diff --git a/src/modules/judge/backend/query/init.go b/src/modules/judge/backend/query/init.go
index a93b52da..a11a7d8a 100644
--- a/src/modules/judge/backend/query/init.go
+++ b/src/modules/judge/backend/query/init.go
@@ -2,10 +2,11 @@ package query
 
 import (
 	"github.com/didi/nightingale/src/toolkits/address"
+	"github.com/didi/nightingale/src/toolkits/pools"
 )
 
 var (
-	TransferConnPools *ConnPools = &ConnPools{}
+	TransferConnPools *pools.ConnPools
 
 	connTimeout int32
 	callTimeout int32
@@ -24,6 +25,7 @@ type SeriesQuerySection struct {
 
 func Init(cfg SeriesQuerySection) {
 	Config = cfg
-	TransferConnPools = CreateConnPools(Config.MaxConn, Config.MaxIdle,
-		Config.ConnTimeout, Config.CallTimeout, address.GetRPCAddresses("transfer"))
+	TransferConnPools = pools.NewConnPools(
+		Config.MaxConn, Config.MaxIdle, Config.ConnTimeout, Config.CallTimeout, address.GetRPCAddresses("transfer"),
+	)
 }
diff --git a/src/modules/judge/backend/query/pool.go b/src/modules/judge/backend/query/pool.go
deleted file mode 100644
index 06bfb1e4..00000000
--- a/src/modules/judge/backend/query/pool.go
+++ /dev/null
@@ -1,133 +0,0 @@
-package query
-
-import (
-	"bufio"
-	"fmt"
-	"io"
-	"math/rand"
-	"net"
-	"net/rpc"
-	"reflect"
-	"sync"
-	"time"
-
-	"github.com/toolkits/pkg/pool"
-	"github.com/ugorji/go/codec"
-)
-
-// 每个后端backend对应一个ConnPool
-type ConnPools struct {
-	sync.RWMutex
-	Pools       []*pool.ConnPool
-	MaxConns    int
-	MaxIdle     int
-	ConnTimeout int
-	CallTimeout int
-}
-
-func CreateConnPools(maxConns, maxIdle, connTimeout, callTimeout int, cluster []string) *ConnPools {
-	cp := &ConnPools{Pools: []*pool.ConnPool{}, MaxConns: maxConns, MaxIdle: maxIdle,
-		ConnTimeout: connTimeout, CallTimeout: callTimeout}
-
-	ct := time.Duration(cp.ConnTimeout) * time.Millisecond
-	for _, address := range cluster {
-		cp.Pools = append(cp.Pools, createOnePool(address, address, ct, maxConns, maxIdle))
-	}
-
-	return cp
-}
-
-func createOnePool(name string, address string, connTimeout time.Duration, maxConns int, maxIdle int) *pool.ConnPool {
-	p := pool.NewConnPool(name, address, maxConns, maxIdle)
-	p.New = func(connName string) (pool.NConn, error) {
-		//校验地址是否正确
-		_, err := net.ResolveTCPAddr("tcp", p.Address)
-		if err != nil {
-			return nil, err
-		}
-
-		conn, err := net.DialTimeout("tcp", p.Address, connTimeout)
-		if err != nil {
-			return nil, err
-		}
-		var mh codec.MsgpackHandle
-		mh.MapType = reflect.TypeOf(map[string]interface{}(nil))
-
-		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)
-		return RpcClient{cli: rpc.NewClientWithCodec(rpcCodec), name: connName}, nil
-	}
-	return p
-}
-
-// 同步发送, 完成发送或超时后 才能返回
-func (cp *ConnPools) Call(method string, args interface{}, resp interface{}) error {
-	connPool := cp.Get()
-
-	conn, err := connPool.Fetch()
-	if err != nil {
-		return fmt.Errorf("get connection fail: conn %v, err %v. proc: %s", conn, err, connPool.Proc())
-	}
-
-	rpcClient := conn.(RpcClient)
-	callTimeout := time.Duration(cp.CallTimeout) * time.Millisecond
-
-	done := make(chan error, 1)
-	go func() {
-		done <- rpcClient.Call(method, args, resp)
-	}()
-
-	select {
-	case <-time.After(callTimeout):
-		connPool.ForceClose(conn)
-		return fmt.Errorf("%v, call timeout", connPool.Proc())
-	case err = <-done:
-		if err != nil {
-			connPool.ForceClose(conn)
-			err = fmt.Errorf(" call failed, err %v. proc: %s", err, connPool.Proc())
-		} else {
-			connPool.Release(conn)
-		}
-		return err
-	}
-}
-
-func (cp *ConnPools) Get() *pool.ConnPool {
-	cp.RLock()
-	defer cp.RUnlock()
-	i := rand.Intn(len(cp.Pools))
-
-	return cp.Pools[i]
-}
-
-// RpcCient, 要实现io.Closer接口
-type RpcClient struct {
-	cli  *rpc.Client
-	name string
-}
-
-func (r RpcClient) Name() string {
-	return r.name
-}
-
-func (r RpcClient) Closed() bool {
-	return r.cli == nil
-}
-
-func (r RpcClient) Close() error {
-	if r.cli != nil {
-		err := r.cli.Close()
-		r.cli = nil
-		return err
-	}
-	return nil
-}
-
-func (r RpcClient) Call(method string, args interface{}, reply interface{}) error {
-	return r.cli.Call(method, args, reply)
-}
diff --git a/src/modules/judge/backend/query/query.go b/src/modules/judge/backend/query/query.go
index 2ed4c569..e09fb097 100644
--- a/src/modules/judge/backend/query/query.go
+++ b/src/modules/judge/backend/query/query.go
@@ -41,7 +41,7 @@ func Query(reqs []*dataobj.QueryData) ([]*dataobj.TsdbQueryResponse, error) {
 	var resp *dataobj.QueryDataResp
 	var err error
 	for i := 0; i < 3; i++ {
-		err = TransferConnPools.Call("Transfer.Query", reqs, &resp)
+		err = TransferConnPools.Call("", "Transfer.Query", reqs, &resp)
 		if err == nil {
 			break
 		}
diff --git a/src/modules/transfer/backend/init.go b/src/modules/transfer/backend/init.go
index 38d718f8..f9737476 100644
--- a/src/modules/transfer/backend/init.go
+++ b/src/modules/transfer/backend/init.go
@@ -3,10 +3,10 @@ package backend
 import (
 	"github.com/toolkits/pkg/container/list"
 	"github.com/toolkits/pkg/container/set"
-	"github.com/toolkits/pkg/pool"
 	"github.com/toolkits/pkg/str"
 
