diff --git a/ddl/ddl.go b/ddl/ddl.go
index fedd9ca70336a..b9d90cb87bdee 100644
--- a/ddl/ddl.go
+++ b/ddl/ddl.go
@@ -1091,6 +1091,10 @@ func (d *ddl) DoDDLJob(ctx sessionctx.Context, job *model.Job) error {
 
 		// If the connection being killed, we need to CANCEL the DDL job.
 		if atomic.LoadUint32(&sessVars.Killed) == 1 {
+			if atomic.LoadInt32(&sessVars.ConnectionStatus) == variable.ConnStatusShutdown {
+				logutil.BgLogger().Info("[ddl] DoDDLJob will quit because context done")
+				return context.Canceled
+			}
 			if sessVars.StmtCtx.DDLJobID != 0 {
 				se, err := d.sessPool.Get()
 				if err != nil {
diff --git a/server/conn.go b/server/conn.go
index 578987d63eab3..251a7216e5a8d 100644
--- a/server/conn.go
+++ b/server/conn.go
@@ -101,8 +101,8 @@ import (
 const (
 	connStatusDispatching int32 = iota
 	connStatusReading
-	connStatusShutdown     // Closed by server.
-	connStatusWaitShutdown // Notified by server to close.
+	connStatusShutdown     = variable.ConnStatusShutdown // Closed by server.
+	connStatusWaitShutdown = 3                           // Notified by server to close.
 )
 
 // newClientConn creates a *clientConn object.
@@ -187,6 +187,21 @@ func (cc *clientConn) String() string {
 	)
 }
 
+func (cc *clientConn) setStatus(status int32) {
+	atomic.StoreInt32(&cc.status, status)
+	if ctx := cc.getCtx(); ctx != nil {
+		atomic.StoreInt32(&ctx.GetSessionVars().ConnectionStatus, status)
+	}
+}
+
+func (cc *clientConn) getStatus() int32 {
+	return atomic.LoadInt32(&cc.status)
+}
+
+func (cc *clientConn) CompareAndSwapStatus(oldStatus, newStatus int32) bool {
+	return atomic.CompareAndSwapInt32(&cc.status, oldStatus, newStatus)
+}
+
 // authSwitchRequest is used by the server to ask the client to switch to a different authentication
 // plugin. MySQL 8.0 libmysqlclient based clients by default always try `caching_sha2_password`, even
 // when the server advertises the its default to be `mysql_native_password`. In addition to this switching
@@ -1063,7 +1078,7 @@ func (cc *clientConn) Run(ctx context.Context) {
 			terror.Log(err)
 			metrics.PanicCounter.WithLabelValues(metrics.LabelSession).Inc()
 		}
-		if atomic.LoadInt32(&cc.status) != connStatusShutdown {
+		if cc.getStatus() != connStatusShutdown {
 			err := cc.Close()
 			terror.Log(err)
 		}
@@ -1086,10 +1101,10 @@ func (cc *clientConn) Run(ctx context.Context) {
 			}
 		}
 
-		if !atomic.CompareAndSwapInt32(&cc.status, connStatusDispatching, connStatusReading) ||
+		if !cc.CompareAndSwapStatus(connStatusDispatching, connStatusReading) ||
 			// The judge below will not be hit by all means,
 			// But keep it stayed as a reminder and for the code reference for connStatusWaitShutdown.
-			atomic.LoadInt32(&cc.status) == connStatusWaitShutdown {
+			cc.getStatus() == connStatusWaitShutdown {
 			return
 		}
 
@@ -1103,7 +1118,7 @@ func (cc *clientConn) Run(ctx context.Context) {
 		if err != nil {
 			if terror.ErrorNotEqual(err, io.EOF) {
 				if netErr, isNetErr := errors.Cause(err).(net.Error); isNetErr && netErr.Timeout() {
-					if atomic.LoadInt32(&cc.status) == connStatusWaitShutdown {
+					if cc.getStatus() == connStatusWaitShutdown {
 						logutil.Logger(ctx).Info("read packet timeout because of killed connection")
 					} else {
 						idleTime := time.Since(start)
@@ -1130,7 +1145,7 @@ func (cc *clientConn) Run(ctx context.Context) {
 			return
 		}
 
-		if !atomic.CompareAndSwapInt32(&cc.status, connStatusReading, connStatusDispatching) {
+		if !cc.CompareAndSwapStatus(connStatusReading, connStatusDispatching) {
 			return
 		}
 
@@ -2103,7 +2118,7 @@ func (cc *clientConn) handleStmt(ctx context.Context, stmt ast.StmtNode, warns [
 	}
 
 	if rs != nil {
-		if connStatus := atomic.LoadInt32(&cc.status); connStatus == connStatusShutdown {
+		if cc.getStatus() == connStatusShutdown {
 			return false, exeerrors.ErrQueryInterrupted
 		}
 		if retryable, err := cc.writeResultSet(ctx, rs, false, status, 0); err != nil {
diff --git a/server/server.go b/server/server.go
index c0c82f7612a9a..67163e6e70991 100644
--- a/server/server.go
+++ b/server/server.go
@@ -811,7 +811,7 @@ func (s *Server) Kill(connectionID uint64, query bool) {
 	if !query {
 		// Mark the client connection status as WaitShutdown, when clientConn.Run detect
 		// this, it will end the dispatch loop and exit.
-		atomic.StoreInt32(&conn.status, connStatusWaitShutdown)
+		conn.setStatus(connStatusWaitShutdown)
 	}
 	killQuery(conn)
 }
@@ -861,7 +861,7 @@ func (s *Server) KillAllConnections() {
 	s.rwlock.RLock()
 	defer s.rwlock.RUnlock()
 	for _, conn := range s.clients {
-		atomic.StoreInt32(&conn.status, connStatusShutdown)
+		conn.setStatus(connStatusShutdown)
 		if err := conn.closeWithoutLock(); err != nil {
 			terror.Log(err)
 		}
diff --git a/sessionctx/variable/session.go b/sessionctx/variable/session.go
index 8685eb43f2dac..4e0d0e0f5d657 100644
--- a/sessionctx/variable/session.go
+++ b/sessionctx/variable/session.go
@@ -75,6 +75,10 @@ var (
 	enableAdaptiveReplicaRead uint32 = 1
 )
 
+// ConnStatusShutdown indicates that the connection status is closed by server.
+// This code is put here because of package imports, and this value is the original server.connStatusShutdown.
+const ConnStatusShutdown int32 = 2
+
 // SetEnableAdaptiveReplicaRead set `enableAdaptiveReplicaRead` with given value.
 // return true if the value is changed.
 func SetEnableAdaptiveReplicaRead(enabled bool) bool {
@@ -1052,6 +1056,9 @@ type SessionVars struct {
 	// Killed is a flag to indicate that this query is killed.
 	Killed uint32
 
+	// ConnectionStatus indicates current connection status.
+	ConnectionStatus int32
+
 	// ConnectionInfo indicates current connection info used by current session.
 	ConnectionInfo *ConnectionInfo