diff --git a/internal/kv/etcd/etcd_kv.go b/internal/kv/etcd/etcd_kv.go
index e0efd29be6..b2008b8be9 100644
--- a/internal/kv/etcd/etcd_kv.go
+++ b/internal/kv/etcd/etcd_kv.go
@@ -27,6 +27,7 @@ const (
 	RequestTimeout = 10 * time.Second
 )
 
+// EtcdKV implments TxnKv interface, it support to process multiple kvs in a transactions
 type EtcdKV struct {
 	client   *clientv3.Client
 	rootPath string
@@ -59,8 +60,8 @@ func (kv *EtcdKV) GetPath(key string) string {
 }
 
 func (kv *EtcdKV) LoadWithPrefix(key string) ([]string, []string, error) {
+	start := time.Now()
 	key = path.Join(kv.rootPath, key)
-	log.Debug("LoadWithPrefix ", zap.String("prefix", key))
 	ctx, cancel := context.WithTimeout(context.TODO(), RequestTimeout)
 	defer cancel()
 	resp, err := kv.client.Get(ctx, key, clientv3.WithPrefix(),
@@ -74,12 +75,13 @@ func (kv *EtcdKV) LoadWithPrefix(key string) ([]string, []string, error) {
 		keys = append(keys, string(kv.Key))
 		values = append(values, string(kv.Value))
 	}
+	CheckElapseAndWarn(start, "Slow etcd operation load with prefix")
 	return keys, values, nil
 }
 
 func (kv *EtcdKV) LoadWithPrefix2(key string) ([]string, []string, []int64, error) {
+	start := time.Now()
 	key = path.Join(kv.rootPath, key)
-	log.Debug("LoadWithPrefix ", zap.String("prefix", key))
 	ctx, cancel := context.WithTimeout(context.TODO(), RequestTimeout)
 	defer cancel()
 	resp, err := kv.client.Get(ctx, key, clientv3.WithPrefix(),
@@ -95,10 +97,12 @@ func (kv *EtcdKV) LoadWithPrefix2(key string) ([]string, []string, []int64, erro
 		values = append(values, string(kv.Value))
 		versions = append(versions, kv.Version)
 	}
+	CheckElapseAndWarn(start, "Slow etcd operation load with prefix2")
 	return keys, values, versions, nil
 }
 
 func (kv *EtcdKV) Load(key string) (string, error) {
+	start := time.Now()
 	key = path.Join(kv.rootPath, key)
 	ctx, cancel := context.WithTimeout(context.TODO(), RequestTimeout)
 	defer cancel()
@@ -109,11 +113,12 @@ func (kv *EtcdKV) Load(key string) (string, error) {
 	if resp.Count <= 0 {
 		return "", fmt.Errorf("there is no value on key = %s", key)
 	}
-
+	CheckElapseAndWarn(start, "Slow etcd operation load")
 	return string(resp.Kvs[0].Value), nil
 }
 
 func (kv *EtcdKV) MultiLoad(keys []string) ([]string, error) {
+	start := time.Now()
 	ops := make([]clientv3.Op, 0, len(keys))
 	for _, keyLoad := range keys {
 		ops = append(ops, clientv3.OpGet(path.Join(kv.rootPath, keyLoad)))
@@ -134,23 +139,21 @@ func (kv *EtcdKV) MultiLoad(keys []string) ([]string, error) {
 			result = append(result, "")
 		}
 		for _, ev := range rp.GetResponseRange().Kvs {
-			log.Debug("MultiLoad", zap.ByteString("key", ev.Key),
-				zap.ByteString("value", ev.Value))
 			result = append(result, string(ev.Value))
 		}
 	}
 	if len(invalid) != 0 {
-		log.Debug("MultiLoad: there are invalid keys",
-			zap.Strings("keys", invalid))
+		log.Warn("MultiLoad: there are invalid keys", zap.Strings("keys", invalid))
 		err = fmt.Errorf("there are invalid keys: %s", invalid)
 		return result, err
 	}
+	CheckElapseAndWarn(start, "Slow etcd operation multi load")
 	return result, nil
 }
 
