diff --git a/internal/distributed/proxynode/config_key.go b/internal/distributed/proxynode/config_key.go
new file mode 100644
index 0000000000000000000000000000000000000000..b22ba11e15896860911321cf7e963417525645c6
--- /dev/null
+++ b/internal/distributed/proxynode/config_key.go
@@ -0,0 +1,24 @@
+package grpcproxynode
+
+const (
+	StartParamsKey                     = "START_PARAMS"
+	MasterPort                         = "master.port"
+	MasterHost                         = "master.address"
+	PulsarPort                         = "pulsar.port"
+	PulsarHost                         = "pulsar.address"
+	IndexServerPort                    = "indexBuilder.port"
+	IndexServerHost                    = "indexBuilder.address"
+	QueryNodeIDList                    = "nodeID.queryNodeIDList"
+	TimeTickInterval                   = "proxyNode.timeTickInterval"
+	SubName                            = "msgChannel.subNamePrefix.proxySubNamePrefix"
+	TimeTickChannelNames               = "msgChannel.chanNamePrefix.proxyTimeTick"
+	MsgStreamInsertBufSize             = "proxyNode.msgStream.insert.bufSize"
+	MsgStreamSearchBufSize             = "proxyNode.msgStream.search.bufSize"
+	MsgStreamSearchResultBufSize       = "proxyNode.msgStream.searchResult.recvBufSize"
+	MsgStreamSearchResultPulsarBufSize = "proxyNode.msgStream.searchResult.pulsarBufSize"
+	MsgStreamTimeTickBufSize           = "proxyNode.msgStream.timeTick.bufSize"
+	MaxNameLength                      = "proxyNode.maxNameLength"
+	MaxFieldNum                        = "proxyNode.maxFieldNum"
+	MaxDimension                       = "proxyNode.MaxDimension"
+	DefaultPartitionTag                = "common.defaultPartitionTag"
+)
diff --git a/internal/distributed/proxynode/paramtable.go b/internal/distributed/proxynode/paramtable.go
new file mode 100644
index 0000000000000000000000000000000000000000..d2fddef81c2d866e632b4bed0ceb6ed87d03548e
--- /dev/null
+++ b/internal/distributed/proxynode/paramtable.go
@@ -0,0 +1,46 @@
+package grpcproxynode
+
+import (
+	"net"
+	"strconv"
+
+	"github.com/zilliztech/milvus-distributed/internal/util/paramtable"
+)
+
+type ParamTable struct {
+	paramtable.BaseTable
+
+	ProxyServiceAddress string
+}
+
+var Params ParamTable
+
+func (pt *ParamTable) Init() {
+	pt.BaseTable.Init()
+
+	pt.initProxyServiceAddress()
+}
+
+func (pt *ParamTable) initProxyServiceAddress() {
+	addr, err := pt.Load("proxyService.address")
+	if err != nil {
+		panic(err)
+	}
+
+	hostName, _ := net.LookupHost(addr)
+	if len(hostName) <= 0 {
+		if ip := net.ParseIP(addr); ip == nil {
+			panic("invalid ip proxyService.address")
+		}
+	}
+
+	port, err := pt.Load("proxyService.port")
+	if err != nil {
+		panic(err)
+	}
+	_, err = strconv.Atoi(port)
+	if err != nil {
+		panic(err)
+	}
+	pt.ProxyServiceAddress = addr + ":" + port
+}
diff --git a/internal/distributed/proxynode/service.go b/internal/distributed/proxynode/service.go
index 825aae916914a6ab5a088dbe095a6ca86d546a5e..f98ffe20b27b6967db04cf4426cfaa8962307c11 100644
--- a/internal/distributed/proxynode/service.go
+++ b/internal/distributed/proxynode/service.go
@@ -1,11 +1,20 @@
 package grpcproxynode
 
 import (
+	"bytes"
 	"context"
 	"net"
 	"os"
 	"strconv"
+	"strings"
 	"sync"
+	"time"
+
+	"github.com/zilliztech/milvus-distributed/internal/util/typeutil"
+
+	"github.com/spf13/viper"
+
+	"github.com/zilliztech/milvus-distributed/internal/proto/internalpb2"
 
 	"github.com/go-basic/ipv4"
 
@@ -36,10 +45,125 @@ func CreateProxyNodeServer() (*Server, error) {
 	return &Server{}, nil
 }
 
