diff --git a/dbms/src/Interpreters/Context.cpp b/dbms/src/Interpreters/Context.cpp
index f14e8f4c387..3a8aa822e67 100644
--- a/dbms/src/Interpreters/Context.cpp
+++ b/dbms/src/Interpreters/Context.cpp
@@ -896,50 +896,30 @@ StoragePtr Context::executeTableFunction(const ASTPtr & table_expression)
 }
 
 
-DDLGuard::DDLGuard(Map & map_, std::mutex & mutex_, std::unique_lock<std::mutex> && /*lock*/, const String & elem, const String & message)
-    : map(map_), mutex(mutex_)
+DDLGuard::DDLGuard(Map & map_, std::mutex & guards_mutex_, std::unique_lock<std::mutex> && lock, const String & elem)
+    : map(map_), guards_mutex(guards_mutex_)
 {
-    bool inserted;
-    std::tie(it, inserted) = map.emplace(elem, message);
-    if (!inserted)
-        throw Exception(it->second, ErrorCodes::DDL_GUARD_IS_ACTIVE);
+    it = map.emplace(elem, Entry{std::make_unique<std::mutex>(), 0}).first;
+    ++it->second.counter;
+    lock.unlock();
+    table_lock = std::unique_lock<std::mutex>(*it->second.mutex);
 }
 
 DDLGuard::~DDLGuard()
 {
-    std::lock_guard<std::mutex> lock(mutex);
-    map.erase(it);
+    std::lock_guard<std::mutex> lock(guards_mutex);
+    --it->second.counter;
+    if (!it->second.counter)
+    {
+        table_lock.unlock();
+        map.erase(it);
+    }
 }
 
-std::unique_ptr<DDLGuard> Context::getDDLGuard(const String & database, const String & table, const String & message) const
+std::unique_ptr<DDLGuard> Context::getDDLGuard(const String & database, const String & table) const
 {
     std::unique_lock<std::mutex> lock(shared->ddl_guards_mutex);
-    return std::make_unique<DDLGuard>(shared->ddl_guards[database], shared->ddl_guards_mutex, std::move(lock), table, message);
-}
-
-
-std::unique_ptr<DDLGuard> Context::getDDLGuardIfTableDoesntExist(const String & database, const String & table, const String & message) const
-{
-    auto lock = getLock();
-
-    Databases::const_iterator it = shared->databases.find(database);
-    if (shared->databases.end() != it && it->second->isTableExist(*this, table))
-        return {};
-
-    return getDDLGuard(database, table, message);
-}
-
-
-std::unique_ptr<DDLGuard> Context::getDDLGuardIfDatabaseDoesntExist(const String & database, const String & message) const
-{
-    auto lock = getLock();
-
-    auto it = shared->ddl_guards.find(database);
-
-    if (it != shared->ddl_guards.end() && !it->second.empty())
-        return {};
-    
-    return getDDLGuard(database, "", message);
+    return std::make_unique<DDLGuard>(shared->ddl_guards[database], shared->ddl_guards_mutex, std::move(lock), table);
 }
 
 
diff --git a/dbms/src/Interpreters/Context.h b/dbms/src/Interpreters/Context.h
index adcaae05b6d..e5ed387002c 100644
--- a/dbms/src/Interpreters/Context.h
+++ b/dbms/src/Interpreters/Context.h
@@ -225,10 +225,7 @@ public:
 
     /// Get an object that protects the table from concurrently executing multiple DDL operations.
     /// If such an object already exists, an exception is thrown.
-    std::unique_ptr<DDLGuard> getDDLGuard(const String & database, const String & table, const String & message) const;
-    /// If the table already exists, it returns nullptr, otherwise guard is created.
-    std::unique_ptr<DDLGuard> getDDLGuardIfTableDoesntExist(const String & database, const String & table, const String & message) const;
-    std::unique_ptr<DDLGuard> getDDLGuardIfDatabaseDoesntExist(const String & database, const String & message) const;
+    std::unique_ptr<DDLGuard> getDDLGuard(const String & database, const String & table) const;
 
     String getCurrentDatabase() const;
     String getCurrentQueryId() const;
@@ -473,17 +470,23 @@ private:
 class DDLGuard
 {
 public:
+    struct Entry {
+        std::unique_ptr<std::mutex> mutex;
+        UInt32 counter;
+    };
+
     /// Element name -> message.
     /// NOTE: using std::map here (and not std::unordered_map) to avoid iterator invalidation on insertion.
-    using Map = std::map<String, String>;
+    using Map = std::map<String, Entry>;
 
