaxed);
             if (metric_loaded != CurrentMetrics::end())
                 CurrentMetrics::sub(metric_loaded, size);
@@ -455,7 +432,12 @@ AllocationTrace MemoryTracker::free(Int64 size, double _sample_probability)
     }
 
     Int64 accounted_size = size;
-    if (level == VariableContext::Thread || level == VariableContext::Global)
+    if (level == VariableContext::Global)
+    {
+        amount.fetch_sub(accounted_size, std::memory_order_relaxed);
+        rss.fetch_sub(accounted_size, std::memory_order_relaxed);
+    }
+    else if (level == VariableContext::Thread)
     {
         /// Could become negative if memory allocated in this thread is freed in another one
         amount.fetch_sub(accounted_size, std::memory_order_relaxed);
@@ -529,21 +511,29 @@ void MemoryTracker::reset()
 }
 
 
-void MemoryTracker::setRSS(Int64 rss_, Int64 free_memory_in_allocator_arenas_)
+void MemoryTracker::updateRSS(Int64 rss_)
 {
-    Int64 new_amount = rss_;
+    total_memory_tracker.rss.store(rss_, std::memory_order_relaxed);
+}
+
+void MemoryTracker::updateAllocated(Int64 allocated_)
+{
+    Int64 new_amount = allocated_;
+    LOG_INFO(
+        getLogger("MemoryTracker"),
+        "Correcting the value of global memory tracker from {} to {}",
+        ReadableSize(total_memory_tracker.amount.load(std::memory_order_relaxed)),
+        ReadableSize(allocated_));
     total_memory_tracker.amount.store(new_amount, std::memory_order_relaxed);
-    free_memory_in_allocator_arenas.store(free_memory_in_allocator_arenas_, std::memory_order_relaxed);
 
     auto metric_loaded = total_memory_tracker.metric.load(std::memory_order_relaxed);
     if (metric_loaded != CurrentMetrics::end())
         CurrentMetrics::set(metric_loaded, new_amount);
 
     bool log_memory_usage = true;
-    total_memory_tracker.updatePeak(rss_, log_memory_usage);
+    total_memory_tracker.updatePeak(new_amount, log_memory_usage);
 }
 
-
 void MemoryTracker::setSoftLimit(Int64 value)
 {
     soft_limit.store(value, std::memory_order_relaxed);
diff --git a/src/Common/MemoryTracker.h b/src/Common/MemoryTracker.h
index fd32b631774..f15465a20c1 100644
--- a/src/Common/MemoryTracker.h
+++ b/src/Common/MemoryTracker.h
@@ -2,7 +2,6 @@
 
 #include <atomic>
 #include <chrono>
-#include <optional>
 #include <base/types.h>
 #include <Common/CurrentMetrics.h>
 #include <Common/VariableContext.h>
@@ -57,9 +56,8 @@ private:
     std::atomic<Int64> soft_limit {0};
     std::atomic<Int64> hard_limit {0};
     std::atomic<Int64> profiler_limit {0};
-    std::atomic_bool allow_use_jemalloc_memory {true};
 
-    static std::atomic<Int64> free_memory_in_allocator_arenas;
+    std::atomic<Int64> rss{0};
 
     Int64 profiler_step = 0;
 
@@ -122,6 +120,11 @@ public:
         return amount.load(std::memory_order_relaxed);
     }
 
+    Int64 getRSS() const
+    {
+        return rss.load(std::memory_order_relaxed);
+    }
+
     // Merges and mutations may pass memory ownership to other threads thus in the end of execution
     // MemoryTracker for background task may have a non-zero counter.
     // This method is intended to fix the counter inside of background_memory_tracker.
@@ -154,14 +157,6 @@ public:
     {
         return soft_limit.load(std::memory_order_relaxed);
     }
-    void setAllowUseJemallocMemory(bool value)
-    {
-        allow_use_jemalloc_memory.store(value, std::memory_order_relaxed);
-    }
-    bool getAllowUseJemallocMmemory() const
-    {
-        return allow_use_jemalloc_memory.load(std::memory_order_relaxed);
-    }
 
     /** Set limit if it was not set.
       * Otherwise, set limit to new value, if new value is greater than previous limit.
@@ -249,10 +244,9 @@ public:
     /// Reset the accumulated data.
     void reset();
 
-    /// Reset current counter to an RSS value.
-    /// Jemalloc may have pre-allocated arenas, they are accounted in RSS.
-    /// We can free this arenas in case of exception to avoid OOM.
-    static void setRSS(Int64 rss_, Int64 free_memory_in_allocator_arenas_);
+    /// update values based on external information (e.g. jemalloc's stat)
+    static void updateRSS(Int64 rss_);
+    static void updateAllocated(Int64 allocated_);
 
     /// Prints info about peak memory consumption into log.
     void logPeakMemoryUsage();
diff --git a/src/Common/MemoryWorker.cpp b/src/Common/MemoryWorker.cpp
new file mode 100644
index 00000000000..11f3bff348c
--- /dev/null
+++ b/src/Common/MemoryWorker.cpp
@@ -0,0 +1,333 @@
+#include <Common/MemoryWorker.h>
+
+#include <IO/ReadBufferFromFile.h>
+#include <IO/ReadBufferFromFileDescriptor.h>
+#include <IO/ReadHelpers.h>
+#include <base/cgroupsv2.h>
+#include <Common/Jemalloc.h>
+#include <Common/MemoryTracker.h>
+#include <Common/ProfileEvents.h>
+#include <Common/formatReadable.h>
+#include <Common/logger_useful.h>
+
+#include <fmt/ranges.h>
+
+#include <filesystem>
+#include <optional>
+
+namespace fs = std::filesystem;
+
+namespace ProfileEvents
+{
+    extern const Event MemoryAllocatorPurge;
+    extern const Event MemoryAllocatorPurgeTimeMicroseconds;
+    extern const Event MemoryWorkerRun;
+    extern const Event MemoryWorkerRunElapsedMicroseconds;
+}
+
+namespace DB
+{
+
+namespace ErrorCodes
+{
+    extern const int FILE_DOESNT_EXIST;
+    extern const int LOGICAL_ERROR;
+}
+
+#if defined(OS_LINUX)
+namespace
+{
+
+using Metrics = std::map<std::string, uint64_t>;
+
+/// Format is
+///   kernel 5
+///   rss 15
+///   [...]
+Metrics readAllMetricsFromStatFile(ReadBufferFromFile & buf)
+{
+    Metrics metrics;
+    while (!buf.eof())
+    {
+        std::string current_key;
+        readStringUntilWhitespace(current_key, buf);
+
+        assertChar(' ', buf);
+
+        uint64_t value = 0;
+        readIntText(value, buf);
+        assertChar('\n', buf);
+
+        auto [_, inserted] = metrics.emplace(std::move(current_key), value);
+        chassert(inserted, "Duplicate keys in stat file");
+    }
+    return metrics;
+}
+
+uint64_t readMetricFromStatFile(ReadBufferFromFile & buf, std::string_view key)
+{
+    while (!buf.eof())
+    {
+        std::string current_key;
+        readStringUntilWhitespace(current_key, buf);
+        if (current_key != key)
+        {
+            std::string dummy;
+            readStringUntilNewlineInto(dummy, buf);
+            buf.ignore();
+            continue;
+        }
+
+        assertChar(' ', buf);
+        uint64_t value = 0;
+        readIntText(value, buf);
+        return value;
+    }
+    LOG_ERROR(getLogger("CgroupsReader"), "Cannot find '{}' in '{}'", key, buf.getFileName());
+    return 0;
+}
+
+struct CgroupsV1Reader : ICgroupsReader
+{
+    explicit CgroupsV1Reader(const fs::path & stat_file_dir) : buf(stat_file_dir / "memory.stat") { }
+
+    uint64_t readMemoryUsage() override
+    {
+        std::lock_guard lock(mutex);
+        buf.rewind();
+        return readMetricFromStatFile(buf, "rss");
+    }
+
+    std::string dumpAllStats() override
+    {
+        std::lock_guard lock(mutex);
+        buf.rewind();
+        return fmt::format("{}", readAllMetricsFromStatFile(buf));
+    }
+
+private:
+    std::mutex mutex;
+    ReadBufferFromFile buf TSA_GUARDED_BY(mutex);
+};
+
+struct CgroupsV2Reader : ICgroupsReader
+{
+    explicit CgroupsV2Reader(const fs::path & stat_file_dir) : stat_buf(stat_file_dir / "memory.stat") { }
+
+    uint64_t readMemoryUsage() override
+    {
+        std::lock_guard lock(mutex);
+        stat_buf.rewind();
+        return readMetricFromStatFile(stat_buf, "anon");
+    }
+
+    std::string dumpAllStats() override
+    {
+        std::lock_guard lock(mutex);
+        stat_buf.rewind();
+        return fmt::format("{}", readAllMetricsFromStatFile(stat_buf));
+    }
+
+private:
+    std::mutex mutex;
+    ReadBufferFromFile stat_buf TSA_GUARDED_BY(mutex);
+};
+
+/// Caveats:
+/// - All of the logic in this file assumes that the current process is the only process in the
+///   containing cgroup (or more precisely: the only process with significant memory consumption).
+///   If this is not the case, then other processe's memory consumption may affect the internal
+///   memory tracker ...
+/// - Cgroups v1 and v2 allow nested cgroup hierarchies. As v1 is deprecated for over half a
+///   decade and will go away at some point, hierarchical detection is only implemented for v2.
+/// - I did not test what happens if a host has v1 and v2 simultaneously enabled. I believe such
+///   systems existed only for a short transition period.
+
+std::optional<std::string> getCgroupsV1Path()
+{
+    auto path = default_cgroups_mount / "memory/memory.stat";
+    if (!fs::exists(path))
+        return {};
+    return {default_cgroups_mount / "memory"};
+}
+
+std::pair<std::string, ICgroupsReader::CgroupsVersion> getCgroupsPath()
+{
+    auto v2_path = getCgroupsV2PathContainingFile("memory.current");
+    if (v2_path.has_value())
+        return {*v2_path, ICgroupsReader::CgroupsVersion::V2};
+
+    auto v1_path = getCgroupsV1Path();
+    if (v1_path.has_value())
+        return {*v1_path, ICgroupsReader::CgroupsVersion::V1};
+
+    throw Exception(ErrorCodes::FILE_DOESNT_EXIST, "Cannot find cgroups v1 or v2 current memory file");
+}
+
+}
+
+std::shared_ptr<ICgroupsReader> ICgroupsReader::createCgroupsReader(ICgroupsReader::CgroupsVersion version, const std::filesystem::path & cgroup_path)
+{
+    if (version == CgroupsVersion::V2)
+        return std::make_shared<CgroupsV2Reader>(cgroup_path);
+    else
+    {
+        chassert(version == CgroupsVersion::V1);
+        return std::make_shared<CgroupsV1Reader>(cgroup_path);
+    }
+}
+#endif
+
+namespace
+{
+
+std::string_view sourceToString(MemoryWorker::MemoryUsageSource source)
+{
+    switch (source)
+    {
+        case MemoryWorker::MemoryUsageSource::Cgroups: return "Cgroups";
+        case MemoryWorker::MemoryUsageSource::Jemalloc: return "Jemalloc";
+        case MemoryWorker::MemoryUsageSource::None: return "None";
+    }
+}
+
+}
+
+/// We try to pick the best possible supported source for reading memory usage.
+/// Supported sources in order of priority
+/// - reading from cgroups' pseudo-files (fastest and most accurate)
+/// - reading jemalloc's resident stat (doesn't take into account allocations that didn't use jemalloc)
+/// Also, different tick rates are used because not all options are equally fast
+MemoryWorker::MemoryWorker(uint64_t period_ms_)
+    : log(getLogger("MemoryWorker"))
+    , period_ms(period_ms_)
+{
+#if defined(OS_LINUX)
+    try
+    {
+        static constexpr uint64_t cgroups_memory_usage_tick_ms{50};
+
+        const auto [cgroup_path, version] = getCgroupsPath();
+        LOG_INFO(
+            getLogger("CgroupsReader"),
+            "Will create cgroup reader from '{}' (cgroups version: {})",
+            cgroup_path,
+            (version == ICgroupsReader::CgroupsVersion::V1) ? "v1" : "v2");
+
+        cgroups_reader = ICgroupsReader::createCgroupsReader(version, cgroup_path);
+        source = MemoryUsageSource::Cgroups;
+        if (period_ms == 0)
+            period_ms = cgroups_memory_usage_tick_ms;
+
+        return;
+    }
+    catch (...)
+    {
+        tryLogCurrentException(log, "Cannot use cgroups reader");
+    }
+#endif
+
+#if USE_JEMALLOC
+    static constexpr uint64_t jemalloc_memory_usage_tick_ms{100};
+
+    source = MemoryUsageSource::Jemalloc;
+    if (period_ms == 0)
+        period_ms = jemalloc_memory_usage_tick_ms;
+#endif
+}
+
+MemoryWorker::MemoryUsageSource MemoryWorker::getSource()
+{
+    return source;
+}
+
+void MemoryWorker::start()
+{
+    if (source == MemoryUsageSource::None)
+        return;
+
+    LOG_INFO(
+        getLogger("MemoryWorker"),
+        "Starting background memory thread with period of {}ms, using {} as source",
+        period_ms,
+        sourceToString(source));
+    background_thread = ThreadFromGlobalPool([this] { backgroundThread(); });
+}
+
+MemoryWorker::~MemoryWorker()
+{
+    {
+        std::unique_lock lock(mutex);
+        shutdown = true;
+    }
+    cv.notify_all();
+
+    if (background_thread.joinable())
+        background_thread.join();
+}
+
+uint64_t MemoryWorker::getMemoryUsage()
+{
+    switch (source)
+    {
+        case MemoryUsageSource::Cgroups:
+            return cgroups_reader != nullptr ? cgroups_reader->readMemoryUsage() : 0;
+        case MemoryUsageSource::Jemalloc:
+#if USE_JEMALLOC
+            return resident_mib.getValue();
+#else
+            return 0;
+#endif
+        case MemoryUsageSource::None:
+            throw DB::Exception(ErrorCodes::LOGICAL_ERROR, "Trying to fetch memory usage while no memory source can be used");
+    }
+}
+
+void MemoryWorker::backgroundThread()
+{
+    std::chrono::milliseconds chrono_period_ms{period_ms};
+    [[maybe_unused]] bool first_run = true;
+    std::unique_lock lock(mutex);
+    while (true)
+    {
+        cv.wait_for(lock, chrono_period_ms, [this] { return shutdown; });
+        if (shutdown)
+            return;
+
+        Stopwatch total_watch;
+
+#if USE_JEMALLOC
+        if (source == MemoryUsageSource::Jemalloc)
+            epoch_mib.setValue(0);
+#endif
+
+        Int64 resident = getMemoryUsage();
+        MemoryTracker::updateRSS(resident);
+
+#if USE_JEMALLOC
+        if (resident > total_memory_tracker.getHardLimit())
+        {
+            Stopwatch purge_watch;
+            purge_mib.run();
+            ProfileEvents::increment(ProfileEvents::MemoryAllocatorPurge);
+            ProfileEvents::increment(ProfileEvents::MemoryAllocatorPurgeTimeMicroseconds, purge_watch.elapsedMicroseconds());
+        }
+#endif
+
+#if USE_JEMALLOC
+        if (unlikely(first_run || total_memory_tracker.get() < 0))
+        {
+            if (source != MemoryUsageSource::Jemalloc)
+                epoch_mib.setValue(0);
+
+            MemoryTracker::updateAllocated(allocated_mib.getValue());
+        }
+#endif
+
+        ProfileEvents::increment(ProfileEvents::MemoryWorkerRun);
+        ProfileEvents::increment(ProfileEvents::MemoryWorkerRunElapsedMicroseconds, total_watch.elapsedMicroseconds());
+        first_run = false;
+    }
+}
+
+}
diff --git a/src/Common/MemoryWorker.h b/src/Common/MemoryWorker.h
new file mode 100644
index 00000000000..f4b0fed23ec
--- /dev/null
+++ b/src/Common/MemoryWorker.h
@@ -0,0 +1,84 @@
+#pragma once
+
+#include <Common/CgroupsMemoryUsageObserver.h>
+#include <Common/ThreadPool.h>
+#include <Common/Jemalloc.h>
+
+namespace DB
+{
+
+struct ICgroupsReader
+{
+    enum class CgroupsVersion : uint8_t
+    {
+        V1,
+        V2
+    };
+
+#if defined(OS_LINUX)
+    static std::shared_ptr<ICgroupsReader>
+    createCgroupsReader(ICgroupsReader::CgroupsVersion version, const std::filesystem::path & cgroup_path);
+#endif
+
+    virtual ~ICgroupsReader() = default;
+
+    virtual uint64_t readMemoryUsage() = 0;
+
+    virtual std::string dumpAllStats() = 0;
+};
+
+
+/// Correct MemoryTracker based on external information (e.g. Cgroups or stats.resident from jemalloc)
+/// The worker spawns a background thread which periodically reads current resident memory from the source,
+/// whose value is sent to global MemoryTracker.
+/// It can do additional things like purging jemalloc dirty pages if the current memory usage is higher than global hard limit.
+class MemoryWorker
+{
+public:
+    explicit MemoryWorker(uint64_t period_ms_);
+
+    enum class MemoryUsageSource : uint8_t
+    {
+        None,
+        Cgroups,
+        Jemalloc
+    };
+
+    MemoryUsageSource getSource();
+
+    void start();
+
+    ~MemoryWorker();
+private:
+    uint64_t getMemoryUsage();
+
+    void backgroundThread();
+
+    ThreadFromGlobalPool background_thread;
+
+    std::mutex mutex;
+    std::condition_variable cv;
+    bool shutdown = false;
+
+    LoggerPtr log;
+
+    uint64_t period_ms;
+
+    MemoryUsageSource source{MemoryUsageSource::None};
+
+    std::shared_ptr<ICgroupsReader> cgroups_reader;
+
+#if USE_JEMALLOC
+    JemallocMibCache<uint64_t> epoch_mib{"epoch"};
+    JemallocMibCache<size_t> resident_mib{"stats.resident"};
+    JemallocMibCache<size_t> allocated_mib{"stats.allocated"};
+
+#define STRINGIFY_HELPER(x) #x
+#define STRINGIFY(x) STRINGIFY_HELPER(x)
+    JemallocMibCache<size_t> purge_mib{"arena." STRINGIFY(MALLCTL_ARENAS_ALL) ".purge"};
+#undef STRINGIFY
+#undef STRINGIFY_HELPER
+#endif
+};
+
+}
diff --git a/src/Common/ProfileEvents.cpp b/src/Common/ProfileEvents.cpp
index af1b7fbeb4a..467dfe60cd7 100644
--- a/src/Common/ProfileEvents.cpp
+++ b/src/Common/ProfileEvents.cpp
@@ -827,6 +827,9 @@ The server successfully detected this situation and will download merged part fr
     M(GWPAsanAllocateSuccess, "Number of successful allocations done by GWPAsan") \
     M(GWPAsanAllocateFailed, "Number of failed allocations done by GWPAsan (i.e. filled pool)") \
     M(GWPAsanFree, "Number of free operations done by GWPAsan") \
+    \
+    M(MemoryWorkerRun, "Number of runs done by MemoryWorker in background") \
+    M(MemoryWorkerRunElapsedMicroseconds, "Total time spent by MemoryWorker for background work") \
 
 
 #ifdef APPLY_FOR_EXTERNAL_EVENTS
diff --git a/src/Common/tests/gtest_cgroups_reader.cpp b/src/Common/tests/gtest_cgroups_reader.cpp
index 2de25bb42ce..e24b91a59b8 100644
--- a/src/Common/tests/gtest_cgroups_reader.cpp
+++ b/src/Common/tests/gtest_cgroups_reader.cpp
@@ -6,7 +6,7 @@
 #include <filesystem>
 
 #include <IO/WriteBufferFromFile.h>
-#include <Common/CgroupsMemoryUsageObserver.h>
+#include <Common/MemoryWorker.h>
 #include <Common/filesystemHelpers.h>
 
 using namespace DB;
@@ -126,7 +126,7 @@ const std::string EXPECTED[2]
        "\"workingset_restore_anon\": 0, \"workingset_restore_file\": 0, \"zswap\": 0, \"zswapped\": 0, \"zswpin\": 0, \"zswpout\": 0}"};
 
 
-class CgroupsMemoryUsageObserverFixture : public ::testing::TestWithParam<CgroupsMemoryUsageObserver::CgroupsVersion>
+class CgroupsMemoryUsageObserverFixture : public ::testing::TestWithParam<ICgroupsReader::CgroupsVersion>
 {
     void SetUp() override
     {
@@ -138,7 +138,7 @@ class CgroupsMemoryUsageObserverFixture : public ::testing::TestWithParam<Cgroup
         stat_file.write(SAMPLE_FILE[version].data(), SAMPLE_FILE[version].size());
         stat_file.sync();
 
-        if (GetParam() == CgroupsMemoryUsageObserver::CgroupsVersion::V2)
+        if (GetParam() == ICgroupsReader::CgroupsVersion::V2)
         {
             auto current_file = WriteBufferFromFile(tmp_dir + "/memory.current");
             current_file.write("29645422592", 11);
@@ -154,18 +154,18 @@ protected:
 TEST_P(CgroupsMemoryUsageObserverFixture, ReadMemoryUsageTest)
 {
     const auto version = GetParam();
-    auto reader = createCgroupsReader(version, tmp_dir);
+    auto reader = ICgroupsReader::createCgroupsReader(version, tmp_dir);
     ASSERT_EQ(
         reader->readMemoryUsage(),
-        version == CgroupsMemoryUsageObserver::CgroupsVersion::V1 ? /* rss from memory.stat */ 2232029184
-                                                                  : /* value from memory.current - inactive_file */ 20952338432);
+        version == ICgroupsReader::CgroupsVersion::V1 ? /* rss from memory.stat */ 2232029184
+                                                                  : /* anon from memory.stat */ 10429399040);
 }
 
 
 TEST_P(CgroupsMemoryUsageObserverFixture, DumpAllStatsTest)
 {
     const auto version = GetParam();
-    auto reader = createCgroupsReader(version, tmp_dir);
+    auto reader = ICgroupsReader::createCgroupsReader(version, tmp_dir);
     ASSERT_EQ(reader->dumpAllStats(), EXPECTED[static_cast<uint8_t>(version)]);
 }
 
@@ -173,6 +173,6 @@ TEST_P(CgroupsMemoryUsageObserverFixture, DumpAllStatsTest)
 INSTANTIATE_TEST_SUITE_P(
     CgroupsMemoryUsageObserverTests,
     CgroupsMemoryUsageObserverFixture,
-    ::testing::Values(CgroupsMemoryUsageObserver::CgroupsVersion::V1, CgroupsMemoryUsageObserver::CgroupsVersion::V2));
+    ::testing::Values(ICgroupsReader::CgroupsVersion::V1, ICgroupsReader::CgroupsVersion::V2));
 
 #endif
diff --git a/src/Coordination/KeeperAsynchronousMetrics.cpp b/src/Coordination/KeeperAsynchronousMetrics.cpp
index 86166ffe31b..157858f3c44 100644
--- a/src/Coordination/KeeperAsynchronousMetrics.cpp
+++ b/src/Coordination/KeeperAsynchronousMetrics.cpp
@@ -114,8 +114,13 @@ void updateKeeperInformation(KeeperDispatcher & keeper_dispatcher, AsynchronousM
 }
 
 KeeperAsynchronousMetrics::KeeperAsynchronousMetrics(
-    ContextPtr context_, unsigned update_period_seconds, const ProtocolServerMetricsFunc & protocol_server_metrics_func_)
-    : AsynchronousMetrics(update_period_seconds, protocol_server_metrics_func_), context(std::move(context_))
+    ContextPtr context_,
+    unsigned update_period_seconds,
+    const ProtocolServerMetricsFunc & protocol_server_metrics_func_,
+    bool update_jemalloc_epoch_,
+    bool update_rss_)
+    : AsynchronousMetrics(update_period_seconds, protocol_server_metrics_func_, update_jemalloc_epoch_, update_rss_)
+    , context(std::move(context_))
 {
 }
 
diff --git a/src/Coordination/KeeperAsynchronousMetrics.h b/src/Coordination/KeeperAsynchronousMetrics.h
index ec0e60cbb6e..a2ab7cab756 100644
--- a/src/Coordination/KeeperAsynchronousMetrics.h
+++ b/src/Coordination/KeeperAsynchronousMetrics.h
@@ -13,9 +13,13 @@ class KeeperAsynchronousMetrics : public AsynchronousMetrics
 {
 public:
     KeeperAsynchronousMetrics(
-        ContextPtr context_, unsigned update_period_seconds, const ProtocolServerMetricsFunc & protocol_server_metrics_func_);
-    ~KeeperAsynchronousMetrics() override;
+        ContextPtr context_,
+        unsigned update_period_seconds,
+        const ProtocolServerMetricsFunc & protocol_server_metrics_func_,
+        bool update_jemalloc_epoch_,
+        bool update_rss_);
 
+    ~KeeperAsynchronousMetrics() override;
 private:
     ContextPtr context;
 
diff --git a/src/Coordination/KeeperDispatcher.cpp b/src/Coordination/KeeperDispatcher.cpp
index 4a350077596..893bb8e6082 100644
--- a/src/Coordination/KeeperDispatcher.cpp
+++ b/src/Coordination/KeeperDispatcher.cpp
@@ -148,7 +148,14 @@ void KeeperDispatcher::requestThread()
                 Int64 mem_soft_limit = keeper_context->getKeeperMemorySoftLimit();
                 if (configuration_and_settings->standalone_keeper && isExceedingMemorySoftLimit() && checkIfRequestIncreaseMem(request.request))
                 {
-                    LOG_WARNING(log, "Processing requests refused because of max_memory_usage_soft_limit {}, the total used memory is {}, request type is {}", ReadableSize(mem_soft_limit), ReadableSize(total_memory_tracker.get()), request.request->getOpNum());
+                    LOG_WARNING(
+                        log,
+                        "Processing requests refused because of max_memory_usage_soft_limit {}, the total allocated memory is {}, RSS is {}, request type "
+                        "is {}",
+                        ReadableSize(mem_soft_limit),
+                        ReadableSize(total_memory_tracker.get()),
+                        ReadableSize(total_memory_tracker.getRSS()),
+                        request.request->getOpNum());
                     addErrorResponses({request}, Coordination::Error::ZCONNECTIONLOSS);
                     continue;
                 }
diff --git a/src/Coordination/KeeperServer.cpp b/src/Coordination/KeeperServer.cpp
index f09ea56391a..918f24efb2c 100644
--- a/src/Coordination/KeeperServer.cpp
+++ b/src/Coordination/KeeperServer.cpp
@@ -602,7 +602,7 @@ bool KeeperServer::isLeaderAlive() const
 bool KeeperServer::isExceedingMemorySoftLimit() const
 {
     Int64 mem_soft_limit = keeper_context->getKeeperMemorySoftLimit();
-    return mem_soft_limit > 0 && total_memory_tracker.get() >= mem_soft_limit;
+    return mem_soft_limit > 0 && std::max(total_memory_tracker.get(), total_memory_tracker.getRSS()) >= mem_soft_limit;
 }
 
