diff --git a/ddl/internal/session/BUILD.bazel b/ddl/internal/session/BUILD.bazel
index e5f238f703c19..64f73641fb73c 100644
--- a/ddl/internal/session/BUILD.bazel
+++ b/ddl/internal/session/BUILD.bazel
@@ -1,4 +1,4 @@
-load("@io_bazel_rules_go//go:def.bzl", "go_library")
+load("@io_bazel_rules_go//go:def.bzl", "go_library", "go_test")
 
 go_library(
     name = "session",
@@ -9,6 +9,7 @@ go_library(
     importpath = "github.com/pingcap/tidb/ddl/internal/session",
     visibility = ["//ddl:__subpackages__"],
     deps = [
+        "//domain/infosync",
         "//kv",
         "//metrics",
         "//parser/mysql",
@@ -24,3 +25,16 @@ go_library(
         "@com_github_pingcap_failpoint//:failpoint",
     ],
 )
+
+go_test(
+    name = "session_test",
+    timeout = "short",
+    srcs = ["session_pool_test.go"],
+    flaky = True,
+    deps = [
+        ":session",
+        "//testkit",
+        "@com_github_ngaut_pools//:pools",
+        "@com_github_stretchr_testify//require",
+    ],
+)
diff --git a/ddl/internal/session/session_pool.go b/ddl/internal/session/session_pool.go
index 2e97867034b5d..d86164afe7a76 100644
--- a/ddl/internal/session/session_pool.go
+++ b/ddl/internal/session/session_pool.go
@@ -20,6 +20,7 @@ import (
 
 	"github.com/ngaut/pools"
 	"github.com/pingcap/errors"
+	"github.com/pingcap/tidb/domain/infosync"
 	"github.com/pingcap/tidb/kv"
 	"github.com/pingcap/tidb/parser/mysql"
 	"github.com/pingcap/tidb/sessionctx"
@@ -54,7 +55,7 @@ func (sg *Pool) Get() (sessionctx.Context, error) {
 	sg.mu.Lock()
 	if sg.mu.closed {
 		sg.mu.Unlock()
-		return nil, errors.Errorf("Session pool is closed")
+		return nil, errors.Errorf("session pool is closed")
 	}
 	sg.mu.Unlock()
 
@@ -66,10 +67,11 @@ func (sg *Pool) Get() (sessionctx.Context, error) {
 
 	ctx, ok := resource.(sessionctx.Context)
 	if !ok {
-		return nil, fmt.Errorf("Session pool resource get %v", ctx)
+		return nil, errors.Trace(fmt.Errorf("need sessionctx.Context, but got %T", ctx))
 	}
 	ctx.GetSessionVars().SetStatusFlag(mysql.ServerStatusAutocommit, true)
 	ctx.GetSessionVars().InRestrictedSQL = true
+	infosync.StoreInternalSession(ctx)
 	return ctx, nil
 }
 
@@ -82,6 +84,7 @@ func (sg *Pool) Put(ctx sessionctx.Context) {
 	// no need to protect sg.resPool, even the sg.resPool is closed, the ctx still need to
 	// Put into resPool, because when resPool is closing, it will wait all the ctx returns, then resPool finish closing.
 	sg.resPool.Put(ctx.(pools.Resource))
+	infosync.DeleteInternalSession(ctx)
 }
 
