diff --git a/go.mod b/go.mod
index 54b39d322e..17c4666ac3 100644
--- a/go.mod
+++ b/go.mod
@@ -4,7 +4,7 @@ require (
 	github.com/Workiva/go-datastructures v1.0.50
 	github.com/afex/hystrix-go v0.0.0-20180502004556-fa1af6a1f4f5
 	github.com/aliyun/alibaba-cloud-sdk-go v0.0.0-20190802083043-4cd0c391755e // indirect
-	github.com/apache/dubbo-go-hessian2 v1.3.1-0.20200111150223-4ce8c8d0d7ac
+	github.com/apache/dubbo-go-hessian2 v1.3.1-0.20200302092433-6ae5479d93a3
 	github.com/buger/jsonparser v0.0.0-20181115193947-bf1c66bbce23 // indirect
 	github.com/coreos/bbolt v1.3.3 // indirect
 	github.com/coreos/etcd v3.3.13+incompatible
@@ -12,7 +12,7 @@ require (
 	github.com/coreos/go-systemd v0.0.0-20190719114852-fd7a80b32e1f // indirect
 	github.com/coreos/pkg v0.0.0-20180928190104-399ea9e2e55f // indirect
 	github.com/creasty/defaults v1.3.0
-	github.com/dubbogo/getty v1.3.2
+	github.com/dubbogo/getty v1.3.3
 	github.com/dubbogo/go-zookeeper v1.0.0
 	github.com/dubbogo/gost v1.5.2
 	github.com/fastly/go-utils v0.0.0-20180712184237-d95a45783239 // indirect
@@ -42,7 +42,7 @@ require (
 	github.com/satori/go.uuid v1.2.0
 	github.com/smartystreets/goconvey v0.0.0-20190710185942-9d28bd7c0945 // indirect
 	github.com/soheilhy/cmux v0.1.4 // indirect
-	github.com/stretchr/testify v1.4.0
+	github.com/stretchr/testify v1.5.1
 	github.com/tebeka/strftime v0.1.3 // indirect
 	github.com/tmc/grpc-websocket-proxy v0.0.0-20190109142713-0ad062ec5ee5 // indirect
 	github.com/toolkits/concurrent v0.0.0-20150624120057-a4371d70e3e3 // indirect
diff --git a/go.sum b/go.sum
index 0461f29653..7aed6321d3 100644
--- a/go.sum
+++ b/go.sum
@@ -35,8 +35,8 @@ github.com/alecthomas/units v0.0.0-20151022065526-2efee857e7cf/go.mod h1:ybxpYRF
 github.com/aliyun/alibaba-cloud-sdk-go v0.0.0-20190802083043-4cd0c391755e h1:MSuLXx/mveDbpDNhVrcWTMeV4lbYWKcyO4rH+jAxmX0=
 github.com/aliyun/alibaba-cloud-sdk-go v0.0.0-20190802083043-4cd0c391755e/go.mod h1:myCDvQSzCW+wB1WAlocEru4wMGJxy+vlxHdhegi1CDQ=
 github.com/aliyun/aliyun-oss-go-sdk v0.0.0-20190307165228-86c17b95fcd5/go.mod h1:T/Aws4fEfogEE9v+HPhhw+CntffsBHJ8nXQCwKr0/g8=
-github.com/apache/dubbo-go-hessian2 v1.3.1-0.20200111150223-4ce8c8d0d7ac h1:QKRMidg/RbdI5oaQWMb8Lxo63S+fLmsgMxsFoOCftKw=
-github.com/apache/dubbo-go-hessian2 v1.3.1-0.20200111150223-4ce8c8d0d7ac/go.mod h1:VwEnsOMidkM1usya2uPfGpSLO9XUF//WQcWn3y+jFz8=
+github.com/apache/dubbo-go-hessian2 v1.3.1-0.20200302092433-6ae5479d93a3 h1:1HM47ILUkLaMxLKUub+WHPncqrJGEQ0KRJzSJueMDpY=
+github.com/apache/dubbo-go-hessian2 v1.3.1-0.20200302092433-6ae5479d93a3/go.mod h1:VwEnsOMidkM1usya2uPfGpSLO9XUF//WQcWn3y+jFz8=
 github.com/armon/circbuf v0.0.0-20150827004946-bbbad097214e h1:QEF07wC0T1rKkctt1RINW/+RMTVmiwxETico2l3gxJA=
 github.com/armon/circbuf v0.0.0-20150827004946-bbbad097214e/go.mod h1:3U/XgcO3hCbHZ8TKRvWD2dDTCfh9M9ya+I9JpbB7O8o=
 github.com/armon/go-metrics v0.0.0-20180917152333-f0300d1749da/go.mod h1:Q73ZrmVTwzkszR9V5SSuryQ31EELlFMUz1kKyl939pY=