 /// TODO test whether taking failed peer in count
diff --git a/src/Core/ServerSettings.h b/src/Core/ServerSettings.h
index 79173503f28..18ee096569a 100644
--- a/src/Core/ServerSettings.h
+++ b/src/Core/ServerSettings.h
@@ -148,6 +148,7 @@ namespace DB
     M(Bool, storage_metadata_write_full_object_key, false, "Write disk metadata files with VERSION_FULL_OBJECT_KEY format", 0) \
     M(UInt64, max_materialized_views_count_for_table, 0, "A limit on the number of materialized views attached to a table.", 0) \
     M(UInt32, max_database_replicated_create_table_thread_pool_size, 1, "The number of threads to create tables during replica recovery in DatabaseReplicated. Zero means number of threads equal number of cores.", 0) \
+    M(Bool, database_replicated_allow_detach_permanently, true, "Allow detaching tables permanently in Replicated databases", 0) \
     M(Bool, format_alter_operations_with_parentheses, false, "If enabled, each operation in alter queries will be surrounded with parentheses in formatted queries to make them less ambiguous.", 0) \
     M(String, default_replica_path, "/clickhouse/tables/{uuid}/{shard}", "The path to the table in ZooKeeper", 0) \
     M(String, default_replica_name, "{replica}", "The replica name in ZooKeeper", 0) \
@@ -169,6 +170,7 @@ namespace DB
     M(Bool, prepare_system_log_tables_on_startup, false, "If true, ClickHouse creates all configured `system.*_log` tables before the startup. It can be helpful if some startup scripts depend on these tables.", 0) \
     M(Double, gwp_asan_force_sample_probability, 0.0003, "Probability that an allocation from specific places will be sampled by GWP Asan (i.e. PODArray allocations)", 0) \
     M(UInt64, config_reload_interval_ms, 2000, "How often clickhouse will reload config and check for new changes", 0) \
+    M(UInt64, memory_worker_period_ms, 0, "Tick period of background memory worker which corrects memory tracker memory usages and cleans up unused pages during higher memory usage. If set to 0, default value will be used depending on the memory usage source", 0) \
     M(Bool, disable_insertion_and_mutation, false, "Disable all insert/alter/delete queries. This setting will be enabled if someone needs read-only nodes to prevent insertion and mutation affect reading performance.", 0)
 
 /// If you add a setting which can be updated at runtime, please update 'changeable_settings' map in StorageSystemServerSettings.cpp
diff --git a/src/Core/Settings.h b/src/Core/Settings.h
index 493752fc3fe..3a2c7b12b13 100644
--- a/src/Core/Settings.h
+++ b/src/Core/Settings.h
@@ -923,6 +923,9 @@ class IColumn;
     M(Bool, implicit_transaction, false, "If enabled and not already inside a transaction, wraps the query inside a full transaction (begin + commit or rollback)", 0) \
     M(UInt64, grace_hash_join_initial_buckets, 1, "Initial number of grace hash join buckets", 0) \
     M(UInt64, grace_hash_join_max_buckets, 1024, "Limit on the number of grace hash join buckets", 0) \
+    M(Int32, join_to_sort_minimum_perkey_rows, 40, "The lower limit of per-key average rows in the right table to determine whether to rerange the right table by key in left or inner join. This setting ensures that the optimization is not applied for sparse table keys", 0) \
+    M(Int32, join_to_sort_maximum_table_rows, 10000, "The maximum number of rows in the right table to determine whether to rerange the right table by key in left or inner join.", 0) \
+    M(Bool, allow_experimental_join_right_table_sorting, false, "If it is set to true, and the conditions of `join_to_sort_minimum_perkey_rows` and `join_to_sort_maximum_table_rows` are met, rerange the right table by key to improve the performance in left or inner hash join.", 0) \
     M(Timezone, session_timezone, "", "This setting can be removed in the future due to potential caveats. It is experimental and is not suitable for production usage. The default timezone for current session or query. The server default timezone if empty.", 0) \
     M(Bool, use_hive_partitioning, false, "Allows to use hive partitioning for File, URL, S3, AzureBlobStorage and HDFS engines.", 0)\
     \
@@ -945,6 +948,7 @@ class IColumn;
     M(Bool, parallel_replicas_prefer_local_join, true, "If true, and JOIN can be executed with parallel replicas algorithm, and all storages of right JOIN part are *MergeTree, local JOIN will be used instead of GLOBAL JOIN.", 0) \
     M(UInt64, parallel_replicas_mark_segment_size, 128, "Parts virtually divided into segments to be distributed between replicas for parallel reading. This setting controls the size of these segments. Not recommended to change until you're absolutely sure in what you're doing", 0) \
     M(Bool, allow_archive_path_syntax, true, "File/S3 engines/table function will parse paths with '::' as '<archive> :: <file>' if archive has correct extension", 0) \
+    M(Bool, parallel_replicas_local_plan, false, "Build local plan for local replica", 0) \
     \
     M(Bool, allow_experimental_inverted_index, false, "If it is set to true, allow to use experimental inverted index.", 0) \
     M(Bool, allow_experimental_full_text_index, false, "If it is set to true, allow to use experimental full-text index.", 0) \
diff --git a/src/Core/SettingsChangesHistory.cpp b/src/Core/SettingsChangesHistory.cpp
index 19f2d5ccdf0..fae8c25f5ed 100644
--- a/src/Core/SettingsChangesHistory.cpp
+++ b/src/Core/SettingsChangesHistory.cpp
@@ -79,6 +79,7 @@ static std::initializer_list<std::pair<ClickHouseVersion, SettingsChangesHistory
             {"output_format_identifier_quoting_style", "Backticks", "Backticks", "New setting."},
             {"database_replicated_allow_replicated_engine_arguments", 1, 0, "Don't allow explicit arguments by default"},
             {"database_replicated_allow_explicit_uuid", 0, 0, "Added a new setting to disallow explicitly specifying table UUID"},
+            {"parallel_replicas_local_plan", false, false, "Use local plan for local replica in a query with parallel replicas"},
         }
     },
     {"24.8",
@@ -99,7 +100,10 @@ static std::initializer_list<std::pair<ClickHouseVersion, SettingsChangesHistory
             {"use_json_alias_for_old_object_type", true, false, "Use JSON type alias to create new JSON type"},
             {"type_json_skip_duplicated_paths", false, false, "Allow to skip duplicated paths during JSON parsing"},
             {"allow_experimental_vector_similarity_index", false, false, "Added new setting to allow experimental vector similarity indexes"},
-            {"input_format_try_infer_datetimes_only_datetime64", true, false, "Allow to infer DateTime instead of DateTime64 in data formats"}
+            {"input_format_try_infer_datetimes_only_datetime64", true, false, "Allow to infer DateTime instead of DateTime64 in data formats"},
+            {"join_to_sort_minimum_perkey_rows", 0, 40, "The lower limit of per-key average rows in the right table to determine whether to rerange the right table by key in left or inner join. This setting ensures that the optimization is not applied for sparse table keys"},
+            {"join_to_sort_maximum_table_rows", 0, 10000, "The maximum number of rows in the right table to determine whether to rerange the right table by key in left or inner join."},
+            {"allow_experimental_join_right_table_sorting", false, false, "If it is set to true, and the conditions of `join_to_sort_minimum_perkey_rows` and `join_to_sort_maximum_table_rows` are met, rerange the right table by key to improve the performance in left or inner hash join."},
         }
     },
     {"24.7",
diff --git a/src/Databases/DatabaseReplicated.cpp b/src/Databases/DatabaseReplicated.cpp
index f6efd6a4f60..3d64c82ba7d 100644
--- a/src/Databases/DatabaseReplicated.cpp
+++ b/src/Databases/DatabaseReplicated.cpp
@@ -63,6 +63,7 @@ namespace ErrorCodes
     extern const int NO_ACTIVE_REPLICAS;
     extern const int CANNOT_GET_REPLICATED_DATABASE_SNAPSHOT;
     extern const int CANNOT_RESTORE_TABLE;
+    extern const int SUPPORT_IS_DISABLED;
 }
 
 static constexpr const char * REPLICATED_DATABASE_MARK = "DatabaseReplicated";
@@ -1741,6 +1742,9 @@ void DatabaseReplicated::detachTablePermanently(ContextPtr local_context, const
 {
     waitDatabaseStarted();
 
+    if (!local_context->getServerSettings().database_replicated_allow_detach_permanently)
+        throw Exception(ErrorCodes::SUPPORT_IS_DISABLED, "Support for DETACH TABLE PERMANENTLY is disabled");
+
     auto txn = local_context->getZooKeeperMetadataTransaction();
     assert(!ddl_worker->isCurrentlyActive() || txn);
     if (txn && txn->isInitialQuery())
diff --git a/src/Functions/sqid.cpp b/src/Functions/sqid.cpp
index 0e133590b84..074a34bd083 100644
--- a/src/Functions/sqid.cpp
+++ b/src/Functions/sqid.cpp
@@ -124,7 +124,7 @@ public:
                 std::string_view sqid = col_non_const->getDataAt(i).toView();
                 std::vector<UInt64> integers = sqids.decode(String(sqid));
                 res_nested_data.insert(integers.begin(), integers.end());
-                res_offsets_data.push_back(integers.size());
+                res_offsets_data.push_back(res_offsets_data.back() + integers.size());
             }
         }
         else
diff --git a/src/IO/S3/URI.cpp b/src/IO/S3/URI.cpp
index 9c80b377661..73bbba055d0 100644
--- a/src/IO/S3/URI.cpp
+++ b/src/IO/S3/URI.cpp
@@ -36,7 +36,7 @@ URI::URI(const std::string & uri_, bool allow_archive_path_syntax)
     /// Case when bucket name represented in domain name of S3 URL.
     /// E.g. (https://bucket-name.s3.region.amazonaws.com/key)
     /// https://docs.aws.amazon.com/AmazonS3/latest/dev/VirtualHosting.html#virtual-hosted-style-access
-    static const RE2 virtual_hosted_style_pattern(R"((.+)\.(s3express[\-a-z0-9]+|s3|cos|obs|oss|eos)([.\-][a-z0-9\-.:]+))");
+    static const RE2 virtual_hosted_style_pattern(R"(([^.]+)\.(s3express[\-a-z0-9]+|s3|cos|obs|.*oss[^\/]*|eos)([.\-][a-z0-9\-.:]+))");
 
     /// Case when AWS Private Link Interface is being used
     /// E.g. (bucket.vpce-07a1cd78f1bd55c5f-j3a3vg6w.s3.us-east-1.vpce.amazonaws.com/bucket-name/key)
diff --git a/src/IO/tests/gtest_s3_uri.cpp b/src/IO/tests/gtest_s3_uri.cpp
index c0bf7fcb28a..abe80db7ba5 100644
--- a/src/IO/tests/gtest_s3_uri.cpp
+++ b/src/IO/tests/gtest_s3_uri.cpp
@@ -204,6 +204,14 @@ TEST(S3UriTest, validPatterns)
         ASSERT_EQ("", uri.version_id);
         ASSERT_EQ(true, uri.is_virtual_hosted_style);
     }
+    {
+        S3::URI uri("https://bucket-test.cn-beijing-internal.oss-data-acc.aliyuncs.com/cc-2zeh496zqm0g6e09g");
+        ASSERT_EQ("https://cn-beijing-internal.oss-data-acc.aliyuncs.com", uri.endpoint);
+        ASSERT_EQ("bucket-test", uri.bucket);
+        ASSERT_EQ("cc-2zeh496zqm0g6e09g", uri.key);
+        ASSERT_EQ("", uri.version_id);
+        ASSERT_EQ(true, uri.is_virtual_hosted_style);
+    }
 }
 
 TEST(S3UriTest, versionIdChecks)
diff --git a/src/Interpreters/ClusterProxy/executeQuery.cpp b/src/Interpreters/ClusterProxy/executeQuery.cpp
index d04a73e384e..771c6a89caa 100644
--- a/src/Interpreters/ClusterProxy/executeQuery.cpp
+++ b/src/Interpreters/ClusterProxy/executeQuery.cpp
@@ -28,6 +28,7 @@
 #include <Storages/StorageReplicatedMergeTree.h>
 #include <Storages/StorageSnapshot.h>
 #include <Storages/buildQueryTreeForShard.h>
+#include <Processors/QueryPlan/ParallelReplicasLocalPlan.h>
 #include <Storages/getStructureOfRemoteTable.h>
 
 namespace DB
@@ -38,6 +39,7 @@ namespace ErrorCodes
     extern const int TOO_LARGE_DISTRIBUTED_DEPTH;
     extern const int LOGICAL_ERROR;
     extern const int UNEXPECTED_CLUSTER;
+    extern const int INCONSISTENT_CLUSTER_DEFINITION;
 }
 
 namespace ClusterProxy
@@ -439,7 +441,8 @@ void executeQueryWithParallelReplicas(
     QueryProcessingStage::Enum processed_stage,
     const ASTPtr & query_ast,
     ContextPtr context,
-    std::shared_ptr<const StorageLimitsList> storage_limits)
+    std::shared_ptr<const StorageLimitsList> storage_limits,
+    QueryPlanStepPtr analyzed_read_from_merge_tree)
 {
     auto logger = getLogger("executeQueryWithParallelReplicas");
     LOG_DEBUG(logger, "Executing read from {}, header {}, query ({}), stage {} with parallel replicas",
@@ -485,12 +488,12 @@ void executeQueryWithParallelReplicas(
         shard_num = column->getUInt(0);
     }
 
-    const auto shard_count = not_optimized_cluster->getShardCount();
     ClusterPtr new_cluster = not_optimized_cluster;
     /// if got valid shard_num from query initiator, then parallel replicas scope is the specified shard
     /// shards are numbered in order of appearance in the cluster config
     if (shard_num > 0)
     {
+        const auto shard_count = not_optimized_cluster->getShardCount();
         if (shard_num > shard_count)
             throw Exception(
                 ErrorCodes::LOGICAL_ERROR,
@@ -516,21 +519,147 @@ void executeQueryWithParallelReplicas(
                 "`cluster_for_parallel_replicas` setting refers to cluster with several shards. Expected a cluster with one shard");
     }
 
-    auto external_tables = new_context->getExternalTables();
-    auto read_from_remote = std::make_unique<ReadFromParallelRemoteReplicasStep>(
-        query_ast,
-        new_cluster,
-        storage_id,
-        header,
-        processed_stage,
-        new_context,
-        getThrottler(new_context),
-        std::move(scalars),
-        std::move(external_tables),
-        getLogger("ReadFromParallelRemoteReplicasStep"),
-        std::move(storage_limits));
+    const auto & shard = new_cluster->getShardsInfo().at(0);
+    size_t max_replicas_to_use = settings.max_parallel_replicas;
+    if (max_replicas_to_use > shard.getAllNodeCount())
+    {
+        LOG_INFO(
+            getLogger("ReadFromParallelRemoteReplicasStep"),
+            "The number of replicas requested ({}) is bigger than the real number available in the cluster ({}). "
+            "Will use the latter number to execute the query.",
+            settings.max_parallel_replicas,
+            shard.getAllNodeCount());
+        max_replicas_to_use = shard.getAllNodeCount();
+    }
 
-    query_plan.addStep(std::move(read_from_remote));
+    auto coordinator = std::make_shared<ParallelReplicasReadingCoordinator>(max_replicas_to_use, settings.parallel_replicas_mark_segment_size);
+
+    auto external_tables = new_context->getExternalTables();
+
+    std::vector<ConnectionPoolWithFailover::Base::ShuffledPool> shuffled_pool;
+    if (max_replicas_to_use < shard.getAllNodeCount())
+    {
+        // will be shuffled according to `load_balancing` setting
+        shuffled_pool = shard.pool->getShuffledPools(settings);
+    }
+    else
+    {
+        /// If all replicas in cluster are used for query execution,
+        /// try to preserve replicas order as in cluster definition.
+        /// It's important for data locality during query execution
+        /// independently of the query initiator
+        auto priority_func = [](size_t i) { return Priority{static_cast<Int64>(i)}; };
+        shuffled_pool = shard.pool->getShuffledPools(settings, priority_func);
+    }
+
+    std::vector<ConnectionPoolPtr> pools_to_use;
+    pools_to_use.reserve(shuffled_pool.size());
+    for (auto & pool : shuffled_pool)
+        pools_to_use.emplace_back(std::move(pool.pool));
+
+    /// do not build local plan for distributed queries for now (address it later)
+    if (settings.allow_experimental_analyzer && settings.parallel_replicas_local_plan && !shard_num)
+    {
+        /// find local replica index in pool
+        std::optional<size_t> local_replica_index;
+        for (size_t i = 0, s = pools_to_use.size(); i < s; ++i)
+        {
+            const auto & hostname = pools_to_use[i]->getHost();
+            const auto found = std::find_if(
+                begin(shard.local_addresses),
+                end(shard.local_addresses),
+                [&hostname](const Cluster::Address & local_addr) { return hostname == local_addr.host_name; });
+            if (found != shard.local_addresses.end())
+            {
+                local_replica_index = i;
+                break;
+            }
+        }
+        if (!local_replica_index)
+            throw Exception(
+                ErrorCodes::INCONSISTENT_CLUSTER_DEFINITION,
+                "Local replica is not found in '{}' cluster definition, see 'cluster_for_parallel_replicas' setting",
+                new_cluster->getName());
+
+        // resize the pool but keep local replicas in it (and update its index)
+        chassert(max_replicas_to_use <= pools_to_use.size());
+        if (local_replica_index >= max_replicas_to_use)
+        {
+            std::swap(pools_to_use[max_replicas_to_use - 1], pools_to_use[local_replica_index.value()]);
+            local_replica_index = max_replicas_to_use - 1;
+        }
+        pools_to_use.resize(max_replicas_to_use);
+
+        auto [local_plan, with_parallel_replicas] = createLocalPlanForParallelReplicas(
+            query_ast,
+            header,
+            new_context,
+            processed_stage,
+            coordinator,
+            std::move(analyzed_read_from_merge_tree),
+            local_replica_index.value());
+
+        if (!with_parallel_replicas)
+        {
+            query_plan = std::move(*local_plan);
+            return;
+        }
+
+        LOG_DEBUG(logger, "Local replica got replica number {}", local_replica_index.value());
+
+        auto read_from_remote = std::make_unique<ReadFromParallelRemoteReplicasStep>(
+            query_ast,
+            new_cluster,
+            storage_id,
+            coordinator,
+            header,
+            processed_stage,
+            new_context,
+            getThrottler(new_context),
+            std::move(scalars),
+            std::move(external_tables),
+            getLogger("ReadFromParallelRemoteReplicasStep"),
+            std::move(storage_limits),
+            std::move(pools_to_use),
+            local_replica_index);
+
+        auto remote_plan = std::make_unique<QueryPlan>();
+        remote_plan->addStep(std::move(read_from_remote));
+
+        DataStreams input_streams;
+        input_streams.reserve(2);
+        input_streams.emplace_back(local_plan->getCurrentDataStream());
+        input_streams.emplace_back(remote_plan->getCurrentDataStream());
+
+        std::vector<QueryPlanPtr> plans;
+        plans.emplace_back(std::move(local_plan));
+        plans.emplace_back(std::move(remote_plan));
+
+        auto union_step = std::make_unique<UnionStep>(std::move(input_streams));
+        query_plan.unitePlans(std::move(union_step), std::move(plans));
+    }
+    else
+    {
+        chassert(max_replicas_to_use <= pools_to_use.size());
+        pools_to_use.resize(max_replicas_to_use);
+
+        auto read_from_remote = std::make_unique<ReadFromParallelRemoteReplicasStep>(
+            query_ast,
+            new_cluster,
+            storage_id,
+            std::move(coordinator),
+            header,
+            processed_stage,
+            new_context,
+            getThrottler(new_context),
+            std::move(scalars),
+            std::move(external_tables),
+            getLogger("ReadFromParallelRemoteReplicasStep"),
+            std::move(storage_limits),
+            std::move(pools_to_use));
+
+        query_plan.addStep(std::move(read_from_remote));
+    }
 }
 
 void executeQueryWithParallelReplicas(
@@ -540,7 +669,8 @@ void executeQueryWithParallelReplicas(
     const QueryTreeNodePtr & query_tree,
     const PlannerContextPtr & planner_context,
     ContextPtr context,
-    std::shared_ptr<const StorageLimitsList> storage_limits)
+    std::shared_ptr<const StorageLimitsList> storage_limits,
+    QueryPlanStepPtr analyzed_read_from_merge_tree)
 {
     QueryTreeNodePtr modified_query_tree = query_tree->clone();
     rewriteJoinToGlobalJoin(modified_query_tree, context);
@@ -550,7 +680,8 @@ void executeQueryWithParallelReplicas(
         = InterpreterSelectQueryAnalyzer::getSampleBlock(modified_query_tree, context, SelectQueryOptions(processed_stage).analyze());
     auto modified_query_ast = queryNodeToDistributedSelectQuery(modified_query_tree);
 
-    executeQueryWithParallelReplicas(query_plan, storage_id, header, processed_stage, modified_query_ast, context, storage_limits);
+    executeQueryWithParallelReplicas(
+        query_plan, storage_id, header, processed_stage, modified_query_ast, context, storage_limits, std::move(analyzed_read_from_merge_tree));
 }
 
 void executeQueryWithParallelReplicas(
@@ -646,6 +777,49 @@ void executeQueryWithParallelReplicasCustomKey(
         context, query_info.query, storage_id.getDatabaseName(), storage_id.getTableName(), /*table_function_ptr=*/nullptr);
     executeQueryWithParallelReplicasCustomKey(query_plan, storage_id, query_info, columns, snapshot, processed_stage, header, context);
 }
+
+bool canUseParallelReplicasOnInitiator(const ContextPtr & context)
+{
+    if (!context->canUseParallelReplicasOnInitiator())
+        return false;
+
+    auto cluster = context->getClusterForParallelReplicas();
+    if (cluster->getShardCount() == 1)
+        return cluster->getShardsInfo()[0].getAllNodeCount() > 1;
+
+    /// parallel replicas with distributed table
+    auto scalars = context->hasQueryContext() ? context->getQueryContext()->getScalars() : Scalars{};
+    UInt64 shard_num = 0; /// shard_num is 1-based, so 0 - no shard specified
+    const auto it = scalars.find("_shard_num");
+    if (it != scalars.end())
+    {
+        const Block & block = it->second;
+        const auto & column = block.safeGetByPosition(0).column;
+        shard_num = column->getUInt(0);
+    }
+    if (shard_num > 0)
+    {
+        const auto shard_count = cluster->getShardCount();
+        if (shard_num > shard_count)
+            throw Exception(
+                ErrorCodes::LOGICAL_ERROR,
+                "Shard number is greater than shard count: shard_num={} shard_count={} cluster={}",
+                shard_num,
+                shard_count,
+                cluster->getName());
+
+        return cluster->getShardsInfo().at(shard_num - 1).getAllNodeCount() > 1;
+    }
+
+    if (cluster->getShardCount() > 1)
+        throw DB::Exception(
+            ErrorCodes::UNEXPECTED_CLUSTER,
+            "`cluster_for_parallel_replicas` setting refers to cluster with {} shards. Expected a cluster with one shard",
+            cluster->getShardCount());
+
+    return false;
+}
+
 }
 
 }
diff --git a/src/Interpreters/ClusterProxy/executeQuery.h b/src/Interpreters/ClusterProxy/executeQuery.h
index c22fcd24f03..2a21f3e8255 100644
--- a/src/Interpreters/ClusterProxy/executeQuery.h
+++ b/src/Interpreters/ClusterProxy/executeQuery.h
@@ -35,6 +35,9 @@ using QueryTreeNodePtr = std::shared_ptr<IQueryTreeNode>;
 class PlannerContext;
 using PlannerContextPtr = std::shared_ptr<PlannerContext>;
 
+class IQueryPlanStep;
+using QueryPlanStepPtr = std::unique_ptr<IQueryPlanStep>;
+
 namespace ClusterProxy
 {
 
@@ -55,6 +58,8 @@ using AdditionalShardFilterGenerator = std::function<ASTPtr(uint64_t)>;
 AdditionalShardFilterGenerator
 getShardFilterGeneratorForCustomKey(const Cluster & cluster, ContextPtr context, const ColumnsDescription & columns);
 