-    DDLGuard(Map & map_, std::mutex & mutex_, std::unique_lock<std::mutex> && lock, const String & elem, const String & message);
+    DDLGuard(Map & map_, std::mutex & guards_mutex_, std::unique_lock<std::mutex> && guards_lock, const String & elem);
     ~DDLGuard();
 
 private:
     Map & map;
     Map::iterator it;
-    std::mutex & mutex;
+    std::mutex & guards_mutex;
+    std::unique_lock<std::mutex> table_lock;
 };
 
 
diff --git a/dbms/src/Interpreters/InterpreterCreateQuery.cpp b/dbms/src/Interpreters/InterpreterCreateQuery.cpp
index 30194093763..74950bdeeae 100644
--- a/dbms/src/Interpreters/InterpreterCreateQuery.cpp
+++ b/dbms/src/Interpreters/InterpreterCreateQuery.cpp
@@ -72,19 +72,16 @@ BlockIO InterpreterCreateQuery::createDatabase(ASTCreateQuery & create)
 
     String database_name = create.database;
 
-    auto guard = context.getDDLGuardIfDatabaseDoesntExist(database_name, "Database " + database_name + " is creating right now");
-    if (!guard)
+    auto guard = context.getDDLGuard(database_name, "");
+
+    /// Database can be created before or it can be created concurrently in another thread, while we were waiting in DDLGuard
+    if (context.isDatabaseExist(database_name))
     {
         if (create.if_not_exists)
             return {};
         else
             throw Exception("Database " + database_name + " already exists.", ErrorCodes::DATABASE_ALREADY_EXISTS);
     }
-    else 
-    {
-        if (create.if_not_exists && context.isDatabaseExist(database_name))
-            return {};
-    }
 
     String database_engine_name;
     if (!create.storage)
@@ -555,15 +552,13 @@ BlockIO InterpreterCreateQuery::createTable(ASTCreateQuery & create)
             database = context.getDatabase(database_name);
             data_path = database->getDataPath();
 
-            /** If the table already exists, and the request specifies IF NOT EXISTS,
-              *  then we allow concurrent CREATE queries (which do nothing).
-              * Otherwise, concurrent queries for creating a table, if the table does not exist,
-              *  can throw an exception, even if IF NOT EXISTS is specified.
+            /** If the request specifies IF NOT EXISTS, we allow concurrent CREATE queries (which do nothing).
+              * If table doesnt exist, one thread is creating table, while others wait in DDLGuard.
               */
-            guard = context.getDDLGuardIfTableDoesntExist(database_name, table_name,
-                "Table " + database_name + "." + table_name + " is creating or attaching right now");
+            guard = context.getDDLGuard(database_name, table_name);
 
-            if (!guard)
+            /// Table can be created before or it can be created concurrently in another thread, while we were waiting in DDLGuard.
+            if (database->isTableExist(context, table_name))
             {
                 if (create.if_not_exists)
                     return {};
diff --git a/dbms/src/Interpreters/InterpreterDropQuery.cpp b/dbms/src/Interpreters/InterpreterDropQuery.cpp
index 4878fe4cc19..943b3afa6d0 100644
--- a/dbms/src/Interpreters/InterpreterDropQuery.cpp
+++ b/dbms/src/Interpreters/InterpreterDropQuery.cpp
@@ -58,13 +58,12 @@ BlockIO InterpreterDropQuery::executeToTable(String & database_name_, String & t
 
     String database_name = database_name_.empty() ? context.getCurrentDatabase() : database_name_;
 
+    auto ddl_guard = context.getDDLGuard(database_name, table_name);
+
     DatabaseAndTable database_and_table = tryGetDatabaseAndTable(database_name, table_name, if_exists);
 
     if (database_and_table.first && database_and_table.second)
     {
-        auto ddl_guard = context.getDDLGuard(
-            database_name, table_name, "Table " + database_name + "." + table_name + " is dropping or detaching right now");
-
         if (kind == ASTDropQuery::Kind::Detach)
         {
             database_and_table.second->shutdown();
@@ -146,6 +145,8 @@ BlockIO InterpreterDropQuery::executeToTemporaryTable(String & table_name, ASTDr
 
 BlockIO InterpreterDropQuery::executeToDatabase(String & database_name, ASTDropQuery::Kind kind, bool if_exists)
 {
+    auto ddl_guard = context.getDDLGuard(database_name, "");
+
     if (auto database = tryGetDatabase(database_name, if_exists))
     {
         if (kind == ASTDropQuery::Kind::Truncate)
diff --git a/dbms/src/Interpreters/InterpreterRenameQuery.cpp b/dbms/src/Interpreters/InterpreterRenameQuery.cpp
index d241e620455..52bacb970c0 100644
--- a/dbms/src/Interpreters/InterpreterRenameQuery.cpp
+++ b/dbms/src/Interpreters/InterpreterRenameQuery.cpp
@@ -90,18 +90,10 @@ BlockIO InterpreterRenameQuery::execute()
         unique_tables_from.emplace(from);
 
         if (!table_guards.count(from))
-            table_guards.emplace(from,
-                context.getDDLGuard(
-                    from.database_name,
-                    from.table_name,
-                    "Table " + from.database_name + "." + from.table_name + " is being renamed right now"));
+            table_guards.emplace(from, context.getDDLGuard(from.database_name, from.table_name));
 