 	"github.com/didi/nightingale/src/modules/transfer/cache"
+	"github.com/didi/nightingale/src/toolkits/pools"
 	"github.com/didi/nightingale/src/toolkits/report"
 	"github.com/didi/nightingale/src/toolkits/stats"
 )
@@ -44,8 +44,8 @@ var (
 	JudgeQueues = cache.SafeJudgeQueue{}
 
 	// 连接池 node_address -> connection_pool
-	TsdbConnPools  = &ConnPools{M: make(map[string]*pool.ConnPool)}
-	JudgeConnPools = &ConnPools{M: make(map[string]*pool.ConnPool)}
+	TsdbConnPools  *pools.ConnPools
+	JudgeConnPools *pools.ConnPools
 
 	connTimeout int32
 	callTimeout int32
@@ -75,11 +75,13 @@ func initConnPools() {
 			tsdbInstances.Add(addr)
 		}
 	}
-	TsdbConnPools = CreateConnPools(Config.MaxConns, Config.MaxIdle,
-		Config.ConnTimeout, Config.CallTimeout, tsdbInstances.ToSlice())
+	TsdbConnPools = pools.NewConnPools(
+		Config.MaxConns, Config.MaxIdle, Config.ConnTimeout, Config.CallTimeout, tsdbInstances.ToSlice(),
+	)
 
-	JudgeConnPools = CreateConnPools(Config.MaxConns, Config.MaxIdle,
-		Config.ConnTimeout, Config.CallTimeout, GetJudges())
+	JudgeConnPools = pools.NewConnPools(
+		Config.MaxConns, Config.MaxIdle, Config.ConnTimeout, Config.CallTimeout, GetJudges(),
+	)
 }
 
 func initSendQueues() {
diff --git a/src/modules/transfer/backend/query.go b/src/modules/transfer/backend/query.go
index 22da12c1..ef8658f0 100644
--- a/src/modules/transfer/backend/query.go
+++ b/src/modules/transfer/backend/query.go
@@ -4,6 +4,7 @@ import (
 	"encoding/json"
 	"errors"
 	"fmt"
+
 	"math"
 	"math/rand"
 	"strings"
@@ -12,6 +13,7 @@ import (
 	"github.com/didi/nightingale/src/dataobj"
 	"github.com/didi/nightingale/src/modules/transfer/calc"
 	"github.com/didi/nightingale/src/toolkits/address"
+	"github.com/didi/nightingale/src/toolkits/pools"
 	"github.com/didi/nightingale/src/toolkits/stats"
 