+bool canUseParallelReplicasOnInitiator(const ContextPtr & context);
+
 /// Execute a distributed query, creating a query plan, from which the query pipeline can be built.
 /// `stream_factory` object encapsulates the logic of creating plans for a different type of query
 /// (currently SELECT, DESCRIBE).
@@ -81,7 +86,8 @@ void executeQueryWithParallelReplicas(
     QueryProcessingStage::Enum processed_stage,
     const ASTPtr & query_ast,
     ContextPtr context,
-    std::shared_ptr<const StorageLimitsList> storage_limits);
+    std::shared_ptr<const StorageLimitsList> storage_limits,
+    QueryPlanStepPtr read_from_merge_tree = nullptr);
 
 void executeQueryWithParallelReplicas(
     QueryPlan & query_plan,
@@ -98,7 +104,8 @@ void executeQueryWithParallelReplicas(
     const QueryTreeNodePtr & query_tree,
     const PlannerContextPtr & planner_context,
     ContextPtr context,
-    std::shared_ptr<const StorageLimitsList> storage_limits);
+    std::shared_ptr<const StorageLimitsList> storage_limits,
+    QueryPlanStepPtr read_from_merge_tree);
 
 void executeQueryWithParallelReplicasCustomKey(
     QueryPlan & query_plan,
diff --git a/src/Interpreters/Context.cpp b/src/Interpreters/Context.cpp
index 373cc91ebcb..7adfb42fb51 100644
--- a/src/Interpreters/Context.cpp
+++ b/src/Interpreters/Context.cpp
@@ -5,6 +5,7 @@
 #include <Poco/UUID.h>
 #include <Poco/Util/Application.h>
 #include <Common/AsyncLoader.h>
+#include <Common/CgroupsMemoryUsageObserver.h>
 #include <Common/PoolId.h>
 #include <Common/SensitiveDataMasker.h>
 #include <Common/Macros.h>
diff --git a/src/Interpreters/Context.h b/src/Interpreters/Context.h
index fb5337158ba..858b4a78430 100644
--- a/src/Interpreters/Context.h
+++ b/src/Interpreters/Context.h
@@ -152,6 +152,7 @@ class ServerType;
 template <class Queue>
 class MergeTreeBackgroundExecutor;
 class AsyncLoader;
+struct ICgroupsReader;
 
 struct TemporaryTableHolder;
 using TemporaryTablesMapping = std::map<String, std::shared_ptr<TemporaryTableHolder>>;
diff --git a/src/Interpreters/HashJoin/AddedColumns.cpp b/src/Interpreters/HashJoin/AddedColumns.cpp
index 21cb6e401ed..2e1ecb0da72 100644
--- a/src/Interpreters/HashJoin/AddedColumns.cpp
+++ b/src/Interpreters/HashJoin/AddedColumns.cpp
@@ -34,6 +34,23 @@ void AddedColumns<true>::buildOutput()
     {
         if (join_data_avg_perkey_rows < output_by_row_list_threshold)
             buildOutputFromBlocks<true>();
+        else if (join_data_sorted)
+        {
+            for (size_t i = 0; i < this->size(); ++i)
+            {
+                auto & col = columns[i];
+                for (auto row_ref_i : lazy_output.row_refs)
+                {
+                    if (row_ref_i)
+                    {
+                        const RowRefList * row_ref_list = reinterpret_cast<const RowRefList *>(row_ref_i);
+                        col->insertRangeFrom(*row_ref_list->block->getByPosition(right_indexes[i]).column, row_ref_list->row_num, row_ref_list->rows);
+                    }
+                    else
+                        type_name[i].type->insertDefaultInto(*col);
+                }
+            }
+        }
         else
         {
             for (size_t i = 0; i < this->size(); ++i)
diff --git a/src/Interpreters/HashJoin/AddedColumns.h b/src/Interpreters/HashJoin/AddedColumns.h
index f1b95a63be6..4603d493329 100644
--- a/src/Interpreters/HashJoin/AddedColumns.h
+++ b/src/Interpreters/HashJoin/AddedColumns.h
@@ -66,6 +66,9 @@ public:
         , join_on_keys(join_on_keys_)
         , additional_filter_expression(additional_filter_expression_)
         , rows_to_add(left_block.rows())
+        , join_data_avg_perkey_rows(join.getJoinedData()->avgPerKeyRows())
+        , output_by_row_list_threshold(join.getTableJoin().outputByRowListPerkeyRowsThreshold())
+        , join_data_sorted(join.getJoinedData()->sorted)
         , is_join_get(is_join_get_)
     {
         size_t num_columns_to_add = block_with_columns_to_add.columns();
@@ -113,8 +116,6 @@ public:
             if (columns[j]->isNullable() && !saved_column->isNullable())
                 nullable_column_ptrs[j] = typeid_cast<ColumnNullable *>(columns[j].get());
         }
-        join_data_avg_perkey_rows = join.getJoinedData()->avgPerKeyRows();
-        output_by_row_list_threshold = join.getTableJoin().outputByRowListPerkeyRowsThreshold();
     }
 
     size_t size() const { return columns.size(); }
@@ -149,6 +150,7 @@ public:
     bool output_by_row_list = false;
     size_t join_data_avg_perkey_rows = 0;
     size_t output_by_row_list_threshold = 0;
+    bool join_data_sorted = false;
     IColumn::Filter filter;
 
     void reserve(bool need_replicate)
diff --git a/src/Interpreters/HashJoin/HashJoin.cpp b/src/Interpreters/HashJoin/HashJoin.cpp
index 9c07a71e614..1b8b45b94ea 100644
--- a/src/Interpreters/HashJoin/HashJoin.cpp
+++ b/src/Interpreters/HashJoin/HashJoin.cpp
@@ -649,7 +649,6 @@ bool HashJoin::addBlockToJoin(const Block & source_block_, bool check_limits)
     }
     data->keys_to_join = total_rows;
     shrinkStoredBlocksToFit(total_bytes);
-
     return table_join->sizeLimits().check(total_rows, total_bytes, "JOIN", ErrorCodes::SET_SIZE_LIMIT_EXCEEDED);
 }
 
@@ -1361,4 +1360,96 @@ bool HashJoin::needUsedFlagsForPerRightTableRow(std::shared_ptr<TableJoin> table
     return false;
 }
 
+template <JoinKind KIND, typename Map, JoinStrictness STRICTNESS>
+void HashJoin::tryRerangeRightTableDataImpl(Map & map [[maybe_unused]])
+{
+    constexpr JoinFeatures<KIND, STRICTNESS, Map> join_features;
+    if constexpr (!join_features.is_all_join || (!join_features.left && !join_features.inner))
+        throw Exception(ErrorCodes::LOGICAL_ERROR, "Only left or inner join table can be reranged.");
+    else
+    {
+        auto merge_rows_into_one_block = [&](BlocksList & blocks, RowRefList & rows_ref)
+        {
+            auto it = rows_ref.begin();
+            if (it.ok())
+            {
+                if (blocks.empty() || blocks.back().rows() >= DEFAULT_BLOCK_SIZE)
+                    blocks.emplace_back(it->block->cloneEmpty());
+            }
+            else
+            {
+                return;
+            }
+            auto & block = blocks.back();
+            size_t start_row = block.rows();
+            for (; it.ok(); ++it)
+            {
+                for (size_t i = 0; i < block.columns(); ++i)
+                {
+                    auto & col = block.getByPosition(i).column->assumeMutableRef();
+                    col.insertFrom(*it->block->getByPosition(i).column, it->row_num);
+                }
+            }
+            if (block.rows() > start_row)
+            {
+                RowRefList new_rows_ref(&block, start_row, block.rows() - start_row);
+                rows_ref = std::move(new_rows_ref);
+            }
+        };
+
+        auto visit_rows_map = [&](BlocksList & blocks, MapsAll & rows_map)
+        {
+            switch (data->type)
+            {
+        #define M(TYPE) \
+                case Type::TYPE: \
+                {\
+                    rows_map.TYPE->forEachMapped([&](RowRefList & rows_ref) { merge_rows_into_one_block(blocks, rows_ref); }); \
+                    break; \
+                }
+                APPLY_FOR_JOIN_VARIANTS(M)
+        #undef M
+                default:
+                    break;
+            }
+        };
+        BlocksList sorted_blocks;
+        visit_rows_map(sorted_blocks, map);
+        data->blocks.swap(sorted_blocks);
+    }
+}
+
+void HashJoin::tryRerangeRightTableData()
+{
+    if (!table_join->allowJoinSorting() || table_join->getMixedJoinExpression() || !isInnerOrLeft(kind) || strictness != JoinStrictness::All)
+        return;
+
+    /// We should not rerange the right table on such conditions:
+    /// 1. the right table is already reranged by key or it is empty.
+    /// 2. the join clauses size is greater than 1, like `...join on a.key1=b.key1 or a.key2=b.key2`, we can not rerange the right table on different set of keys.
+    /// 3. the number of right table rows exceed the threshold, which may result in a significant cost for reranging and lead to performance degradation.
+    /// 4. the keys of right table is very sparse, which may result in insignificant performance improvement after reranging by key.
+    if (!data || data->sorted || data->blocks.empty() || data->maps.size() > 1 || data->rows_to_join > table_join->sortRightMaximumTableRows() ||  data->avgPerKeyRows() < table_join->sortRightMinimumPerkeyRows())
+        return;
+
+    if (data->keys_to_join == 0)
+        data->keys_to_join = getTotalRowCount();
+
+    /// If the there is no columns to add, means no columns to output, then the rerange would not improve performance by using column's `insertRangeFrom`
+    /// to replace column's `insertFrom` to make the output.
+    if (sample_block_with_columns_to_add.columns() == 0)
+    {
+        LOG_DEBUG(log, "The joined right table total rows :{}, total keys :{}", data->rows_to_join, data->keys_to_join);
+        return;
+    }
+    [[maybe_unused]] bool result = joinDispatch(
+        kind,
+        strictness,
+        data->maps.front(),
+        /*prefer_use_maps_all*/ false,
+        [&](auto kind_, auto strictness_, auto & map_) { tryRerangeRightTableDataImpl<kind_, decltype(map_), strictness_>(map_); });
+    chassert(result);
+    data->sorted = true;
+}
+
 }
diff --git a/src/Interpreters/HashJoin/HashJoin.h b/src/Interpreters/HashJoin/HashJoin.h
index d645b8e9273..230343691ea 100644
--- a/src/Interpreters/HashJoin/HashJoin.h
+++ b/src/Interpreters/HashJoin/HashJoin.h
@@ -345,11 +345,12 @@ public:
 
         size_t blocks_allocated_size = 0;
         size_t blocks_nullmaps_allocated_size = 0;
-
         /// Number of rows of right table to join
         size_t rows_to_join = 0;
         /// Number of keys of right table to join
         size_t keys_to_join = 0;
+        /// Whether the right table reranged by key
+        bool sorted = false;
 
         size_t avgPerKeyRows() const
         {
@@ -465,6 +466,10 @@ private:
 
     void validateAdditionalFilterExpression(std::shared_ptr<ExpressionActions> additional_filter_expression);
     bool needUsedFlagsForPerRightTableRow(std::shared_ptr<TableJoin> table_join_) const;
+
+    void tryRerangeRightTableData() override;
+    template <JoinKind KIND, typename Map, JoinStrictness STRICTNESS>
+    void tryRerangeRightTableDataImpl(Map & map);
 };
 
 }
diff --git a/src/Interpreters/HashJoin/HashJoinMethods.h b/src/Interpreters/HashJoin/HashJoinMethods.h
index 97ad57d26ea..c5b54a62f36 100644
--- a/src/Interpreters/HashJoin/HashJoinMethods.h
+++ b/src/Interpreters/HashJoin/HashJoinMethods.h
@@ -83,7 +83,6 @@ public:
         const Block & block_with_columns_to_add,
         const MapsTemplateVector & maps_,
         bool is_join_get = false);
-
 private:
     template <typename KeyGetter, bool is_asof_join>
     static KeyGetter createKeyGetter(const ColumnRawPtrs & key_columns, const Sizes & key_sizes);
@@ -199,4 +198,3 @@ extern template class HashJoinMethods<JoinKind::Full, JoinStrictness::Semi, Hash
 extern template class HashJoinMethods<JoinKind::Full, JoinStrictness::Anti, HashJoin::MapsOne>;
 extern template class HashJoinMethods<JoinKind::Full, JoinStrictness::Asof, HashJoin::MapsAsof>;
 }
-
diff --git a/src/Interpreters/IJoin.h b/src/Interpreters/IJoin.h
index 7374348da50..8f648de2538 100644
--- a/src/Interpreters/IJoin.h
+++ b/src/Interpreters/IJoin.h
@@ -115,6 +115,7 @@ public:
     /// Peek next stream of delayed joined blocks.
     virtual IBlocksStreamPtr getDelayedBlocks() { return nullptr; }
     virtual bool hasDelayedBlocks() const { return false; }
+    virtual void tryRerangeRightTableData() {}
 
     virtual IBlocksStreamPtr
         getNonJoinedBlocks(const Block & left_sample_block, const Block & result_sample_block, UInt64 max_block_size) const = 0;
diff --git a/src/Interpreters/ProcessList.cpp b/src/Interpreters/ProcessList.cpp
index 6cb50b310ad..f8a808f6c68 100644
--- a/src/Interpreters/ProcessList.cpp
+++ b/src/Interpreters/ProcessList.cpp
@@ -258,7 +258,7 @@ ProcessList::insert(const String & query_, const IAST * ast, ContextMutablePtr q
                 query_context,
                 query_,
                 client_info,
-                priorities.insert(static_cast<int>(settings.priority)),
+                priorities.insert(settings.priority),
                 std::move(thread_group),
                 query_kind,
                 settings,
diff --git a/src/Interpreters/QueryPriorities.h b/src/Interpreters/QueryPriorities.h
index 9e18e7bcff3..7601c7ba6eb 100644
--- a/src/Interpreters/QueryPriorities.h
+++ b/src/Interpreters/QueryPriorities.h
@@ -31,7 +31,7 @@ namespace DB
 class QueryPriorities
 {
 public:
-    using Priority = int;
+    using Priority = size_t;
 
 private:
     friend struct Handle;
diff --git a/src/Interpreters/RowRefs.h b/src/Interpreters/RowRefs.h
index 7c98c47dd11..f8ac68191d6 100644
--- a/src/Interpreters/RowRefs.h
+++ b/src/Interpreters/RowRefs.h
@@ -123,6 +123,7 @@ struct RowRefList : RowRef
 
     RowRefList() {} /// NOLINT
     RowRefList(const Block * block_, size_t row_num_) : RowRef(block_, row_num_), rows(1) {}
+    RowRefList(const Block * block_, size_t row_start_, size_t rows_) : RowRef(block_, row_start_), rows(static_cast<SizeT>(rows_)) {}
 
     ForwardIterator begin() const { return ForwardIterator(this); }
 
diff --git a/src/Interpreters/ServerAsynchronousMetrics.cpp b/src/Interpreters/ServerAsynchronousMetrics.cpp
index 872a9f864df..079029695c9 100644
--- a/src/Interpreters/ServerAsynchronousMetrics.cpp
+++ b/src/Interpreters/ServerAsynchronousMetrics.cpp
@@ -55,9 +55,11 @@ ServerAsynchronousMetrics::ServerAsynchronousMetrics(
     ContextPtr global_context_,
     unsigned update_period_seconds,
     unsigned heavy_metrics_update_period_seconds,
-    const ProtocolServerMetricsFunc & protocol_server_metrics_func_)
+    const ProtocolServerMetricsFunc & protocol_server_metrics_func_,
+    bool update_jemalloc_epoch_,
+    bool update_rss_)
     : WithContext(global_context_)
-    , AsynchronousMetrics(update_period_seconds, protocol_server_metrics_func_)
+    , AsynchronousMetrics(update_period_seconds, protocol_server_metrics_func_, update_jemalloc_epoch_, update_rss_)
     , heavy_metric_update_period(heavy_metrics_update_period_seconds)
 {
     /// sanity check
diff --git a/src/Interpreters/ServerAsynchronousMetrics.h b/src/Interpreters/ServerAsynchronousMetrics.h
index e3c83dc748e..5fab419a32b 100644
--- a/src/Interpreters/ServerAsynchronousMetrics.h
+++ b/src/Interpreters/ServerAsynchronousMetrics.h
@@ -14,7 +14,10 @@ public:
         ContextPtr global_context_,
         unsigned update_period_seconds,
         unsigned heavy_metrics_update_period_seconds,
-        const ProtocolServerMetricsFunc & protocol_server_metrics_func_);
+        const ProtocolServerMetricsFunc & protocol_server_metrics_func_,
+        bool update_jemalloc_epoch_,
+        bool update_rss_);
+
     ~ServerAsynchronousMetrics() override;
 
 private:
diff --git a/src/Interpreters/Squashing.cpp b/src/Interpreters/Squashing.cpp
index 95b76c60063..c656a1a797b 100644
--- a/src/Interpreters/Squashing.cpp
+++ b/src/Interpreters/Squashing.cpp
@@ -45,7 +45,7 @@ Chunk Squashing::squash(Chunk && input_chunk)
 
 Chunk Squashing::add(Chunk && input_chunk)
 {
-    if (!input_chunk)
+    if (!input_chunk || input_chunk.getNumRows() == 0)
         return {};
 
     /// Just read block is already enough.
diff --git a/src/Interpreters/TableJoin.cpp b/src/Interpreters/TableJoin.cpp
index 138085f0710..59a0374051f 100644
--- a/src/Interpreters/TableJoin.cpp
+++ b/src/Interpreters/TableJoin.cpp
@@ -116,6 +116,9 @@ TableJoin::TableJoin(const Settings & settings, VolumePtr tmp_volume_, Temporary
     , max_files_to_merge(settings.join_on_disk_max_files_to_merge)
     , temporary_files_codec(settings.temporary_files_codec)
     , output_by_rowlist_perkey_rows_threshold(settings.join_output_by_rowlist_perkey_rows_threshold)
+    , sort_right_minimum_perkey_rows(settings.join_to_sort_minimum_perkey_rows)
+    , sort_right_maximum_table_rows(settings.join_to_sort_maximum_table_rows)
+    , allow_join_sorting(settings.allow_experimental_join_right_table_sorting)
     , max_memory_usage(settings.max_memory_usage)
     , tmp_volume(tmp_volume_)
     , tmp_data(tmp_data_)
diff --git a/src/Interpreters/TableJoin.h b/src/Interpreters/TableJoin.h
index 4d626084d81..e1bae55a4ed 100644
--- a/src/Interpreters/TableJoin.h
+++ b/src/Interpreters/TableJoin.h
@@ -149,6 +149,9 @@ private:
     const size_t max_files_to_merge = 0;
     const String temporary_files_codec = "LZ4";
     const size_t output_by_rowlist_perkey_rows_threshold = 0;
+    const size_t sort_right_minimum_perkey_rows = 0;
+    const size_t sort_right_maximum_table_rows = 0;
+    const bool allow_join_sorting = false;
 
     /// Value if setting max_memory_usage for query, can be used when max_bytes_in_join is not specified.
     size_t max_memory_usage = 0;
@@ -297,6 +300,9 @@ public:
     }
 
     size_t outputByRowListPerkeyRowsThreshold() const { return output_by_rowlist_perkey_rows_threshold; }
+    size_t sortRightMinimumPerkeyRows() const { return sort_right_minimum_perkey_rows; }
+    size_t sortRightMaximumTableRows() const { return sort_right_maximum_table_rows; }
+    bool allowJoinSorting() const { return allow_join_sorting; }
     size_t defaultMaxBytes() const { return default_max_bytes; }
     size_t maxJoinedBlockRows() const { return max_joined_block_rows; }
     size_t maxRowsInRightBlock() const { return partial_merge_join_rows_in_right_blocks; }
diff --git a/src/Planner/PlannerJoinTree.cpp b/src/Planner/PlannerJoinTree.cpp
index bc31af32a20..76583c82583 100644
--- a/src/Planner/PlannerJoinTree.cpp
+++ b/src/Planner/PlannerJoinTree.cpp
@@ -893,31 +893,6 @@ JoinTreeQueryPlan buildQueryPlanForTableExpression(QueryTreeNodePtr table_expres
                 /// query_plan can be empty if there is nothing to read
                 if (query_plan.isInitialized() && parallel_replicas_enabled_for_storage(storage, settings))
                 {
-                    // (1) find read step
-                    QueryPlan::Node * node = query_plan.getRootNode();
-                    ReadFromMergeTree * reading = nullptr;
-                    while (node)
-                    {
-                        reading = typeid_cast<ReadFromMergeTree *>(node->step.get());
-                        if (reading)
-                            break;
-
-                        QueryPlan::Node * prev_node = node;
-                        if (!node->children.empty())
-                        {
-                            chassert(node->children.size() == 1);
-                            node = node->children.at(0);
-                        }
-                        else
-                        {
-                            throw Exception(
-                                ErrorCodes::LOGICAL_ERROR,
-                                "Step is expected to be ReadFromMergeTree but it's {}",
-                                prev_node->step->getName());
-                        }
-                    }
-
-                    chassert(reading);
                     if (query_context->canUseParallelReplicasCustomKey() && query_context->getClientInfo().distributed_depth == 0)
                     {
                         if (auto cluster = query_context->getClusterForParallelReplicas();
@@ -940,21 +915,50 @@ JoinTreeQueryPlan buildQueryPlanForTableExpression(QueryTreeNodePtr table_expres
                             query_plan = std::move(query_plan_parallel_replicas);
                         }
                     }
-                    else if (query_context->canUseParallelReplicasOnInitiator())
+                    else if (ClusterProxy::canUseParallelReplicasOnInitiator(query_context))
                     {
+                        // (1) find read step
+                        QueryPlan::Node * node = query_plan.getRootNode();
+                        ReadFromMergeTree * reading = nullptr;
+                        while (node)
+                        {
+                            reading = typeid_cast<ReadFromMergeTree *>(node->step.get());
+                            if (reading)
+                                break;
+
+                            QueryPlan::Node * prev_node = node;
+                            if (!node->children.empty())
+                            {
+                                chassert(node->children.size() == 1);
+                                node = node->children.at(0);
+                            }
+                            else
+                            {
+                                throw Exception(
+                                    ErrorCodes::LOGICAL_ERROR,
+                                    "Step is expected to be ReadFromMergeTree but it's {}",
+                                    prev_node->step->getName());
+                            }
+                        }
+
+                        chassert(reading);
+
                         // (2) if it's ReadFromMergeTree - run index analysis and check number of rows to read
                         if (settings.parallel_replicas_min_number_of_rows_per_replica > 0)
                         {
                             auto result_ptr = reading->selectRangesToRead();
-
                             UInt64 rows_to_read = result_ptr->selected_rows;
+
+                            reading->setAnalyzedResult(std::move(result_ptr));
+
                             if (table_expression_query_info.trivial_limit > 0 && table_expression_query_info.trivial_limit < rows_to_read)
                                 rows_to_read = table_expression_query_info.trivial_limit;
 
                             if (max_block_size_limited && (max_block_size_limited < rows_to_read))
                                 rows_to_read = max_block_size_limited;
 
-                            const size_t number_of_replicas_to_use = rows_to_read / settings.parallel_replicas_min_number_of_rows_per_replica;
+                            const size_t number_of_replicas_to_use
+                                = rows_to_read / settings.parallel_replicas_min_number_of_rows_per_replica;
                             LOG_TRACE(
                                 getLogger("Planner"),
                                 "Estimated {} rows to read. It is enough work for {} parallel replicas",
@@ -980,6 +984,7 @@ JoinTreeQueryPlan buildQueryPlanForTableExpression(QueryTreeNodePtr table_expres
                         {
                             from_stage = QueryProcessingStage::WithMergeableState;
                             QueryPlan query_plan_parallel_replicas;
+                            QueryPlanStepPtr reading_step = std::move(node->step);
                             ClusterProxy::executeQueryWithParallelReplicas(
                                 query_plan_parallel_replicas,
                                 storage->getStorageID(),
@@ -987,9 +992,24 @@ JoinTreeQueryPlan buildQueryPlanForTableExpression(QueryTreeNodePtr table_expres
                                 table_expression_query_info.query_tree,
                                 table_expression_query_info.planner_context,
                                 query_context,
-                                table_expression_query_info.storage_limits);
+                                table_expression_query_info.storage_limits,
+                                std::move(reading_step));
                             query_plan = std::move(query_plan_parallel_replicas);
                         }
+                        else
+                        {
+                            QueryPlan query_plan_no_parallel_replicas;
+                            storage->read(
+                                query_plan_no_parallel_replicas,
+                                columns_names,
+                                storage_snapshot,
+                                table_expression_query_info,
+                                query_context,
+                                from_stage,
+                                max_block_size,
+                                max_streams);
+                            query_plan = std::move(query_plan_no_parallel_replicas);
+                        }
                     }
                 }
 
diff --git a/src/Planner/findParallelReplicasQuery.cpp b/src/Planner/findParallelReplicasQuery.cpp
index 39edb1e6516..25481d06670 100644
--- a/src/Planner/findParallelReplicasQuery.cpp
+++ b/src/Planner/findParallelReplicasQuery.cpp
@@ -52,7 +52,13 @@ std::stack<const QueryNode *> getSupportingParallelReplicasQuery(const IQueryTre
                 const auto & storage = table_node.getStorage();
                 /// Here we check StorageDummy as well, to support a query tree with replaced storages.
                 if (std::dynamic_pointer_cast<MergeTreeData>(storage) || typeid_cast<const StorageDummy *>(storage.get()))
+                {
+                    /// parallel replicas is not supported with FINAL
+                    if (table_node.getTableExpressionModifiers() && table_node.getTableExpressionModifiers()->hasFinal())
+                        return {};
+
                     return res;
+                }
 
                 return {};
             }
diff --git a/src/Processors/QueryPlan/ConvertingActions.cpp b/src/Processors/QueryPlan/ConvertingActions.cpp
new file mode 100644
index 00000000000..b9703ef59cd
--- /dev/null
+++ b/src/Processors/QueryPlan/ConvertingActions.cpp
@@ -0,0 +1,32 @@
+#include <Processors/QueryPlan/QueryPlan.h>
+#include <Interpreters/ActionsDAG.h>
+#include <Processors/QueryPlan/ExpressionStep.h>
+
+namespace DB
+{
+
+void addConvertingActions(QueryPlan & plan, const Block & header, bool has_missing_objects)
+{
+    if (blocksHaveEqualStructure(plan.getCurrentDataStream().header, header))
+        return;
+
+    auto mode = has_missing_objects ? ActionsDAG::MatchColumnsMode::Position : ActionsDAG::MatchColumnsMode::Name;
+
+    auto get_converting_dag = [mode](const Block & block_, const Block & header_)
+    {
+        /// Convert header structure to expected.
+        /// Also we ignore constants from result and replace it with constants from header.
+        /// It is needed for functions like `now64()` or `randConstant()` because their values may be different.
+        return ActionsDAG::makeConvertingActions(
+            block_.getColumnsWithTypeAndName(),
+            header_.getColumnsWithTypeAndName(),
+            mode,
+            true);
+    };
+
+    auto convert_actions_dag = get_converting_dag(plan.getCurrentDataStream().header, header);
+    auto converting = std::make_unique<ExpressionStep>(plan.getCurrentDataStream(), std::move(convert_actions_dag));
+    plan.addStep(std::move(converting));
+}
+
+}
diff --git a/src/Processors/QueryPlan/ConvertingActions.h b/src/Processors/QueryPlan/ConvertingActions.h
new file mode 100644
index 00000000000..6bdf9b8af9a
--- /dev/null
+++ b/src/Processors/QueryPlan/ConvertingActions.h
@@ -0,0 +1,9 @@
+#pragma once
+
+namespace DB
+{
+class QueryPlan;
+class Block;
+
+void addConvertingActions(QueryPlan & plan, const Block & header, bool has_missing_objects);
+}
diff --git a/src/Processors/QueryPlan/DistributedCreateLocalPlan.cpp b/src/Processors/QueryPlan/DistributedCreateLocalPlan.cpp
index d8624a1c99b..eb699858bdf 100644
--- a/src/Processors/QueryPlan/DistributedCreateLocalPlan.cpp
+++ b/src/Processors/QueryPlan/DistributedCreateLocalPlan.cpp
@@ -2,43 +2,13 @@
 
