diff --git a/internal/distributed/datanode/client/client.go b/internal/distributed/datanode/client/client.go
index 766de58681..4492f3c207 100644
--- a/internal/distributed/datanode/client/client.go
+++ b/internal/distributed/datanode/client/client.go
@@ -19,6 +19,8 @@ import (
 	"github.com/milvus-io/milvus/internal/log"
 	"github.com/milvus-io/milvus/internal/util/retry"
 
+	grpc_middleware "github.com/grpc-ecosystem/go-grpc-middleware"
+	grpc_retry "github.com/grpc-ecosystem/go-grpc-middleware/retry"
 	grpc_opentracing "github.com/grpc-ecosystem/go-grpc-middleware/tracing/opentracing"
 	"github.com/milvus-io/milvus/internal/proto/commonpb"
 	"github.com/milvus-io/milvus/internal/proto/datapb"
@@ -76,9 +78,16 @@ func (c *Client) connect() error {
 		log.Debug("DataNode connect ", zap.String("address", c.addr))
 		conn, err := grpc.DialContext(ctx, c.addr, grpc.WithInsecure(), grpc.WithBlock(),
 			grpc.WithUnaryInterceptor(
-				grpc_opentracing.UnaryClientInterceptor(opts...)),
+				grpc_middleware.ChainUnaryClient(
+					grpc_retry.UnaryClientInterceptor(),
+					grpc_opentracing.UnaryClientInterceptor(opts...),
+				)),
 			grpc.WithStreamInterceptor(
-				grpc_opentracing.StreamClientInterceptor(opts...)))
+				grpc_middleware.ChainStreamClient(
+					grpc_retry.StreamClientInterceptor(),
+					grpc_opentracing.StreamClientInterceptor(opts...),
+				)),
+		)
 		if err != nil {
 			return err
 		}
@@ -101,15 +110,19 @@ func (c *Client) recall(caller func() (interface{}, error)) (interface{}, error)
 	if err == nil {
 		return ret, nil
 	}
-	for i := 0; i < c.recallTry; i++ {
+	for i := 0; i < c.reconnTry; i++ {
 		err = c.connect()
 		if err == nil {
-			ret, err = caller()
-			if err == nil {
-				return ret, nil
-			}
+			break
 		}
 	}
+	if err != nil {
+		return nil, err
+	}
+	ret, err = caller()
+	if err == nil {
+		return ret, nil
+	}
 	return ret, err
 }
 
diff --git a/internal/distributed/dataservice/client/client.go b/internal/distributed/dataservice/client/client.go
index 91410ee7cf..fb37c5aaca 100644
--- a/internal/distributed/dataservice/client/client.go
+++ b/internal/distributed/dataservice/client/client.go
@@ -16,6 +16,8 @@ import (
 	"fmt"
 	"time"
 
+	grpc_middleware "github.com/grpc-ecosystem/go-grpc-middleware"
+	grpc_retry "github.com/grpc-ecosystem/go-grpc-middleware/retry"
 	grpc_opentracing "github.com/grpc-ecosystem/go-grpc-middleware/tracing/opentracing"
 	"github.com/milvus-io/milvus/internal/log"
 	"github.com/milvus-io/milvus/internal/proto/milvuspb"
@@ -100,9 +102,16 @@ func (c *Client) connect() error {
 		log.Debug("DataCoordClient try reconnect ", zap.String("address", c.addr))
 		conn, err := grpc.DialContext(ctx, c.addr, grpc.WithInsecure(), grpc.WithBlock(),
 			grpc.WithUnaryInterceptor(
-				grpc_opentracing.UnaryClientInterceptor(opts...)),
+				grpc_middleware.ChainUnaryClient(
+					grpc_retry.UnaryClientInterceptor(),
+					grpc_opentracing.UnaryClientInterceptor(opts...),
+				)),
 			grpc.WithStreamInterceptor(
-				grpc_opentracing.StreamClientInterceptor(opts...)))
+				grpc_middleware.ChainStreamClient(
+					grpc_retry.StreamClientInterceptor(),
+					grpc_opentracing.StreamClientInterceptor(opts...),
+				)),
+		)
 		if err != nil {
 			return err
 		}
@@ -124,15 +133,19 @@ func (c *Client) recall(caller func() (interface{}, error)) (interface{}, error)
 	if err == nil {
 		return ret, nil
 	}
-	for i := 0; i < c.recallTry; i++ {
+	for i := 0; i < c.reconnTry; i++ {
 		err = c.connect()
 		if err == nil {
-			ret, err = caller()
-			if err == nil {
-				return ret, nil
-			}
+			break
 		}
 	}
+	if err != nil {
+		return nil, err
+	}
+	ret, err = caller()
+	if err == nil {
+		return ret, nil
+	}
 	return ret, err
 }
 
diff --git a/internal/distributed/indexcoord/client/client.go b/internal/distributed/indexcoord/client/client.go
index 3b24c0fb89..d5b8e1e605 100644
--- a/internal/distributed/indexcoord/client/client.go
+++ b/internal/distributed/indexcoord/client/client.go
@@ -18,6 +18,8 @@ import (
 