 	"github.com/toolkits/pkg/logger"
@@ -235,15 +237,15 @@ func QueryOne(para dataobj.TsdbQueryParam) (resp *dataobj.TsdbQueryResponse, err
 	resp = &dataobj.TsdbQueryResponse{}
 
 	pk := dataobj.PKWithCounter(para.Endpoint, para.Counter)
-	pools, err := SelectPoolByPK(pk)
+	ps, err := SelectPoolByPK(pk)
 	if err != nil {
 		return resp, err
 	}
 
-	count := len(pools)
+	count := len(ps)
 	for _, i := range rand.Perm(count) {
-		onePool := pools[i].Pool
-		addr := pools[i].Addr
+		onePool := ps[i].Pool
+		addr := ps[i].Addr
 
 		conn, err := onePool.Fetch()
 		if err != nil {
@@ -251,7 +253,7 @@ func QueryOne(para dataobj.TsdbQueryParam) (resp *dataobj.TsdbQueryResponse, err
 			continue
 		}
 
-		rpcConn := conn.(RpcClient)
+		rpcConn := conn.(pools.RpcClient)
 		if rpcConn.Closed() {
 			onePool.ForceClose(conn)
 
@@ -322,21 +324,21 @@ func SelectPoolByPK(pk string) ([]Pool, error) {
 		return []Pool{}, errors.New("node not found")
 	}
 
-	var pools []Pool
+	var ps []Pool
 	for _, addr := range nodeAddrs.Addrs {
 		onePool, found := TsdbConnPools.Get(addr)
 		if !found {
 			logger.Errorf("addr %s not found", addr)
 			continue
 		}
-		pools = append(pools, Pool{Pool: onePool, Addr: addr})
+		ps = append(ps, Pool{Pool: onePool, Addr: addr})
 	}
 
-	if len(pools) < 1 {
-		return pools, errors.New("addr not found")
+	if len(ps) < 1 {
+		return ps, errors.New("addr not found")
 	}
 
-	return pools, nil
+	return ps, nil
 }
 
 func getTags(counter string) (tags string) {
diff --git a/src/modules/transfer/cron/pool.go b/src/modules/transfer/cron/pool.go
index bafe6e93..052a5cd4 100644
--- a/src/modules/transfer/cron/pool.go
+++ b/src/modules/transfer/cron/pool.go
@@ -16,6 +16,6 @@ func RebuildJudgePool() {
 			continue
 		}
 
-		backend.JudgeConnPools.Update(judges)
+		backend.JudgeConnPools.UpdatePools(judges)
 	}
 }
diff --git a/src/modules/tsdb/backend/rpc/init.go b/src/modules/tsdb/backend/rpc/init.go
index 0d2dd549..61a8827d 100644
--- a/src/modules/tsdb/backend/rpc/init.go
+++ b/src/modules/tsdb/backend/rpc/init.go
@@ -1,12 +1,12 @@
 package rpc
 
 import (
-	"github.com/toolkits/pkg/pool"
+	"github.com/didi/nightingale/src/toolkits/pools"
 )
 
 var (
 	// 连接池 node_address -> connection_pool
-	IndexConnPools *ConnPools = &ConnPools{M: make(map[string]*pool.ConnPool)}
+	IndexConnPools *pools.ConnPools
 	Config         RpcClientSection
 )
 
@@ -17,12 +17,11 @@ type RpcClientSection struct {
 	CallTimeout int `yaml:"callTimeout"`
 }
 
-func Init(cfg RpcClientSection, indexs []string) {
+func Init(cfg RpcClientSection, indexes []string) {
 	Config = cfg
-	IndexConnPools = CreateConnPools(cfg.MaxConns, cfg.MaxIdle,
-		cfg.ConnTimeout, cfg.CallTimeout, indexs)
+	IndexConnPools = pools.NewConnPools(cfg.MaxConns, cfg.MaxIdle, cfg.ConnTimeout, cfg.CallTimeout, indexes)
 }
 