 #include <Common/checkStackSize.h>
 #include <Core/Settings.h>
-#include <Interpreters/ActionsDAG.h>
 #include <Interpreters/InterpreterSelectQuery.h>
 #include <Interpreters/InterpreterSelectQueryAnalyzer.h>
-#include <Processors/QueryPlan/ExpressionStep.h>
+#include <Processors/QueryPlan/ConvertingActions.h>
 
 namespace DB
 {
 
-namespace
-{
-
-void addConvertingActions(QueryPlan & plan, const Block & header, bool has_missing_objects)
-{
-    if (blocksHaveEqualStructure(plan.getCurrentDataStream().header, header))
-        return;
-
-    auto mode = has_missing_objects ? ActionsDAG::MatchColumnsMode::Position : ActionsDAG::MatchColumnsMode::Name;
-
-    auto get_converting_dag = [mode](const Block & block_, const Block & header_)
-    {
-        /// Convert header structure to expected.
-        /// Also we ignore constants from result and replace it with constants from header.
-        /// It is needed for functions like `now64()` or `randConstant()` because their values may be different.
-        return ActionsDAG::makeConvertingActions(
-            block_.getColumnsWithTypeAndName(),
-            header_.getColumnsWithTypeAndName(),
-            mode,
-            true);
-    };
-
-    auto convert_actions_dag = get_converting_dag(plan.getCurrentDataStream().header, header);
-    auto converting = std::make_unique<ExpressionStep>(plan.getCurrentDataStream(), std::move(convert_actions_dag));
-    plan.addStep(std::move(converting));
-}
-
-}
-
 std::unique_ptr<QueryPlan> createLocalPlan(
     const ASTPtr & query_ast,
     const Block & header,
diff --git a/src/Processors/QueryPlan/Optimizations/optimizeReadInOrder.cpp b/src/Processors/QueryPlan/Optimizations/optimizeReadInOrder.cpp
index 9dc4992cddd..ac7fcdcf83f 100644
--- a/src/Processors/QueryPlan/Optimizations/optimizeReadInOrder.cpp
+++ b/src/Processors/QueryPlan/Optimizations/optimizeReadInOrder.cpp
@@ -18,6 +18,7 @@
 #include <Processors/QueryPlan/Optimizations/Optimizations.h>
 #include <Processors/QueryPlan/Optimizations/actionsDAGUtils.h>
 #include <Processors/QueryPlan/ReadFromMergeTree.h>
+#include <Processors/QueryPlan/ReadFromRemote.h>
 #include <Processors/QueryPlan/SortingStep.h>
 #include <Processors/QueryPlan/TotalsHavingStep.h>
 #include <Processors/QueryPlan/UnionStep.h>
@@ -899,6 +900,18 @@ AggregationInputOrder buildInputOrderInfo(AggregatingStep & aggregating, QueryPl
     return {};
 }
 
+static bool readingFromParallelReplicas(const QueryPlan::Node * node)
+{
+    IQueryPlanStep * step = node->step.get();
+    while (!node->children.empty())
+    {
+        step = node->children.front()->step.get();
+        node = node->children.front();
+    }
+
+    return typeid_cast<const ReadFromParallelRemoteReplicasStep *>(step);
+}
+
 void optimizeReadInOrder(QueryPlan::Node & node, QueryPlan::Nodes & nodes)
 {
     if (node.children.size() != 1)
@@ -924,6 +937,16 @@ void optimizeReadInOrder(QueryPlan::Node & node, QueryPlan::Nodes & nodes)
         std::vector<InputOrderInfoPtr> infos;
         infos.reserve(node.children.size());
 
+        for (const auto * child : union_node->children)
+        {
+            /// in case of parallel replicas
+            /// avoid applying read-in-order optimization for local replica
+            /// since it will lead to different parallel replicas modes
+            /// between local and remote nodes
+            if (readingFromParallelReplicas(child))
+                return;
+        }
+
         for (auto * child : union_node->children)
         {
             infos.push_back(buildInputOrderInfo(*sorting, *child, steps_to_update));
diff --git a/src/Processors/QueryPlan/ParallelReplicasLocalPlan.cpp b/src/Processors/QueryPlan/ParallelReplicasLocalPlan.cpp
new file mode 100644
index 00000000000..050044edd3a
--- /dev/null
+++ b/src/Processors/QueryPlan/ParallelReplicasLocalPlan.cpp
@@ -0,0 +1,97 @@
+#include <Processors/QueryPlan/ParallelReplicasLocalPlan.h>
+
+#include <Common/checkStackSize.h>
+#include <Interpreters/ActionsDAG.h>
+#include <Interpreters/Context.h>
+#include <Interpreters/InterpreterSelectQueryAnalyzer.h>
+#include <Interpreters/StorageID.h>
+#include <Parsers/ASTFunction.h>
+#include <Processors/QueryPlan/ConvertingActions.h>
+#include <Processors/QueryPlan/ExpressionStep.h>
+#include <Processors/QueryPlan/ISourceStep.h>
+#include <Processors/QueryPlan/ReadFromMergeTree.h>
+#include <Processors/Sources/NullSource.h>
+#include <Processors/Transforms/ExpressionTransform.h>
+#include <Processors/Transforms/FilterTransform.h>
+#include <QueryPipeline/Pipe.h>
+#include <QueryPipeline/QueryPipelineBuilder.h>
+#include <Storages/MergeTree/MergeTreeDataSelectExecutor.h>
+#include <Storages/MergeTree/RequestResponse.h>
+
+namespace DB
+{
+
+std::pair<std::unique_ptr<QueryPlan>, bool> createLocalPlanForParallelReplicas(
+    const ASTPtr & query_ast,
+    const Block & header,
+    ContextPtr context,
+    QueryProcessingStage::Enum processed_stage,
+    ParallelReplicasReadingCoordinatorPtr coordinator,
+    QueryPlanStepPtr analyzed_read_from_merge_tree,
+    size_t replica_number)
+{
+    checkStackSize();
+
+    auto query_plan = std::make_unique<QueryPlan>();
+    auto new_context = Context::createCopy(context);
+
+    /// Do not push down limit to local plan, as it will break `rows_before_limit_at_least` counter.
+    if (processed_stage == QueryProcessingStage::WithMergeableStateAfterAggregationAndLimit)
+        processed_stage = QueryProcessingStage::WithMergeableStateAfterAggregation;
+
+    /// Do not apply AST optimizations, because query
+    /// is already optimized and some optimizations
+    /// can be applied only for non-distributed tables
+    /// and we can produce query, inconsistent with remote plans.
+    auto select_query_options = SelectQueryOptions(processed_stage).ignoreASTOptimizations();
+
+    /// For Analyzer, identifier in GROUP BY/ORDER BY/LIMIT BY lists has been resolved to
+    /// ConstantNode in QueryTree if it is an alias of a constant, so we should not replace
+    /// ConstantNode with ProjectionNode again(https://github.com/ClickHouse/ClickHouse/issues/62289).
+    new_context->setSetting("enable_positional_arguments", Field(false));
+    new_context->setSetting("allow_experimental_parallel_reading_from_replicas", Field(0));
+    auto interpreter = InterpreterSelectQueryAnalyzer(query_ast, new_context, select_query_options);
+    query_plan = std::make_unique<QueryPlan>(std::move(interpreter).extractQueryPlan());
+
+    QueryPlan::Node * node = query_plan->getRootNode();
+    ReadFromMergeTree * reading = nullptr;
+    while (node)
+    {
+        reading = typeid_cast<ReadFromMergeTree *>(node->step.get());
+        if (reading)
+            break;
+
+        if (!node->children.empty())
+            node = node->children.at(0);
+        else
+            node = nullptr;
+    }
+
+    if (!reading)
+        /// it can happened if merge tree table is empty, - it'll be replaced with ReadFromPreparedSource
+        return {std::move(query_plan), false};
+
+    ReadFromMergeTree::AnalysisResultPtr analyzed_result_ptr;
+    if (analyzed_read_from_merge_tree.get())
+    {
+        auto * analyzed_merge_tree = typeid_cast<ReadFromMergeTree *>(analyzed_read_from_merge_tree.get());
+        if (analyzed_merge_tree)
+            analyzed_result_ptr = analyzed_merge_tree->getAnalyzedResult();
+    }
+
+    MergeTreeAllRangesCallback all_ranges_cb = [coordinator](InitialAllRangesAnnouncement announcement)
+    { coordinator->handleInitialAllRangesAnnouncement(std::move(announcement)); };
+
+    MergeTreeReadTaskCallback read_task_cb = [coordinator](ParallelReadRequest req) -> std::optional<ParallelReadResponse>
+    { return coordinator->handleRequest(std::move(req)); };
+
+    auto read_from_merge_tree_parallel_replicas = reading->createLocalParallelReplicasReadingStep(
+        analyzed_result_ptr, std::move(all_ranges_cb), std::move(read_task_cb), replica_number);
+    node->step = std::move(read_from_merge_tree_parallel_replicas);
+
+    addConvertingActions(*query_plan, header, /*has_missing_objects=*/false);
+
+    return {std::move(query_plan), true};
+}
+
+}
diff --git a/src/Processors/QueryPlan/ParallelReplicasLocalPlan.h b/src/Processors/QueryPlan/ParallelReplicasLocalPlan.h
new file mode 100644
index 00000000000..ab0bbeaeeff
--- /dev/null
+++ b/src/Processors/QueryPlan/ParallelReplicasLocalPlan.h
@@ -0,0 +1,19 @@
+#pragma once
+
+#include <Core/QueryProcessingStage.h>
+#include <Parsers/IAST_fwd.h>
+#include <Processors/QueryPlan/QueryPlan.h>
+#include <Storages/MergeTree/ParallelReplicasReadingCoordinator.h>
+
+namespace DB
+{
+
+std::pair<std::unique_ptr<QueryPlan>, bool> createLocalPlanForParallelReplicas(
+    const ASTPtr & query_ast,
+    const Block & header,
+    ContextPtr context,
+    QueryProcessingStage::Enum processed_stage,
+    ParallelReplicasReadingCoordinatorPtr coordinator,
+    QueryPlanStepPtr read_from_merge_tree,
+    size_t replica_number);
+}
diff --git a/src/Processors/QueryPlan/ReadFromMergeTree.cpp b/src/Processors/QueryPlan/ReadFromMergeTree.cpp
index 339d97126f4..218f0a61a48 100644
--- a/src/Processors/QueryPlan/ReadFromMergeTree.cpp
+++ b/src/Processors/QueryPlan/ReadFromMergeTree.cpp
@@ -277,7 +277,10 @@ ReadFromMergeTree::ReadFromMergeTree(
     std::shared_ptr<PartitionIdToMaxBlock> max_block_numbers_to_read_,
     LoggerPtr log_,
     AnalysisResultPtr analyzed_result_ptr_,
-    bool enable_parallel_reading)
+    bool enable_parallel_reading_,
+    std::optional<MergeTreeAllRangesCallback> all_ranges_callback_,
+    std::optional<MergeTreeReadTaskCallback> read_task_callback_,
+    std::optional<size_t> number_of_current_replica_)
     : SourceStepWithFilter(DataStream{.header = MergeTreeSelectProcessor::transformHeader(
         storage_snapshot_->getSampleBlockForColumns(all_column_names_),
         query_info_.prewhere_info)}, all_column_names_, query_info_, storage_snapshot_, context_)
@@ -295,13 +298,21 @@ ReadFromMergeTree::ReadFromMergeTree(
     , max_block_numbers_to_read(std::move(max_block_numbers_to_read_))
     , log(std::move(log_))
     , analyzed_result_ptr(analyzed_result_ptr_)
-    , is_parallel_reading_from_replicas(enable_parallel_reading)
+    , is_parallel_reading_from_replicas(enable_parallel_reading_)
     , enable_remove_parts_from_snapshot_optimization(query_info_.merge_tree_enable_remove_parts_from_snapshot_optimization)
+    , number_of_current_replica(number_of_current_replica_)
 {
     if (is_parallel_reading_from_replicas)
     {
-        all_ranges_callback = context->getMergeTreeAllRangesCallback();
-        read_task_callback = context->getMergeTreeReadTaskCallback();
+        if (all_ranges_callback_.has_value())
+            all_ranges_callback = all_ranges_callback_.value();
+        else
+            all_ranges_callback = context->getMergeTreeAllRangesCallback();
+
+        if (read_task_callback_.has_value())
+            read_task_callback = read_task_callback_.value();
+        else
+            read_task_callback = context->getMergeTreeReadTaskCallback();
     }
 
     const auto & settings = context->getSettingsRef();
@@ -335,11 +346,33 @@ ReadFromMergeTree::ReadFromMergeTree(
         enable_vertical_final);
 }
 
+std::unique_ptr<ReadFromMergeTree> ReadFromMergeTree::createLocalParallelReplicasReadingStep(
+    AnalysisResultPtr analyzed_result_ptr_,
+    MergeTreeAllRangesCallback all_ranges_callback_,
+    MergeTreeReadTaskCallback read_task_callback_,
+    size_t replica_number)
+{
+    const bool enable_parallel_reading = true;
+    return std::make_unique<ReadFromMergeTree>(
+        prepared_parts,
+        mutations_snapshot,
+        all_column_names,
+        data,
+        getQueryInfo(),
+        getStorageSnapshot(),
+        getContext(),
+        block_size.max_block_size_rows,
+        requested_num_streams,
+        max_block_numbers_to_read,
+        log,
+        std::move(analyzed_result_ptr_),
+        enable_parallel_reading,
+        all_ranges_callback_,
+        read_task_callback_,
+        replica_number);
+}
 
-Pipe ReadFromMergeTree::readFromPoolParallelReplicas(
-    RangesInDataParts parts_with_range,
-    Names required_columns,
-    PoolSettings pool_settings)
+Pipe ReadFromMergeTree::readFromPoolParallelReplicas(RangesInDataParts parts_with_range, Names required_columns, PoolSettings pool_settings)
 {
     const auto & client_info = context->getClientInfo();
 
@@ -347,7 +380,7 @@ Pipe ReadFromMergeTree::readFromPoolParallelReplicas(
     {
         .all_callback = all_ranges_callback.value(),
         .callback = read_task_callback.value(),
-        .number_of_current_replica = client_info.number_of_current_replica,
+        .number_of_current_replica = number_of_current_replica.value_or(client_info.number_of_current_replica),
     };
 
     /// We have a special logic for local replica. It has to read less data, because in some cases it should
@@ -529,7 +562,7 @@ Pipe ReadFromMergeTree::readInOrder(
         {
             .all_callback = all_ranges_callback.value(),
             .callback = read_task_callback.value(),
-            .number_of_current_replica = client_info.number_of_current_replica,
+            .number_of_current_replica = number_of_current_replica.value_or(client_info.number_of_current_replica),
         };
 
         auto multiplier = context->getSettingsRef().parallel_replicas_single_task_marks_count_multiplier;
@@ -584,11 +617,12 @@ Pipe ReadFromMergeTree::readInOrder(
             context);
     }
 
-    /// Actually it means that parallel reading from replicas enabled
-    /// and we have to collaborate with initiator.
-    /// In this case we won't set approximate rows, because it will be accounted multiple times.
-    const auto in_order_limit = query_info.input_order_info ? query_info.input_order_info->limit : 0;
-    const bool set_total_rows_approx = !is_parallel_reading_from_replicas;
+    /// If parallel replicas enabled, set total rows in progress here only on initiator with local plan
+    /// Otherwise rows will counted multiple times
+    const UInt64 in_order_limit = query_info.input_order_info ? query_info.input_order_info->limit : 0;
+    const bool parallel_replicas_local_plan_for_initiator = is_parallel_reading_from_replicas
+        && context->getSettingsRef().parallel_replicas_local_plan && context->canUseParallelReplicasOnInitiator();
+    const bool set_total_rows_approx = !is_parallel_reading_from_replicas || parallel_replicas_local_plan_for_initiator;
 
     Pipes pipes;
     for (size_t i = 0; i < parts_with_ranges.size(); ++i)
@@ -1422,11 +1456,8 @@ static void buildIndexes(
 
     const auto & settings = context->getSettingsRef();
 
-    indexes.emplace(ReadFromMergeTree::Indexes{{
-        filter_actions_dag,
-        context,
-        primary_key_column_names,
-        primary_key.expression}, {}, {}, {}, {}, false, {}});
+    indexes.emplace(
+        ReadFromMergeTree::Indexes{KeyCondition{filter_actions_dag, context, primary_key_column_names, primary_key.expression}});
 
     if (metadata_snapshot->hasPartitionKey())
     {
@@ -1978,6 +2009,33 @@ void ReadFromMergeTree::initializePipeline(QueryPipelineBuilder & pipeline, cons
 {
     auto result = getAnalysisResult();
 
+    if (is_parallel_reading_from_replicas && context->canUseParallelReplicasOnInitiator()
+        && context->getSettingsRef().parallel_replicas_local_plan)
+    {
+        CoordinationMode mode = CoordinationMode::Default;
+        switch (result.read_type)
+        {
+            case ReadFromMergeTree::ReadType::Default:
+                mode = CoordinationMode::Default;
+                break;
+            case ReadFromMergeTree::ReadType::InOrder:
+                mode = CoordinationMode::WithOrder;
+                break;
+            case ReadFromMergeTree::ReadType::InReverseOrder:
+                mode = CoordinationMode::ReverseOrder;
+                break;
+            case ReadFromMergeTree::ReadType::ParallelReplicas:
+                throw Exception(ErrorCodes::LOGICAL_ERROR, "Read type can't be ParallelReplicas on initiator");
+        }
+
+        chassert(number_of_current_replica.has_value());
+        chassert(all_ranges_callback.has_value());
+
+        /// initialize working set from local replica
+        all_ranges_callback.value()(
+            InitialAllRangesAnnouncement(mode, result.parts_with_ranges.getDescriptions(), number_of_current_replica.value()));
+    }
+
     if (enable_remove_parts_from_snapshot_optimization)
     {
         /// Do not keep data parts in snapshot.
diff --git a/src/Processors/QueryPlan/ReadFromMergeTree.h b/src/Processors/QueryPlan/ReadFromMergeTree.h
index 0bdf0427dd0..60707c406b3 100644
--- a/src/Processors/QueryPlan/ReadFromMergeTree.h
+++ b/src/Processors/QueryPlan/ReadFromMergeTree.h
@@ -121,7 +121,16 @@ public:
         std::shared_ptr<PartitionIdToMaxBlock> max_block_numbers_to_read_,
         LoggerPtr log_,
         AnalysisResultPtr analyzed_result_ptr_,
-        bool enable_parallel_reading);
+        bool enable_parallel_reading_,
+        std::optional<MergeTreeAllRangesCallback> all_ranges_callback_ = std::nullopt,
+        std::optional<MergeTreeReadTaskCallback> read_task_callback_ = std::nullopt,
+        std::optional<size_t> number_of_current_replica_ = std::nullopt);
+
+    std::unique_ptr<ReadFromMergeTree> createLocalParallelReplicasReadingStep(
+        AnalysisResultPtr analyzed_result_ptr_,
+        MergeTreeAllRangesCallback all_ranges_callback_,
+        MergeTreeReadTaskCallback read_task_callback_,
+        size_t replica_number);
 
     static constexpr auto name = "ReadFromMergeTree";
     String getName() const override { return name; }
@@ -143,6 +152,11 @@ public:
 
     struct Indexes
     {
+        explicit Indexes(KeyCondition key_condition_)
+            : key_condition(std::move(key_condition_))
+            , use_skip_indexes(false)
+        {}
+
         KeyCondition key_condition;
         std::optional<PartitionPruner> partition_pruner;
         std::optional<KeyCondition> minmax_idx_condition;
@@ -268,6 +282,7 @@ private:
     std::optional<MergeTreeReadTaskCallback> read_task_callback;
     bool enable_vertical_final = false;
     bool enable_remove_parts_from_snapshot_optimization = true;
+    std::optional<size_t> number_of_current_replica;
 };
 
 }
diff --git a/src/Processors/QueryPlan/ReadFromRemote.cpp b/src/Processors/QueryPlan/ReadFromRemote.cpp
index cf11052cd59..3df46eb1987 100644
--- a/src/Processors/QueryPlan/ReadFromRemote.cpp
+++ b/src/Processors/QueryPlan/ReadFromRemote.cpp
@@ -21,8 +21,8 @@
 #include <Client/ConnectionPoolWithFailover.h>
 #include <QueryPipeline/QueryPipelineBuilder.h>
 #include <Parsers/ASTFunction.h>
-#include <Storages/MergeTree/ParallelReplicasReadingCoordinator.h>
-#include <boost/algorithm/string/join.hpp>
+
+#include <fmt/format.h>
 
 namespace DB
 {
@@ -362,6 +362,7 @@ ReadFromParallelRemoteReplicasStep::ReadFromParallelRemoteReplicasStep(
     ASTPtr query_ast_,
     ClusterPtr cluster_,
     const StorageID & storage_id_,
+    ParallelReplicasReadingCoordinatorPtr coordinator_,
     Block header_,
     QueryProcessingStage::Enum stage_,
     ContextMutablePtr context_,
@@ -369,11 +370,14 @@ ReadFromParallelRemoteReplicasStep::ReadFromParallelRemoteReplicasStep(
     Scalars scalars_,
     Tables external_tables_,
     LoggerPtr log_,
-    std::shared_ptr<const StorageLimitsList> storage_limits_)
+    std::shared_ptr<const StorageLimitsList> storage_limits_,
+    std::vector<ConnectionPoolPtr> pools_to_use_,
+    std::optional<size_t> exclude_pool_index_)
     : ISourceStep(DataStream{.header = std::move(header_)})
     , cluster(cluster_)
     , query_ast(query_ast_)
     , storage_id(storage_id_)
+    , coordinator(std::move(coordinator_))
     , stage(std::move(stage_))
     , context(context_)
     , throttler(throttler_)
@@ -381,16 +385,24 @@ ReadFromParallelRemoteReplicasStep::ReadFromParallelRemoteReplicasStep(
     , external_tables{external_tables_}
     , storage_limits(std::move(storage_limits_))
     , log(log_)
+    , pools_to_use(std::move(pools_to_use_))
+    , exclude_pool_index(exclude_pool_index_)
 {
     chassert(cluster->getShardCount() == 1);
 
-    std::vector<String> description;
-    description.push_back(fmt::format("query: {}", formattedAST(query_ast)));
+    std::vector<String> replicas;
+    replicas.reserve(pools_to_use.size());
 
-    for (const auto & pool : cluster->getShardsInfo().front().per_replica_pools)
-        description.push_back(fmt::format("Replica: {}", pool->getHost()));
+    for (size_t i = 0, l = pools_to_use.size(); i < l; ++i)
+    {
+        if (exclude_pool_index.has_value() && i == exclude_pool_index)
+            continue;
 
-    setStepDescription(boost::algorithm::join(description, ", "));
+        replicas.push_back(pools_to_use[i]->getAddress());
+    }
+
+    auto description = fmt::format("Query: {} Replicas: {}", formattedAST(query_ast), fmt::join(replicas, ", "));
+    setStepDescription(std::move(description));
 }
 
 void ReadFromParallelRemoteReplicasStep::enforceSorting(SortDescription output_sort_description)
@@ -406,48 +418,29 @@ void ReadFromParallelRemoteReplicasStep::enforceAggregationInOrder()
 void ReadFromParallelRemoteReplicasStep::initializePipeline(QueryPipelineBuilder & pipeline, const BuildQueryPipelineSettings &)
 {
     Pipes pipes;
-    const Settings & current_settings = context->getSettingsRef();
-    auto timeouts = ConnectionTimeouts::getTCPTimeoutsWithFailover(current_settings);
 
-    const auto & shard = cluster->getShardsInfo().at(0);
-    size_t max_replicas_to_use = current_settings.max_parallel_replicas;
-    if (max_replicas_to_use > shard.getAllNodeCount())
+    std::vector<std::string_view> addresses;
+    addresses.reserve(pools_to_use.size());
+    for (size_t i = 0, l = pools_to_use.size(); i < l; ++i)
     {
-        LOG_INFO(
-            getLogger("ReadFromParallelRemoteReplicasStep"),
-            "The number of replicas requested ({}) is bigger than the real number available in the cluster ({}). "
-            "Will use the latter number to execute the query.",
-            current_settings.max_parallel_replicas,
-            shard.getAllNodeCount());
-        max_replicas_to_use = shard.getAllNodeCount();
+        if (exclude_pool_index.has_value() && i == exclude_pool_index)
+            continue;
+
+        addresses.emplace_back(pools_to_use[i]->getAddress());
     }
+    LOG_DEBUG(getLogger("ReadFromParallelRemoteReplicasStep"), "Addresses to use: {}", fmt::join(addresses, ", "));
 
-    std::vector<ConnectionPoolWithFailover::Base::ShuffledPool> shuffled_pool;
-    if (max_replicas_to_use < shard.getAllNodeCount())
+    for (size_t i = 0, l = pools_to_use.size(); i < l; ++i)
     {
-        shuffled_pool = shard.pool->getShuffledPools(current_settings);
-        shuffled_pool.resize(max_replicas_to_use);
-    }
-    else
-    {
-        /// try to preserve replicas order if all replicas in cluster are used for query execution
-        /// it's important for data locality during query execution
-        auto priority_func = [](size_t i) { return Priority{static_cast<Int64>(i)}; };
-        shuffled_pool = shard.pool->getShuffledPools(current_settings, priority_func);
-    }
+        if (exclude_pool_index.has_value() && i == exclude_pool_index)
+            continue;
 
-    coordinator
-        = std::make_shared<ParallelReplicasReadingCoordinator>(max_replicas_to_use, current_settings.parallel_replicas_mark_segment_size);
-
-    for (size_t i=0; i < max_replicas_to_use; ++i)
-    {
-        IConnections::ReplicaInfo replica_info
-        {
+        IConnections::ReplicaInfo replica_info{
             /// we should use this number specifically because efficiency of data distribution by consistent hash depends on it.
             .number_of_current_replica = i,
         };
 
-        addPipeForSingeReplica(pipes, shuffled_pool[i].pool, replica_info);
+        addPipeForSingeReplica(pipes, pools_to_use[i], replica_info);
     }
 
     auto pipe = Pipe::unitePipes(std::move(pipes));
diff --git a/src/Processors/QueryPlan/ReadFromRemote.h b/src/Processors/QueryPlan/ReadFromRemote.h
index 1adb26b2915..74389c8f9eb 100644
--- a/src/Processors/QueryPlan/ReadFromRemote.h
+++ b/src/Processors/QueryPlan/ReadFromRemote.h
@@ -70,6 +70,7 @@ public:
         ASTPtr query_ast_,
         ClusterPtr cluster_,
         const StorageID & storage_id_,
+        ParallelReplicasReadingCoordinatorPtr coordinator_,
         Block header_,
         QueryProcessingStage::Enum stage_,
         ContextMutablePtr context_,
@@ -77,7 +78,9 @@ public:
         Scalars scalars_,
         Tables external_tables_,
         LoggerPtr log_,
-        std::shared_ptr<const StorageLimitsList> storage_limits_);
+        std::shared_ptr<const StorageLimitsList> storage_limits_,
+        std::vector<ConnectionPoolPtr> pools_to_use,
+        std::optional<size_t> exclude_pool_index_ = std::nullopt);
 
     String getName() const override { return "ReadFromRemoteParallelReplicas"; }
 
@@ -100,6 +103,8 @@ private:
     Tables external_tables;
     std::shared_ptr<const StorageLimitsList> storage_limits;
     LoggerPtr log;
+    std::vector<ConnectionPoolPtr> pools_to_use;
+    std::optional<size_t> exclude_pool_index;
 };
 
 }
diff --git a/src/Processors/Transforms/JoiningTransform.cpp b/src/Processors/Transforms/JoiningTransform.cpp
index ca204bcb482..f2fb6327129 100644
--- a/src/Processors/Transforms/JoiningTransform.cpp
+++ b/src/Processors/Transforms/JoiningTransform.cpp
@@ -299,13 +299,17 @@ IProcessor::Status FillingRightJoinSideTransform::prepare()
 
 void FillingRightJoinSideTransform::work()
 {
-    auto block = inputs.front().getHeader().cloneWithColumns(chunk.detachColumns());
+    auto & input = inputs.front();
+    auto block = input.getHeader().cloneWithColumns(chunk.detachColumns());
 
     if (for_totals)
         join->setTotals(block);
     else
         stop_reading = !join->addBlockToJoin(block);
 