@@ -102,8 +102,8 @@ github.com/docker/go-connections v0.3.0 h1:3lOnM9cSzgGwx8VfK/NGOW5fLQ0GjIlCkaktF
 github.com/docker/go-connections v0.3.0/go.mod h1:Gbd7IOopHjR8Iph03tsViu4nIes5XhDvyHbTtUxmeec=
 github.com/docker/go-units v0.3.3 h1:Xk8S3Xj5sLGlG5g67hJmYMmUgXv5N4PhkjJHHqrwnTk=
 github.com/docker/go-units v0.3.3/go.mod h1:fgPhTUdO+D/Jk86RDLlptpiXQzgHJF7gydDDbaIK4Dk=
-github.com/dubbogo/getty v1.3.2 h1:l1KVSs/1CtTKbIPTrkTtBT6S9ddvmswDGoAnnl2CDpM=
-github.com/dubbogo/getty v1.3.2/go.mod h1:ANbVQ9tbpZ2b0xdR8nRrgS/oXIsZAeRxzvPSOn/7mbk=
+github.com/dubbogo/getty v1.3.3 h1:8m4zZBqFHO+NmhH7rMPlFuuYRVjcPD7cUhumevqMZZs=
+github.com/dubbogo/getty v1.3.3/go.mod h1:U92BDyJ6sW9Jpohr2Vlz8w2uUbIbNZ3d+6rJvFTSPp0=
 github.com/dubbogo/go-zookeeper v1.0.0 h1:RsYdlGwhDW+iKXM3eIIcvt34P2swLdmQfuIJxsHlGoM=
 github.com/dubbogo/go-zookeeper v1.0.0/go.mod h1:fn6n2CAEer3novYgk9ULLwAjuV8/g4DdC2ENwRb6E+c=
 github.com/dubbogo/gost v1.5.1 h1:oG5dzaWf1KYynBaBoUIOkgT+YD0niHV6xxI0Odq7hDg=
@@ -448,6 +448,8 @@ github.com/stretchr/testify v1.3.0 h1:TivCn/peBQ7UY8ooIcPgZFpTNSz0Q2U6UrFlUfqbe0
 github.com/stretchr/testify v1.3.0/go.mod h1:M5WIy9Dh21IEIfnGCwXGc5bZfKNJtfHm1UVUgZn+9EI=
 github.com/stretchr/testify v1.4.0 h1:2E4SXV/wtOkTonXsotYi4li6zVWxYlZuYNCXe9XRJyk=
 github.com/stretchr/testify v1.4.0/go.mod h1:j7eGeouHqKxXV5pUuKE4zz7dFj8WfuZ+81PSLYec5m4=
+github.com/stretchr/testify v1.5.1 h1:nOGnQDM7FYENwehXlg/kFVnos3rEvtKTjRvOWSzb6H4=
+github.com/stretchr/testify v1.5.1/go.mod h1:5W2xD1RspED5o8YsWQXVCued0rvSQ+mT+I5cxcmMvtA=
 github.com/tebeka/strftime v0.1.3 h1:5HQXOqWKYRFfNyBMNVc9z5+QzuBtIXy03psIhtdJYto=
 github.com/tebeka/strftime v0.1.3/go.mod h1:7wJm3dZlpr4l/oVK0t1HYIc4rMzQ2XJlOMIUJUJH6XQ=
 github.com/tent/http-link-go v0.0.0-20130702225549-ac974c61c2f9/go.mod h1:RHkNRtSLfOK7qBTHaeSX1D6BNpI3qw7NTxsmNr4RvN8=
@@ -490,7 +492,6 @@ golang.org/x/net v0.0.0-20181114220301-adae6a3d119a/go.mod h1:mL1N/T3taQHkDXs73r
 golang.org/x/net v0.0.0-20181201002055-351d144fa1fc/go.mod h1:mL1N/T3taQHkDXs73rZJwtUhF3w3ftmwwsq0BUmARs4=
 golang.org/x/net v0.0.0-20181220203305-927f97764cc3/go.mod h1:mL1N/T3taQHkDXs73rZJwtUhF3w3ftmwwsq0BUmARs4=
 golang.org/x/net v0.0.0-20190311183353-d8887717615a/go.mod h1:t9HGtf8HONx5eT2rtn7q6eTqICYqUVnKs3thJo3Qplg=
-golang.org/x/net v0.0.0-20190320064053-1272bf9dcd53/go.mod h1:t9HGtf8HONx5eT2rtn7q6eTqICYqUVnKs3thJo3Qplg=
 golang.org/x/net v0.0.0-20190503192946-f4e77d36d62c/go.mod h1:t9HGtf8HONx5eT2rtn7q6eTqICYqUVnKs3thJo3Qplg=
 golang.org/x/net v0.0.0-20190613194153-d28f0bde5980 h1:dfGZHvZk057jK2MCeWus/TowKpJ8y4AmooUzdBSR9GU=
 golang.org/x/net v0.0.0-20190613194153-d28f0bde5980/go.mod h1:z5CRVTTTmAJ677TzLLGU+0bjPO0LkuOLi4/5GtJWs/s=
diff --git a/protocol/dubbo/client.go b/protocol/dubbo/client.go
index 0765a330b5..5ec7db51af 100644
--- a/protocol/dubbo/client.go
+++ b/protocol/dubbo/client.go
@@ -18,6 +18,7 @@
 package dubbo
 