 	"google.golang.org/grpc"
 
+	grpc_middleware "github.com/grpc-ecosystem/go-grpc-middleware"
+	grpc_retry "github.com/grpc-ecosystem/go-grpc-middleware/retry"
 	grpc_opentracing "github.com/grpc-ecosystem/go-grpc-middleware/tracing/opentracing"
 	"github.com/milvus-io/milvus/internal/log"
 	"github.com/milvus-io/milvus/internal/util/retry"
@@ -105,9 +107,16 @@ func (c *Client) connect() error {
 		log.Debug("IndexCoordClient try connect ", zap.String("address", c.addr))
 		conn, err := grpc.DialContext(ctx, c.addr, grpc.WithInsecure(), grpc.WithBlock(),
 			grpc.WithUnaryInterceptor(
-				grpc_opentracing.UnaryClientInterceptor(opts...)),
+				grpc_middleware.ChainUnaryClient(
+					grpc_retry.UnaryClientInterceptor(),
+					grpc_opentracing.UnaryClientInterceptor(opts...),
+				)),
 			grpc.WithStreamInterceptor(
-				grpc_opentracing.StreamClientInterceptor(opts...)))
+				grpc_middleware.ChainStreamClient(
+					grpc_retry.StreamClientInterceptor(),
+					grpc_opentracing.StreamClientInterceptor(opts...),
+				)),
+		)
 		if err != nil {
 			return err
 		}
@@ -124,20 +133,25 @@ func (c *Client) connect() error {
 	c.grpcClient = indexpb.NewIndexServiceClient(c.conn)
 	return nil
 }
+
 func (c *Client) recall(caller func() (interface{}, error)) (interface{}, error) {
 	ret, err := caller()
 	if err == nil {
 		return ret, nil
 	}
-	for i := 0; i < c.recallTry; i++ {
+	for i := 0; i < c.reconnTry; i++ {
 		err = c.connect()
 		if err == nil {
-			ret, err = caller()
-			if err == nil {
-				return ret, nil
-			}
+			break
 		}
 	}
+	if err != nil {
+		return nil, err
+	}
+	ret, err = caller()
+	if err == nil {
+		return ret, nil
+	}
 	return ret, err
 }
 
diff --git a/internal/distributed/indexnode/client/client.go b/internal/distributed/indexnode/client/client.go
index 7610907e5e..4e6edb76b2 100644
--- a/internal/distributed/indexnode/client/client.go
+++ b/internal/distributed/indexnode/client/client.go
@@ -16,6 +16,8 @@ import (
 	"fmt"
 	"time"
 
+	grpc_middleware "github.com/grpc-ecosystem/go-grpc-middleware"
+	grpc_retry "github.com/grpc-ecosystem/go-grpc-middleware/retry"
 	grpc_opentracing "github.com/grpc-ecosystem/go-grpc-middleware/tracing/opentracing"
 	"github.com/milvus-io/milvus/internal/log"
 	"github.com/milvus-io/milvus/internal/proto/milvuspb"
@@ -71,9 +73,16 @@ func (c *Client) connect() error {
 		log.Debug("IndexNodeClient try connect ", zap.String("address", c.addr))
 		conn, err := grpc.DialContext(ctx, c.addr, grpc.WithInsecure(), grpc.WithBlock(),
 			grpc.WithUnaryInterceptor(
-				grpc_opentracing.UnaryClientInterceptor(opts...)),
+				grpc_middleware.ChainUnaryClient(
+					grpc_retry.UnaryClientInterceptor(),
+					grpc_opentracing.UnaryClientInterceptor(opts...),
+				)),
 			grpc.WithStreamInterceptor(
-				grpc_opentracing.StreamClientInterceptor(opts...)))
+				grpc_middleware.ChainStreamClient(
+					grpc_retry.StreamClientInterceptor(),
+					grpc_opentracing.StreamClientInterceptor(opts...),
+				)),
+		)
 		if err != nil {
 			return err
 		}
@@ -96,15 +105,19 @@ func (c *Client) recall(caller func() (interface{}, error)) (interface{}, error)
 	if err == nil {
 		return ret, nil
 	}
-	for i := 0; i < c.recallTry; i++ {
+	for i := 0; i < c.reconnTry; i++ {
 		err = c.connect()
 		if err == nil {
-			ret, err = caller()
-			if err == nil {
-				return ret, nil
-			}
+			break
 		}
 	}
+	if err != nil {
+		return nil, err
+	}
+	ret, err = caller()
+	if err == nil {
+		return ret, nil
+	}
 	return ret, err
 }
 
diff --git a/internal/distributed/proxynode/client/client.go b/internal/distributed/proxynode/client/client.go
index 4810b14118..cd6806e5f5 100644
--- a/internal/distributed/proxynode/client/client.go
+++ b/internal/distributed/proxynode/client/client.go
@@ -15,6 +15,8 @@ import (
 	"context"
 	"time"
 