+func (s *Server) loadConfigFromInitParams(initParams *internalpb2.InitParams) error {
+	proxynode.Params.ProxyID = initParams.NodeID
+
+	config := viper.New()
+	config.SetConfigType("yaml")
+	for _, pair := range initParams.StartParams {
+		if pair.Key == StartParamsKey {
+			err := config.ReadConfig(bytes.NewBuffer([]byte(pair.Value)))
+			if err != nil {
+				return err
+			}
+			break
+		}
+	}
+
+	masterPort := config.GetString(MasterPort)
+	masterHost := config.GetString(MasterHost)
+	proxynode.Params.MasterAddress = masterHost + ":" + masterPort
+
+	pulsarPort := config.GetString(PulsarPort)
+	pulsarHost := config.GetString(PulsarHost)
+	proxynode.Params.PulsarAddress = pulsarHost + ":" + pulsarPort
+
+	indexServerPort := config.GetString(IndexServerPort)
+	indexServerHost := config.GetString(IndexServerHost)
+	proxynode.Params.IndexServerAddress = indexServerHost + ":" + indexServerPort
+
+	queryNodeIDList := config.GetString(QueryNodeIDList)
+	proxynode.Params.QueryNodeIDList = nil
+	queryNodeIDs := strings.Split(queryNodeIDList, ",")
+	for _, queryNodeID := range queryNodeIDs {
+		v, err := strconv.Atoi(queryNodeID)
+		if err != nil {
+			return err
+		}
+		proxynode.Params.QueryNodeIDList = append(proxynode.Params.QueryNodeIDList, typeutil.UniqueID(v))
+	}
+	proxynode.Params.QueryNodeNum = len(proxynode.Params.QueryNodeIDList)
+
+	timeTickInterval := config.GetString(TimeTickInterval)
+	interval, err := strconv.Atoi(timeTickInterval)
+	if err != nil {
+		return err
+	}
+	proxynode.Params.TimeTickInterval = time.Duration(interval) * time.Millisecond
+
+	subName := config.GetString(SubName)
+	proxynode.Params.ProxySubName = subName
+
+	timeTickChannelNames := config.GetString(TimeTickChannelNames)
+	proxynode.Params.ProxyTimeTickChannelNames = []string{timeTickChannelNames}
+
+	msgStreamInsertBufSizeStr := config.GetString(MsgStreamInsertBufSize)
+	msgStreamInsertBufSize, err := strconv.Atoi(msgStreamInsertBufSizeStr)
+	if err != nil {
+		return err
+	}
+	proxynode.Params.MsgStreamInsertBufSize = int64(msgStreamInsertBufSize)
+
+	msgStreamSearchBufSizeStr := config.GetString(MsgStreamSearchBufSize)
+	msgStreamSearchBufSize, err := strconv.Atoi(msgStreamSearchBufSizeStr)
+	if err != nil {
+		return err
+	}
+	proxynode.Params.MsgStreamSearchBufSize = int64(msgStreamSearchBufSize)
+
+	msgStreamSearchResultBufSizeStr := config.GetString(MsgStreamSearchResultBufSize)
+	msgStreamSearchResultBufSize, err := strconv.Atoi(msgStreamSearchResultBufSizeStr)
+	if err != nil {
+		return err
+	}
+	proxynode.Params.MsgStreamSearchResultBufSize = int64(msgStreamSearchResultBufSize)
+
+	msgStreamSearchResultPulsarBufSizeStr := config.GetString(MsgStreamSearchResultPulsarBufSize)
+	msgStreamSearchResultPulsarBufSize, err := strconv.Atoi(msgStreamSearchResultPulsarBufSizeStr)
+	if err != nil {
+		return err
+	}
+	proxynode.Params.MsgStreamSearchResultPulsarBufSize = int64(msgStreamSearchResultPulsarBufSize)
+
+	msgStreamTimeTickBufSizeStr := config.GetString(MsgStreamTimeTickBufSize)
+	msgStreamTimeTickBufSize, err := strconv.Atoi(msgStreamTimeTickBufSizeStr)
+	if err != nil {
+		return err
+	}
+	proxynode.Params.MsgStreamTimeTickBufSize = int64(msgStreamTimeTickBufSize)
+
+	maxNameLengthStr := config.GetString(MaxNameLength)
+	maxNameLength, err := strconv.Atoi(maxNameLengthStr)
+	if err != nil {
+		return err
+	}
+	proxynode.Params.MaxNameLength = int64(maxNameLength)
+
+	maxFieldNumStr := config.GetString(MaxFieldNum)
+	maxFieldNum, err := strconv.Atoi(maxFieldNumStr)
+	if err != nil {
+		return err
+	}
+	proxynode.Params.MaxFieldNum = int64(maxFieldNum)
+
+	maxDimensionStr := config.GetString(MaxDimension)
+	maxDimension, err := strconv.Atoi(maxDimensionStr)
+	if err != nil {
+		return err
+	}
+	proxynode.Params.MaxDimension = int64(maxDimension)
+
+	defaultPartitionTag := config.GetString(DefaultPartitionTag)
+	proxynode.Params.DefaultPartitionTag = defaultPartitionTag
+
+	return nil
+}
+
 func (s *Server) connectProxyService() error {
+	Params.Init()
 	proxynode.Params.Init()
 