-func ReNewPools(indexs []string) []string {
-	return IndexConnPools.UpdatePools(indexs)
+func ReNewPools(indexes []string) []string {
+	return IndexConnPools.UpdatePools(indexes)
 }
diff --git a/src/modules/tsdb/backend/rpc/pool.go b/src/modules/tsdb/backend/rpc/pool.go
deleted file mode 100644
index c97952ca..00000000
--- a/src/modules/tsdb/backend/rpc/pool.go
+++ /dev/null
@@ -1,170 +0,0 @@
-package rpc
-
-import (
-	"bufio"
-	"fmt"
-	"io"
-	"net"
-	"net/rpc"
-	"reflect"
-	"sync"
-	"time"
-
-	"github.com/toolkits/pkg/pool"
-
-	"github.com/ugorji/go/codec"
-)
-
-// 每个后端backend对应一个ConnPool
-type ConnPools struct {
-	sync.RWMutex
-	M           map[string]*pool.ConnPool
-	MaxConns    int
-	MaxIdle     int
-	ConnTimeout int
-	CallTimeout int
-}
-
-func CreateConnPools(maxConns, maxIdle, connTimeout, callTimeout int, cluster []string) *ConnPools {
-	cp := &ConnPools{M: make(map[string]*pool.ConnPool), MaxConns: maxConns, MaxIdle: maxIdle,
-		ConnTimeout: connTimeout, CallTimeout: callTimeout}
-
-	ct := time.Duration(cp.ConnTimeout) * time.Millisecond
-	for _, address := range cluster {
-		if _, exist := cp.M[address]; exist {
-			continue
-		}
-		cp.M[address] = createOnePool(address, address, ct, maxConns, maxIdle)
-	}
-
-	return cp
-}
-
-func createOnePool(name string, address string, connTimeout time.Duration, maxConns int, maxIdle int) *pool.ConnPool {
-	p := pool.NewConnPool(name, address, maxConns, maxIdle)
-	p.New = func(connName string) (pool.NConn, error) {
-		//校验地址是否正确
-		_, err := net.ResolveTCPAddr("tcp", p.Address)
-		if err != nil {
-			return nil, err
-		}
-
-		conn, err := net.DialTimeout("tcp", p.Address, connTimeout)
-		if err != nil {
-			return nil, err
-		}
-		var mh codec.MsgpackHandle
-		mh.MapType = reflect.TypeOf(map[string]interface{}(nil))
-
-		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)
-		return RpcClient{cli: rpc.NewClientWithCodec(rpcCodec), name: connName}, nil
-	}
-	return p
-}
-
-// 同步发送, 完成发送或超时后 才能返回
-func (this *ConnPools) Call(addr, method string, args interface{}, resp interface{}) error {
-	connPool, exists := this.Get(addr)
-	if !exists {
-		return fmt.Errorf("%s has no connection pool", addr)
-	}
-
-	conn, err := connPool.Fetch()
-	if err != nil {
-		return fmt.Errorf("%s get connection fail: conn %v, err %v. proc: %s", addr, conn, err, connPool.Proc())
-	}
-
-	rpcClient := conn.(RpcClient)
-	callTimeout := time.Duration(this.CallTimeout) * time.Millisecond
-
-	done := make(chan error, 1)
-	go func() {
-		done <- rpcClient.Call(method, args, resp)
-	}()
-
-	select {
-	case <-time.After(callTimeout):
-		connPool.ForceClose(conn)
-		return fmt.Errorf("%s, call timeout", addr)
-	case err = <-done:
-		if err != nil {
-			connPool.ForceClose(conn)
-			err = fmt.Errorf("%s, call failed, err %v. proc: %s", addr, err, connPool.Proc())
-		} else {
-			connPool.Release(conn)
-		}
-		return err
-	}
-}
-
-func (this *ConnPools) Get(address string) (*pool.ConnPool, bool) {
-	this.RLock()
-	defer this.RUnlock()
-	p, exists := this.M[address]
-	return p, exists
-}
-
-func (c *ConnPools) UpdatePools(addrs []string) []string {
-	c.Lock()
-	defer c.Unlock()
-	newAddrs := []string{}
-
-	if len(addrs) == 0 {
-		c.M = make(map[string]*pool.ConnPool)
-		return newAddrs
-	}
-	addrMap := make(map[string]struct{})
-
-	ct := time.Duration(c.ConnTimeout) * time.Millisecond
-	for _, addr := range addrs {
-		addrMap[addr] = struct{}{}
-		_, exists := c.M[addr]
-		if exists {
-			continue
-		}
-		newAddrs = append(newAddrs, addr)
-		c.M[addr] = createOnePool(addr, addr, ct, c.MaxConns, c.MaxIdle)
-	}
-
-	for addr := range c.M { //删除旧的地址
-		if _, exists := addrMap[addr]; !exists {
-			delete(c.M, addr)
-		}
-	}
-
-	return newAddrs
-
-}
-
-// RpcCient, 要实现io.Closer接口
-type RpcClient struct {
-	cli  *rpc.Client
-	name string
-}
-
-func (this RpcClient) Name() string {
-	return this.name
-}
-
-func (this RpcClient) Closed() bool {
-	return this.cli == nil
-}
-
-func (this RpcClient) Close() error {
-	if this.cli != nil {
-		err := this.cli.Close()
-		this.cli = nil
-		return err
-	}
-	return nil
-}
-
-func (this RpcClient) Call(method string, args interface{}, reply interface{}) error {
-	return this.cli.Call(method, args, reply)
-}
diff --git a/src/modules/tsdb/migrate/init.go b/src/modules/tsdb/migrate/init.go
index 6546ed79..cb2d6c21 100644
--- a/src/modules/tsdb/migrate/init.go
+++ b/src/modules/tsdb/migrate/init.go
@@ -6,8 +6,9 @@ import (
 	"github.com/toolkits/pkg/container/list"
 	"github.com/toolkits/pkg/container/set"
 	"github.com/toolkits/pkg/logger"
-	"github.com/toolkits/pkg/pool"
 	"github.com/toolkits/pkg/str"
+
+	"github.com/didi/nightingale/src/toolkits/pools"
 )
 