+	grpc_middleware "github.com/grpc-ecosystem/go-grpc-middleware"
+	grpc_retry "github.com/grpc-ecosystem/go-grpc-middleware/retry"
 	grpc_opentracing "github.com/grpc-ecosystem/go-grpc-middleware/tracing/opentracing"
 	"github.com/milvus-io/milvus/internal/log"
 	"github.com/milvus-io/milvus/internal/proto/commonpb"
@@ -65,9 +67,16 @@ func (c *Client) connect() error {
 		log.Debug("ProxyNodeClient try connect ", zap.String("address", c.addr))
 		conn, err := grpc.DialContext(ctx, c.addr, grpc.WithInsecure(), grpc.WithBlock(),
 			grpc.WithUnaryInterceptor(
-				grpc_opentracing.UnaryClientInterceptor(opts...)),
+				grpc_middleware.ChainUnaryClient(
+					grpc_retry.UnaryClientInterceptor(),
+					grpc_opentracing.UnaryClientInterceptor(opts...),
+				)),
 			grpc.WithStreamInterceptor(
-				grpc_opentracing.StreamClientInterceptor(opts...)))
+				grpc_middleware.ChainStreamClient(
+					grpc_retry.StreamClientInterceptor(),
+					grpc_opentracing.StreamClientInterceptor(opts...),
+				)),
+		)
 		if err != nil {
 			return err
 		}
@@ -90,15 +99,19 @@ func (c *Client) recall(caller func() (interface{}, error)) (interface{}, error)
 	if err == nil {
 		return ret, nil
 	}
-	for i := 0; i < c.recallTry; i++ {
+	for i := 0; i < c.reconnTry; i++ {
 		err = c.connect()
 		if err == nil {
-			ret, err = caller()
-			if err == nil {
-				return ret, nil
-			}
+			break
 		}
 	}
+	if err != nil {
+		return nil, err
+	}
+	ret, err = caller()
+	if err == nil {
+		return ret, nil
+	}
 	return ret, err
 }
 
diff --git a/internal/distributed/querynode/client/client.go b/internal/distributed/querynode/client/client.go
index d1ac09c20e..7c338766eb 100644
--- a/internal/distributed/querynode/client/client.go
+++ b/internal/distributed/querynode/client/client.go
@@ -18,6 +18,8 @@ import (
 
 	"google.golang.org/grpc"
 
+	grpc_middleware "github.com/grpc-ecosystem/go-grpc-middleware"
+	grpc_retry "github.com/grpc-ecosystem/go-grpc-middleware/retry"
 	grpc_opentracing "github.com/grpc-ecosystem/go-grpc-middleware/tracing/opentracing"
 	"github.com/milvus-io/milvus/internal/log"
 	"github.com/milvus-io/milvus/internal/proto/commonpb"
@@ -71,9 +73,16 @@ func (c *Client) connect() error {
 		log.Debug("QueryNodeClient try connect ", zap.String("address", c.addr))
 		conn, err := grpc.DialContext(ctx, c.addr, grpc.WithInsecure(), grpc.WithBlock(),
 			grpc.WithUnaryInterceptor(
-				grpc_opentracing.UnaryClientInterceptor(opts...)),
+				grpc_middleware.ChainUnaryClient(
+					grpc_retry.UnaryClientInterceptor(),
+					grpc_opentracing.UnaryClientInterceptor(opts...),
+				)),
 			grpc.WithStreamInterceptor(
-				grpc_opentracing.StreamClientInterceptor(opts...)))
+				grpc_middleware.ChainStreamClient(
+					grpc_retry.StreamClientInterceptor(),
+					grpc_opentracing.StreamClientInterceptor(opts...),
+				)),
+		)
 		if err != nil {
 			return err
 		}
@@ -96,15 +105,19 @@ func (c *Client) recall(caller func() (interface{}, error)) (interface{}, error)
 	if err == nil {
 		return ret, nil
 	}
-	for i := 0; i < c.recallTry; i++ {
+	for i := 0; i < c.reconnTry; i++ {
 		err = c.connect()
 		if err == nil {
-			ret, err = caller()
-			if err == nil {
-				return ret, nil
-			}
+			break
 		}
 	}
+	if err != nil {
+		return nil, err
+	}
+	ret, err = caller()
+	if err == nil {
+		return ret, nil
+	}
 	return ret, err
 }
 
diff --git a/internal/distributed/queryservice/client/client.go b/internal/distributed/queryservice/client/client.go
index 3826a97da4..8ca141d461 100644
--- a/internal/distributed/queryservice/client/client.go
+++ b/internal/distributed/queryservice/client/client.go
@@ -16,6 +16,8 @@ import (
 	"fmt"
 	"time"
 
