diff --git a/configs/milvus.yaml b/configs/milvus.yaml
index 8ea48f70ab..fd601f1159 100644
--- a/configs/milvus.yaml
+++ b/configs/milvus.yaml
@@ -491,8 +491,6 @@ dataNode:
   memory:
     forceSyncEnable: true # `true` to force sync if memory usage is too high
     forceSyncSegmentNum: 1 # number of segments to sync, segments with top largest buffer will be synced.
-    watermarkStandalone: 0.2 # memory watermark for standalone, upon reaching this watermark, segments will be synced.
-    watermarkCluster: 0.5 # memory watermark for cluster, upon reaching this watermark, segments will be synced.
   timetick:
     byRPC: true
   channel:
diff --git a/internal/datanode/writebuffer/manager.go b/internal/datanode/writebuffer/manager.go
index 60dc7d9343..6392a4bec9 100644
--- a/internal/datanode/writebuffer/manager.go
+++ b/internal/datanode/writebuffer/manager.go
@@ -114,7 +114,7 @@ func (m *bufferManager) memoryCheck() {
 	}
 
 	totalMemory := hardware.GetMemoryCount()
-	memoryWatermark := float64(totalMemory) * paramtable.Get().DataNodeCfg.MemoryWatermark.GetAsFloat()
+	memoryWatermark := float64(totalMemory) * paramtable.Get().DataNodeCfg.MemoryForceSyncWatermark.GetAsFloat()
 	if float64(total) < memoryWatermark {
 		log.RatedDebug(20, "skip force sync because memory level is not high enough",
 			zap.Float64("current_total_memory_usage", toMB(float64(total))),
diff --git a/internal/datanode/writebuffer/manager_test.go b/internal/datanode/writebuffer/manager_test.go
index 4338411aa3..910ab5f492 100644
--- a/internal/datanode/writebuffer/manager_test.go
+++ b/internal/datanode/writebuffer/manager_test.go
@@ -199,12 +199,12 @@ func (s *ManagerSuite) TestMemoryCheck() {
 
 	param.Save(param.DataNodeCfg.MemoryCheckInterval.Key, "50")
 	param.Save(param.DataNodeCfg.MemoryForceSyncEnable.Key, "false")
-	param.Save(param.DataNodeCfg.MemoryWatermark.Key, "0.7")
+	param.Save(param.DataNodeCfg.MemoryForceSyncWatermark.Key, "0.7")
 
 	defer func() {
 		param.Reset(param.DataNodeCfg.MemoryCheckInterval.Key)
 		param.Reset(param.DataNodeCfg.MemoryForceSyncEnable.Key)
-		param.Reset(param.DataNodeCfg.MemoryWatermark.Key)
+		param.Reset(param.DataNodeCfg.MemoryForceSyncWatermark.Key)
 	}()
 
 	wb := NewMockWriteBuffer(s.T())
@@ -232,7 +232,7 @@ func (s *ManagerSuite) TestMemoryCheck() {
 
 	<-time.After(time.Millisecond * 100)
 	wb.AssertNotCalled(s.T(), "SetMemoryHighFlag")
-	param.Save(param.DataNodeCfg.MemoryWatermark.Key, "0.5")
+	param.Save(param.DataNodeCfg.MemoryForceSyncWatermark.Key, "0.5")
 
 	<-signal
 	wb.AssertExpectations(s.T())
diff --git a/pkg/util/paramtable/component_param.go b/pkg/util/paramtable/component_param.go
index 16fb435a36..7b8ab9d477 100644
--- a/pkg/util/paramtable/component_param.go
+++ b/pkg/util/paramtable/component_param.go
@@ -3188,7 +3188,7 @@ type dataNodeConfig struct {
 	MemoryForceSyncEnable     ParamItem `refreshable:"true"`
 	MemoryForceSyncSegmentNum ParamItem `refreshable:"true"`
 	MemoryCheckInterval       ParamItem `refreshable:"true"`
-	MemoryWatermark           ParamItem `refreshable:"true"`
+	MemoryForceSyncWatermark  ParamItem `refreshable:"true"`
 
 	DataNodeTimeTickByRPC ParamItem `refreshable:"false"`
 	// DataNode send timetick interval per collection
@@ -3319,26 +3319,20 @@ func (p *dataNodeConfig) init(base *BaseTable) {
 	p.MemoryCheckInterval.Init(base.mgr)
 
 	if os.Getenv(metricsinfo.DeployModeEnvKey) == metricsinfo.StandaloneDeployMode {
-		p.MemoryWatermark = ParamItem{
-			Key:          "datanode.memory.watermarkStandalone",
-			Version:      "2.2.4",
+		p.MemoryForceSyncWatermark = ParamItem{
+			Key:          "datanode.memory.forceSyncWatermark",
+			Version:      "2.4.0",
 			DefaultValue: "0.2",
 		}
-	} else if os.Getenv(metricsinfo.DeployModeEnvKey) == metricsinfo.ClusterDeployMode {
-		p.MemoryWatermark = ParamItem{
-			Key:          "datanode.memory.watermarkCluster",
-			Version:      "2.2.4",
-			DefaultValue: "0.5",
-		}
 	} else {
 		log.Info("DeployModeEnv is not set, use default", zap.Float64("default", 0.5))
-		p.MemoryWatermark = ParamItem{
-			Key:          "datanode.memory.watermarkCluster",
-			Version:      "2.2.4",
+		p.MemoryForceSyncWatermark = ParamItem{
+			Key:          "datanode.memory.forceSyncWatermark",
+			Version:      "2.4.0",
 			DefaultValue: "0.5",
 		}
 	}
-	p.MemoryWatermark.Init(base.mgr)
+	p.MemoryForceSyncWatermark.Init(base.mgr)
 
 	p.FlushDeleteBufferBytes = ParamItem{
 		Key:          "dataNode.segment.deleteBufBytes",