         if (!table_guards.count(to))
-            table_guards.emplace(to,
-                context.getDDLGuard(
-                    to.database_name,
-                    to.table_name,
-                    "Some table right now is being renamed to " + to.database_name + "." + to.table_name));
+            table_guards.emplace(to, context.getDDLGuard(to.database_name, to.table_name));
     }
 
     std::vector<TableFullWriteLock> locks;
diff --git a/dbms/src/Interpreters/InterpreterSystemQuery.cpp b/dbms/src/Interpreters/InterpreterSystemQuery.cpp
index 85c9a786bfb..3b4cc4cbf27 100644
--- a/dbms/src/Interpreters/InterpreterSystemQuery.cpp
+++ b/dbms/src/Interpreters/InterpreterSystemQuery.cpp
@@ -225,7 +225,8 @@ BlockIO InterpreterSystemQuery::execute()
 StoragePtr InterpreterSystemQuery::tryRestartReplica(const String & database_name, const String & table_name, Context & system_context)
 {
     auto database = system_context.getDatabase(database_name);
-    auto table_ddl_guard = system_context.getDDLGuard(database_name, table_name, "Table " + database_name + "." + table_name + " is restarting right now");
+    auto table_ddl_guard = system_context.getDDLGuard(database_name, table_name);
+    LOG_DEBUG(&Logger::get("System"), "trying restart replica");
     ASTPtr create_ast;
 
     /// Detach actions
diff --git a/dbms/tests/queries/0_stateless/00715_create_database_race.reference b/dbms/tests/queries/0_stateless/00719_parallel_ddl_db.reference
similarity index 100%
rename from dbms/tests/queries/0_stateless/00715_create_database_race.reference
rename to dbms/tests/queries/0_stateless/00719_parallel_ddl_db.reference
diff --git a/dbms/tests/queries/0_stateless/00715_create_database_race.sh b/dbms/tests/queries/0_stateless/00719_parallel_ddl_db.sh
similarity index 53%
rename from dbms/tests/queries/0_stateless/00715_create_database_race.sh
rename to dbms/tests/queries/0_stateless/00719_parallel_ddl_db.sh
index c2dba8bf23f..2e4bf066786 100755
--- a/dbms/tests/queries/0_stateless/00715_create_database_race.sh
+++ b/dbms/tests/queries/0_stateless/00719_parallel_ddl_db.sh
@@ -4,13 +4,13 @@ set -e
 CURDIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)
 . $CURDIR/../shell_config.sh
 
-${CLICKHOUSE_CLIENT} --query "DROP DATABASE IF EXISTS db_create_race"
+${CLICKHOUSE_CLIENT} --query "DROP DATABASE IF EXISTS d_create_race"
 
 function query()
 {
     for i in {1..100}; do
-        ${CLICKHOUSE_CLIENT} --query "CREATE DATABASE IF NOT EXISTS db_create_race"
-        ${CLICKHOUSE_CLIENT} --query "DROP DATABASE IF EXISTS db_create_race"  
+        ${CLICKHOUSE_CLIENT} --query "CREATE DATABASE IF NOT EXISTS d_create_race"
+        ${CLICKHOUSE_CLIENT} --query "DROP DATABASE IF EXISTS d_create_race"  
     done
 }
 
@@ -20,4 +20,4 @@ done
 
 wait
 
-${CLICKHOUSE_CLIENT} --query "DROP DATABASE IF EXISTS db_create_race"
+${CLICKHOUSE_CLIENT} --query "DROP DATABASE IF EXISTS d_create_race"
diff --git a/dbms/tests/queries/0_stateless/00719_parallel_ddl_table.reference b/dbms/tests/queries/0_stateless/00719_parallel_ddl_table.reference
new file mode 100644
index 00000000000..e69de29bb2d
diff --git a/dbms/tests/queries/0_stateless/00719_parallel_ddl_table.sh b/dbms/tests/queries/0_stateless/00719_parallel_ddl_table.sh
new file mode 100755
index 00000000000..d22b8da7cfc
--- /dev/null
+++ b/dbms/tests/queries/0_stateless/00719_parallel_ddl_table.sh
@@ -0,0 +1,24 @@
+#!/usr/bin/env bash
+set -e
+
+CURDIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)
+. $CURDIR/../shell_config.sh
+
+${CLICKHOUSE_CLIENT} --query "DROP TABLE IF EXISTS db_create_race"
+
+function query()
+{
+    for i in {1..100}; do
+        ${CLICKHOUSE_CLIENT} --query "CREATE TABLE IF NOT EXISTS db_create_race(a Int) ENGINE = Memory"
+        ${CLICKHOUSE_CLIENT} --query "DROP TABLE IF EXISTS db_create_race"  
+        echo i > 2
+    done
+}
+
+for i in {1..2}; do
+    query &
+done
+
+wait
+
+${CLICKHOUSE_CLIENT} --query "DROP TABLE IF EXISTS db_create_race"