+	grpc_middleware "github.com/grpc-ecosystem/go-grpc-middleware"
+	grpc_retry "github.com/grpc-ecosystem/go-grpc-middleware/retry"
 	grpc_opentracing "github.com/grpc-ecosystem/go-grpc-middleware/tracing/opentracing"
 	"github.com/milvus-io/milvus/internal/util/retry"
 	"github.com/milvus-io/milvus/internal/util/sessionutil"
@@ -103,9 +105,16 @@ func (c *Client) connect() error {
 		log.Debug("QueryServiceClient try reconnect ", zap.String("address", c.addr))
 		conn, err := grpc.DialContext(ctx, c.addr, grpc.WithInsecure(), grpc.WithBlock(),
 			grpc.WithUnaryInterceptor(
-				grpc_opentracing.UnaryClientInterceptor(opts...)),
+				grpc_middleware.ChainUnaryClient(
+					grpc_retry.UnaryClientInterceptor(),
+					grpc_opentracing.UnaryClientInterceptor(opts...),
+				)),
 			grpc.WithStreamInterceptor(
-				grpc_opentracing.StreamClientInterceptor(opts...)))
+				grpc_middleware.ChainStreamClient(
+					grpc_retry.StreamClientInterceptor(),
+					grpc_opentracing.StreamClientInterceptor(opts...),
+				)),
+		)
 		if err != nil {
 			return err
 		}
@@ -127,15 +136,19 @@ func (c *Client) recall(caller func() (interface{}, error)) (interface{}, error)
 	if err == nil {
 		return ret, nil
 	}
-	for i := 0; i < c.recallTry; i++ {
+	for i := 0; i < c.reconnTry; i++ {
 		err = c.connect()
 		if err == nil {
-			ret, err = caller()
-			if err == nil {
-				return ret, nil
-			}
+			break
 		}
 	}
+	if err != nil {
+		return nil, err
+	}
+	ret, err = caller()
+	if err == nil {
+		return ret, nil
+	}
 	return ret, err
 }
 
diff --git a/internal/distributed/rootcoord/client/client.go b/internal/distributed/rootcoord/client/client.go
index e610b299e1..3a37335e48 100644
--- a/internal/distributed/rootcoord/client/client.go
+++ b/internal/distributed/rootcoord/client/client.go
@@ -17,6 +17,8 @@ import (
 	"fmt"
 	"time"
 
+	grpc_middleware "github.com/grpc-ecosystem/go-grpc-middleware"
+	grpc_retry "github.com/grpc-ecosystem/go-grpc-middleware/retry"
 	grpc_opentracing "github.com/grpc-ecosystem/go-grpc-middleware/tracing/opentracing"
 	"github.com/milvus-io/milvus/internal/log"
 	"github.com/milvus-io/milvus/internal/proto/commonpb"
@@ -122,9 +124,16 @@ func (c *GrpcClient) connect() error {
 		go func() {
 			conn, err = grpc.DialContext(ctx, c.addr, grpc.WithInsecure(), grpc.WithBlock(),
 				grpc.WithUnaryInterceptor(
-					grpc_opentracing.UnaryClientInterceptor(opts...)),
+					grpc_middleware.ChainUnaryClient(
+						grpc_retry.UnaryClientInterceptor(),
+						grpc_opentracing.UnaryClientInterceptor(opts...),
+					)),
 				grpc.WithStreamInterceptor(
-					grpc_opentracing.StreamClientInterceptor(opts...)))
+					grpc_middleware.ChainStreamClient(
+						grpc_retry.StreamClientInterceptor(),
+						grpc_opentracing.StreamClientInterceptor(opts...),
+					)),
+			)
 			ch <- struct{}{}
 		}()
 		select {
@@ -174,15 +183,19 @@ func (c *GrpcClient) recall(caller func() (interface{}, error)) (interface{}, er
 	if err == nil {
 		return ret, nil
 	}
-	for i := 0; i < c.recallTry; i++ {
+	for i := 0; i < c.reconnTry; i++ {
 		err = c.connect()
 		if err == nil {
-			ret, err = caller()
-			if err == nil {
-				return ret, nil
-			}
+			break
 		}
 	}
+	if err != nil {
+		return nil, err
+	}
+	ret, err = caller()
+	if err == nil {
+		return ret, nil
+	}
 	return ret, err
 }