 type MigrateSection struct {
@@ -39,8 +40,8 @@ var (
 	NewTsdbNodeRing *ConsistentHashRing
 
 	// 连接池 node_address -> connection_pool
-	TsdbConnPools    *ConnPools = &ConnPools{M: make(map[string]*pool.ConnPool)}
-	NewTsdbConnPools *ConnPools = &ConnPools{M: make(map[string]*pool.ConnPool)}
+	TsdbConnPools    *pools.ConnPools
+	NewTsdbConnPools *pools.ConnPools
 )
 
 type QueueFilter struct {
@@ -87,16 +88,18 @@ func initConnPools() {
 	for _, addr := range Config.OldCluster {
 		tsdbInstances.Add(addr)
 	}
-	TsdbConnPools = CreateConnPools(Config.MaxConns, Config.MaxIdle,
-		Config.ConnTimeout, Config.CallTimeout, tsdbInstances.ToSlice())
+	TsdbConnPools = pools.NewConnPools(
+		Config.MaxConns, Config.MaxIdle, Config.ConnTimeout, Config.CallTimeout, tsdbInstances.ToSlice(),
+	)
 
 	// tsdb
 	newTsdbInstances := set.NewSafeSet()
 	for _, addr := range Config.NewCluster {
 		newTsdbInstances.Add(addr)
 	}
-	NewTsdbConnPools = CreateConnPools(Config.MaxConns, Config.MaxIdle,
-		Config.ConnTimeout, Config.CallTimeout, newTsdbInstances.ToSlice())
+	NewTsdbConnPools = pools.NewConnPools(
+		Config.MaxConns, Config.MaxIdle, Config.ConnTimeout, Config.CallTimeout, newTsdbInstances.ToSlice(),
+	)
 }
 