+    if (input.isFinished())
+        join->tryRerangeRightTableData();
+
     set_totals = for_totals;
 }
 
diff --git a/src/Storages/MergeTree/ParallelReplicasReadingCoordinator.cpp b/src/Storages/MergeTree/ParallelReplicasReadingCoordinator.cpp
index ee47fe3549a..8abf735b49f 100644
--- a/src/Storages/MergeTree/ParallelReplicasReadingCoordinator.cpp
+++ b/src/Storages/MergeTree/ParallelReplicasReadingCoordinator.cpp
@@ -185,7 +185,8 @@ public:
     void handleInitialAllRangesAnnouncement(InitialAllRangesAnnouncement announcement)
     {
         if (++sent_initial_requests > replicas_count)
-            throw Exception(ErrorCodes::LOGICAL_ERROR, "Initiator received more initial requests than there are replicas");
+            throw Exception(
+                ErrorCodes::LOGICAL_ERROR, "Initiator received more initial requests than there are replicas: replica_num={}", announcement.replica_num);
 
         doHandleInitialAllRangesAnnouncement(std::move(announcement));
     }
@@ -433,9 +434,9 @@ void DefaultCoordinator::setProgressCallback()
 
 void DefaultCoordinator::doHandleInitialAllRangesAnnouncement(InitialAllRangesAnnouncement announcement)
 {
-    const auto replica_num = announcement.replica_num;
+    LOG_DEBUG(log, "Initial request: {}", announcement.describe());
 
-    LOG_DEBUG(log, "Initial request from replica {}: {}", announcement.replica_num, announcement.describe());
+    const auto replica_num = announcement.replica_num;
 
     initializeReadingState(std::move(announcement));
 
@@ -839,6 +840,7 @@ public:
 
     Parts all_parts_to_read;
     size_t total_rows_to_read = 0;
+    bool state_initialized{false};
 
     LoggerPtr log = getLogger(fmt::format("{}{}", magic_enum::enum_name(mode), "Coordinator"));
 };
@@ -858,7 +860,9 @@ void InOrderCoordinator<mode>::markReplicaAsUnavailable(size_t replica_number)
 template <CoordinationMode mode>
 void InOrderCoordinator<mode>::doHandleInitialAllRangesAnnouncement(InitialAllRangesAnnouncement announcement)
 {
-    LOG_TRACE(log, "Received an announcement {}", announcement.describe());
+    LOG_TRACE(log, "Received an announcement : {}", announcement.describe());
+
+    ++stats[announcement.replica_num].number_of_requests;
 
     size_t new_rows_to_read = 0;
 
@@ -868,13 +872,16 @@ void InOrderCoordinator<mode>::doHandleInitialAllRangesAnnouncement(InitialAllRa
         auto the_same_it = std::find_if(all_parts_to_read.begin(), all_parts_to_read.end(),
             [&part] (const Part & other) { return other.description.info == part.info; });
 
-        /// We have the same part - add the info about presence on current replica to it
+        /// We have the same part - add the info about presence on the corresponding replica to it
         if (the_same_it != all_parts_to_read.end())
         {
             the_same_it->replicas.insert(announcement.replica_num);
             continue;
         }
 
+        if (state_initialized)
+            continue;
+
         auto covering_or_the_same_it = std::find_if(all_parts_to_read.begin(), all_parts_to_read.end(),
             [&part] (const Part & other) { return other.description.info.contains(part.info) ||  part.info.contains(other.description.info); });
 
@@ -889,9 +896,10 @@ void InOrderCoordinator<mode>::doHandleInitialAllRangesAnnouncement(InitialAllRa
         std::sort(ranges.begin(), ranges.end());
     }
 
-    ++stats[announcement.replica_num].number_of_requests;
+    state_initialized = true;
 
-    if (new_rows_to_read > 0)
+    // progress_callback is not set when local plan is used for initiator
+    if (progress_callback && new_rows_to_read > 0)
     {
         Progress progress;
         progress.total_rows_to_read = new_rows_to_read;
@@ -911,7 +919,7 @@ ParallelReadResponse InOrderCoordinator<mode>::handleRequest(ParallelReadRequest
             "Replica {} decided to read in {} mode, not in {}. This is a bug",
             request.replica_num, magic_enum::enum_name(request.mode), magic_enum::enum_name(mode));
 
-    LOG_TRACE(log, "Got request from replica {}, data {}", request.replica_num, request.describe());
+    LOG_TRACE(log, "Got read request: {}", request.describe());
 
     ParallelReadResponse response;
     response.description = request.description;
@@ -925,8 +933,15 @@ ParallelReadResponse InOrderCoordinator<mode>::handleRequest(ParallelReadRequest
         if (global_part_it == all_parts_to_read.end())
             continue;
 
+        if (global_part_it->replicas.empty())
+            throw Exception(
+                ErrorCodes::LOGICAL_ERROR,
+                "Part {} requested by replica {} is not registered in working set",
+                part.info.getPartNameV1(),
+                request.replica_num);
+
         if (!global_part_it->replicas.contains(request.replica_num))
-            throw Exception(ErrorCodes::LOGICAL_ERROR, "Part {} doesn't exist on replica {} according to the global state", part.info.getPartNameV1(), request.replica_num);
+            continue;
 
         size_t current_mark_size = 0;
 
@@ -1057,6 +1072,7 @@ void ParallelReplicasReadingCoordinator::initialize(CoordinationMode mode)
             break;
     }
 
+    // progress_callback is not set when local plan is used for initiator
     if (progress_callback)
         pimpl->setProgressCallback(std::move(progress_callback));
 
diff --git a/src/Storages/MergeTree/RequestResponse.cpp b/src/Storages/MergeTree/RequestResponse.cpp
index 2ce0e20dcd2..bcdeb443a0b 100644
--- a/src/Storages/MergeTree/RequestResponse.cpp
+++ b/src/Storages/MergeTree/RequestResponse.cpp
@@ -44,9 +44,7 @@ void ParallelReadRequest::serialize(WriteBuffer & out) const
 
 String ParallelReadRequest::describe() const
 {
-    String result;
-    result += fmt::format("replica_num: {} \n", replica_num);
-    result += fmt::format("min_num_of_marks: {} \n", min_number_of_marks);
+    String result = fmt::format("replica_num {}, min_num_of_marks {}, ", replica_num, min_number_of_marks);
     result += description.describe();
     return result;
 }
@@ -131,10 +129,7 @@ void InitialAllRangesAnnouncement::serialize(WriteBuffer & out) const
 
 String InitialAllRangesAnnouncement::describe()
 {
-    String result;
-    result += description.describe();
-    result += fmt::format("----------\nReceived from {} replica\n", replica_num);
-    return result;
+    return fmt::format("replica {}, mode {}, {}", replica_num, mode, description.describe());
 }
 
 InitialAllRangesAnnouncement InitialAllRangesAnnouncement::deserialize(ReadBuffer & in)
diff --git a/src/Storages/ObjectStorageQueue/StorageObjectStorageQueue.cpp b/src/Storages/ObjectStorageQueue/StorageObjectStorageQueue.cpp
index 9452ce81e9e..c1ef37e1a48 100644
--- a/src/Storages/ObjectStorageQueue/StorageObjectStorageQueue.cpp
+++ b/src/Storages/ObjectStorageQueue/StorageObjectStorageQueue.cpp
@@ -64,9 +64,7 @@ namespace
 
     void checkAndAdjustSettings(
         ObjectStorageQueueSettings & queue_settings,
-        ASTStorage * engine_args,
-        bool is_attach,
-        const LoggerPtr & log)
+        bool is_attach)
     {
         if (!is_attach && !queue_settings.mode.changed)
         {
@@ -85,16 +83,6 @@ namespace
                             "Setting `cleanup_interval_min_ms` ({}) must be less or equal to `cleanup_interval_max_ms` ({})",
                             queue_settings.cleanup_interval_min_ms, queue_settings.cleanup_interval_max_ms);
         }
-
-        if (!is_attach && !queue_settings.processing_threads_num.changed)
-        {
-            queue_settings.processing_threads_num = std::max<uint32_t>(getNumberOfPhysicalCPUCores(), 16);
-            engine_args->settings->as<ASTSetQuery>()->changes.insertSetting(
-                "processing_threads_num",
-                queue_settings.processing_threads_num.value);
-
-            LOG_TRACE(log, "Set `processing_threads_num` to {}", queue_settings.processing_threads_num);
-        }
     }
 
     std::shared_ptr<ObjectStorageQueueLog> getQueueLog(const ObjectStoragePtr & storage, const ContextPtr & context, const ObjectStorageQueueSettings & table_settings)
@@ -130,7 +118,7 @@ StorageObjectStorageQueue::StorageObjectStorageQueue(
     const String & comment,
     ContextPtr context_,
     std::optional<FormatSettings> format_settings_,
-    ASTStorage * engine_args,
+    ASTStorage * /* engine_args */,
     LoadingStrictnessLevel mode)
     : IStorage(table_id_)
     , WithContext(context_)
@@ -154,7 +142,7 @@ StorageObjectStorageQueue::StorageObjectStorageQueue(
         throw Exception(ErrorCodes::BAD_QUERY_PARAMETER, "ObjectStorageQueue url must either end with '/' or contain globs");
     }
 
-    checkAndAdjustSettings(*queue_settings, engine_args, mode > LoadingStrictnessLevel::CREATE, log);
+    checkAndAdjustSettings(*queue_settings, mode > LoadingStrictnessLevel::CREATE);
 
     object_storage = configuration->createObjectStorage(context_, /* is_readonly */true);
     FormatFactory::instance().checkFormatName(configuration->format);
diff --git a/src/Storages/System/StorageSystemServerSettings.cpp b/src/Storages/System/StorageSystemServerSettings.cpp
index d242b6de4ec..ee99c472620 100644
--- a/src/Storages/System/StorageSystemServerSettings.cpp
+++ b/src/Storages/System/StorageSystemServerSettings.cpp
@@ -63,7 +63,6 @@ void StorageSystemServerSettings::fillData(MutableColumns & res_columns, Context
     /// current setting values, one needs to ask the components directly.
     std::unordered_map<String, std::pair<String, ChangeableWithoutRestart>> changeable_settings = {
         {"max_server_memory_usage", {std::to_string(total_memory_tracker.getHardLimit()), ChangeableWithoutRestart::Yes}},
-        {"allow_use_jemalloc_memory", {std::to_string(total_memory_tracker.getAllowUseJemallocMmemory()), ChangeableWithoutRestart::Yes}},
 
         {"max_table_size_to_drop", {std::to_string(context->getMaxTableSizeToDrop()), ChangeableWithoutRestart::Yes}},
         {"max_partition_size_to_drop", {std::to_string(context->getMaxPartitionSizeToDrop()), ChangeableWithoutRestart::Yes}},
diff --git a/tests/ci/ci_config.py b/tests/ci/ci_config.py
index 436fc5b6bb2..3587405d95f 100644
--- a/tests/ci/ci_config.py
+++ b/tests/ci/ci_config.py
@@ -473,7 +473,7 @@ class CI:
         JobNames.STATELESS_TEST_FLAKY_ASAN: CommonJobConfigs.STATELESS_TEST.with_properties(
             required_builds=[BuildNames.PACKAGE_ASAN],
             pr_only=True,
-            timeout=3600,
+            timeout=3 * 3600,
             # TODO: approach with reference job names does not work because digest may not be calculated if job skipped in wf
             # reference_job_name=JobNames.STATELESS_TEST_RELEASE,
         ),
diff --git a/tests/ci/pr_info.py b/tests/ci/pr_info.py
index 5c051b093e0..d3c4ffb1e68 100644
--- a/tests/ci/pr_info.py
+++ b/tests/ci/pr_info.py
@@ -9,6 +9,7 @@ from urllib.parse import quote
 from unidiff import PatchSet  # type: ignore
 
 from build_download_helper import get_gh_api
+from ci_config import Labels
 from env_helper import (
     GITHUB_EVENT_PATH,
     GITHUB_REPOSITORY,
@@ -16,7 +17,6 @@ from env_helper import (
     GITHUB_SERVER_URL,
     GITHUB_UPSTREAM_REPOSITORY,
 )
-from ci_config import Labels
 from get_robot_token import get_best_robot_token
 from github_helper import GitHub
 
@@ -459,16 +459,18 @@ class PRInfo:
         sync_repo = gh.get_repo(GITHUB_REPOSITORY)
         sync_pr = sync_repo.get_pull(self.number)
         # Find the commit that is in both repos, upstream and cloud
-        sync_commits = sync_pr.get_commits().reversed
-        upstream_commits = upstream_pr.get_commits().reversed
+        # Do not ever use `reversed` here, otherwise the list of commits is not full
+        sync_commits = list(sync_pr.get_commits())
+        upstream_commits = list(upstream_pr.get_commits())
         # Github objects are compared by _url attribute. We can't compare them directly and
         # should compare commits by SHA1
         upstream_shas = [c.sha for c in upstream_commits]
         logging.info("Commits in upstream PR:\n %s", ", ".join(upstream_shas))
         sync_shas = [c.sha for c in sync_commits]
-        logging.info("Commits in sync PR:\n %s", ", ".join(reversed(sync_shas)))
+        logging.info("Commits in sync PR:\n %s", ", ".join(sync_shas))
 
-        # find latest synced commit
+        # find latest synced commit, search from the latest
+        upstream_commits.reverse()
         last_synced_upstream_commit = None
         for commit in upstream_commits:
             if commit.sha in sync_shas:
diff --git a/tests/clickhouse-test b/tests/clickhouse-test
index 6cb7d026417..75a180f356b 100755
--- a/tests/clickhouse-test
+++ b/tests/clickhouse-test
@@ -916,6 +916,7 @@ class SettingsRandomizer:
         "min_external_table_block_size_bytes": lambda: random.choice([0, 1, 100000000]),
         "max_parsing_threads": lambda: random.choice([0, 1, 10]),
         "optimize_functions_to_subcolumns": lambda: random.randint(0, 1),
+        "parallel_replicas_local_plan": lambda: random.randint(0, 1),
     }
 
     @staticmethod
diff --git a/tests/config/config.d/clusters.xml b/tests/config/config.d/clusters.xml
index af26565d7e6..ff42b5828e3 100644
--- a/tests/config/config.d/clusters.xml
+++ b/tests/config/config.d/clusters.xml
@@ -115,10 +115,6 @@
         <parallel_replicas>
             <shard>
                 <internal_replication>false</internal_replication>
-                <replica>
-                    <host>127.0.0.1</host>
-                    <port>9000</port>
-                </replica>
                 <replica>
                     <host>127.0.0.2</host>
                     <port>9000</port>
@@ -147,6 +143,10 @@
                     <host>127.0.0.8</host>
                     <port>9000</port>
                 </replica>
+                <replica>
+                    <host>127.0.0.1</host>
+                    <port>9000</port>
+                </replica>
                 <replica>
                     <host>127.0.0.9</host>
                     <port>9000</port>
diff --git a/tests/integration/test_disks_app_func/test.py b/tests/integration/test_disks_app_func/test.py
index 56ea5c8846a..a4b2399e117 100644
--- a/tests/integration/test_disks_app_func/test.py
+++ b/tests/integration/test_disks_app_func/test.py
@@ -13,8 +13,20 @@ def started_cluster():
             main_configs=["config.xml"],
             with_minio=True,
         )
-
         cluster.start()
+
+        # local disk requires its `path` directory to exist.
+        # the two paths below belong to `test1` and `test2` disks
+        node = cluster.instances["disks_app_test"]
+        for path in ["path1", "path2"]:
+            node.exec_in_container(
+                [
+                    "bash",
+                    "-c",
+                    f"mkdir -p /var/lib/clickhouse/{path}",
+                ]
+            )
+
         yield cluster
 
     finally:
diff --git a/tests/integration/test_keeper_memory_soft_limit/configs/keeper_config2.xml b/tests/integration/test_keeper_memory_soft_limit/configs/keeper_config2.xml
index 25ececea3e8..e71b93379d0 100644
--- a/tests/integration/test_keeper_memory_soft_limit/configs/keeper_config2.xml
+++ b/tests/integration/test_keeper_memory_soft_limit/configs/keeper_config2.xml
@@ -16,7 +16,7 @@
             <value>az-zoo2</value>
             <enable_auto_detection_on_cloud>1</enable_auto_detection_on_cloud>
         </availability_zone>
-        <max_memory_usage_soft_limit>20000000</max_memory_usage_soft_limit>
+        <max_memory_usage_soft_limit>200000000</max_memory_usage_soft_limit>
 
         <coordination_settings>
             <operation_timeout_ms>10000</operation_timeout_ms>
diff --git a/tests/integration/test_keeper_memory_soft_limit/configs/keeper_config3.xml b/tests/integration/test_keeper_memory_soft_limit/configs/keeper_config3.xml
index 81e343b77c9..cf4a4686f2c 100644
--- a/tests/integration/test_keeper_memory_soft_limit/configs/keeper_config3.xml
+++ b/tests/integration/test_keeper_memory_soft_limit/configs/keeper_config3.xml
@@ -13,7 +13,7 @@
         <tcp_port>2181</tcp_port>
         <server_id>3</server_id>
 
-        <max_memory_usage_soft_limit>20000000</max_memory_usage_soft_limit>
+        <max_memory_usage_soft_limit>200000000</max_memory_usage_soft_limit>
 
         <coordination_settings>
             <operation_timeout_ms>10000</operation_timeout_ms>
diff --git a/tests/integration/test_memory_limit/test.py b/tests/integration/test_memory_limit/test.py
index 6d6745711da..db68a38c1b1 100644
--- a/tests/integration/test_memory_limit/test.py
+++ b/tests/integration/test_memory_limit/test.py
@@ -13,7 +13,6 @@ node = cluster.add_instance(
         "configs/async_metrics_no.xml",
     ],
     mem_limit="4g",
-    env_variables={"MALLOC_CONF": "dirty_decay_ms:0"},
 )
 
 
diff --git a/tests/integration/test_parallel_replicas_no_replicas/test.py b/tests/integration/test_parallel_replicas_no_replicas/test.py
index 62d4b005d94..5ae4cc7d882 100644
--- a/tests/integration/test_parallel_replicas_no_replicas/test.py
+++ b/tests/integration/test_parallel_replicas_no_replicas/test.py
@@ -49,5 +49,6 @@ def test_skip_all_replicas(
                 "max_parallel_replicas": max_parallel_replicas,
                 "cluster_for_parallel_replicas": cluster_name,
                 "skip_unavailable_shards": skip_unavailable_shards,
+                "parallel_replicas_local_plan": 0,
             },
         )
diff --git a/tests/queries/0_stateless/02404_memory_bound_merging.reference b/tests/queries/0_stateless/02404_memory_bound_merging.reference
index 0409c48f846..e02684c3b95 100644
--- a/tests/queries/0_stateless/02404_memory_bound_merging.reference
+++ b/tests/queries/0_stateless/02404_memory_bound_merging.reference
@@ -100,7 +100,7 @@ select a, count() from dist_t_different_dbs group by a, b order by a limit 5 off
 504	2000
 1000000
 -- { echoOn } --
-explain pipeline select a from pr_t group by a order by a limit 5 offset 500;
+explain pipeline select a from pr_t group by a order by a limit 5 offset 500 settings parallel_replicas_local_plan=0;
 (Expression)
 ExpressionTransform
   (Limit)
@@ -119,6 +119,31 @@ ExpressionTransform
                     Resize 1 → 4
                       GroupingAggregatedTransform 3 → 1
                         (ReadFromRemoteParallelReplicas)
+explain pipeline select a from pr_t group by a order by a limit 5 offset 500 settings allow_experimental_analyzer=1, parallel_replicas_local_plan=1;
+(Expression)
+ExpressionTransform
+  (Limit)
+  Limit
+    (Sorting)
+    MergingSortedTransform 4 → 1
+      MergeSortingTransform × 4
+        LimitsCheckingTransform × 4
+          PartialSortingTransform × 4
+            (Expression)
+            ExpressionTransform × 4
+              (MergingAggregated)
+              MergingAggregatedBucketTransform × 4
+                Resize 1 → 4
+                  FinishAggregatingInOrderTransform 3 → 1
+                    (Union)
+                      (Aggregating)
+                      FinalizeAggregatedTransform
+                        AggregatingInOrderTransform
+                          (Expression)
+                          ExpressionTransform
+                            (ReadFromMergeTree)
+                            MergeTreeSelect(pool: ReadPoolParallelReplicasInOrder, algorithm: InOrder) 0 → 1
+                      (ReadFromRemoteParallelReplicas)
 select a, count() from pr_t group by a order by a limit 5 offset 500;
 500	1000
 501	1000
diff --git a/tests/queries/0_stateless/02404_memory_bound_merging.sql b/tests/queries/0_stateless/02404_memory_bound_merging.sql
index a2de19dff8a..112640a2e2c 100644
--- a/tests/queries/0_stateless/02404_memory_bound_merging.sql
+++ b/tests/queries/0_stateless/02404_memory_bound_merging.sql
@@ -66,14 +66,14 @@ insert into pr_t select number % 1000, number % 1000 from numbers_mt(1e6);
 set allow_experimental_parallel_reading_from_replicas = 1;
 set parallel_replicas_for_non_replicated_merge_tree = 1;
 set max_parallel_replicas = 3;
-set use_hedged_requests = 0;
 set cluster_for_parallel_replicas = 'test_cluster_one_shard_three_replicas_localhost';
 set distributed_aggregation_memory_efficient=1;
 
 select count() from pr_t;
 
 -- { echoOn } --
-explain pipeline select a from pr_t group by a order by a limit 5 offset 500;
+explain pipeline select a from pr_t group by a order by a limit 5 offset 500 settings parallel_replicas_local_plan=0;
+explain pipeline select a from pr_t group by a order by a limit 5 offset 500 settings allow_experimental_analyzer=1, parallel_replicas_local_plan=1;
 
 select a, count() from pr_t group by a order by a limit 5 offset 500;
 select a, count() from pr_t group by a, b order by a limit 5 offset 500;
diff --git a/tests/queries/0_stateless/02731_parallel_replicas_join_subquery.reference b/tests/queries/0_stateless/02731_parallel_replicas_join_subquery.reference
index 125fa524c4a..682a43aab5f 100644
--- a/tests/queries/0_stateless/02731_parallel_replicas_join_subquery.reference
+++ b/tests/queries/0_stateless/02731_parallel_replicas_join_subquery.reference
@@ -31,7 +31,7 @@
 29	2j&S)ba?XG	QuQj	17163829389637435056
 3	UlI+1		14144472852965836438
 =============== QUERIES EXECUTED BY PARALLEL INNER QUERY ALONE ===============
-0	3	SELECT `__table1`.`key` AS `key`, `__table1`.`value1` AS `value1`, `__table1`.`value2` AS `value2`, toUInt64(min(`__table1`.`time`)) AS `start_ts` FROM `default`.`join_inner_table` AS `__table1` PREWHERE (`__table1`.`id` = \'833c9e22-c245-4eb5-8745-117a9a1f26b1\') AND (`__table1`.`number` > _CAST(1610517366120, \'UInt64\')) GROUP BY `__table1`.`key`, `__table1`.`value1`, `__table1`.`value2` ORDER BY `__table1`.`key` ASC, `__table1`.`value1` ASC, `__table1`.`value2` ASC LIMIT _CAST(10, \'UInt64\')
+0	2	SELECT `__table1`.`key` AS `key`, `__table1`.`value1` AS `value1`, `__table1`.`value2` AS `value2`, toUInt64(min(`__table1`.`time`)) AS `start_ts` FROM `default`.`join_inner_table` AS `__table1` PREWHERE (`__table1`.`id` = \'833c9e22-c245-4eb5-8745-117a9a1f26b1\') AND (`__table1`.`number` > _CAST(1610517366120, \'UInt64\')) GROUP BY `__table1`.`key`, `__table1`.`value1`, `__table1`.`value2` ORDER BY `__table1`.`key` ASC, `__table1`.`value1` ASC, `__table1`.`value2` ASC LIMIT _CAST(10, \'UInt64\')
 0	3	SELECT `key`, `value1`, `value2`, toUInt64(min(`time`)) AS `start_ts` FROM `default`.`join_inner_table` PREWHERE (`id` = \'833c9e22-c245-4eb5-8745-117a9a1f26b1\') AND (`number` > toUInt64(\'1610517366120\')) GROUP BY `key`, `value1`, `value2` ORDER BY `key` ASC, `value1` ASC, `value2` ASC LIMIT 10
 1	1	-- Parallel inner query alone\nSELECT\n    key,\n    value1,\n    value2,\n    toUInt64(min(time)) AS start_ts\nFROM join_inner_table\nPREWHERE (id = \'833c9e22-c245-4eb5-8745-117a9a1f26b1\') AND (number > toUInt64(\'1610517366120\'))\nGROUP BY key, value1, value2\nORDER BY key, value1, value2\nLIMIT 10\nSETTINGS allow_experimental_parallel_reading_from_replicas = 1, enable_analyzer=0;
 1	1	-- Parallel inner query alone\nSELECT\n    key,\n    value1,\n    value2,\n    toUInt64(min(time)) AS start_ts\nFROM join_inner_table\nPREWHERE (id = \'833c9e22-c245-4eb5-8745-117a9a1f26b1\') AND (number > toUInt64(\'1610517366120\'))\nGROUP BY key, value1, value2\nORDER BY key, value1, value2\nLIMIT 10\nSETTINGS allow_experimental_parallel_reading_from_replicas = 1, enable_analyzer=1;
@@ -58,7 +58,7 @@ U	c	10
 UlI+1		10
 bX?}ix [	Ny]2 G	10
 t<iT	X48q:Z]t0	10
-0	3	SELECT `__table2`.`value1` AS `value1`, `__table2`.`value2` AS `value2`, count() AS `count` FROM `default`.`join_outer_table` AS `__table1` ALL INNER JOIN (SELECT `__table3`.`key` AS `key`, `__table3`.`value1` AS `value1`, `__table3`.`value2` AS `value2` FROM `default`.`join_inner_table` AS `__table3` PREWHERE (`__table3`.`id` = \'833c9e22-c245-4eb5-8745-117a9a1f26b1\') AND (`__table3`.`number` > _CAST(1610517366120, \'UInt64\')) GROUP BY `__table3`.`key`, `__table3`.`value1`, `__table3`.`value2`) AS `__table2` USING (`key`) GROUP BY `__table1`.`key`, `__table2`.`value1`, `__table2`.`value2`
+0	2	SELECT `__table2`.`value1` AS `value1`, `__table2`.`value2` AS `value2`, count() AS `count` FROM `default`.`join_outer_table` AS `__table1` ALL INNER JOIN (SELECT `__table3`.`key` AS `key`, `__table3`.`value1` AS `value1`, `__table3`.`value2` AS `value2` FROM `default`.`join_inner_table` AS `__table3` PREWHERE (`__table3`.`id` = \'833c9e22-c245-4eb5-8745-117a9a1f26b1\') AND (`__table3`.`number` > _CAST(1610517366120, \'UInt64\')) GROUP BY `__table3`.`key`, `__table3`.`value1`, `__table3`.`value2`) AS `__table2` USING (`key`) GROUP BY `__table1`.`key`, `__table2`.`value1`, `__table2`.`value2`
 0	3	SELECT `key`, `value1`, `value2` FROM `default`.`join_inner_table` PREWHERE (`id` = \'833c9e22-c245-4eb5-8745-117a9a1f26b1\') AND (`number` > toUInt64(\'1610517366120\')) GROUP BY `key`, `value1`, `value2`
 0	3	SELECT `value1`, `value2`, count() AS `count` FROM `default`.`join_outer_table` ALL INNER JOIN `_data_` USING (`key`) GROUP BY `key`, `value1`, `value2`
 1	1	-- Parallel full query\nSELECT\n    value1,\n    value2,\n    avg(count) AS avg\nFROM\n    (\n        SELECT\n            key,\n            value1,\n            value2,\n            count() AS count\n        FROM join_outer_table\n        INNER JOIN\n        (\n            SELECT\n                key,\n                value1,\n                value2,\n                toUInt64(min(time)) AS start_ts\n            FROM join_inner_table\n            PREWHERE (id = \'833c9e22-c245-4eb5-8745-117a9a1f26b1\') AND (number > toUInt64(\'1610517366120\'))\n            GROUP BY key, value1, value2\n        ) USING (key)\n        GROUP BY key, value1, value2\n        )\nGROUP BY value1, value2\nORDER BY value1, value2\nSETTINGS allow_experimental_parallel_reading_from_replicas = 1, enable_analyzer=0;
diff --git a/tests/queries/0_stateless/02731_parallel_replicas_join_subquery.sql b/tests/queries/0_stateless/02731_parallel_replicas_join_subquery.sql
index 8121d60a05b..299f1cbbc32 100644
--- a/tests/queries/0_stateless/02731_parallel_replicas_join_subquery.sql
+++ b/tests/queries/0_stateless/02731_parallel_replicas_join_subquery.sql
@@ -22,8 +22,8 @@ SELECT
 LIMIT 100;
 
