diff --git a/cluster/loadbalance/round_robin.go b/cluster/loadbalance/round_robin.go
new file mode 100644
index 0000000000..e173e211c3
--- /dev/null
+++ b/cluster/loadbalance/round_robin.go
@@ -0,0 +1,153 @@
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+// http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package loadbalance
+
+import (
+	"math"
+	"sync"
+	"sync/atomic"
+	"time"
+)
+
+import (
+	"github.com/apache/dubbo-go/cluster"
+	"github.com/apache/dubbo-go/common/extension"
+	"github.com/apache/dubbo-go/protocol"
+)
+
+const (
+	RoundRobin = "roundrobin"
+
+	COMPLETE = 0
+	UPDATING = 1
+)
+
+var (
+	methodWeightMap sync.Map            // [string]invokers
+	state           int32    = COMPLETE // update lock acquired ?
+	recyclePeriod   int64    = 60 * time.Second.Nanoseconds()
+)
+
+func init() {
+	extension.SetLoadbalance(RoundRobin, NewRoundRobinLoadBalance)
+}
+
+type roundRobinLoadBalance struct{}
+
+func NewRoundRobinLoadBalance() cluster.LoadBalance {
+	return &roundRobinLoadBalance{}
+}
+
+func (lb *roundRobinLoadBalance) Select(invokers []protocol.Invoker, invocation protocol.Invocation) protocol.Invoker {
+	count := len(invokers)
+	if count == 0 {
+		return nil
+	}
+	if count == 1 {
+		return invokers[0]
+	}
+
+	key := invokers[0].GetUrl().Path + "." + invocation.MethodName()
+	cache, _ := methodWeightMap.LoadOrStore(key, &cachedInvokers{})
+	cachedInvokers := cache.(*cachedInvokers)
+
+	var (
+		clean               = false
+		totalWeight         = int64(0)
+		maxCurrentWeight    = int64(math.MinInt64)
+		now                 = time.Now()
+		selectedInvoker     protocol.Invoker
+		selectedWeightRobin *weightedRoundRobin
+	)
+
+	for _, invoker := range invokers {
+		var weight = GetWeight(invoker, invocation)
+		if weight < 0 {
+			weight = 0
+		}
+
+		identifier := invoker.GetUrl().Key()
+		loaded, found := cachedInvokers.LoadOrStore(identifier, &weightedRoundRobin{weight: weight})
+		weightRobin := loaded.(*weightedRoundRobin)
+		if !found {
+			clean = true
+		}
+
+		if weightRobin.Weight() != weight {
+			weightRobin.setWeight(weight)
+		}
+
+		currentWeight := weightRobin.increaseCurrent()
+		weightRobin.lastUpdate = &now
+
+		if currentWeight > maxCurrentWeight {
+			maxCurrentWeight = currentWeight
+			selectedInvoker = invoker
+			selectedWeightRobin = weightRobin
+		}
+		totalWeight += weight
+	}
+
+	cleanIfRequired(clean, cachedInvokers, &now)
+
+	if selectedWeightRobin != nil {
+		selectedWeightRobin.Current(totalWeight)
+		return selectedInvoker
+	}
+
+	// should never happen
+	return invokers[0]
+}
+
+func cleanIfRequired(clean bool, invokers *cachedInvokers, now *time.Time) {
+	if clean && atomic.CompareAndSwapInt32(&state, COMPLETE, UPDATING) {
+		defer atomic.CompareAndSwapInt32(&state, UPDATING, COMPLETE)
+		invokers.Range(func(identify, robin interface{}) bool {
+			weightedRoundRobin := robin.(*weightedRoundRobin)
+			elapsed := now.Sub(*weightedRoundRobin.lastUpdate).Nanoseconds()
+			if elapsed > recyclePeriod {
+				invokers.Delete(identify)
+			}
+			return true
+		})
+	}
+}
+
+// Record the weight of the invoker
+type weightedRoundRobin struct {
+	weight     int64
+	current    int64
+	lastUpdate *time.Time
+}
+
+func (robin *weightedRoundRobin) Weight() int64 {
+	return atomic.LoadInt64(&robin.weight)
+}
+
+func (robin *weightedRoundRobin) setWeight(weight int64) {
+	robin.weight = weight
+	robin.current = 0
+}
+
+func (robin *weightedRoundRobin) increaseCurrent() int64 {