-	s.proxyServiceAddress = proxynode.Params.ProxyServiceAddress()
+	s.proxyServiceAddress = Params.ProxyServiceAddress
 	s.proxyServiceClient = grpcproxyservice.NewClient(s.proxyServiceAddress)
 
 	getAvailablePort := func() int {
@@ -74,13 +198,7 @@ func (s *Server) connectProxyService() error {
 		panic(err)
 	}
 
-	proxynode.Params.Save("_proxyID", strconv.Itoa(int(response.InitParams.NodeID)))
-
-	for _, params := range response.InitParams.StartParams {
-		proxynode.Params.Save(params.Key, params.Value)
-	}
-
-	return err
+	return s.loadConfigFromInitParams(response.InitParams)
 }
 
 func (s *Server) Init() error {
diff --git a/internal/proxynode/component_clients.go b/internal/proxynode/component_clients.go
new file mode 100644
index 0000000000000000000000000000000000000000..aa948e38dc84b9d81593531e40a9e0875e2ed9b1
--- /dev/null
+++ b/internal/proxynode/component_clients.go
@@ -0,0 +1,66 @@
+package proxynode
+
+import (
+	"github.com/zilliztech/milvus-distributed/internal/proto/commonpb"
+	"github.com/zilliztech/milvus-distributed/internal/proto/indexpb"
+	"github.com/zilliztech/milvus-distributed/internal/proto/milvuspb"
+)
+
+type MasterClientInterface interface {
+	Init() error
+	Start() error
+	Stop() error
+
+	CreateCollection(in *milvuspb.CreateCollectionRequest) (*commonpb.Status, error)
+	DropCollection(in *milvuspb.DropCollectionRequest) (*commonpb.Status, error)
+	HasCollection(in *milvuspb.HasCollectionRequest) (*milvuspb.BoolResponse, error)
+	DescribeCollection(in *milvuspb.DescribeCollectionRequest) (*milvuspb.DescribeCollectionResponse, error)
+	ShowCollections(in *milvuspb.ShowCollectionRequest) (*milvuspb.ShowCollectionResponse, error)
+	CreatePartition(in *milvuspb.CreatePartitionRequest) (*commonpb.Status, error)
+	DropPartition(in *milvuspb.DropPartitionRequest) (*commonpb.Status, error)
+	HasPartition(in *milvuspb.HasPartitionRequest) (*milvuspb.BoolResponse, error)
+	ShowPartitions(in *milvuspb.ShowPartitionRequest) (*milvuspb.ShowPartitionResponse, error)
+	CreateIndex(in *milvuspb.CreateIndexRequest) (*commonpb.Status, error)
+	DescribeIndex(in *milvuspb.DescribeIndexRequest) (*milvuspb.DescribeIndexResponse, error)
+}
+
+type IndexServiceClient interface {
+	Init() error
+	Start() error
+	Stop() error
+
+	GetIndexStates(req *indexpb.IndexStatesRequest) (*indexpb.IndexStatesResponse, error)
+}
+
+type QueryServiceClient interface {
+	Init() error
+	Start() error
+	Stop() error
+
+	GetSearchChannelNames() ([]string, error)
+	GetSearchResultChannelNames() ([]string, error)
+}
+
+type DataServiceClient interface {
+	Init() error
+	Start() error
+	Stop() error
+
+	GetInsertChannelNames() ([]string, error)
+}
+
+func (node *NodeImpl) SetMasterClient(cli MasterClientInterface) {
+	node.masterClient = cli
+}
+
+func (node *NodeImpl) SetIndexServiceClient(cli IndexServiceClient) {
+	node.indexServiceClient = cli
+}
+
+func (node *NodeImpl) SetQueryServiceClient(cli QueryServiceClient) {
+	node.queryServiceClient = cli
+}
+
+func (node *NodeImpl) SetDataServiceClient(cli DataServiceClient) {
+	node.dataServiceClient = cli
+}
diff --git a/internal/proxynode/impl.go b/internal/proxynode/impl.go
index 37dc99332cad3539547cab3f7b8001c8449cb2a2..748fcefd1141cdb4e6fa1940453aa310e08fedfd 100644
--- a/internal/proxynode/impl.go
+++ b/internal/proxynode/impl.go
@@ -503,7 +503,6 @@ func (node *NodeImpl) GetIndexState(ctx context.Context, request *milvuspb.Index
 	dipt := &GetIndexStateTask{
 		Condition:         NewTaskCondition(ctx),
 		IndexStateRequest: request,
-		masterClient:      node.masterClient,
 	}
 