 import (
+	"math/rand"
 	"strings"
 	"sync"
 	"time"
@@ -83,6 +84,8 @@ func init() {
 		return
 	}
 	setClientGrpool()
+
+	rand.Seed(time.Now().UnixNano())
 }
 
 // SetClientConf ...
@@ -147,11 +150,18 @@ func NewClient(opt Options) *Client {
 		opt.RequestTimeout = 3 * time.Second
 	}
 
+	// make sure that client request sequence is an odd number
+	initSequence := uint64(rand.Int63n(time.Now().UnixNano()))
+	if initSequence%2 == 0 {
+		initSequence++
+	}
+
 	c := &Client{
 		opts:             opt,
 		pendingResponses: new(sync.Map),
 		conf:             *clientConf,
 	}
+	c.sequence.Store(initSequence)
 	c.pool = newGettyRPCClientConnPool(c, clientConf.PoolSize, time.Duration(int(time.Second)*clientConf.PoolTTL))
 
 	return c
diff --git a/protocol/dubbo/listener.go b/protocol/dubbo/listener.go
index 430c4e49d8..0251b78a2b 100644
--- a/protocol/dubbo/listener.go
+++ b/protocol/dubbo/listener.go
@@ -124,6 +124,7 @@ func (h *RpcClientHandler) OnMessage(session getty.Session, pkg interface{}) {
 
 	pendingResponse := h.conn.pool.rpcClient.removePendingResponse(SequenceType(p.Header.ID))
 	if pendingResponse == nil {
+		logger.Errorf("failed to get pending response context for response package %s", *p)
 		return
 	}
 
diff --git a/protocol/dubbo/pool.go b/protocol/dubbo/pool.go
index 9e43dbcc19..918514c267 100644
--- a/protocol/dubbo/pool.go
+++ b/protocol/dubbo/pool.go
@@ -319,9 +319,10 @@ func (p *gettyRPCClientPool) getGettyRpcClient(protocol, addr string) (*gettyRPC
 	conn, err := p.get()
 	if err == nil && conn == nil {
 		// create new conn
-		return newGettyRPCClientConn(p, protocol, addr)
+		rpcClientConn, err := newGettyRPCClientConn(p, protocol, addr)
+		return rpcClientConn, perrors.WithStack(err)
 	}
-	return conn, err
+	return conn, perrors.WithStack(err)
 }
 
 func (p *gettyRPCClientPool) get() (*gettyRPCClient, error) {