 func initQueues() {
diff --git a/src/modules/tsdb/migrate/pool.go b/src/modules/tsdb/migrate/pool.go
deleted file mode 100644
index 8daf033e..00000000
--- a/src/modules/tsdb/migrate/pool.go
+++ /dev/null
@@ -1,137 +0,0 @@
-package migrate
-
-import (
-	"bufio"
-	"fmt"
-	"io"
-	"net"
-	"net/rpc"
-	"reflect"
-	"sync"
-	"time"
-
-	"github.com/toolkits/pkg/pool"
-	"github.com/ugorji/go/codec"
-)
-
-// 每个后端backend对应一个ConnPool
-type ConnPools struct {
-	sync.RWMutex
-	M           map[string]*pool.ConnPool
-	MaxConns    int
-	MaxIdle     int
-	ConnTimeout int
-	CallTimeout int
-}
-
-func CreateConnPools(maxConns, maxIdle, connTimeout, callTimeout int, cluster []string) *ConnPools {
-	cp := &ConnPools{M: make(map[string]*pool.ConnPool), MaxConns: maxConns, MaxIdle: maxIdle,
-		ConnTimeout: connTimeout, CallTimeout: callTimeout}
-
-	ct := time.Duration(cp.ConnTimeout) * time.Millisecond
-	for _, address := range cluster {
-		if _, exist := cp.M[address]; exist {
-			continue
-		}
-		cp.M[address] = createOnePool(address, address, ct, maxConns, maxIdle)
-	}
-
-	return cp
-}
-
-func createOnePool(name string, address string, connTimeout time.Duration, maxConns int, maxIdle int) *pool.ConnPool {
-	p := pool.NewConnPool(name, address, maxConns, maxIdle)
-	p.New = func(connName string) (pool.NConn, error) {
-		//校验地址是否正确
-		_, err := net.ResolveTCPAddr("tcp", p.Address)
-		if err != nil {
-			return nil, err
-		}
-
-		conn, err := net.DialTimeout("tcp", p.Address, connTimeout)
-		if err != nil {
-			return nil, err
-		}
-		var mh codec.MsgpackHandle
-		mh.MapType = reflect.TypeOf(map[string]interface{}(nil))
-
-		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)
-		return RpcClient{cli: rpc.NewClientWithCodec(rpcCodec), name: connName}, nil
-	}
-	return p
-}
-
-// 同步发送, 完成发送或超时后 才能返回
-func (this *ConnPools) Call(addr, method string, args interface{}, resp interface{}) error {
-	connPool, exists := this.Get(addr)
-	if !exists {
-		return fmt.Errorf("%s has no connection pool", addr)
-	}
-
-	conn, err := connPool.Fetch()
-	if err != nil {
-		return fmt.Errorf("%s get connection fail: conn %v, err %v. proc: %s", addr, conn, err, connPool.Proc())
-	}
-
-	rpcClient := conn.(RpcClient)
-	callTimeout := time.Duration(this.CallTimeout) * time.Millisecond
-
-	done := make(chan error, 1)
-	go func() {
-		done <- rpcClient.Call(method, args, resp)
-	}()
-
-	select {
-	case <-time.After(callTimeout):
-		connPool.ForceClose(conn)
-		return fmt.Errorf("%s, call timeout", addr)
-	case err = <-done:
-		if err != nil {
-			connPool.ForceClose(conn)
-			err = fmt.Errorf("%s, call failed, err %v. proc: %s", addr, err, connPool.Proc())
-		} else {
-			connPool.Release(conn)
-		}
-		return err
-	}
-}
-
-func (this *ConnPools) Get(address string) (*pool.ConnPool, bool) {
-	this.RLock()
-	defer this.RUnlock()
-	p, exists := this.M[address]
-	return p, exists
-}
-
-// RpcCient, 要实现io.Closer接口
-type RpcClient struct {
-	cli  *rpc.Client
-	name string
-}
-
-func (this RpcClient) Name() string {
-	return this.name
-}
-
-func (this RpcClient) Closed() bool {
-	return this.cli == nil
-}
-
-func (this RpcClient) Close() error {
-	if this.cli != nil {
-		err := this.cli.Close()
-		this.cli = nil
-		return err
-	}
-	return nil
-}
-
-func (this RpcClient) Call(method string, args interface{}, reply interface{}) error {
-	return this.cli.Call(method, args, reply)
-}
diff --git a/src/modules/tsdb/migrate/query.go b/src/modules/tsdb/migrate/query.go
index 19bec9fd..bd3ead2c 100644
--- a/src/modules/tsdb/migrate/query.go
+++ b/src/modules/tsdb/migrate/query.go
@@ -7,6 +7,7 @@ import (
 	"time"
 
 	"github.com/didi/nightingale/src/dataobj"
+	"github.com/didi/nightingale/src/toolkits/pools"
 	"github.com/didi/nightingale/src/toolkits/str"
 
 	"github.com/toolkits/pkg/pool"
@@ -68,19 +69,19 @@ func QueryOne(para dataobj.TsdbQueryParam) (resp *dataobj.TsdbQueryResponse, err
 	resp = &dataobj.TsdbQueryResponse{}
 
 	pk := str.PK(para.Endpoint, para.Counter)
-	pool, addr, err := selectPoolByPK(pk)
+	onePool, addr, err := selectPoolByPK(pk)
 	if err != nil {
 		return resp, err
 	}
 
-	conn, err := pool.Fetch()
+	conn, err := onePool.Fetch()
 	if err != nil {
 		return resp, err
 	}
 
-	rpcConn := conn.(RpcClient)
+	rpcConn := conn.(pools.RpcClient)
 	if rpcConn.Closed() {
-		pool.ForceClose(conn)
+		onePool.ForceClose(conn)
 		return resp, errors.New("conn closed")
 	}
 