 	var cancel func()
@@ -568,7 +567,7 @@ func (node *NodeImpl) Insert(ctx context.Context, request *milvuspb.InsertReques
 		rowIDAllocator:        node.idAllocator,
 	}
 	if len(it.PartitionName) <= 0 {
-		it.PartitionName = Params.defaultPartitionTag()
+		it.PartitionName = Params.DefaultPartitionTag
 	}
 
 	var cancel func()
@@ -621,9 +620,9 @@ func (node *NodeImpl) Search(ctx context.Context, request *milvuspb.SearchReques
 		SearchRequest: internalpb2.SearchRequest{
 			Base: &commonpb.MsgBase{
 				MsgType:  commonpb.MsgType_kSearch,
-				SourceID: Params.ProxyID(),
+				SourceID: Params.ProxyID,
 			},
-			ResultChannelID: strconv.FormatInt(Params.ProxyID(), 10),
+			ResultChannelID: strconv.FormatInt(Params.ProxyID, 10),
 		},
 		queryMsgStream: node.queryMsgStream,
 		resultBuf:      make(chan []*internalpb2.SearchResults),
diff --git a/internal/proxynode/paramtable.go b/internal/proxynode/paramtable.go
index 8dcce983df82872b3513c648ce0ad2550cbfb5e5..40e5a2bdcd10b9a90b55046f7b20d450048376f5 100644
--- a/internal/proxynode/paramtable.go
+++ b/internal/proxynode/paramtable.go
@@ -13,6 +13,34 @@ import (
 
 type ParamTable struct {
 	paramtable.BaseTable
+
+	NetworkPort                        int
+	NetworkAddress                     string
+	ProxyServiceAddress                string
+	MasterAddress                      string
+	PulsarAddress                      string
+	IndexServerAddress                 string
+	QueryNodeNum                       int
+	QueryNodeIDList                    []UniqueID
+	ProxyID                            UniqueID
+	TimeTickInterval                   time.Duration
+	InsertChannelNames                 []string
+	DeleteChannelNames                 []string
+	K2SChannelNames                    []string
+	SearchChannelNames                 []string
+	SearchResultChannelNames           []string
+	ProxySubName                       string
+	ProxyTimeTickChannelNames          []string
+	DataDefinitionChannelNames         []string
+	MsgStreamInsertBufSize             int64
+	MsgStreamSearchBufSize             int64
+	MsgStreamSearchResultBufSize       int64
+	MsgStreamSearchResultPulsarBufSize int64
+	MsgStreamTimeTickBufSize           int64
+	MaxNameLength                      int64
+	MaxFieldNum                        int64
+	MaxDimension                       int64
+	DefaultPartitionTag                string
 }
 
 var Params ParamTable
@@ -20,28 +48,40 @@ var Params ParamTable
 func (pt *ParamTable) Init() {
 	pt.BaseTable.Init()
 