 func (kv *EtcdKV) LoadWithRevision(key string) ([]string, []string, int64, error) {
+	start := time.Now()
 	key = path.Join(kv.rootPath, key)
-	log.Debug("LoadWithPrefix ", zap.String("prefix", key))
 	ctx, cancel := context.WithTimeout(context.TODO(), RequestTimeout)
 	defer cancel()
 	resp, err := kv.client.Get(ctx, key, clientv3.WithPrefix(),
@@ -164,27 +167,33 @@ func (kv *EtcdKV) LoadWithRevision(key string) ([]string, []string, int64, error
 		keys = append(keys, string(kv.Key))
 		values = append(values, string(kv.Value))
 	}
+	CheckElapseAndWarn(start, "Slow etcd operation load with revision")
 	return keys, values, resp.Header.Revision, nil
 }
 
 func (kv *EtcdKV) Save(key, value string) error {
+	start := time.Now()
 	key = path.Join(kv.rootPath, key)
 	ctx, cancel := context.WithTimeout(context.TODO(), RequestTimeout)
 	defer cancel()
 	_, err := kv.client.Put(ctx, key, value)
+	CheckElapseAndWarn(start, "Slow etcd operation save")
 	return err
 }
 
 // SaveWithLease is a function to put value in etcd with etcd lease options.
 func (kv *EtcdKV) SaveWithLease(key, value string, id clientv3.LeaseID) error {
+	start := time.Now()
 	key = path.Join(kv.rootPath, key)
 	ctx, cancel := context.WithTimeout(context.TODO(), RequestTimeout)
 	defer cancel()
 	_, err := kv.client.Put(ctx, key, value, clientv3.WithLease(id))
+	CheckElapseAndWarn(start, "Slow etcd operation save with lease")
 	return err
 }
 
 func (kv *EtcdKV) MultiSave(kvs map[string]string) error {
+	start := time.Now()
 	ops := make([]clientv3.Op, 0, len(kvs))
 	for key, value := range kvs {
 		ops = append(ops, clientv3.OpPut(path.Join(kv.rootPath, key), value))
@@ -194,28 +203,34 @@ func (kv *EtcdKV) MultiSave(kvs map[string]string) error {
 	defer cancel()
 
 	_, err := kv.client.Txn(ctx).If().Then(ops...).Commit()
+	CheckElapseAndWarn(start, "Slow etcd operation multi save")
 	return err
 }
 
 func (kv *EtcdKV) RemoveWithPrefix(prefix string) error {
+	start := time.Now()
 	key := path.Join(kv.rootPath, prefix)
 	ctx, cancel := context.WithTimeout(context.TODO(), RequestTimeout)
 	defer cancel()
 
 	_, err := kv.client.Delete(ctx, key, clientv3.WithPrefix())
+	CheckElapseAndWarn(start, "Slow etcd operation remove with prefix")
 	return err
 }
 
 func (kv *EtcdKV) Remove(key string) error {
+	start := time.Now()
 	key = path.Join(kv.rootPath, key)
 	ctx, cancel := context.WithTimeout(context.TODO(), RequestTimeout)
 	defer cancel()
 
 	_, err := kv.client.Delete(ctx, key)
+	CheckElapseAndWarn(start, "Slow etcd operation remove")
 	return err
 }
 
 func (kv *EtcdKV) MultiRemove(keys []string) error {
+	start := time.Now()
 	ops := make([]clientv3.Op, 0, len(keys))
 	for _, key := range keys {
 		ops = append(ops, clientv3.OpDelete(path.Join(kv.rootPath, key)))
@@ -225,10 +240,12 @@ func (kv *EtcdKV) MultiRemove(keys []string) error {
 	defer cancel()
 