 SET max_parallel_replicas = 3;
-SET prefer_localhost_replica = 1;
 SET cluster_for_parallel_replicas = 'test_cluster_one_shard_three_replicas_localhost';
+SET parallel_replicas_local_plan = 1;
 SET joined_subquery_requires_alias = 0;
 
 SELECT '=============== INNER QUERY (NO PARALLEL) ===============';
diff --git a/tests/queries/0_stateless/02769_parallel_replicas_unavailable_shards.sql b/tests/queries/0_stateless/02769_parallel_replicas_unavailable_shards.sql
index 1a75e000349..7dbc389b55c 100644
--- a/tests/queries/0_stateless/02769_parallel_replicas_unavailable_shards.sql
+++ b/tests/queries/0_stateless/02769_parallel_replicas_unavailable_shards.sql
@@ -4,7 +4,9 @@ INSERT INTO test_parallel_replicas_unavailable_shards SELECT * FROM numbers(10);
 
 SET allow_experimental_parallel_reading_from_replicas=2, max_parallel_replicas=11, cluster_for_parallel_replicas='parallel_replicas', parallel_replicas_for_non_replicated_merge_tree=1;
 SET send_logs_level='error';
-SELECT count() FROM test_parallel_replicas_unavailable_shards WHERE NOT ignore(*) SETTINGS log_comment = '02769_7b513191-5082-4073-8568-53b86a49da79';
+-- with local plan for initiator, the query can be executed fast on initator, we can simply not come to the point where unavailable replica can be detected
+-- therefore disable local plan for now
+SELECT count() FROM test_parallel_replicas_unavailable_shards WHERE NOT ignore(*) SETTINGS log_comment = '02769_7b513191-5082-4073-8568-53b86a49da79', parallel_replicas_local_plan=0;
 
 SYSTEM FLUSH LOGS;
 
diff --git a/tests/queries/0_stateless/02771_parallel_replicas_analyzer.reference b/tests/queries/0_stateless/02771_parallel_replicas_analyzer.reference
index f60f1e0a376..3c54d5977f3 100644
--- a/tests/queries/0_stateless/02771_parallel_replicas_analyzer.reference
+++ b/tests/queries/0_stateless/02771_parallel_replicas_analyzer.reference
@@ -9,4 +9,4 @@
 7885388429666205427
 8124171311239967992
 1	1	-- Simple query with analyzer and pure parallel replicas\nSELECT number\nFROM join_inner_table__fuzz_146_replicated\n    SETTINGS\n    enable_analyzer = 1,\n    max_parallel_replicas = 2,\n    cluster_for_parallel_replicas = \'test_cluster_one_shard_three_replicas_localhost\',\n    allow_experimental_parallel_reading_from_replicas = 1;
-0	2	SELECT `__table1`.`number` AS `number` FROM `default`.`join_inner_table__fuzz_146_replicated` AS `__table1`
+0	1	SELECT `__table1`.`number` AS `number` FROM `default`.`join_inner_table__fuzz_146_replicated` AS `__table1`
diff --git a/tests/queries/0_stateless/02771_parallel_replicas_analyzer.sql b/tests/queries/0_stateless/02771_parallel_replicas_analyzer.sql
index e60049f2756..54295ffda17 100644
--- a/tests/queries/0_stateless/02771_parallel_replicas_analyzer.sql
+++ b/tests/queries/0_stateless/02771_parallel_replicas_analyzer.sql
@@ -1,5 +1,5 @@
 -- Tags: zookeeper
-
+DROP TABLE IF EXISTS join_inner_table__fuzz_146_replicated;
 CREATE TABLE join_inner_table__fuzz_146_replicated
 (
     `id` UUID,
@@ -17,6 +17,8 @@ INSERT INTO join_inner_table__fuzz_146_replicated
     SELECT CAST('833c9e22-c245-4eb5-8745-117a9a1f26b1', 'UUID') AS id, CAST(rowNumberInAllBlocks(), 'String') AS key, *
     FROM generateRandom('number Int64, value1 String, value2 String, time Int64', 1, 10, 2) LIMIT 10;
 
+SET parallel_replicas_local_plan = 1;
+
 -- Simple query with analyzer and pure parallel replicas
 SELECT number
 FROM join_inner_table__fuzz_146_replicated
@@ -49,3 +51,5 @@ WHERE
       )
 GROUP BY is_initial_query, query
 ORDER BY is_initial_query DESC, c, query;
+
+DROP TABLE join_inner_table__fuzz_146_replicated;
diff --git a/tests/queries/0_stateless/02784_parallel_replicas_automatic_decision.sh b/tests/queries/0_stateless/02784_parallel_replicas_automatic_decision.sh
index 8a3b34e5cfa..ef41a5d6277 100755
--- a/tests/queries/0_stateless/02784_parallel_replicas_automatic_decision.sh
+++ b/tests/queries/0_stateless/02784_parallel_replicas_automatic_decision.sh
@@ -6,16 +6,17 @@ CUR_DIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)
 CLICKHOUSE_CLIENT_TRACE=${CLICKHOUSE_CLIENT/"--send_logs_level=${CLICKHOUSE_CLIENT_SERVER_LOGS_LEVEL}"/"--send_logs_level=trace"}
 
 function were_parallel_replicas_used () {
-    # Not using current_database = '$CLICKHOUSE_DATABASE' as nested parallel queries aren't run with it
     $CLICKHOUSE_CLIENT --query "
         SELECT
             initial_query_id,
-            concat('Used parallel replicas: ', (countIf(initial_query_id != query_id) != 0)::bool::String) as used
+            concat('Used parallel replicas: ', (ProfileEvents['ParallelReplicasUsedCount'] > 0)::bool::String) as used
         FROM system.query_log
     WHERE event_date >= yesterday()
       AND initial_query_id LIKE '$1%'
-    GROUP BY initial_query_id
-    ORDER BY min(event_time_microseconds) ASC
+      AND query_id = initial_query_id
+      AND type = 'QueryFinish'
+      AND current_database = '$CLICKHOUSE_DATABASE'
+    ORDER BY event_time_microseconds ASC
     FORMAT TSV"
 }
 
@@ -48,11 +49,11 @@ function run_query_with_pure_parallel_replicas () {
         --query "$3" \
         --query_id "${1}_pure" \
         --max_parallel_replicas 3 \
-        --prefer_localhost_replica 1 \
         --cluster_for_parallel_replicas "parallel_replicas" \
         --allow_experimental_parallel_reading_from_replicas 1 \
         --parallel_replicas_for_non_replicated_merge_tree 1 \
         --parallel_replicas_min_number_of_rows_per_replica "$2" \
+        --max_threads 5 \
     |& grep "It is enough work for" | awk '{ print substr($7, 2, length($7) - 2) "\t" $20 " estimated parallel replicas" }'
 }
 
diff --git a/tests/queries/0_stateless/02784_parallel_replicas_automatic_decision_join.reference b/tests/queries/0_stateless/02784_parallel_replicas_automatic_decision_join.reference
index 521e3e2edbc..595b35db610 100644
--- a/tests/queries/0_stateless/02784_parallel_replicas_automatic_decision_join.reference
+++ b/tests/queries/0_stateless/02784_parallel_replicas_automatic_decision_join.reference
@@ -4,8 +4,8 @@
 02784_automatic_parallel_replicas_join-default_simple_join_1M_pure	10 estimated parallel replicas
 02784_automatic_parallel_replicas_join-default_simple_join_300k_pure	3 estimated parallel replicas
 02784_automatic_parallel_replicas_join-default_simple_join_300k_pure	33 estimated parallel replicas
-02784_automatic_parallel_replicas_join-default_simple_join_0_pure	Distinct parallel subqueries: 2	Used parallel replicas: true
-02784_automatic_parallel_replicas_join-default_simple_join_10M_pure	Distinct parallel subqueries: 0	Used parallel replicas: false
-02784_automatic_parallel_replicas_join-default_simple_join_5M_pure	Distinct parallel subqueries: 1	Used parallel replicas: true
-02784_automatic_parallel_replicas_join-default_simple_join_1M_pure	Distinct parallel subqueries: 1	Used parallel replicas: true
-02784_automatic_parallel_replicas_join-default_simple_join_300k_pure	Distinct parallel subqueries: 2	Used parallel replicas: true
+02784_automatic_parallel_replicas_join-default_simple_join_0_pure	Used parallel replicas: true
+02784_automatic_parallel_replicas_join-default_simple_join_10M_pure	Used parallel replicas: false
+02784_automatic_parallel_replicas_join-default_simple_join_5M_pure	Used parallel replicas: true
+02784_automatic_parallel_replicas_join-default_simple_join_1M_pure	Used parallel replicas: true
+02784_automatic_parallel_replicas_join-default_simple_join_300k_pure	Used parallel replicas: true
diff --git a/tests/queries/0_stateless/02784_parallel_replicas_automatic_decision_join.sh b/tests/queries/0_stateless/02784_parallel_replicas_automatic_decision_join.sh
index 801cd22b79f..238d63e6980 100755
--- a/tests/queries/0_stateless/02784_parallel_replicas_automatic_decision_join.sh
+++ b/tests/queries/0_stateless/02784_parallel_replicas_automatic_decision_join.sh
@@ -9,17 +9,17 @@ CUR_DIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)
 CLICKHOUSE_CLIENT_TRACE=${CLICKHOUSE_CLIENT/"--send_logs_level=${CLICKHOUSE_CLIENT_SERVER_LOGS_LEVEL}"/"--send_logs_level=trace"}
 
 function were_parallel_replicas_used () {
-    # Not using current_database = '$CLICKHOUSE_DATABASE' as nested parallel queries aren't run with it
     $CLICKHOUSE_CLIENT --query "
         SELECT
             initial_query_id,
-            concat('Distinct parallel subqueries: ' , countDistinctIf(query, initial_query_id != query_id)::String) as subqueries_parallelized,
-            concat('Used parallel replicas: ', (countIf(initial_query_id != query_id) != 0)::bool::String) as used
+            concat('Used parallel replicas: ', (ProfileEvents['ParallelReplicasUsedCount'] > 0)::bool::String) as used
         FROM system.query_log
     WHERE event_date >= yesterday()
       AND initial_query_id LIKE '$1%'
-    GROUP BY initial_query_id
-    ORDER BY min(event_time_microseconds) ASC
+      AND query_id = initial_query_id
+      AND type = 'QueryFinish'
+      AND current_database = '$CLICKHOUSE_DATABASE'
+    ORDER BY event_time_microseconds ASC
     FORMAT TSV"
 }
 
diff --git a/tests/queries/0_stateless/02841_parallel_replicas_summary.sh b/tests/queries/0_stateless/02841_parallel_replicas_summary.sh
index c82d2c8b0c0..01e2883c547 100755
--- a/tests/queries/0_stateless/02841_parallel_replicas_summary.sh
+++ b/tests/queries/0_stateless/02841_parallel_replicas_summary.sh
@@ -27,6 +27,7 @@ $CLICKHOUSE_CLIENT --query "CREATE TABLE replicas_summary (n Int64) ENGINE = Mer
 
 query_id_base="02841_summary_$CLICKHOUSE_DATABASE"
 
+# TODO: rethink the test, for now temporary disable parallel_replicas_local_plan
 echo "
     SELECT *
     FROM replicas_summary
@@ -36,7 +37,8 @@ echo "
         cluster_for_parallel_replicas = 'test_cluster_one_shard_three_replicas_localhost',
         allow_experimental_parallel_reading_from_replicas = 2,
         parallel_replicas_for_non_replicated_merge_tree = 1,
-        interactive_delay=0
+        interactive_delay=0,
+        parallel_replicas_local_plan=0
     "\
     | ${CLICKHOUSE_CURL} -sS "${CLICKHOUSE_URL}&wait_end_of_query=1&query_id=${query_id_base}_interactive_0" --data-binary @- -vvv 2>&1 \
     | grep "Summary" | grep -cv '"read_rows":"0"'
@@ -50,7 +52,8 @@ echo "
         cluster_for_parallel_replicas = 'test_cluster_one_shard_three_replicas_localhost',
         allow_experimental_parallel_reading_from_replicas = 2,
         parallel_replicas_for_non_replicated_merge_tree = 1,
-        interactive_delay=99999999999
+        interactive_delay=99999999999,
+        parallel_replicas_local_plan=0
     "\
     | ${CLICKHOUSE_CURL} -sS "${CLICKHOUSE_URL}&wait_end_of_query=1&query_id=${query_id_base}_interactive_high" --data-binary @- -vvv 2>&1 \
     | grep "Summary" | grep -cv '"read_rows":"0"'
diff --git a/tests/queries/0_stateless/02898_parallel_replicas_progress_bar.sql b/tests/queries/0_stateless/02898_parallel_replicas_progress_bar.sql
index d8bfec12b3a..9348ea1dc32 100644
--- a/tests/queries/0_stateless/02898_parallel_replicas_progress_bar.sql
+++ b/tests/queries/0_stateless/02898_parallel_replicas_progress_bar.sql
@@ -26,7 +26,8 @@ WHERE query_id in (select query_id from system.query_log where current_database
     AND message LIKE '%Total rows to read: 3000%' SETTINGS allow_experimental_parallel_reading_from_replicas=0;
 
 -- reading in order coordinator
-SELECT k, sipHash64(v) FROM t1 order by k limit 5 offset 998 SETTINGS optimize_read_in_order=1, log_comment='02898_inorder_190aed82-2423-413b-ad4c-24dcca50f65b';
+-- disable parallel_replicas_local_plan since the test relay on traces which only present in case of no local plan
+SELECT k, sipHash64(v) FROM t1 order by k limit 5 offset 998 SETTINGS optimize_read_in_order=1, parallel_replicas_local_plan=0, log_comment='02898_inorder_190aed82-2423-413b-ad4c-24dcca50f65b';
 
 SYSTEM FLUSH LOGS;
 SELECT count() > 0 FROM system.text_log
diff --git a/tests/queries/0_stateless/02933_sqid.reference b/tests/queries/0_stateless/02933_sqid.reference
index a559bacb0ac..4597e2347e3 100644
--- a/tests/queries/0_stateless/02933_sqid.reference
+++ b/tests/queries/0_stateless/02933_sqid.reference
@@ -13,5 +13,6 @@ Td1EnWQo	[1,2,3,4]
 XMbT
 -- invalid sqid
 []
+-- bug 69450
 -- alias
 XMbT
diff --git a/tests/queries/0_stateless/02933_sqid.sql b/tests/queries/0_stateless/02933_sqid.sql
index 81d4b2bc35c..822fe33df51 100644
--- a/tests/queries/0_stateless/02933_sqid.sql
+++ b/tests/queries/0_stateless/02933_sqid.sql
@@ -25,5 +25,12 @@ SELECT sqidEncode(toNullable(materialize(1)), toLowCardinality(materialize(2)));
 SELECT '-- invalid sqid';
 SELECT sqidDecode('invalid sqid');
 
+SELECT '-- bug 69450';
+DROP TABLE IF EXISTS tab;
+CREATE TABLE tab (id String) ENGINE = MergeTree ORDER BY id;
+INSERT INTO tab SELECT * FROM generateRandom() LIMIT 1000000;
+SELECT sqidDecode(id) FROM tab FORMAT Null;
+DROP TABLE tab;
+
 SELECT '-- alias';
 SELECT sqid(1, 2);
diff --git a/tests/queries/0_stateless/02950_parallel_replicas_used_count.reference b/tests/queries/0_stateless/02950_parallel_replicas_used_count.reference
index 21b7b527b7a..c1265b7ca14 100644
--- a/tests/queries/0_stateless/02950_parallel_replicas_used_count.reference
+++ b/tests/queries/0_stateless/02950_parallel_replicas_used_count.reference
@@ -1,4 +1,4 @@
-100	4950
+10000	49995000
 1
 89
 90
@@ -6,3 +6,9 @@
 92
 93
 1
+93
+92
+91
+90
+89
+1
diff --git a/tests/queries/0_stateless/02950_parallel_replicas_used_count.sql b/tests/queries/0_stateless/02950_parallel_replicas_used_count.sql
index 22f55acd365..4396ca60e0e 100644
--- a/tests/queries/0_stateless/02950_parallel_replicas_used_count.sql
+++ b/tests/queries/0_stateless/02950_parallel_replicas_used_count.sql
@@ -2,11 +2,12 @@ DROP TABLE IF EXISTS test;
 
 CREATE TABLE test (k UInt64, v String)
 ENGINE = MergeTree
-ORDER BY k;
+ORDER BY k
+SETTINGS index_granularity=1;
 
-INSERT INTO test SELECT number, toString(number) FROM numbers(100);
+INSERT INTO test SELECT number, toString(number) FROM numbers(10_000);
 
-SET allow_experimental_parallel_reading_from_replicas = 2, max_parallel_replicas = 3, prefer_localhost_replica = 0, parallel_replicas_for_non_replicated_merge_tree=1, cluster_for_parallel_replicas='test_cluster_one_shard_three_replicas_localhost';
+SET allow_experimental_parallel_reading_from_replicas = 2, max_parallel_replicas = 3, parallel_replicas_for_non_replicated_merge_tree=1, cluster_for_parallel_replicas='test_cluster_one_shard_three_replicas_localhost';
 
 -- default coordinator
 SELECT count(), sum(k)
@@ -14,12 +15,18 @@ FROM test
 SETTINGS log_comment = '02950_parallel_replicas_used_replicas_count';
 
 SYSTEM FLUSH LOGS;
-SELECT ProfileEvents['ParallelReplicasUsedCount'] FROM system.query_log WHERE type = 'QueryFinish' AND query_id IN (SELECT query_id FROM system.query_log WHERE current_database = currentDatabase() AND log_comment = '02950_parallel_replicas_used_replicas_count' AND type = 'QueryFinish' AND initial_query_id = query_id)  SETTINGS allow_experimental_parallel_reading_from_replicas=0;
+SELECT ProfileEvents['ParallelReplicasUsedCount'] > 0 FROM system.query_log WHERE type = 'QueryFinish' AND query_id IN (SELECT query_id FROM system.query_log WHERE current_database = currentDatabase() AND log_comment = '02950_parallel_replicas_used_replicas_count' AND type = 'QueryFinish' AND initial_query_id = query_id)  SETTINGS allow_experimental_parallel_reading_from_replicas=0;
 
 -- In order coordinator
-SELECT k FROM test order by k limit 5 offset 89 SETTINGS optimize_read_in_order=1, log_comment='02950_parallel_replicas_used_replicas_count_2';
+SELECT k FROM test order by k limit 5 offset 89 SETTINGS optimize_read_in_order=1, log_comment='02950_parallel_replicas_used_replicas_count_2', merge_tree_min_rows_for_concurrent_read=1, max_threads=1;
 
 SYSTEM FLUSH LOGS;
-SELECT ProfileEvents['ParallelReplicasUsedCount'] FROM system.query_log WHERE type = 'QueryFinish' AND query_id IN (SELECT query_id FROM system.query_log WHERE current_database = currentDatabase() AND log_comment = '02950_parallel_replicas_used_replicas_count_2' AND type = 'QueryFinish' AND initial_query_id = query_id)  SETTINGS allow_experimental_parallel_reading_from_replicas=0;
+SELECT ProfileEvents['ParallelReplicasUsedCount'] > 0 FROM system.query_log WHERE type = 'QueryFinish' AND query_id IN (SELECT query_id FROM system.query_log WHERE current_database = currentDatabase() AND log_comment = '02950_parallel_replicas_used_replicas_count_2' AND type = 'QueryFinish' AND initial_query_id = query_id)  SETTINGS allow_experimental_parallel_reading_from_replicas=0;
+
+-- In reverse order coordinator
+SELECT k FROM test order by k desc limit 5 offset 9906 SETTINGS optimize_read_in_order=1, log_comment='02950_parallel_replicas_used_replicas_count_3', merge_tree_min_rows_for_concurrent_read=1, max_threads=1;
+
+SYSTEM FLUSH LOGS;
+SELECT ProfileEvents['ParallelReplicasUsedCount'] > 0 FROM system.query_log WHERE type = 'QueryFinish' AND query_id IN (SELECT query_id FROM system.query_log WHERE current_database = currentDatabase() AND log_comment = '02950_parallel_replicas_used_replicas_count_3' AND type = 'QueryFinish' AND initial_query_id = query_id)  SETTINGS allow_experimental_parallel_reading_from_replicas=0;
 
 DROP TABLE test;
diff --git a/tests/queries/0_stateless/02967_parallel_replicas_join_algo_and_analyzer_3.reference b/tests/queries/0_stateless/02967_parallel_replicas_join_algo_and_analyzer_3.reference
index c0485b817c4..87e78d7d116 100644
--- a/tests/queries/0_stateless/02967_parallel_replicas_join_algo_and_analyzer_3.reference
+++ b/tests/queries/0_stateless/02967_parallel_replicas_join_algo_and_analyzer_3.reference
@@ -11,10 +11,8 @@ nested join with analyzer and parallel replicas, both global
 420336	420336	420336	-140112
 420378	420378	420378	-140126
 SELECT `__table1`.`key` AS `key`, `__table1`.`value` AS `value` FROM `default`.`num_2` AS `__table1` GLOBAL ALL INNER JOIN `_data_` AS `__table2` ON `__table1`.`key` = `__table2`.`key` (stage: WithMergeableState)
-SELECT `__table1`.`key` AS `key`, `__table1`.`value` AS `value` FROM `default`.`num_2` AS `__table1` GLOBAL ALL INNER JOIN `_data_` AS `__table2` ON `__table1`.`key` = `__table2`.`key` (stage: WithMergeableState)
 <Debug> DefaultCoordinator: Coordination done
 SELECT `__table1`.`key` AS `key`, `__table1`.`value` AS `value`, `__table3`.`key` AS `r.key`, `__table3`.`value` AS `r.value` FROM (SELECT `__table2`.`key` AS `key`, `__table2`.`value` AS `value` FROM `default`.`num_1` AS `__table2`) AS `__table1` GLOBAL ALL INNER JOIN `_data_` AS `__table3` ON `__table1`.`key` = `__table3`.`key` ORDER BY `__table1`.`key` ASC LIMIT _CAST(10000, 'UInt64'), _CAST(10, 'UInt64') (stage: WithMergeableState)
-SELECT `__table1`.`key` AS `key`, `__table1`.`value` AS `value`, `__table3`.`key` AS `r.key`, `__table3`.`value` AS `r.value` FROM (SELECT `__table2`.`key` AS `key`, `__table2`.`value` AS `value` FROM `default`.`num_1` AS `__table2`) AS `__table1` GLOBAL ALL INNER JOIN `_data_` AS `__table3` ON `__table1`.`key` = `__table3`.`key` ORDER BY `__table1`.`key` ASC LIMIT _CAST(10000, 'UInt64'), _CAST(10, 'UInt64') (stage: WithMergeableState)
 <Debug> DefaultCoordinator: Coordination done
 
 nested join with analyzer and parallel replicas, global + local
@@ -29,10 +27,8 @@ nested join with analyzer and parallel replicas, global + local
 420336	420336	420336	-140112
 420378	420378	420378	-140126
 SELECT `__table1`.`key` AS `key`, `__table1`.`value` AS `value` FROM `default`.`num_2` AS `__table1` ALL INNER JOIN (SELECT `__table3`.`number` * 7 AS `key` FROM numbers(100000.) AS `__table3`) AS `__table2` ON `__table1`.`key` = `__table2`.`key` (stage: WithMergeableState)
-SELECT `__table1`.`key` AS `key`, `__table1`.`value` AS `value` FROM `default`.`num_2` AS `__table1` ALL INNER JOIN (SELECT `__table3`.`number` * 7 AS `key` FROM numbers(100000.) AS `__table3`) AS `__table2` ON `__table1`.`key` = `__table2`.`key` (stage: WithMergeableState)
 <Debug> DefaultCoordinator: Coordination done
 SELECT `__table1`.`key` AS `key`, `__table1`.`value` AS `value`, `__table3`.`key` AS `r.key`, `__table3`.`value` AS `r.value` FROM (SELECT `__table2`.`key` AS `key`, `__table2`.`value` AS `value` FROM `default`.`num_1` AS `__table2`) AS `__table1` GLOBAL ALL INNER JOIN `_data_` AS `__table3` ON `__table1`.`key` = `__table3`.`key` ORDER BY `__table1`.`key` ASC LIMIT _CAST(10000, 'UInt64'), _CAST(10, 'UInt64') (stage: WithMergeableState)
-SELECT `__table1`.`key` AS `key`, `__table1`.`value` AS `value`, `__table3`.`key` AS `r.key`, `__table3`.`value` AS `r.value` FROM (SELECT `__table2`.`key` AS `key`, `__table2`.`value` AS `value` FROM `default`.`num_1` AS `__table2`) AS `__table1` GLOBAL ALL INNER JOIN `_data_` AS `__table3` ON `__table1`.`key` = `__table3`.`key` ORDER BY `__table1`.`key` ASC LIMIT _CAST(10000, 'UInt64'), _CAST(10, 'UInt64') (stage: WithMergeableState)
 <Debug> DefaultCoordinator: Coordination done
 
