diff --git a/src/Common/CurrentMetrics.cpp b/src/Common/CurrentMetrics.cpp
index 1e482361f85..e9fa13e11e6 100644
--- a/src/Common/CurrentMetrics.cpp
+++ b/src/Common/CurrentMetrics.cpp
@@ -30,6 +30,8 @@
     M(OpenFileForWrite, "Number of files open for writing") \
     M(Read, "Number of read (read, pread, io_getevents, etc.) syscalls in fly") \
     M(Write, "Number of write (write, pwrite, io_getevents, etc.) syscalls in fly") \
+    M(NetworkReceive, "Number of threads receiving data from network. Only ClickHouse-related network interaction is included, not by 3rd party libraries.") \
+    M(NetworkSend, "Number of threads sending data to network. Only ClickHouse-related network interaction is included, not by 3rd party libraries.") \
     M(SendScalars, "Number of connections that are sending data for scalars to remote servers.") \
     M(SendExternalTables, "Number of connections that are sending data for external tables to remote servers. External tables are used to implement GLOBAL IN and GLOBAL JOIN operators with distributed subqueries.") \
     M(QueryThread, "Number of query processing threads") \
diff --git a/src/Common/ProfileEvents.cpp b/src/Common/ProfileEvents.cpp
index 86f06f27455..dffe2239e62 100644
--- a/src/Common/ProfileEvents.cpp
+++ b/src/Common/ProfileEvents.cpp
@@ -49,8 +49,10 @@
     M(CreatedReadBufferMMapFailed, "") \
     M(DiskReadElapsedMicroseconds, "Total time spent waiting for read syscall. This include reads from page cache.") \
     M(DiskWriteElapsedMicroseconds, "Total time spent waiting for write syscall. This include writes to page cache.") \
-    M(NetworkReceiveElapsedMicroseconds, "") \
-    M(NetworkSendElapsedMicroseconds, "") \
+    M(NetworkReceiveElapsedMicroseconds, "Total time spent waiting for data to receive or receiving data from network. Only ClickHouse-related network interaction is included, not by 3rd party libraries.") \
+    M(NetworkSendElapsedMicroseconds, "Total time spent waiting for data to send to network or sending data to network. Only ClickHouse-related network interaction is included, not by 3rd party libraries..") \
+    M(NetworkReceiveBytes, "Total number of bytes received from network. Only ClickHouse-related network interaction is included, not by 3rd party libraries.") \
+    M(NetworkSendBytes, "Total number of bytes send to network. Only ClickHouse-related network interaction is included, not by 3rd party libraries.") \
     M(ThrottlerSleepMicroseconds, "Total time a query was sleeping to conform the 'max_network_bandwidth' setting.") \
     \
     M(QueryMaskingRulesMatch, "Number of times query masking rules was successfully matched.") \
diff --git a/src/IO/ReadBufferFromPocoSocket.cpp b/src/IO/ReadBufferFromPocoSocket.cpp
index e043764d280..5e8e41d0c3e 100644
--- a/src/IO/ReadBufferFromPocoSocket.cpp
+++ b/src/IO/ReadBufferFromPocoSocket.cpp
@@ -5,11 +5,19 @@
 #include <Common/Exception.h>
 #include <Common/NetException.h>
 #include <Common/Stopwatch.h>
+#include <Common/ProfileEvents.h>
+#include <Common/CurrentMetrics.h>
 
 
 namespace ProfileEvents
 {
     extern const Event NetworkReceiveElapsedMicroseconds;
+    extern const Event NetworkReceiveBytes;
+}
+
+namespace CurrentMetrics
+{
+    extern const Metric NetworkReceive;
 }
 
 
@@ -31,6 +39,8 @@ bool ReadBufferFromPocoSocket::nextImpl()
     /// Add more details to exceptions.
     try
     {
+        CurrentMetrics::Increment metric_increment(CurrentMetrics::NetworkReceive);
+
         /// If async_callback is specified, and read will block, run async_callback and try again later.
         /// It is expected that file descriptor may be polled externally.
         /// Note that receive timeout is not checked here. External code should check it while polling.
@@ -57,6 +67,7 @@ bool ReadBufferFromPocoSocket::nextImpl()
 
     /// NOTE: it is quite inaccurate on high loads since the thread could be replaced by another one
     ProfileEvents::increment(ProfileEvents::NetworkReceiveElapsedMicroseconds, watch.elapsedMicroseconds());
+    ProfileEvents::increment(ProfileEvents::NetworkReceiveBytes, bytes_read);
 
     if (bytes_read)
         working_buffer.resize(bytes_read);
diff --git a/src/IO/WriteBufferFromPocoSocket.cpp b/src/IO/WriteBufferFromPocoSocket.cpp
index 78705857ec4..a0e4de4c831 100644
--- a/src/IO/WriteBufferFromPocoSocket.cpp
+++ b/src/IO/WriteBufferFromPocoSocket.cpp
@@ -6,11 +6,19 @@
 #include <Common/NetException.h>
 #include <Common/Stopwatch.h>
 #include <Common/MemoryTracker.h>
+#include <Common/ProfileEvents.h>
+#include <Common/CurrentMetrics.h>
 
 
 namespace ProfileEvents
 {
     extern const Event NetworkSendElapsedMicroseconds;
+    extern const Event NetworkSendBytes;
+}
+
+namespace CurrentMetrics
+{
+    extern const Metric NetworkSend;
 }
 