@@ -98,20 +99,20 @@ func QueryOne(para dataobj.TsdbQueryParam) (resp *dataobj.TsdbQueryResponse, err
 
 	select {
 	case <-time.After(time.Duration(Config.CallTimeout) * time.Millisecond):
-		pool.ForceClose(conn)
-		return nil, fmt.Errorf("%s, call timeout. proc: %s", addr, pool.Proc())
+		onePool.ForceClose(conn)
+		return nil, fmt.Errorf("%s, call timeout. proc: %s", addr, onePool.Proc())
 	case r := <-ch:
 		if r.Err != nil {
-			pool.ForceClose(conn)
-			return r.Resp, fmt.Errorf("%s, call failed, err %v. proc: %s", addr, r.Err, pool.Proc())
+			onePool.ForceClose(conn)
+			return r.Resp, fmt.Errorf("%s, call failed, err %v. proc: %s", addr, r.Err, onePool.Proc())
 		} else {
-			pool.Release(conn)
+			onePool.Release(conn)
 			if len(r.Resp.Values) < 1 {
 				r.Resp.Values = []*dataobj.RRDData{}
 				return r.Resp, nil
 			}
 
-			fixed := []*dataobj.RRDData{}
+			fixed := make([]*dataobj.RRDData, 0)
 			for _, v := range r.Resp.Values {
 				if v == nil || !(v.Timestamp >= start && v.Timestamp <= end) {
 					continue
@@ -136,11 +137,10 @@ func selectPoolByPK(pk string) (*pool.ConnPool, string, error) {
 		return nil, "", errors.New("node not found")
 	}
 
-	pool, found := TsdbConnPools.Get(addr)
+	onePool, found := TsdbConnPools.Get(addr)
 	if !found {
 		return nil, "", errors.New("addr not found")
 	}
 
-	return pool, addr, nil
-
+	return onePool, addr, nil
 }
diff --git a/src/modules/transfer/backend/pool.go b/src/toolkits/pools/pools.go
similarity index 54%
rename from src/modules/transfer/backend/pool.go
rename to src/toolkits/pools/pools.go
index 4de9e87d..6df239ee 100644
--- a/src/modules/transfer/backend/pool.go
+++ b/src/toolkits/pools/pools.go
@@ -1,4 +1,4 @@
-package backend
+package pools
 
 import (
 	"bufio"
@@ -11,38 +11,43 @@ import (
 	"time"
 
 	"github.com/toolkits/pkg/pool"
+
 	"github.com/ugorji/go/codec"
 )
 
-// backend -> ConnPool
+// ConnPools is responsible for the Connection Pool lifecycle management.
 type ConnPools struct {
 	sync.RWMutex
-	M           map[string]*pool.ConnPool
+	P           map[string]*pool.ConnPool
 	MaxConns    int
 	MaxIdle     int
 	ConnTimeout int
 	CallTimeout int
 }
 
-func CreateConnPools(maxConns, maxIdle, connTimeout, callTimeout int, cluster []string) *ConnPools {
-	cp := &ConnPools{M: make(map[string]*pool.ConnPool), MaxConns: maxConns, MaxIdle: maxIdle,
-		ConnTimeout: connTimeout, CallTimeout: callTimeout}
+func NewConnPools(maxConns, maxIdle, connTimeout, callTimeout int, cluster []string) *ConnPools {
+	cp := &ConnPools{
+		P:           make(map[string]*pool.ConnPool),
+		MaxConns:    maxConns,
+		MaxIdle:     maxIdle,
+		ConnTimeout: connTimeout,
+		CallTimeout: callTimeout,
+	}
 
 	ct := time.Duration(cp.ConnTimeout) * time.Millisecond
 	for _, address := range cluster {
-		if _, exist := cp.M[address]; exist {
+		if _, exist := cp.P[address]; exist {
 			continue
 		}
-		cp.M[address] = createOnePool(address, address, ct, maxConns, maxIdle)
+		cp.P[address] = createOnePool(address, address, ct, maxConns, maxIdle)
 	}
-
 	return cp
 }
 
 func createOnePool(name, address string, connTimeout time.Duration, maxConns, maxIdle int) *pool.ConnPool {
 	p := pool.NewConnPool(name, address, maxConns, maxIdle)
 	p.New = func(connName string) (pool.NConn, error) {
-		// check address
+		// valid address
 		_, err := net.ResolveTCPAddr("tcp", p.Address)
 		if err != nil {
 			return nil, err
@@ -55,11 +60,12 @@ func createOnePool(name, address string, connTimeout time.Duration, maxConns, ma
 		var mh codec.MsgpackHandle
 		mh.MapType = reflect.TypeOf(map[string]interface{}(nil))
 
