diff --git a/src/modules/collector/collector.go b/src/modules/collector/collector.go
index 96eeb612..622275f5 100644
--- a/src/modules/collector/collector.go
+++ b/src/modules/collector/collector.go
@@ -73,6 +73,7 @@ func main() {
 
 	funcs.BuildMappers()
 	funcs.Collect()
+	funcs.InitRpcClients()
 
 	//插件采集
 	plugins.Detect()
diff --git a/src/modules/collector/sys/funcs/clients.go b/src/modules/collector/sys/funcs/clients.go
new file mode 100644
index 00000000..9ac474ad
--- /dev/null
+++ b/src/modules/collector/sys/funcs/clients.go
@@ -0,0 +1,45 @@
+package funcs
+
+import (
+	"net/rpc"
+	"sync"
+)
+
+type RpcClientContainer struct {
+	M map[string]*rpc.Client
+	sync.RWMutex
+}
+
+var rpcClients *RpcClientContainer
+
+func InitRpcClients() {
+	rpcClients = &RpcClientContainer{
+		M: make(map[string]*rpc.Client),
+	}
+}
+
+func (rcc *RpcClientContainer) Get(addr string) *rpc.Client {
+	rcc.RLock()
+	defer rcc.RUnlock()
+
+	client, has := rcc.M[addr]
+	if !has {
+		return nil
+	}
+
+	return client
+}
+
+// Put 返回的bool表示affected，确实把自己塞进去了
+func (rcc *RpcClientContainer) Put(addr string, client *rpc.Client) bool {
+	rcc.Lock()
+	defer rcc.Unlock()
+
+	oc, has := rcc.M[addr]
+	if has && oc != nil {
+		return false
+	}
+
+	rcc.M[addr] = client
+	return true
+}
diff --git a/src/modules/collector/sys/funcs/push.go b/src/modules/collector/sys/funcs/push.go
index 8728014f..225b10f9 100644
--- a/src/modules/collector/sys/funcs/push.go
+++ b/src/modules/collector/sys/funcs/push.go
@@ -44,45 +44,25 @@ func Push(metricItems []*dataobj.MetricValue) error {
 		items = append(items, item)
 	}
 
-	var mh codec.MsgpackHandle
-	mh.MapType = reflect.TypeOf(map[string]interface{}(nil))
-
 	addrs := address.GetRPCAddresses("transfer")
 	count := len(addrs)
 	retry := 0
 	for {
 		for _, i := range rand.Perm(count) {
 			addr := addrs[i]
-			var conn net.Conn
-			conn, err = net.DialTimeout("tcp", addr, time.Millisecond*3000)
-			if err != nil {
-				logger.Error("dial transfer err:", err)
-				continue
-			}
-
-			var bufconn = struct { // bufconn here is a buffered io.ReadWriteCloser
-				io.Closer
-				*bufio.Reader
-				*bufio.Writer
-			}{conn, bufio.NewReader(conn), bufio.NewWriter(conn)}
-
-			rpcCodec := codec.MsgpackSpecRpc.ClientCodec(bufconn, &mh)
-			client := rpc.NewClientWithCodec(rpcCodec)
-
-			var reply dataobj.TransferResp
-			err = client.Call("Transfer.Push", items, &reply)
-			client.Close()
+			reply, err := rpcCall(addr, items)
 			if err != nil {
 				logger.Error(err)
 				continue
 			} else {
 				if reply.Msg != "ok" {
-					err = fmt.Errorf("some item push err", reply)
+					err = fmt.Errorf("some item push err: %s", reply.Msg)
 					logger.Error(err)
 				}
 				return err
 			}
 		}
+
 		time.Sleep(time.Millisecond * 500)
 
 		retry += 1
@@ -94,6 +74,73 @@ func Push(metricItems []*dataobj.MetricValue) error {
 	return err
 }
 
+func rpcCall(addr string, items []*dataobj.MetricValue) (dataobj.TransferResp, error) {
+	var reply dataobj.TransferResp
+	var err error
+
+	affected := false
+	client := rpcClients.Get(addr)
+	if client == nil {
+		client, err = rpcClient(addr)
+		if err != nil {
+			return reply, err
+		} else {
+			affected = rpcClients.Put(addr, client)
+		}
+	}
+
+	timeout := time.Duration(8) * time.Second
+	done := make(chan error, 1)
+
+	go func() {
+		err := client.Call("Transfer.Push", items, &reply)
+		done <- err
+	}()
+
+	select {
+	case <-time.After(timeout):
+		logger.Warningf("rpc call timeout, transfer addr: %s", addr)
+		rpcClients.Put(addr, nil)
+		client.Close()
+		return reply, fmt.Errorf("%s rpc call timeout", addr)
+	case err := <-done:
+		if err != nil {
+			rpcClients.Put(addr, nil)
+			client.Close()
+			return reply, err
+		}
+	}
+
+	if !affected {
+		// 我尝试把自己这个client塞进map失败，说明已经有一个client塞进去了，那我自己用完了就关闭
+		client.Close()
+	}
+
+	return reply, nil
+}
+
+func rpcClient(addr string) (*rpc.Client, error) {
+	conn, err := net.DialTimeout("tcp", addr, time.Second*3)
+	if err != nil {
+		err = fmt.Errorf("dial transfer %s fail: %v", addr, err)
+		logger.Error(err)
+		return nil, err
+	}
+
+	var bufConn = struct {
+		io.Closer
+		*bufio.Reader
+		*bufio.Writer
+	}{conn, bufio.NewReader(conn), bufio.NewWriter(conn)}
+
+	var mh codec.MsgpackHandle
+	mh.MapType = reflect.TypeOf(map[string]interface{}(nil))
+
+	rpcCodec := codec.MsgpackSpecRpc.ClientCodec(bufConn, &mh)
+	client := rpc.NewClientWithCodec(rpcCodec)
+	return client, nil
+}
+
 func CounterToGauge(item *dataobj.MetricValue) error {
 	key := item.PK()