 // Close clean up the Pool.
@@ -92,7 +95,7 @@ func (sg *Pool) Close() {
 	if sg.mu.closed || sg.resPool == nil {
 		return
 	}
-	logutil.BgLogger().Info("[ddl] closing Session pool")
+	logutil.BgLogger().Info("[ddl] closing session pool")
 	sg.resPool.Close()
 	sg.mu.closed = true
 }
diff --git a/ddl/internal/session/session_pool_test.go b/ddl/internal/session/session_pool_test.go
new file mode 100644
index 0000000000000..96de32dad51bc
--- /dev/null
+++ b/ddl/internal/session/session_pool_test.go
@@ -0,0 +1,68 @@
+// Copyright 2023 PingCAP, Inc.
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//     http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package session_test
+
+import (
+	"context"
+	"testing"
+
+	"github.com/ngaut/pools"
+	"github.com/pingcap/tidb/ddl/internal/session"
+	"github.com/pingcap/tidb/testkit"
+	"github.com/stretchr/testify/require"
+)
+
+func TestSessionPool(t *testing.T) {
+	store := testkit.CreateMockStore(t)
+	tk := testkit.NewTestKit(t, store)
+	tk.MustExec("use test")
+	resourcePool := pools.NewResourcePool(func() (pools.Resource, error) {
+		newTk := testkit.NewTestKit(t, store)
+		return newTk.Session(), nil
+	}, 4, 4, 0)
+	pool := session.NewSessionPool(resourcePool, store)
+	sessCtx, err := pool.Get()
+	require.NoError(t, err)
+	se := session.NewSession(sessCtx)
+	err = se.Begin()
+	startTS := se.GetSessionVars().TxnCtx.StartTS
+	require.NoError(t, err)
+	rows, err := se.Execute(context.Background(), "select 2;", "test")
+	require.NoError(t, err)
+	require.Equal(t, 1, len(rows))
+	require.Equal(t, int64(2), rows[0].GetInt64(0))
+	mgr := tk.Session().GetSessionManager()
+	tsList := mgr.GetInternalSessionStartTSList()
+	var targetTS uint64
+	for _, ts := range tsList {
+		if ts == startTS {
+			targetTS = ts
+			break
+		}
+	}
+	require.NotEqual(t, uint64(0), targetTS)
+	err = se.Commit()
+	pool.Put(sessCtx)
+	require.NoError(t, err)
+	tsList = mgr.GetInternalSessionStartTSList()
+	targetTS = 0
+	for _, ts := range tsList {
+		if ts == startTS {
+			targetTS = ts
+			break
+		}
+	}
+	require.Equal(t, uint64(0), targetTS)
+}
diff --git a/testkit/BUILD.bazel b/testkit/BUILD.bazel
index 3e33b8bd3f555..16e766350c6ef 100644
--- a/testkit/BUILD.bazel
+++ b/testkit/BUILD.bazel
@@ -24,6 +24,7 @@ go_library(
         "//resourcemanager",
         "//session",
         "//session/txninfo",
+        "//sessionctx",
         "//sessionctx/variable",
         "//store/driver",
         "//store/mockstore",
diff --git a/testkit/mocksessionmanager.go b/testkit/mocksessionmanager.go
index f858a439f6e92..be09fa66c643a 100644
--- a/testkit/mocksessionmanager.go
+++ b/testkit/mocksessionmanager.go
@@ -23,6 +23,7 @@ import (
 	"github.com/pingcap/tidb/planner/core"
 	"github.com/pingcap/tidb/session"
 	"github.com/pingcap/tidb/session/txninfo"
+	"github.com/pingcap/tidb/sessionctx"
 	"github.com/pingcap/tidb/util"
 )
 
@@ -35,6 +36,8 @@ type MockSessionManager struct {
 	Dom     *domain.Domain
 	Conn    map[uint64]session.Session
 	mu      sync.Mutex
+
+	internalSessions map[interface{}]struct{}
 }
 
 // ShowTxnList is to show txn list.
@@ -104,7 +107,7 @@ func (msm *MockSessionManager) GetProcessInfo(id uint64) (*util.ProcessInfo, boo
 func (*MockSessionManager) Kill(uint64, bool) {
 }
 
-// KillAllConnections implements the SessionManager.KillAllConections interface.
+// KillAllConnections implements the SessionManager.KillAllConnections interface.
 func (*MockSessionManager) KillAllConnections() {
 }
 
@@ -118,14 +121,33 @@ func (msm *MockSessionManager) ServerID() uint64 {
 }
 
 // StoreInternalSession is to store internal session.
-func (*MockSessionManager) StoreInternalSession(interface{}) {}
+func (msm *MockSessionManager) StoreInternalSession(s interface{}) {
+	msm.mu.Lock()
+	if msm.internalSessions == nil {
+		msm.internalSessions = make(map[interface{}]struct{})
+	}
+	msm.internalSessions[s] = struct{}{}
+	msm.mu.Unlock()
+}
 
 // DeleteInternalSession is to delete the internal session pointer from the map in the SessionManager
-func (*MockSessionManager) DeleteInternalSession(interface{}) {}
+func (msm *MockSessionManager) DeleteInternalSession(s interface{}) {
+	msm.mu.Lock()
+	delete(msm.internalSessions, s)
+	msm.mu.Unlock()
+}
 
-// GetInternalSessionStartTSList is to get all startTS of every transactions running in the current internal sessions
-func (*MockSessionManager) GetInternalSessionStartTSList() []uint64 {
-	return nil
+// GetInternalSessionStartTSList is to get all startTS of every transaction running in the current internal sessions
+func (msm *MockSessionManager) GetInternalSessionStartTSList() []uint64 {
+	msm.mu.Lock()
+	defer msm.mu.Unlock()
+	ret := make([]uint64, 0, len(msm.internalSessions))
+	for internalSess := range msm.internalSessions {
+		se := internalSess.(sessionctx.Context)
+		startTS := se.GetSessionVars().TxnCtx.StartTS
+		ret = append(ret, startTS)
+	}
+	return ret
 }
 
 // KillNonFlashbackClusterConn implement SessionManager interface.