 nested join with analyzer and parallel replicas, both local, both full sorting merge join
@@ -47,10 +43,8 @@ nested join with analyzer and parallel replicas, both local, both full sorting m
 420336	420336	420336	-140112
 420378	420378	420378	-140126
 SELECT `__table1`.`key` AS `key`, `__table1`.`value` AS `value` FROM `default`.`num_2` AS `__table1` GLOBAL ALL INNER JOIN `_data_` AS `__table2` ON `__table1`.`key` = `__table2`.`key` (stage: WithMergeableState)
-SELECT `__table1`.`key` AS `key`, `__table1`.`value` AS `value` FROM `default`.`num_2` AS `__table1` GLOBAL ALL INNER JOIN `_data_` AS `__table2` ON `__table1`.`key` = `__table2`.`key` (stage: WithMergeableState)
 <Debug> WithOrderCoordinator: Coordination done
 SELECT `__table1`.`key` AS `key`, `__table1`.`value` AS `value`, `__table3`.`key` AS `r.key`, `__table3`.`value` AS `r.value` FROM (SELECT `__table2`.`key` AS `key`, `__table2`.`value` AS `value` FROM `default`.`num_1` AS `__table2`) AS `__table1` GLOBAL ALL INNER JOIN `_data_` AS `__table3` ON `__table1`.`key` = `__table3`.`key` ORDER BY `__table1`.`key` ASC LIMIT _CAST(10000, 'UInt64'), _CAST(10, 'UInt64') (stage: WithMergeableState)
-SELECT `__table1`.`key` AS `key`, `__table1`.`value` AS `value`, `__table3`.`key` AS `r.key`, `__table3`.`value` AS `r.value` FROM (SELECT `__table2`.`key` AS `key`, `__table2`.`value` AS `value` FROM `default`.`num_1` AS `__table2`) AS `__table1` GLOBAL ALL INNER JOIN `_data_` AS `__table3` ON `__table1`.`key` = `__table3`.`key` ORDER BY `__table1`.`key` ASC LIMIT _CAST(10000, 'UInt64'), _CAST(10, 'UInt64') (stage: WithMergeableState)
 <Debug> WithOrderCoordinator: Coordination done
 
 nested join with analyzer and parallel replicas, both local, both full sorting and hash join
@@ -65,10 +59,8 @@ nested join with analyzer and parallel replicas, both local, both full sorting a
 420336	420336	420336	-140112
 420378	420378	420378	-140126
 SELECT `__table1`.`key` AS `key`, `__table1`.`value` AS `value` FROM `default`.`num_2` AS `__table1` GLOBAL ALL INNER JOIN `_data_` AS `__table2` ON `__table1`.`key` = `__table2`.`key` (stage: WithMergeableState)
-SELECT `__table1`.`key` AS `key`, `__table1`.`value` AS `value` FROM `default`.`num_2` AS `__table1` GLOBAL ALL INNER JOIN `_data_` AS `__table2` ON `__table1`.`key` = `__table2`.`key` (stage: WithMergeableState)
 <Debug> DefaultCoordinator: Coordination done
 SELECT `__table1`.`key` AS `key`, `__table1`.`value` AS `value`, `__table3`.`key` AS `r.key`, `__table3`.`value` AS `r.value` FROM (SELECT `__table2`.`key` AS `key`, `__table2`.`value` AS `value` FROM `default`.`num_1` AS `__table2`) AS `__table1` GLOBAL ALL INNER JOIN `_data_` AS `__table3` ON `__table1`.`key` = `__table3`.`key` ORDER BY `__table1`.`key` ASC LIMIT _CAST(10000, 'UInt64'), _CAST(10, 'UInt64') (stage: WithMergeableState)
-SELECT `__table1`.`key` AS `key`, `__table1`.`value` AS `value`, `__table3`.`key` AS `r.key`, `__table3`.`value` AS `r.value` FROM (SELECT `__table2`.`key` AS `key`, `__table2`.`value` AS `value` FROM `default`.`num_1` AS `__table2`) AS `__table1` GLOBAL ALL INNER JOIN `_data_` AS `__table3` ON `__table1`.`key` = `__table3`.`key` ORDER BY `__table1`.`key` ASC LIMIT _CAST(10000, 'UInt64'), _CAST(10, 'UInt64') (stage: WithMergeableState)
 <Debug> WithOrderCoordinator: Coordination done
 
 nested join with analyzer and parallel replicas, both local, both full sorting and hash join
@@ -83,8 +75,6 @@ nested join with analyzer and parallel replicas, both local, both full sorting a
 420336	420336	420336	-140112
 420378	420378	420378	-140126
 SELECT `__table1`.`key` AS `key`, `__table1`.`value` AS `value` FROM `default`.`num_2` AS `__table1` GLOBAL ALL INNER JOIN `_data_` AS `__table2` ON `__table1`.`key` = `__table2`.`key` (stage: WithMergeableState)
-SELECT `__table1`.`key` AS `key`, `__table1`.`value` AS `value` FROM `default`.`num_2` AS `__table1` GLOBAL ALL INNER JOIN `_data_` AS `__table2` ON `__table1`.`key` = `__table2`.`key` (stage: WithMergeableState)
 <Debug> WithOrderCoordinator: Coordination done
 SELECT `__table1`.`key` AS `key`, `__table1`.`value` AS `value`, `__table3`.`key` AS `r.key`, `__table3`.`value` AS `r.value` FROM (SELECT `__table2`.`key` AS `key`, `__table2`.`value` AS `value` FROM `default`.`num_1` AS `__table2`) AS `__table1` GLOBAL ALL INNER JOIN `_data_` AS `__table3` ON `__table1`.`key` = `__table3`.`key` ORDER BY `__table1`.`key` ASC LIMIT _CAST(10000, 'UInt64'), _CAST(10, 'UInt64') (stage: WithMergeableState)
-SELECT `__table1`.`key` AS `key`, `__table1`.`value` AS `value`, `__table3`.`key` AS `r.key`, `__table3`.`value` AS `r.value` FROM (SELECT `__table2`.`key` AS `key`, `__table2`.`value` AS `value` FROM `default`.`num_1` AS `__table2`) AS `__table1` GLOBAL ALL INNER JOIN `_data_` AS `__table3` ON `__table1`.`key` = `__table3`.`key` ORDER BY `__table1`.`key` ASC LIMIT _CAST(10000, 'UInt64'), _CAST(10, 'UInt64') (stage: WithMergeableState)
 <Debug> DefaultCoordinator: Coordination done
diff --git a/tests/queries/0_stateless/02967_parallel_replicas_join_algo_and_analyzer_3.sh b/tests/queries/0_stateless/02967_parallel_replicas_join_algo_and_analyzer_3.sh
index c4b44ce11c5..a595e363ef4 100755
--- a/tests/queries/0_stateless/02967_parallel_replicas_join_algo_and_analyzer_3.sh
+++ b/tests/queries/0_stateless/02967_parallel_replicas_join_algo_and_analyzer_3.sh
@@ -17,6 +17,8 @@ insert into num_1 select number * 2, toString(number * 2) from numbers(1e7);
 insert into num_2 select number * 3, -number from numbers(1.5e6);
 "
 
+PARALLEL_REPLICAS_SETTINGS="allow_experimental_parallel_reading_from_replicas = 2, max_parallel_replicas = 2, parallel_replicas_for_non_replicated_merge_tree = 1, cluster_for_parallel_replicas = 'test_cluster_one_shard_three_replicas_localhost', parallel_replicas_local_plan=1"
+
 ##############
 echo
 echo "nested join with analyzer and parallel replicas, both global"
@@ -26,18 +28,14 @@ select * from (select key, value from num_1) l
 inner join (select key, value from num_2 inner join
   (select number * 7 as key from numbers(1e5)) as nn on num_2.key = nn.key settings parallel_replicas_prefer_local_join=0) r
 on l.key = r.key order by l.key limit 10 offset 10000
-SETTINGS enable_analyzer=1,
-allow_experimental_parallel_reading_from_replicas = 2, max_parallel_replicas = 2, parallel_replicas_for_non_replicated_merge_tree = 1,
-cluster_for_parallel_replicas = 'test_cluster_one_shard_three_replicas_localhost', parallel_replicas_prefer_local_join=0"
+SETTINGS enable_analyzer=1, $PARALLEL_REPLICAS_SETTINGS, parallel_replicas_prefer_local_join=0"
 
 $CLICKHOUSE_CLIENT --max_rows_in_set_to_optimize_join 0 -q "
 select * from (select key, value from num_1) l
 inner join (select key, value from num_2 inner join
   (select number * 7 as key from numbers(1e5)) as nn on num_2.key = nn.key settings parallel_replicas_prefer_local_join=0) r
 on l.key = r.key order by l.key limit 10 offset 10000
-SETTINGS enable_analyzer=1, send_logs_level='trace',
-allow_experimental_parallel_reading_from_replicas = 2, max_parallel_replicas = 2, parallel_replicas_for_non_replicated_merge_tree = 1,
-cluster_for_parallel_replicas = 'test_cluster_one_shard_three_replicas_localhost', parallel_replicas_prefer_local_join=0" 2>&1 |
+SETTINGS enable_analyzer=1, $PARALLEL_REPLICAS_SETTINGS, send_logs_level='trace', parallel_replicas_prefer_local_join=0" 2>&1 |
 grep "executeQuery\|<Debug>.*Coordinator: Coordination done" |
 grep -o "SELECT.*WithMergeableState)\|<Debug>.*Coordinator: Coordination done" |
 sed -re 's/_data_[[:digit:]]+_[[:digit:]]+/_data_/g'
@@ -51,18 +49,14 @@ select * from (select key, value from num_1) l
 inner join (select key, value from num_2 inner join
   (select number * 7 as key from numbers(1e5)) as nn on num_2.key = nn.key settings parallel_replicas_prefer_local_join=1) r
 on l.key = r.key order by l.key limit 10 offset 10000
-SETTINGS enable_analyzer=1,
-allow_experimental_parallel_reading_from_replicas = 2, max_parallel_replicas = 2, parallel_replicas_for_non_replicated_merge_tree = 1,
-cluster_for_parallel_replicas = 'test_cluster_one_shard_three_replicas_localhost', parallel_replicas_prefer_local_join=0"
+SETTINGS enable_analyzer=1, $PARALLEL_REPLICAS_SETTINGS, parallel_replicas_prefer_local_join=0"
 
 $CLICKHOUSE_CLIENT --max_rows_in_set_to_optimize_join 0 -q "
 select * from (select key, value from num_1) l
 inner join (select key, value from num_2 inner join
   (select number * 7 as key from numbers(1e5)) as nn on num_2.key = nn.key settings parallel_replicas_prefer_local_join=1) r
 on l.key = r.key order by l.key limit 10 offset 10000
-SETTINGS enable_analyzer=1, send_logs_level='trace',
-allow_experimental_parallel_reading_from_replicas = 2, max_parallel_replicas = 2, parallel_replicas_for_non_replicated_merge_tree = 1,
-cluster_for_parallel_replicas = 'test_cluster_one_shard_three_replicas_localhost', parallel_replicas_prefer_local_join=0" 2>&1 |
+SETTINGS enable_analyzer=1, $PARALLEL_REPLICAS_SETTINGS, send_logs_level='trace', parallel_replicas_prefer_local_join=0" 2>&1 |
 grep "executeQuery\|<Debug>.*Coordinator: Coordination done" |
 grep -o "SELECT.*WithMergeableState)\|<Debug>.*Coordinator: Coordination done" |
 sed -re 's/_data_[[:digit:]]+_[[:digit:]]+/_data_/g'
@@ -77,18 +71,14 @@ select * from (select key, value from num_1) l
 inner join (select key, value from num_2 inner join
   (select number * 7 as key from numbers(1e5)) as nn on num_2.key = nn.key settings join_algorithm='full_sorting_merge') r
 on l.key = r.key order by l.key limit 10 offset 10000
-SETTINGS enable_analyzer=1, parallel_replicas_prefer_local_join=0,
-allow_experimental_parallel_reading_from_replicas = 2, max_parallel_replicas = 2, parallel_replicas_for_non_replicated_merge_tree = 1,
-cluster_for_parallel_replicas = 'test_cluster_one_shard_three_replicas_localhost', join_algorithm='full_sorting_merge'"
+SETTINGS enable_analyzer=1, $PARALLEL_REPLICAS_SETTINGS, parallel_replicas_prefer_local_join=0, join_algorithm='full_sorting_merge'"
 
 $CLICKHOUSE_CLIENT --max_rows_in_set_to_optimize_join 0 -q "
 select * from (select key, value from num_1) l
 inner join (select key, value from num_2 inner join
   (select number * 7 as key from numbers(1e5)) as nn on num_2.key = nn.key settings join_algorithm='full_sorting_merge') r
 on l.key = r.key order by l.key limit 10 offset 10000
-SETTINGS enable_analyzer=1, parallel_replicas_prefer_local_join=0, send_logs_level='trace',
-allow_experimental_parallel_reading_from_replicas = 2, max_parallel_replicas = 2, parallel_replicas_for_non_replicated_merge_tree = 1,
-cluster_for_parallel_replicas = 'test_cluster_one_shard_three_replicas_localhost', join_algorithm='full_sorting_merge'" 2>&1 |
+SETTINGS enable_analyzer=1, $PARALLEL_REPLICAS_SETTINGS, parallel_replicas_prefer_local_join=0, send_logs_level='trace', join_algorithm='full_sorting_merge'" 2>&1 |
 grep "executeQuery\|<Debug>.*Coordinator: Coordination done" |
 grep -o "SELECT.*WithMergeableState)\|<Debug>.*Coordinator: Coordination done" |
 sed -re 's/_data_[[:digit:]]+_[[:digit:]]+/_data_/g'
@@ -102,18 +92,14 @@ select * from (select key, value from num_1) l
 inner join (select key, value from num_2 inner join
   (select number * 7 as key from numbers(1e5)) as nn on num_2.key = nn.key settings join_algorithm='hash') r
 on l.key = r.key order by l.key limit 10 offset 10000
-SETTINGS enable_analyzer=1, parallel_replicas_prefer_local_join=0,
-allow_experimental_parallel_reading_from_replicas = 2, max_parallel_replicas = 2, parallel_replicas_for_non_replicated_merge_tree = 1,
-cluster_for_parallel_replicas = 'test_cluster_one_shard_three_replicas_localhost', join_algorithm='full_sorting_merge'"
+SETTINGS enable_analyzer=1, $PARALLEL_REPLICAS_SETTINGS, parallel_replicas_prefer_local_join=0, join_algorithm='full_sorting_merge'"
 
 $CLICKHOUSE_CLIENT --max_rows_in_set_to_optimize_join 0 -q "
 select * from (select key, value from num_1) l
 inner join (select key, value from num_2 inner join
   (select number * 7 as key from numbers(1e5)) as nn on num_2.key = nn.key settings join_algorithm='hash') r
 on l.key = r.key order by l.key limit 10 offset 10000
-SETTINGS enable_analyzer=1, parallel_replicas_prefer_local_join=0, send_logs_level='trace',
-allow_experimental_parallel_reading_from_replicas = 2, max_parallel_replicas = 2, parallel_replicas_for_non_replicated_merge_tree = 1,
-cluster_for_parallel_replicas = 'test_cluster_one_shard_three_replicas_localhost', join_algorithm='full_sorting_merge'" 2>&1 |
+SETTINGS enable_analyzer=1, $PARALLEL_REPLICAS_SETTINGS, parallel_replicas_prefer_local_join=0, send_logs_level='trace', join_algorithm='full_sorting_merge'" 2>&1 |
 grep "executeQuery\|<Debug>.*Coordinator: Coordination done" |
 grep -o "SELECT.*WithMergeableState)\|<Debug>.*Coordinator: Coordination done" |
 sed -re 's/_data_[[:digit:]]+_[[:digit:]]+/_data_/g'
@@ -127,18 +113,14 @@ select * from (select key, value from num_1) l
 inner join (select key, value from num_2 inner join
   (select number * 7 as key from numbers(1e5)) as nn on num_2.key = nn.key settings join_algorithm='full_sorting_merge') r
 on l.key = r.key order by l.key limit 10 offset 10000
-SETTINGS enable_analyzer=1, parallel_replicas_prefer_local_join=0,
-allow_experimental_parallel_reading_from_replicas = 2, max_parallel_replicas = 2, parallel_replicas_for_non_replicated_merge_tree = 1,
-cluster_for_parallel_replicas = 'test_cluster_one_shard_three_replicas_localhost', join_algorithm='hash'"
+SETTINGS enable_analyzer=1, $PARALLEL_REPLICAS_SETTINGS, parallel_replicas_prefer_local_join=0, join_algorithm='hash'"
 
 $CLICKHOUSE_CLIENT --max_rows_in_set_to_optimize_join 0 -q "
 select * from (select key, value from num_1) l
 inner join (select key, value from num_2 inner join
   (select number * 7 as key from numbers(1e5)) as nn on num_2.key = nn.key settings join_algorithm='full_sorting_merge') r
 on l.key = r.key order by l.key limit 10 offset 10000
-SETTINGS enable_analyzer=1, parallel_replicas_prefer_local_join=0, send_logs_level='trace',
-allow_experimental_parallel_reading_from_replicas = 2, max_parallel_replicas = 2, parallel_replicas_for_non_replicated_merge_tree = 1,
-cluster_for_parallel_replicas = 'test_cluster_one_shard_three_replicas_localhost', join_algorithm='hash'" 2>&1 |
+SETTINGS enable_analyzer=1, $PARALLEL_REPLICAS_SETTINGS, parallel_replicas_prefer_local_join=0, send_logs_level='trace', join_algorithm='hash'" 2>&1 |
 grep "executeQuery\|<Debug>.*Coordinator: Coordination done" |
 grep -o "SELECT.*WithMergeableState)\|<Debug>.*Coordinator: Coordination done" |
 sed -re 's/_data_[[:digit:]]+_[[:digit:]]+/_data_/g'
diff --git a/tests/queries/0_stateless/02967_parallel_replicas_joins_and_analyzer.reference b/tests/queries/0_stateless/02967_parallel_replicas_joins_and_analyzer.reference
index 36f02b2f764..ba67acd7d0b 100644
--- a/tests/queries/0_stateless/02967_parallel_replicas_joins_and_analyzer.reference
+++ b/tests/queries/0_stateless/02967_parallel_replicas_joins_and_analyzer.reference
@@ -19,8 +19,20 @@ select x, y, r.y, z, rr.z, a from (select l.x, l.y, r.y, r.z as z from (select x
 14	14	14	14	0	0
 15	15	0	0	0	0
 explain description=0 select x, y, r.y, z, rr.z, a from (select l.x, l.y, r.y, r.z as z from (select x, y from tab1 where x != 2) l any left join (select y, z from tab2 where y != 4) r on l.y = r.y) ll any left join (select z, a from tab3 where z != 8) rr on ll.z = rr.z SETTINGS allow_experimental_parallel_reading_from_replicas = 2, max_parallel_replicas = 2, parallel_replicas_for_non_replicated_merge_tree = 1, prefer_localhost_replica = 1, cluster_for_parallel_replicas = 'test_cluster_one_shard_three_replicas_localhost', enable_analyzer=1;
-Expression
-  ReadFromRemoteParallelReplicas
+Union
+  Expression
+    Join
+      Expression
+        Join
+          Expression
+            Expression
+              ReadFromMergeTree
+          Expression
+            ReadFromMemoryStorage
+      Expression
+        ReadFromMemoryStorage
+  Expression
+    ReadFromRemoteParallelReplicas
 --
 -- The same query with cte;
 with sub1 as (select x, y from tab1 where x != 2),
@@ -55,8 +67,22 @@ select * from sub5 order by x
 SETTINGS allow_experimental_parallel_reading_from_replicas = 2, max_parallel_replicas = 2, parallel_replicas_for_non_replicated_merge_tree = 1, prefer_localhost_replica = 1, cluster_for_parallel_replicas = 'test_cluster_one_shard_three_replicas_localhost', enable_analyzer=1;
 Expression
   Sorting
-    Expression
-      ReadFromRemoteParallelReplicas
+    Union
+      Expression
+        Sorting
+          Expression
+            Join
+              Expression
+                Join
+                  Expression
+                    Expression
+                      ReadFromMergeTree
+                  Expression
+                    ReadFromMemoryStorage
+              Expression
+                ReadFromMemoryStorage
+      Expression
+        ReadFromRemoteParallelReplicas
 --
 -- GROUP BY should work up to WithMergableStage
 with sub1 as (select x, y from tab1 where x != 2),
@@ -80,8 +106,22 @@ Expression
   Sorting
     Expression
       MergingAggregated
-        Expression
-          ReadFromRemoteParallelReplicas
+        Union
+          Expression
+            Aggregating
+              Expression
+                Join
+                  Expression
+                    Join
+                      Expression
+                        Expression
+                          ReadFromMergeTree
+                      Expression
+                        ReadFromMemoryStorage
+                  Expression
+                    ReadFromMemoryStorage
+          Expression
+            ReadFromRemoteParallelReplicas
 --
 -- ORDER BY in sub3 : sub1 is fully pushed, sub3 -> WithMergableStage
 with sub1 as (select x, y from tab1 where x != 2),
@@ -118,10 +158,22 @@ Expression
   Sorting
     Expression
       Join
-        Expression
-          ReadFromRemoteParallelReplicas
-        Expression
-          ReadFromRemoteParallelReplicas
+        Union
+          Expression
+            Join
+              Expression
+                Expression
+                  ReadFromMergeTree
+              Expression
+                ReadFromMemoryStorage
+          Expression
+            ReadFromRemoteParallelReplicas
+        Union
+          Expression
+            Expression
+              ReadFromMergeTree
+          Expression
+            ReadFromRemoteParallelReplicas
 --
 -- ORDER BY in sub1 : sub1 -> WithMergableStage
 with sub1 as (select x, y from tab1 where x != 2 order by y),
@@ -160,12 +212,24 @@ Expression
       Join
         Expression
           Join
+            Union
+              Expression
+                Expression
+                  ReadFromMergeTree
+              Expression
+                ReadFromRemoteParallelReplicas
+            Union
+              Expression
+                Expression
+                  ReadFromMergeTree
+              Expression
+                ReadFromRemoteParallelReplicas
+        Union
+          Expression
             Expression
-              ReadFromRemoteParallelReplicas
-            Expression
-              ReadFromRemoteParallelReplicas
-        Expression
-          ReadFromRemoteParallelReplicas
+              ReadFromMergeTree
+          Expression
+            ReadFromRemoteParallelReplicas
 --
 -- RIGHT JOIN in sub3: sub3 -> WithMergableStage
 with sub1 as (select x, y from tab1 where x != 2),
@@ -202,12 +266,24 @@ Expression
   Join
     Expression
       Join
+        Union
+          Expression
+            Expression
+              ReadFromMergeTree
+          Expression
+            ReadFromRemoteParallelReplicas
+        Union
+          Expression
+            Expression
+              ReadFromMergeTree
+          Expression
+            ReadFromRemoteParallelReplicas
+    Union
+      Expression
         Expression
-          ReadFromRemoteParallelReplicas
-        Expression
-          ReadFromRemoteParallelReplicas
-    Expression
-      ReadFromRemoteParallelReplicas
+          ReadFromMergeTree
+      Expression
+        ReadFromRemoteParallelReplicas
 --
 -- RIGHT JOIN in sub5: sub5 -> WithMergableStage
 with sub1 as (select x, y from tab1 where x != 2),
@@ -242,14 +318,26 @@ Expression
   Sorting
     Expression
       Join
-        Expression
-          ReadFromRemoteParallelReplicas
+        Union
+          Expression
+            Expression
+              ReadFromMergeTree
+          Expression
+            ReadFromRemoteParallelReplicas
         Expression
           Join
-            Expression
-              ReadFromRemoteParallelReplicas
-            Expression
-              ReadFromRemoteParallelReplicas
+            Union
+              Expression
+                Expression
+                  ReadFromMergeTree
+              Expression
+                ReadFromRemoteParallelReplicas
+            Union
+              Expression
+                Expression
+                  ReadFromMergeTree
+              Expression
+                ReadFromRemoteParallelReplicas
 --
 -- Subqueries for IN allowed
 with sub1 as (select x, y from tab1 where x in (select number from numbers(16) where number != 2)),
@@ -284,8 +372,28 @@ select * from sub5 order by x
 SETTINGS allow_experimental_parallel_reading_from_replicas = 2, max_parallel_replicas = 2, parallel_replicas_for_non_replicated_merge_tree = 1, prefer_localhost_replica = 1, cluster_for_parallel_replicas = 'test_cluster_one_shard_three_replicas_localhost', enable_analyzer=1;
 Expression
   Sorting
-    Expression
-      ReadFromRemoteParallelReplicas
+    Union
+      Expression
+        Sorting
+          Expression
+            Join
+              Expression
+                Join
+                  Expression
+                    CreatingSets
+                      Expression
+                        Expression
+                          ReadFromMergeTree
+                      CreatingSet
+                        Expression
+                          Filter
+                            ReadFromSystemNumbers
+                  Expression
+                    ReadFromMemoryStorage
+              Expression
+                ReadFromMemoryStorage
+      Expression
+        ReadFromRemoteParallelReplicas
 --
 -- Subqueries for IN are not allowed
 with sub1 as (select x, y from tab1 where x in (select number from numbers(16) where number != 2)),
@@ -333,10 +441,18 @@ Expression
                   Expression
                     Filter
                       ReadFromSystemNumbers
+            Union
+              Expression
+                Expression
+                  ReadFromMergeTree
+              Expression
+                ReadFromRemoteParallelReplicas
+        Union
+          Expression
             Expression
-              ReadFromRemoteParallelReplicas
-        Expression
-          ReadFromRemoteParallelReplicas
+              ReadFromMergeTree
+          Expression
+            ReadFromRemoteParallelReplicas
 set parallel_replicas_prefer_local_join = 1;
 -- A query with only INNER/LEFT joins is fully send to replicas. JOIN is executed in GLOBAL mode.
 select x, y, r.y, z, rr.z, a from (select l.x, l.y, r.y, r.z as z from (select x, y from tab1 where x != 2) l any left join (select y, z from tab2 where y != 4) r on l.y = r.y) ll any left join (select z, a from tab3 where z != 8) rr on ll.z = rr.z order by x SETTINGS allow_experimental_parallel_reading_from_replicas = 2, max_parallel_replicas = 2, parallel_replicas_for_non_replicated_merge_tree = 1, prefer_localhost_replica = 1, cluster_for_parallel_replicas = 'test_cluster_one_shard_three_replicas_localhost', enable_analyzer=1;
@@ -356,8 +472,22 @@ select x, y, r.y, z, rr.z, a from (select l.x, l.y, r.y, r.z as z from (select x
 14	14	14	14	0	0
 15	15	0	0	0	0
 explain description=0 select x, y, r.y, z, rr.z, a from (select l.x, l.y, r.y, r.z as z from (select x, y from tab1 where x != 2) l any left join (select y, z from tab2 where y != 4) r on l.y = r.y) ll any left join (select z, a from tab3 where z != 8) rr on ll.z = rr.z SETTINGS allow_experimental_parallel_reading_from_replicas = 2, max_parallel_replicas = 2, parallel_replicas_for_non_replicated_merge_tree = 1, prefer_localhost_replica = 1, cluster_for_parallel_replicas = 'test_cluster_one_shard_three_replicas_localhost', enable_analyzer=1;
-Expression
-  ReadFromRemoteParallelReplicas
+Union
+  Expression
+    Join
+      Expression
+        Join
+          Expression
+            Expression
+              ReadFromMergeTree
+          Expression
+            Expression
+              ReadFromMergeTree
+      Expression
+        Expression
+          ReadFromMergeTree
+  Expression
+    ReadFromRemoteParallelReplicas
 --
 -- The same query with cte;
 with sub1 as (select x, y from tab1 where x != 2),
@@ -392,8 +522,24 @@ select * from sub5 order by x
 SETTINGS allow_experimental_parallel_reading_from_replicas = 2, max_parallel_replicas = 2, parallel_replicas_for_non_replicated_merge_tree = 1, prefer_localhost_replica = 1, cluster_for_parallel_replicas = 'test_cluster_one_shard_three_replicas_localhost', enable_analyzer=1;
 Expression
   Sorting
-    Expression
-      ReadFromRemoteParallelReplicas
+    Union
+      Expression
+        Sorting
+          Expression
+            Join
+              Expression
+                Join
+                  Expression
+                    Expression
+                      ReadFromMergeTree
+                  Expression
+                    Expression
+                      ReadFromMergeTree
+              Expression
+                Expression
+                  ReadFromMergeTree
+      Expression
+        ReadFromRemoteParallelReplicas
 --
 -- GROUP BY should work up to WithMergableStage
 with sub1 as (select x, y from tab1 where x != 2),
@@ -417,8 +563,24 @@ Expression
   Sorting
     Expression
       MergingAggregated
-        Expression
-          ReadFromRemoteParallelReplicas
+        Union
+          Expression
+            Aggregating
+              Expression
+                Join
+                  Expression
+                    Join
+                      Expression
+                        Expression
+                          ReadFromMergeTree
+                      Expression
+                        Expression
+                          ReadFromMergeTree
+                  Expression
+                    Expression
+                      ReadFromMergeTree
+          Expression
+            ReadFromRemoteParallelReplicas
 --
 -- ORDER BY in sub3 : sub1 is fully pushed, sub3 -> WithMergableStage
 with sub1 as (select x, y from tab1 where x != 2),
@@ -455,10 +617,23 @@ Expression
   Sorting
     Expression
       Join
-        Expression
-          ReadFromRemoteParallelReplicas
-        Expression
-          ReadFromRemoteParallelReplicas
+        Union
+          Expression
+            Join
+              Expression
+                Expression
+                  ReadFromMergeTree
+              Expression
+                Expression
+                  ReadFromMergeTree
+          Expression
+            ReadFromRemoteParallelReplicas
+        Union
+          Expression
+            Expression
+              ReadFromMergeTree
+          Expression
+            ReadFromRemoteParallelReplicas
 --
 -- ORDER BY in sub1 : sub1 -> WithMergableStage
 with sub1 as (select x, y from tab1 where x != 2 order by y),
@@ -497,12 +672,24 @@ Expression
       Join
         Expression
           Join
+            Union
+              Expression
+                Expression
+                  ReadFromMergeTree
+              Expression
+                ReadFromRemoteParallelReplicas
+            Union
+              Expression
+                Expression
+                  ReadFromMergeTree
+              Expression
+                ReadFromRemoteParallelReplicas
+        Union
+          Expression
             Expression
-              ReadFromRemoteParallelReplicas
-            Expression
-              ReadFromRemoteParallelReplicas
-        Expression
-          ReadFromRemoteParallelReplicas
+              ReadFromMergeTree
+          Expression
+            ReadFromRemoteParallelReplicas
 --
 -- RIGHT JOIN in sub3: sub3 -> WithMergableStage
 with sub1 as (select x, y from tab1 where x != 2),
@@ -539,12 +726,24 @@ Expression
   Join
     Expression
       Join
+        Union
+          Expression
+            Expression
+              ReadFromMergeTree
+          Expression
+            ReadFromRemoteParallelReplicas
+        Union
+          Expression
+            Expression
+              ReadFromMergeTree
+          Expression
+            ReadFromRemoteParallelReplicas
+    Union
+      Expression
         Expression
-          ReadFromRemoteParallelReplicas
-        Expression
-          ReadFromRemoteParallelReplicas
-    Expression
-      ReadFromRemoteParallelReplicas
+          ReadFromMergeTree
+      Expression
+        ReadFromRemoteParallelReplicas
 --
 -- RIGHT JOIN in sub5: sub5 -> WithMergableStage
 with sub1 as (select x, y from tab1 where x != 2),
@@ -579,14 +778,26 @@ Expression
   Sorting
     Expression
       Join
-        Expression
-          ReadFromRemoteParallelReplicas
+        Union
+          Expression
+            Expression
+              ReadFromMergeTree
+          Expression
+            ReadFromRemoteParallelReplicas
         Expression
           Join
-            Expression
-              ReadFromRemoteParallelReplicas
-            Expression
-              ReadFromRemoteParallelReplicas
+            Union
+              Expression
+                Expression
+                  ReadFromMergeTree
+              Expression
+                ReadFromRemoteParallelReplicas
+            Union
+              Expression
+                Expression
+                  ReadFromMergeTree
+              Expression
+                ReadFromRemoteParallelReplicas
 --
 -- Subqueries for IN allowed
 with sub1 as (select x, y from tab1 where x in (select number from numbers(16) where number != 2)),
@@ -621,8 +832,30 @@ select * from sub5 order by x
 SETTINGS allow_experimental_parallel_reading_from_replicas = 2, max_parallel_replicas = 2, parallel_replicas_for_non_replicated_merge_tree = 1, prefer_localhost_replica = 1, cluster_for_parallel_replicas = 'test_cluster_one_shard_three_replicas_localhost', enable_analyzer=1;
 Expression
   Sorting
-    Expression
-      ReadFromRemoteParallelReplicas
+    Union
+      Expression
+        Sorting
+          Expression
+            Join
+              Expression
+                Join
+                  Expression
+                    CreatingSets
+                      Expression
+                        Expression
+                          ReadFromMergeTree
+                      CreatingSet
+                        Expression
+                          Filter
+                            ReadFromSystemNumbers
+                  Expression
+                    Expression
+                      ReadFromMergeTree
+              Expression
+                Expression
+                  ReadFromMergeTree
+      Expression
+        ReadFromRemoteParallelReplicas
 --
 -- Subqueries for IN are not allowed
 with sub1 as (select x, y from tab1 where x in (select number from numbers(16) where number != 2)),
@@ -670,7 +903,15 @@ Expression
                   Expression
                     Filter
                       ReadFromSystemNumbers
+            Union
+              Expression
+                Expression
+                  ReadFromMergeTree
+              Expression
+                ReadFromRemoteParallelReplicas
+        Union
+          Expression
             Expression
-              ReadFromRemoteParallelReplicas
-        Expression
-          ReadFromRemoteParallelReplicas
+              ReadFromMergeTree
+          Expression
+            ReadFromRemoteParallelReplicas
diff --git a/tests/queries/0_stateless/02967_parallel_replicas_joins_and_analyzer.sql.j2 b/tests/queries/0_stateless/02967_parallel_replicas_joins_and_analyzer.sql.j2
index 775663768fe..6f90f07c7a5 100644
--- a/tests/queries/0_stateless/02967_parallel_replicas_joins_and_analyzer.sql.j2
+++ b/tests/queries/0_stateless/02967_parallel_replicas_joins_and_analyzer.sql.j2
@@ -10,6 +10,8 @@ insert into tab1 select number, number, number from numbers(16);
 insert into tab2 select number * 2, number * 2 from numbers(8);
 insert into tab3 select number * 4, number * 4 from numbers(4);
 