 	_, err := kv.client.Txn(ctx).If().Then(ops...).Commit()
+	CheckElapseAndWarn(start, "Slow etcd operation multi remove")
 	return err
 }
 
 func (kv *EtcdKV) MultiSaveAndRemove(saves map[string]string, removals []string) error {
+	start := time.Now()
 	ops := make([]clientv3.Op, 0, len(saves)+len(removals))
 	for key, value := range saves {
 		ops = append(ops, clientv3.OpPut(path.Join(kv.rootPath, key), value))
@@ -238,47 +255,55 @@ func (kv *EtcdKV) MultiSaveAndRemove(saves map[string]string, removals []string)
 		ops = append(ops, clientv3.OpDelete(path.Join(kv.rootPath, keyDelete)))
 	}
 
-	log.Debug("MultiSaveAndRemove")
 	ctx, cancel := context.WithTimeout(context.TODO(), RequestTimeout)
 	defer cancel()
 
 	_, err := kv.client.Txn(ctx).If().Then(ops...).Commit()
+	CheckElapseAndWarn(start, "Slow etcd operation multi save and remove")
 	return err
 }
 
 func (kv *EtcdKV) Watch(key string) clientv3.WatchChan {
+	start := time.Now()
 	key = path.Join(kv.rootPath, key)
 	rch := kv.client.Watch(context.Background(), key, clientv3.WithCreatedNotify())
+	CheckElapseAndWarn(start, "Slow etcd operation watch")
 	return rch
 }
 
 func (kv *EtcdKV) WatchWithPrefix(key string) clientv3.WatchChan {
+	start := time.Now()
 	key = path.Join(kv.rootPath, key)
 	rch := kv.client.Watch(context.Background(), key, clientv3.WithPrefix(), clientv3.WithCreatedNotify())
+	CheckElapseAndWarn(start, "Slow etcd operation watch with prefix")
 	return rch
 }
 
 func (kv *EtcdKV) WatchWithRevision(key string, revision int64) clientv3.WatchChan {
+	start := time.Now()
 	key = path.Join(kv.rootPath, key)
 	rch := kv.client.Watch(context.Background(), key, clientv3.WithPrefix(), clientv3.WithPrevKV(), clientv3.WithRev(revision))
+	CheckElapseAndWarn(start, "Slow etcd operation watch with revision")
 	return rch
 }
 
 func (kv *EtcdKV) MultiRemoveWithPrefix(keys []string) error {
+	start := time.Now()
 	ops := make([]clientv3.Op, 0, len(keys))
 	for _, k := range keys {
 		op := clientv3.OpDelete(path.Join(kv.rootPath, k), clientv3.WithPrefix())
 		ops = append(ops, op)
 	}
-	log.Debug("MultiRemoveWithPrefix")
 	ctx, cancel := context.WithTimeout(context.TODO(), RequestTimeout)
 	defer cancel()
 
 	_, err := kv.client.Txn(ctx).If().Then(ops...).Commit()
+	CheckElapseAndWarn(start, "Slow etcd operation multi remove with prefix")
 	return err
 }
 
 func (kv *EtcdKV) MultiSaveAndRemoveWithPrefix(saves map[string]string, removals []string) error {
+	start := time.Now()
 	ops := make([]clientv3.Op, 0, len(saves))
 	for key, value := range saves {
 		ops = append(ops, clientv3.OpPut(path.Join(kv.rootPath, key), value))
@@ -288,33 +313,38 @@ func (kv *EtcdKV) MultiSaveAndRemoveWithPrefix(saves map[string]string, removals
 		ops = append(ops, clientv3.OpDelete(path.Join(kv.rootPath, keyDelete), clientv3.WithPrefix()))
 	}
 
-	log.Debug("MultiSaveAndRemove")
 	ctx, cancel := context.WithTimeout(context.TODO(), RequestTimeout)
 	defer cancel()
 
 	_, err := kv.client.Txn(ctx).If().Then(ops...).Commit()
+	CheckElapseAndWarn(start, "Slow etcd operation multi save and move with prefix")
 	return err
 }
 