 
@@ -40,6 +48,7 @@ void WriteBufferFromPocoSocket::nextImpl()
         /// Add more details to exceptions.
         try
         {
+            CurrentMetrics::Increment metric_increment(CurrentMetrics::NetworkSend);
             res = socket.impl()->sendBytes(working_buffer.begin() + bytes_written, offset() - bytes_written);
         }
         catch (const Poco::Net::NetException & e)
@@ -62,6 +71,7 @@ void WriteBufferFromPocoSocket::nextImpl()
     }
 
     ProfileEvents::increment(ProfileEvents::NetworkSendElapsedMicroseconds, watch.elapsedMicroseconds());
+    ProfileEvents::increment(ProfileEvents::NetworkSendBytes, bytes_written);
 }
 
 WriteBufferFromPocoSocket::WriteBufferFromPocoSocket(Poco::Net::Socket & socket_, size_t buf_size)
diff --git a/tests/queries/0_stateless/01939_network_receive_bytes_metrics.reference b/tests/queries/0_stateless/01939_network_receive_bytes_metrics.reference
new file mode 100644
index 00000000000..d00491fd7e5
--- /dev/null
+++ b/tests/queries/0_stateless/01939_network_receive_bytes_metrics.reference
@@ -0,0 +1 @@
+1
diff --git a/tests/queries/0_stateless/01939_network_receive_bytes_metrics.sh b/tests/queries/0_stateless/01939_network_receive_bytes_metrics.sh
new file mode 100755
index 00000000000..03babad40f3
--- /dev/null
+++ b/tests/queries/0_stateless/01939_network_receive_bytes_metrics.sh
@@ -0,0 +1,16 @@
+#!/usr/bin/env bash
+
+CURDIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)
+# shellcheck source=../shell_config.sh
+. "$CURDIR"/../shell_config.sh
+
+${CLICKHOUSE_CLIENT} --multiquery --query "DROP TABLE IF EXISTS t; CREATE TABLE t (x UInt64) ENGINE = Memory;"
+
+seq 1 1000 | ${CLICKHOUSE_CLIENT} --query "INSERT INTO t FORMAT TSV"
+
+${CLICKHOUSE_CLIENT} --multiquery --query "SYSTEM FLUSH LOGS;
+    WITH ProfileEvents['NetworkReceiveBytes'] AS bytes
+    SELECT bytes >= 8000 AND bytes < 9000 ? 1 : bytes FROM system.query_log
+        WHERE current_database = currentDatabase() AND query_kind = 'Insert' AND event_date >= yesterday() AND type = 2 ORDER BY event_time DESC LIMIT 1;"
+
+${CLICKHOUSE_CLIENT} --query "DROP TABLE t"
diff --git a/tests/queries/0_stateless/01939_network_send_bytes_metrics.reference b/tests/queries/0_stateless/01939_network_send_bytes_metrics.reference
new file mode 100644
index 00000000000..d00491fd7e5
--- /dev/null
+++ b/tests/queries/0_stateless/01939_network_send_bytes_metrics.reference
@@ -0,0 +1 @@
+1
diff --git a/tests/queries/0_stateless/01939_network_send_bytes_metrics.sh b/tests/queries/0_stateless/01939_network_send_bytes_metrics.sh
new file mode 100755
index 00000000000..e862a273de4
--- /dev/null
+++ b/tests/queries/0_stateless/01939_network_send_bytes_metrics.sh
@@ -0,0 +1,16 @@
+#!/usr/bin/env bash
+
+CURDIR=$(cd "$(dirname "${BASH_SOURCE[0]}")" && pwd)
+# shellcheck source=../shell_config.sh
+. "$CURDIR"/../shell_config.sh
+
+${CLICKHOUSE_CLIENT} --multiquery --query "DROP TABLE IF EXISTS t; CREATE TABLE t (x UInt64) ENGINE = Memory;"
+
+${CLICKHOUSE_CLIENT} --query "SELECT number FROM numbers(1000)" > /dev/null
+
+${CLICKHOUSE_CLIENT} --multiquery --query "SYSTEM FLUSH LOGS;
+    WITH ProfileEvents['NetworkSendBytes'] AS bytes
+    SELECT bytes >= 8000 AND bytes < 9000 ? 1 : bytes FROM system.query_log
+        WHERE current_database = currentDatabase() AND query_kind = 'Select' AND event_date >= yesterday() AND type = 2 ORDER BY event_time DESC LIMIT 1;"
+
+${CLICKHOUSE_CLIENT} --query "DROP TABLE t"