+set parallel_replicas_local_plan=1;
+
 {% for use_global_in in [0, 1] -%}
 
 -- { echoOn }
diff --git a/tests/queries/0_stateless/03006_parallel_replicas_prewhere.reference b/tests/queries/0_stateless/03006_parallel_replicas_prewhere.reference
index e69de29bb2d..8b8d0e5d565 100644
--- a/tests/queries/0_stateless/03006_parallel_replicas_prewhere.reference
+++ b/tests/queries/0_stateless/03006_parallel_replicas_prewhere.reference
@@ -0,0 +1 @@
+default	url_na_log	1	130000	130
diff --git a/tests/queries/0_stateless/03006_parallel_replicas_prewhere.sql b/tests/queries/0_stateless/03006_parallel_replicas_prewhere.sql
index 4b84646c034..de43302690a 100644
--- a/tests/queries/0_stateless/03006_parallel_replicas_prewhere.sql
+++ b/tests/queries/0_stateless/03006_parallel_replicas_prewhere.sql
@@ -21,11 +21,21 @@ SELECT
 FROM numbers(130000)
 SETTINGS max_insert_block_size = 200000;
 
+SET max_block_size = 1048576, max_threads = 1, allow_experimental_parallel_reading_from_replicas = 1, parallel_replicas_for_non_replicated_merge_tree = 1, cluster_for_parallel_replicas = 'test_cluster_one_shard_three_replicas_localhost', max_parallel_replicas = 3, parallel_replicas_min_number_of_rows_per_replica=10000;
+
 EXPLAIN ESTIMATE
 SELECT count()
 FROM url_na_log
 PREWHERE (DateVisit >= toFixedString('2022-08-10', 10)) AND (DateVisit <= '2022-08-20')
-SETTINGS max_block_size = 1048576, max_threads = 1, allow_experimental_parallel_reading_from_replicas = 1, parallel_replicas_for_non_replicated_merge_tree = 1, cluster_for_parallel_replicas = 'test_cluster_one_shard_three_replicas_localhost', max_parallel_replicas = 3, parallel_replicas_min_number_of_rows_per_replica=10000;
+SETTINGS parallel_replicas_local_plan=0;
+
+-- here parallel replicas uses local snapshot as working set
+-- so, the estimation can be done
+EXPLAIN ESTIMATE
+SELECT count()
+FROM url_na_log
+PREWHERE (DateVisit >= toFixedString('2022-08-10', 10)) AND (DateVisit <= '2022-08-20')
+SETTINGS allow_experimental_analyzer=1, parallel_replicas_local_plan=1;
 
 DROP POLICY url_na_log_policy0 ON url_na_log;
 DROP TABLE url_na_log;
diff --git a/tests/queries/0_stateless/03222_parallel_replicas_final_in_subquery.reference b/tests/queries/0_stateless/03222_parallel_replicas_final_in_subquery.reference
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/tests/queries/0_stateless/03222_parallel_replicas_final_in_subquery.sql b/tests/queries/0_stateless/03222_parallel_replicas_final_in_subquery.sql
new file mode 100644
index 00000000000..6c2e05c12a9
--- /dev/null
+++ b/tests/queries/0_stateless/03222_parallel_replicas_final_in_subquery.sql
@@ -0,0 +1,21 @@
+DROP TABLE IF EXISTS test_00808;
+
+CREATE TABLE test_00808
+(
+    `date` Date,
+    `id` Int8,
+    `name` String,
+    `value` Int64,
+    `sign` Int8
+)
+ENGINE = CollapsingMergeTree(sign)
+ORDER BY (id, date);
+
+INSERT INTO test_00808 VALUES('2000-01-01', 1, 'test string 1', 1, 1);
+INSERT INTO test_00808 VALUES('2000-01-01', 2, 'test string 2', 2, 1);
+
+SET allow_experimental_parallel_reading_from_replicas = 2, max_parallel_replicas = 3, parallel_replicas_for_non_replicated_merge_tree=1, cluster_for_parallel_replicas='test_cluster_one_shard_three_replicas_localhost';
+
+SELECT * FROM (SELECT * FROM test_00808 FINAL) WHERE id = 1; -- { serverError SUPPORT_IS_DISABLED }
+
+DROP TABLE test_00808;
diff --git a/tests/queries/0_stateless/03222_pr_asan_index_granularity.reference b/tests/queries/0_stateless/03222_pr_asan_index_granularity.reference
new file mode 100644
index 00000000000..662880055bd
--- /dev/null
+++ b/tests/queries/0_stateless/03222_pr_asan_index_granularity.reference
@@ -0,0 +1,100 @@
+0	18	9899
+0	18	9898
+0	18	9897
+0	18	9896
+0	18	9895
+0	18	9894
+0	18	9893
+0	18	9892
+0	18	9891
+0	18	9890
+0	18	9889
+0	18	9888
+0	18	9887
+0	18	9886
+0	18	9885
+0	18	9884
+0	18	9883
+0	18	9882
+0	18	9881
+0	18	9880
+0	18	9879
+0	18	9878
+0	18	9877
+0	18	9876
+0	18	9875
+0	18	9874
+0	18	9873
+0	18	9872
+0	18	9871
+0	18	9870
+0	18	9869
+0	18	9868
+0	18	9867
+0	18	9866
+0	18	9865
+0	18	9864
+0	18	9863
+0	18	9862
+0	18	9861
+0	18	9860
+0	18	9859
+0	18	9858
+0	18	9857
+0	18	9856
+0	18	9855
+0	18	9854
+0	18	9853
+0	18	9852
+0	18	9851
+0	18	9850
+0	18	9849
+0	18	9848
+0	18	9847
+0	18	9846
+0	18	9845
+0	18	9844
+0	18	9843
+0	18	9842
+0	18	9841
+0	18	9840
+0	18	9839
+0	18	9838
+0	18	9837
+0	18	9836
+0	18	9835
+0	18	9834
+0	18	9833
+0	18	9832
+0	18	9831
+0	18	9830
+0	18	9829
+0	18	9828
+0	18	9827
+0	18	9826
+0	18	9825
+0	18	9824
+0	18	9823
+0	18	9822
+0	18	9821
+0	18	9820
+0	18	9819
+0	18	9818
+0	18	9817
+0	18	9816
+0	18	9815
+0	18	9814
+0	18	9813
+0	18	9812
+0	18	9811
+0	18	9810
+0	18	9809
+0	18	9808
+0	18	9807
+0	18	9806
+0	18	9805
+0	18	9804
+0	18	9803
+0	18	9802
+0	18	9801
+0	18	9800
diff --git a/tests/queries/0_stateless/03222_pr_asan_index_granularity.sql b/tests/queries/0_stateless/03222_pr_asan_index_granularity.sql
new file mode 100644
index 00000000000..b7f37dd2856
--- /dev/null
+++ b/tests/queries/0_stateless/03222_pr_asan_index_granularity.sql
@@ -0,0 +1,14 @@
+DROP TABLE IF EXISTS test;
+
+CREATE TABLE test (k UInt64, v String)
+ENGINE = MergeTree
+ORDER BY k
+SETTINGS index_granularity=1;
+
+INSERT INTO test SELECT number, toString(number) FROM numbers(10_000);
+
+SET allow_experimental_parallel_reading_from_replicas = 2, max_parallel_replicas = 3, parallel_replicas_for_non_replicated_merge_tree=1, cluster_for_parallel_replicas='test_cluster_one_shard_three_replicas_localhost';
+
+SELECT 0, materialize(18), k FROM test PREWHERE toNullable(toNullable(11)) WHERE toNullable(11) ORDER BY k DESC NULLS LAST LIMIT 100, 100 SETTINGS optimize_read_in_order = 1, merge_tree_min_rows_for_concurrent_read = 9223372036854775806, max_threads = 1;
+
+-- DROP TABLE test;
diff --git a/tests/queries/0_stateless/03228_join_to_rerange_right_table.reference b/tests/queries/0_stateless/03228_join_to_rerange_right_table.reference
new file mode 100644
index 00000000000..b62923296e5
--- /dev/null
+++ b/tests/queries/0_stateless/03228_join_to_rerange_right_table.reference
@@ -0,0 +1,2 @@
+9
+9
diff --git a/tests/queries/0_stateless/03228_join_to_rerange_right_table.sql b/tests/queries/0_stateless/03228_join_to_rerange_right_table.sql
new file mode 100644
index 00000000000..f3ee0f0b933
--- /dev/null
+++ b/tests/queries/0_stateless/03228_join_to_rerange_right_table.sql
@@ -0,0 +1,14 @@
+drop table if exists test_left;
+drop table if exists test_right;
+
+CREATE TABLE test_left (a Int64, b String, c LowCardinality(String)) ENGINE = MergeTree() ORDER BY a;
+CREATE TABLE test_right (a Int64, b String, c LowCardinality(String)) ENGINE = MergeTree() ORDER BY a;
+
+INSERT INTO test_left SELECT number % 10000, number % 10000, number % 10000 FROM numbers(100000);
+INSERT INTO test_right SELECT number % 10 , number % 10, number % 10 FROM numbers(10000);
+
+SELECT MAX(test_right.a) FROM test_left INNER JOIN test_right on test_left.b = test_right.b SETTINGS allow_experimental_join_right_table_sorting=true;
+SELECT MAX(test_right.a) FROM test_left LEFT JOIN test_right on test_left.b = test_right.b SETTINGS allow_experimental_join_right_table_sorting=true;
+
+drop table test_left;
+drop table test_right;
diff --git a/tests/queries/0_stateless/03228_pr_subquery_view_order_by.reference b/tests/queries/0_stateless/03228_pr_subquery_view_order_by.reference
new file mode 100644
index 00000000000..aad720e27cf
--- /dev/null
+++ b/tests/queries/0_stateless/03228_pr_subquery_view_order_by.reference
@@ -0,0 +1,20 @@
+300
+299
+298
+297
+296
+295
+294
+293
+292
+291
+290
+289
+288
+287
+286
+285
+284
+283
+282
+281
diff --git a/tests/queries/0_stateless/03228_pr_subquery_view_order_by.sql b/tests/queries/0_stateless/03228_pr_subquery_view_order_by.sql
new file mode 100644
index 00000000000..804a97f737f
--- /dev/null
+++ b/tests/queries/0_stateless/03228_pr_subquery_view_order_by.sql
@@ -0,0 +1,18 @@
+DROP TABLE IF EXISTS view1;
+DROP TABLE IF EXISTS table1;
+CREATE TABLE table1 (number UInt64) ENGINE=MergeTree ORDER BY number SETTINGS index_granularity=1;
+INSERT INTO table1 SELECT number FROM numbers(1, 300);
+CREATE VIEW view1 AS SELECT number FROM table1;
+
+SELECT *
+FROM
+(
+    SELECT *
+    FROM view1
+)
+ORDER BY number DESC
+LIMIT 20
+SETTINGS cluster_for_parallel_replicas = 'parallel_replicas', allow_experimental_parallel_reading_from_replicas = 1, max_parallel_replicas = 3, parallel_replicas_for_non_replicated_merge_tree = 1, parallel_replicas_local_plan = 1;
+
+DROP TABLE view1;
+DROP TABLE table1;
diff --git a/tests/queries/0_stateless/03232_pr_not_ready_set.sql b/tests/queries/0_stateless/03232_pr_not_ready_set.sql
index 1a724085903..3b2d5d28cfb 100644
--- a/tests/queries/0_stateless/03232_pr_not_ready_set.sql
+++ b/tests/queries/0_stateless/03232_pr_not_ready_set.sql
@@ -1,3 +1,4 @@
+SYSTEM FLUSH LOGS;
 SELECT
     is_initial_query,
     count() AS c,
diff --git a/tests/queries/0_stateless/03235_groupArray_string_consistency.reference b/tests/queries/0_stateless/03235_groupArray_string_consistency.reference
new file mode 100644
index 00000000000..d00491fd7e5
--- /dev/null
+++ b/tests/queries/0_stateless/03235_groupArray_string_consistency.reference
@@ -0,0 +1 @@
+1
diff --git a/tests/queries/0_stateless/03235_groupArray_string_consistency.sql b/tests/queries/0_stateless/03235_groupArray_string_consistency.sql
new file mode 100644
index 00000000000..618ec6f839b
--- /dev/null
+++ b/tests/queries/0_stateless/03235_groupArray_string_consistency.sql
@@ -0,0 +1,10 @@
+CREATE TABLE t (st FixedString(54)) ENGINE=MergeTree ORDER BY ();
+
+INSERT INTO t VALUES 
+('abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRTUVWXYZ'),
+('\0\0\0\0\0\0\0\0\0\0\0\0\0\0\0\0\0\0\0\0\0\0\0\0\0\0\0\0\0\0\0\0\0\0\0\0\0\0\0\0\0\0\0\0\0\0'),
+('IIIIIIIIII\0\0\0\0\0\0\0\0\0\0\0\0\0\0\0\0\0\0\0\0\0\0\0\0\0\0\0\0\0\0\0\0\0\0\0\0\0\0\0\0\0');
+
+WITH (SELECT groupConcat(',')(st) FROM t) AS a,
+     (SELECT groupConcat(',')(st :: String) FROM t) AS b
+SELECT equals(a, b);
diff --git a/tests/queries/0_stateless/03236_squashing_high_memory.reference b/tests/queries/0_stateless/03236_squashing_high_memory.reference
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/tests/queries/0_stateless/03236_squashing_high_memory.sql b/tests/queries/0_stateless/03236_squashing_high_memory.sql
new file mode 100644
index 00000000000..f6e5dbdef03
--- /dev/null
+++ b/tests/queries/0_stateless/03236_squashing_high_memory.sql
@@ -0,0 +1,27 @@
+-- Tags: no-fasttest, no-asan, no-tsan, no-msan, no-ubsan
+-- reason: test requires too many rows to read
+
+SET max_rows_to_read = '501G';
+
+DROP TABLE IF EXISTS id_values;
+
+DROP TABLE IF EXISTS test_table;
+
+CREATE TABLE id_values ENGINE MergeTree ORDER BY id1 AS
+    SELECT arrayJoin(range(500000)) AS id1, arrayJoin(range(1000)) AS id2;
+
+SET max_memory_usage = '1G';
+
+CREATE TABLE test_table ENGINE MergeTree ORDER BY id AS
+SELECT id_values.id1             AS id,
+    string_values.string_val1 AS string_val1,
+    string_values.string_val2 AS string_val2
+FROM id_values
+        JOIN (SELECT arrayJoin(range(10)) AS id1,
+                    'qwe'                AS string_val1,
+                    'asd'                AS string_val2) AS string_values
+            ON id_values.id1 = string_values.id1
+    SETTINGS join_algorithm = 'hash';
+
+DROP TABLE IF EXISTS id_values;
+DROP TABLE IF EXISTS test_table;
diff --git a/tests/queries/1_stateful/00177_memory_bound_merging.reference b/tests/queries/1_stateful/00177_memory_bound_merging.reference
index 5689152d60a..4c7505d1123 100644
--- a/tests/queries/1_stateful/00177_memory_bound_merging.reference
+++ b/tests/queries/1_stateful/00177_memory_bound_merging.reference
@@ -10,6 +10,8 @@ http://auto.ru/chatay-baranta_bound-in-thankYou=ru/tver/zhanny	2014-03-18	http:/
 http://auto.ru/chatay-baranta_bound-in-thankYou=ru/tver/zhanny	2014-03-19	http://auto.ru/chatay-baranta_bound-in-thankYou=ru/tver/zhanny
 http://auto.ru/chatay-baranta_bound-in-thankYou=ru/tver/zhanny	2014-03-20	http://auto.ru/chatay-baranta_bound-in-thankYou=ru/tver/zhanny
 1
-SortingAggregatedTransform
 MergingAggregatedBucketTransform
-GroupingAggregatedTransform
+FinishAggregatingInOrderTransform
+FinalizeAggregatedTransform
+AggregatingInOrderTransform
+MergeTreeSelect
diff --git a/tests/queries/1_stateful/00177_memory_bound_merging.sh b/tests/queries/1_stateful/00177_memory_bound_merging.sh
index 564160bb251..3744d89f354 100755
--- a/tests/queries/1_stateful/00177_memory_bound_merging.sh
+++ b/tests/queries/1_stateful/00177_memory_bound_merging.sh
@@ -55,7 +55,7 @@ test2() {
 test3() {
     $CLICKHOUSE_CLIENT -q "
         SET cluster_for_parallel_replicas = 'test_cluster_one_shard_three_replicas_localhost';
-        SET max_threads = 16, prefer_localhost_replica = 1, read_in_order_two_level_merge_threshold = 1000, query_plan_aggregation_in_order = 1, distributed_aggregation_memory_efficient = 1;
+        SET max_threads = 16, read_in_order_two_level_merge_threshold = 1000, query_plan_aggregation_in_order = 1, distributed_aggregation_memory_efficient = 1;
 
         SELECT replaceRegexpOne(explain, '^ *(\w+).*', '\\1')
         FROM (
@@ -64,7 +64,7 @@ test3() {
             FROM test.hits
             WHERE CounterID = 1704509 AND UserID = 4322253409885123546
             GROUP BY URL, EventDate
-            SETTINGS optimize_aggregation_in_order = 1, enable_memory_bound_merging_of_aggregation_results = 1, allow_experimental_parallel_reading_from_replicas = 1, parallel_replicas_for_non_replicated_merge_tree = 1, max_parallel_replicas = 3
+            SETTINGS optimize_aggregation_in_order = 1, enable_memory_bound_merging_of_aggregation_results = 1, allow_experimental_parallel_reading_from_replicas = 1, parallel_replicas_for_non_replicated_merge_tree = 1, max_parallel_replicas = 3, parallel_replicas_local_plan=1
         )
         WHERE explain LIKE '%Aggr%Transform%' OR explain LIKE '%InOrder%'"
 }
diff --git a/utils/check-style/aspell-ignore/en/aspell-dict.txt b/utils/check-style/aspell-ignore/en/aspell-dict.txt
index 796df6f1042..3467f21c812 100644
--- a/utils/check-style/aspell-ignore/en/aspell-dict.txt
+++ b/utils/check-style/aspell-ignore/en/aspell-dict.txt
@@ -24,6 +24,7 @@ Aggregatefunction
 AggregatingMergeTree
 AggregatorThreads
 AggregatorThreadsActive
+AzureQueue
 Akka
 AlertManager
 Alexey
diff --git a/utils/check-style/experimental_settings_ignore.txt b/utils/check-style/experimental_settings_ignore.txt
index 94c46cf562e..3eda9821799 100644
--- a/utils/check-style/experimental_settings_ignore.txt
+++ b/utils/check-style/experimental_settings_ignore.txt
@@ -31,6 +31,7 @@ allow_experimental_statistics
 allow_experimental_time_series_table
 allow_experimental_undrop_table_query
 allow_experimental_usearch_index
+allow_experimental_join_right_table_sorting
 allow_get_client_http_header
 allow_introspection_functions
 allow_materialized_view_with_bad_select