-	err := pt.LoadYaml("advanced/proxy_node.yaml")
-	if err != nil {
-		panic(err)
-	}
-
-	proxyIDStr := os.Getenv("PROXY_ID")
-	if proxyIDStr == "" {
-		proxyIDList := pt.ProxyIDList()
-		if len(proxyIDList) <= 0 {
-			proxyIDStr = "0"
-		} else {
-			proxyIDStr = strconv.Itoa(int(proxyIDList[0]))
-		}
-	}
-	pt.Save("_proxyID", proxyIDStr)
+	pt.initNetworkPort()
+	pt.initNetworkAddress()
+	pt.initProxyServiceAddress()
+	pt.initMasterAddress()
+	pt.initPulsarAddress()
+	pt.initIndexServerAddress()
+	pt.initQueryNodeIDList()
+	pt.initQueryNodeNum()
+	pt.initProxyID()
+	pt.initTimeTickInterval()
+	pt.initInsertChannelNames()
+	pt.initDeleteChannelNames()
+	pt.initK2SChannelNames()
+	pt.initSearchChannelNames()
+	pt.initSearchResultChannelNames()
+	pt.initProxySubName()
+	pt.initProxyTimeTickChannelNames()
+	pt.initDataDefinitionChannelNames()
+	pt.initMsgStreamInsertBufSize()
+	pt.initMsgStreamSearchBufSize()
+	pt.initMsgStreamSearchResultBufSize()
+	pt.initMsgStreamSearchResultPulsarBufSize()
+	pt.initMsgStreamTimeTickBufSize()
+	pt.initMaxNameLength()
+	pt.initMaxFieldNum()
+	pt.initMaxDimension()
+	pt.initDefaultPartitionTag()
 }
 
-func (pt *ParamTable) NetworkPort() int {
-	return pt.ParseInt("proxyNode.port")
+func (pt *ParamTable) initNetworkPort() {
+	pt.NetworkPort = pt.ParseInt("proxyNode.port")
 }
 
-func (pt *ParamTable) NetworkAddress() string {
+func (pt *ParamTable) initNetworkAddress() {
 	addr, err := pt.Load("proxyNode.address")
 	if err != nil {
 		panic(err)
@@ -62,14 +102,14 @@ func (pt *ParamTable) NetworkAddress() string {
 	if err != nil {
 		panic(err)
 	}
-	return addr + ":" + port
+
+	pt.NetworkAddress = addr + ":" + port
 }
 
-func (pt *ParamTable) ProxyServiceAddress() string {
+func (pt *ParamTable) initProxyServiceAddress() {
 	addressFromEnv := os.Getenv("PROXY_SERVICE_ADDRESS")
 	if len(addressFromEnv) > 0 {
-		// TODO: or write to param table?
-		return addressFromEnv
+		pt.ProxyServiceAddress = addressFromEnv
 	}
 
 	addr, err := pt.Load("proxyService.address")
@@ -92,35 +132,55 @@ func (pt *ParamTable) ProxyServiceAddress() string {
 	if err != nil {
 		panic(err)
 	}
-	return addr + ":" + port
+	pt.ProxyServiceAddress = addr + ":" + port
 }
 
-func (pt *ParamTable) MasterAddress() string {
+func (pt *ParamTable) initMasterAddress() {
 	ret, err := pt.Load("_MasterAddress")
 	if err != nil {
 		panic(err)
 	}
-	return ret
+	pt.MasterAddress = ret
 }
 
-func (pt *ParamTable) PulsarAddress() string {
+func (pt *ParamTable) initPulsarAddress() {
 	ret, err := pt.Load("_PulsarAddress")
 	if err != nil {
 		panic(err)
 	}
-	return ret
+	pt.PulsarAddress = ret
 }
 
-func (pt *ParamTable) ProxyNum() int {
-	ret := pt.ProxyIDList()
-	return len(ret)
+func (pt *ParamTable) initIndexServerAddress() {
+	addr, err := pt.Load("indexServer.address")
+	if err != nil {
+		panic(err)
+	}
+
+	hostName, _ := net.LookupHost(addr)
+	if len(hostName) <= 0 {
+		if ip := net.ParseIP(addr); ip == nil {
+			panic("invalid ip indexServer.address")
+		}
+	}
+
+	port, err := pt.Load("indexServer.port")
+	if err != nil {
+		panic(err)
+	}
+	_, err = strconv.Atoi(port)
+	if err != nil {
+		panic(err)
+	}
+
+	pt.IndexServerAddress = addr + ":" + port
 }
 