-		var bufconn = struct { // bufconn here is a buffered io.ReadWriteCloser
+		// bufconn here is a buffered io.ReadWriteCloser
+		var bufconn = struct {
 			io.Closer
 			*bufio.Reader
 			*bufio.Writer
-		}{conn, bufio.NewReader(conn), bufio.NewWriter(conn)}
+		}{Closer: conn, Reader: bufio.NewReader(conn), Writer: bufio.NewWriter(conn)}
 
 		rpcCodec := codec.MsgpackSpecRpc.ClientCodec(bufconn, &mh)
 		return RpcClient{cli: rpc.NewClientWithCodec(rpcCodec), name: connName}, nil
@@ -67,37 +73,33 @@ func createOnePool(name, address string, connTimeout time.Duration, maxConns, ma
 	return p
 }
 
-func (cp *ConnPools) Update(cluster []string) {
-	cp.Lock()
-	defer cp.Unlock()
-
-	maxConns := Config.MaxConns
-	maxIdle := Config.MaxIdle
-	ct := time.Duration(cp.ConnTimeout) * time.Millisecond
-	newCluster := make(map[string]struct{})
-	for _, address := range cluster {
-		newCluster[address] = struct{}{}
-		if _, exist := cp.M[address]; exist {
-			continue
+// Call will block until request failed or timeout.
+func (cp *ConnPools) Call(addr, method string, args interface{}, resp interface{}) error {
+	var selectedPool *pool.ConnPool
+	var exists bool
+
+	// if address is empty, we will select a available pool from cp.P randomly.
+	// map-range function gets random keys order every time.
+	if addr == "" {
+		for _, p := range cp.P {
+			if p != nil {
+				selectedPool = p
+				break
+			}
 		}
-		cp.M[address] = createOnePool(address, address, ct, maxConns, maxIdle)
-	}
-
-	// delete invalid address from cp.M
-	for address := range cp.M {
-		if _, exists := newCluster[address]; !exists {
-			delete(cp.M, address)
+	} else {
+		selectedPool, exists = cp.Get(addr)
+		if !exists {
+			return fmt.Errorf("%s has no connection pool", addr)
 		}
 	}
-}
 
-// Call will block until the request failed or timeout
-func (cp *ConnPools) Call(addr, method string, args, resp interface{}) error {
-	connPool, exists := cp.Get(addr)
-	if !exists {
-		return fmt.Errorf("%s has no connection pool", addr)
+	// make sure the selected pool alive.
+	if selectedPool == nil {
+		return fmt.Errorf("no connection pool available")
 	}
 
+	connPool := selectedPool
 	conn, err := connPool.Fetch()
 	if err != nil {
 		return fmt.Errorf("%s get connection fail: conn %v, err %v. proc: %s", addr, conn, err, connPool.Proc())
@@ -129,11 +131,44 @@ func (cp *ConnPools) Call(addr, method string, args, resp interface{}) error {
 func (cp *ConnPools) Get(address string) (*pool.ConnPool, bool) {
 	cp.RLock()
 	defer cp.RUnlock()
-	p, exists := cp.M[address]
+
+	p, exists := cp.P[address]
 	return p, exists
 }
 
-// RpcClient implements the io.Closer interface
+func (cp *ConnPools) UpdatePools(addrs []string) []string {
+	cp.Lock()
+	defer cp.Unlock()
+
+	newAddrs := make([]string, 0)
+	if len(addrs) == 0 {
+		cp.P = make(map[string]*pool.ConnPool)
+		return newAddrs
+	}
+	addrMap := make(map[string]struct{})
+
+	ct := time.Duration(cp.ConnTimeout) * time.Millisecond
+	for _, addr := range addrs {
+		addrMap[addr] = struct{}{}
+		_, exists := cp.P[addr]
+		if exists {
+			continue
+		}
+		newAddrs = append(newAddrs, addr)
+		cp.P[addr] = createOnePool(addr, addr, ct, cp.MaxConns, cp.MaxIdle)
+	}
+
+	// remove a pool from cp.P
+	for addr := range cp.P {
+		if _, exists := addrMap[addr]; !exists {
+			delete(cp.P, addr)
+		}
+	}
+
+	return newAddrs
+}
+
+// RpcCient implements the io.Closer interface
 type RpcClient struct {
 	cli  *rpc.Client
 	name string