+	return atomic.AddInt64(&robin.current, robin.weight)
+}
+
+func (robin *weightedRoundRobin) Current(delta int64) {
+	atomic.AddInt64(&robin.current, -1*delta)
+}
+
+type cachedInvokers struct {
+	sync.Map /*[string]weightedRoundRobin*/
+}
diff --git a/cluster/loadbalance/round_robin_test.go b/cluster/loadbalance/round_robin_test.go
new file mode 100644
index 0000000000..e261884b55
--- /dev/null
+++ b/cluster/loadbalance/round_robin_test.go
@@ -0,0 +1,59 @@
+package loadbalance
+
+import (
+	"context"
+	"fmt"
+	"strconv"
+	"testing"
+)
+
+import (
+	"github.com/stretchr/testify/assert"
+)
+
+import (
+	"github.com/apache/dubbo-go/common"
+	"github.com/apache/dubbo-go/protocol"
+	"github.com/apache/dubbo-go/protocol/invocation"
+)
+
+func TestRoundRobinSelect(t *testing.T) {
+	loadBalance := NewRoundRobinLoadBalance()
+
+	var invokers []protocol.Invoker
+
+	url, _ := common.NewURL(context.TODO(), "dubbo://192.168.1.0:20000/org.apache.demo.HelloService")
+	invokers = append(invokers, protocol.NewBaseInvoker(url))
+	i := loadBalance.Select(invokers, &invocation.RPCInvocation{})
+	assert.True(t, i.GetUrl().URLEqual(url))
+
+	for i := 1; i < 10; i++ {
+		url, _ := common.NewURL(context.TODO(), fmt.Sprintf("dubbo://192.168.1.%v:20000/org.apache.demo.HelloService", i))
+		invokers = append(invokers, protocol.NewBaseInvoker(url))
+	}
+	loadBalance.Select(invokers, &invocation.RPCInvocation{})
+}
+
+func TestRoundRobinByWeight(t *testing.T) {
+	loadBalance := NewRoundRobinLoadBalance()
+
+	var invokers []protocol.Invoker
+	loop := 10
+	for i := 1; i <= loop; i++ {
+		url, _ := common.NewURL(context.TODO(), fmt.Sprintf("dubbo://192.168.1.%v:20000/org.apache.demo.HelloService?weight=%v", i, i))
+		invokers = append(invokers, protocol.NewBaseInvoker(url))
+	}
+
+	loop = (1 + loop) * loop / 2
+	selected := make(map[protocol.Invoker]int)
+
+	for i := 1; i <= loop; i++ {
+		invoker := loadBalance.Select(invokers, &invocation.RPCInvocation{})
+		selected[invoker]++
+	}
+
+	for _, i := range invokers {
+		w, _ := strconv.Atoi(i.GetUrl().GetParam("weight", "-1"))
+		assert.True(t, selected[i] == w)
+	}
+}
diff --git a/cluster/loadbalance/util.go b/cluster/loadbalance/util.go
index 736952159d..7e0c2e2650 100644
--- a/cluster/loadbalance/util.go
+++ b/cluster/loadbalance/util.go
@@ -28,7 +28,8 @@ import (
 
 func GetWeight(invoker protocol.Invoker, invocation protocol.Invocation) int64 {
 	url := invoker.GetUrl()
-	weight := url.GetMethodParamInt(invocation.MethodName(), constant.WEIGHT_KEY, constant.DEFAULT_WEIGHT)
+	weight := url.GetMethodParamInt64(invocation.MethodName(), constant.WEIGHT_KEY, constant.DEFAULT_WEIGHT)
+
 	if weight > 0 {
 		//get service register time an do warm up time
 		now := time.Now().Unix()
diff --git a/common/url.go b/common/url.go
index 115167ee3e..4fb1af767f 100644
--- a/common/url.go
+++ b/common/url.go
@@ -20,6 +20,7 @@ package common
 import (
 	"context"
 	"fmt"
+	"math"
 	"net"
 	"net/url"
 	"strconv"
@@ -288,6 +289,15 @@ func (c URL) GetMethodParamInt(method string, key string, d int64) int64 {
 	return int64(r)
 }
 
+func (c URL) GetMethodParamInt64(method string, key string, d int64) int64 {
+	r := c.GetMethodParamInt(method, key, math.MinInt64)
+	if r == math.MinInt64 {
+		return c.GetParamInt(key, d)
+	}
+
+	return r
+}
+
 func (c URL) GetMethodParam(method string, key string, d string) string {
 	var r string
 	if r = c.Params.Get("methods." + method + "." + key); r == "" {