 // Grant creates a new lease implemented in etcd grant interface.
 func (kv *EtcdKV) Grant(ttl int64) (id clientv3.LeaseID, err error) {
+	start := time.Now()
 	resp, err := kv.client.Grant(context.Background(), ttl)
+	CheckElapseAndWarn(start, "Slow etcd operation grant")
 	return resp.ID, err
 }
 
 // KeepAlive keeps the lease alive forever with leaseID.
 // Implemented in etcd interface.
 func (kv *EtcdKV) KeepAlive(id clientv3.LeaseID) (<-chan *clientv3.LeaseKeepAliveResponse, error) {
+	start := time.Now()
 	ch, err := kv.client.KeepAlive(context.Background(), id)
 	if err != nil {
 		return nil, err
 	}
+	CheckElapseAndWarn(start, "Slow etcd operation keepAlive")
 	return ch, nil
 }
 
 // CompareValueAndSwap compares the existing value with compare, and if they are
 // equal, the target is stored in etcd.
 func (kv *EtcdKV) CompareValueAndSwap(key, value, target string, opts ...clientv3.OpOption) error {
+	start := time.Now()
 	ctx, cancel := context.WithTimeout(context.TODO(), RequestTimeout)
 	defer cancel()
 	resp, err := kv.client.Txn(ctx).If(
@@ -329,13 +359,14 @@ func (kv *EtcdKV) CompareValueAndSwap(key, value, target string, opts ...clientv
 	if !resp.Succeeded {
 		return fmt.Errorf("function CompareAndSwap error for compare is false for key: %s", key)
 	}
-
+	CheckElapseAndWarn(start, "Slow etcd operation compare value and swap")
 	return nil
 }
 
 // CompareVersionAndSwap compares the existing key-value's version with version, and if
 // they are equal, the target is stored in etcd.
 func (kv *EtcdKV) CompareVersionAndSwap(key string, version int64, target string, opts ...clientv3.OpOption) error {
+	start := time.Now()
 	ctx, cancel := context.WithTimeout(context.TODO(), RequestTimeout)
 	defer cancel()
 	resp, err := kv.client.Txn(ctx).If(
@@ -350,6 +381,15 @@ func (kv *EtcdKV) CompareVersionAndSwap(key string, version int64, target string
 	if !resp.Succeeded {
 		return fmt.Errorf("function CompareAndSwap error for compare is false for key: %s", key)
 	}
-
+	CheckElapseAndWarn(start, "Slow etcd operation compare version and swap")
 	return nil
 }
+
+func CheckElapseAndWarn(start time.Time, message string) bool {
+	elapsed := time.Since(start)
+	if elapsed.Milliseconds() > 2000 {
+		log.Warn(message, zap.String("time spent", elapsed.String()))
+		return true
+	}
+	return false
+}
diff --git a/internal/kv/etcd/etcd_kv_test.go b/internal/kv/etcd/etcd_kv_test.go
index ba2dfb10d3..b881f0f7d1 100644
--- a/internal/kv/etcd/etcd_kv_test.go
+++ b/internal/kv/etcd/etcd_kv_test.go
@@ -15,6 +15,7 @@ import (
 	"os"
 	"strings"
 	"testing"
+	"time"
 
 	etcdkv "github.com/milvus-io/milvus/internal/kv/etcd"
 	"github.com/milvus-io/milvus/internal/util/paramtable"
@@ -488,3 +489,13 @@ func TestEtcdKV_Load(te *testing.T) {
 
 	})
 }
+
+func TestElapse(t *testing.T) {
+	start := time.Now()
+	isElapse := etcdkv.CheckElapseAndWarn(start, "err message")
+	assert.Equal(t, isElapse, false)
+
+	time.Sleep(time.Duration(3) * time.Second)
+	isElapse = etcdkv.CheckElapseAndWarn(start, "err message")
+	assert.Equal(t, isElapse, true)
+}