-func (pt *ParamTable) queryNodeNum() int {
-	return len(pt.queryNodeIDList())
+func (pt *ParamTable) initQueryNodeNum() {
+	pt.QueryNodeNum = len(pt.QueryNodeIDList)
 }
 
-func (pt *ParamTable) queryNodeIDList() []UniqueID {
+func (pt *ParamTable) initQueryNodeIDList() []UniqueID {
 	queryNodeIDStr, err := pt.Load("nodeID.queryNodeIDList")
 	if err != nil {
 		panic(err)
@@ -137,7 +197,7 @@ func (pt *ParamTable) queryNodeIDList() []UniqueID {
 	return ret
 }
 
-func (pt *ParamTable) ProxyID() UniqueID {
+func (pt *ParamTable) initProxyID() {
 	proxyID, err := pt.Load("_proxyID")
 	if err != nil {
 		panic(err)
@@ -146,10 +206,10 @@ func (pt *ParamTable) ProxyID() UniqueID {
 	if err != nil {
 		panic(err)
 	}
-	return UniqueID(ID)
+	pt.ProxyID = UniqueID(ID)
 }
 
-func (pt *ParamTable) TimeTickInterval() time.Duration {
+func (pt *ParamTable) initTimeTickInterval() {
 	internalStr, err := pt.Load("proxyNode.timeTickInterval")
 	if err != nil {
 		panic(err)
@@ -158,21 +218,10 @@ func (pt *ParamTable) TimeTickInterval() time.Duration {
 	if err != nil {
 		panic(err)
 	}
-	return time.Duration(interval) * time.Millisecond
+	pt.TimeTickInterval = time.Duration(interval) * time.Millisecond
 }
 
-func (pt *ParamTable) sliceIndex() int {
-	proxyID := pt.ProxyID()
-	proxyIDList := pt.ProxyIDList()
-	for i := 0; i < len(proxyIDList); i++ {
-		if proxyID == proxyIDList[i] {
-			return i
-		}
-	}
-	return -1
-}
-
-func (pt *ParamTable) InsertChannelNames() []string {
+func (pt *ParamTable) initInsertChannelNames() {
 	prefix, err := pt.Load("msgChannel.chanNamePrefix.insert")
 	if err != nil {
 		panic(err)
@@ -188,17 +237,10 @@ func (pt *ParamTable) InsertChannelNames() []string {
 		ret = append(ret, prefix+strconv.Itoa(ID))
 	}
 
-	proxyNum := pt.ProxyNum()
-	sep := len(channelIDs) / proxyNum
-	index := pt.sliceIndex()
-	if index == -1 {
-		panic("ProxyID not Match with Config")
-	}
-	start := index * sep
-	return ret[start : start+sep]
+	pt.InsertChannelNames = ret
 }
 
-func (pt *ParamTable) DeleteChannelNames() []string {
+func (pt *ParamTable) initDeleteChannelNames() {
 	prefix, err := pt.Load("msgChannel.chanNamePrefix.delete")
 	if err != nil {
 		panic(err)
@@ -213,10 +255,10 @@ func (pt *ParamTable) DeleteChannelNames() []string {
 	for _, ID := range channelIDs {
 		ret = append(ret, prefix+strconv.Itoa(ID))
 	}
-	return ret
+	pt.DeleteChannelNames = ret
 }
 
-func (pt *ParamTable) K2SChannelNames() []string {
+func (pt *ParamTable) initK2SChannelNames() {
 	prefix, err := pt.Load("msgChannel.chanNamePrefix.k2s")
 	if err != nil {
 		panic(err)
@@ -231,10 +273,10 @@ func (pt *ParamTable) K2SChannelNames() []string {
 	for _, ID := range channelIDs {
 		ret = append(ret, prefix+strconv.Itoa(ID))
 	}
-	return ret
+	pt.K2SChannelNames = ret
 }
 
-func (pt *ParamTable) SearchChannelNames() []string {
+func (pt *ParamTable) initSearchChannelNames() {
 	prefix, err := pt.Load("msgChannel.chanNamePrefix.search")
 	if err != nil {
 		panic(err)
@@ -249,10 +291,10 @@ func (pt *ParamTable) SearchChannelNames() []string {
 	for _, ID := range channelIDs {
 		ret = append(ret, prefix+strconv.Itoa(ID))
 	}
-	return ret
+	pt.SearchChannelNames = ret
 }
 
-func (pt *ParamTable) SearchResultChannelNames() []string {
+func (pt *ParamTable) initSearchResultChannelNames() {
 	prefix, err := pt.Load("msgChannel.chanNamePrefix.searchResult")
 	if err != nil {
 		panic(err)
@@ -267,18 +309,10 @@ func (pt *ParamTable) SearchResultChannelNames() []string {
 	for _, ID := range channelIDs {
 		ret = append(ret, prefix+strconv.Itoa(ID))
 	}
-	proxyNum := pt.ProxyNum()
-	sep := len(channelIDs) / proxyNum
-	index := pt.sliceIndex()
-	if index == -1 {
-		panic("ProxyID not Match with Config")
-	}
-	start := index * sep
-
-	return ret[start : start+sep]
+	pt.SearchResultChannelNames = ret
 }
 
-func (pt *ParamTable) ProxySubName() string {
+func (pt *ParamTable) initProxySubName() {
 	prefix, err := pt.Load("msgChannel.subNamePrefix.proxySubNamePrefix")
 	if err != nil {
 		panic(err)
@@ -287,48 +321,48 @@ func (pt *ParamTable) ProxySubName() string {
 	if err != nil {
 		panic(err)
 	}
-	return prefix + "-" + proxyIDStr
+	pt.ProxySubName = prefix + "-" + proxyIDStr
 }
 
-func (pt *ParamTable) ProxyTimeTickChannelNames() []string {
+func (pt *ParamTable) initProxyTimeTickChannelNames() {
 	prefix, err := pt.Load("msgChannel.chanNamePrefix.proxyTimeTick")
 	if err != nil {
 		panic(err)
 	}
 	prefix += "-0"
-	return []string{prefix}
+	pt.ProxyTimeTickChannelNames = []string{prefix}
 }
 
-func (pt *ParamTable) DataDefinitionChannelNames() []string {
+func (pt *ParamTable) initDataDefinitionChannelNames() {
 	prefix, err := pt.Load("msgChannel.chanNamePrefix.dataDefinition")
 	if err != nil {
 		panic(err)
 	}
 	prefix += "-0"
-	return []string{prefix}
+	pt.DataDefinitionChannelNames = []string{prefix}
 }
 
-func (pt *ParamTable) MsgStreamInsertBufSize() int64 {
-	return pt.ParseInt64("proxyNode.msgStream.insert.bufSize")
+func (pt *ParamTable) initMsgStreamInsertBufSize() {
+	pt.MsgStreamInsertBufSize = pt.ParseInt64("proxyNode.msgStream.insert.bufSize")
 }
 
-func (pt *ParamTable) MsgStreamSearchBufSize() int64 {
-	return pt.ParseInt64("proxyNode.msgStream.search.bufSize")
+func (pt *ParamTable) initMsgStreamSearchBufSize() {
+	pt.MsgStreamSearchBufSize = pt.ParseInt64("proxyNode.msgStream.search.bufSize")
 }
 
-func (pt *ParamTable) MsgStreamSearchResultBufSize() int64 {
-	return pt.ParseInt64("proxyNode.msgStream.searchResult.recvBufSize")
+func (pt *ParamTable) initMsgStreamSearchResultBufSize() {
+	pt.MsgStreamSearchResultBufSize = pt.ParseInt64("proxyNode.msgStream.searchResult.recvBufSize")
 }
 
-func (pt *ParamTable) MsgStreamSearchResultPulsarBufSize() int64 {
-	return pt.ParseInt64("proxyNode.msgStream.searchResult.pulsarBufSize")
+func (pt *ParamTable) initMsgStreamSearchResultPulsarBufSize() {
+	pt.MsgStreamSearchResultPulsarBufSize = pt.ParseInt64("proxyNode.msgStream.searchResult.pulsarBufSize")
 }
 
-func (pt *ParamTable) MsgStreamTimeTickBufSize() int64 {
-	return pt.ParseInt64("proxyNode.msgStream.timeTick.bufSize")
+func (pt *ParamTable) initMsgStreamTimeTickBufSize() {
+	pt.MsgStreamTimeTickBufSize = pt.ParseInt64("proxyNode.msgStream.timeTick.bufSize")
 }
 
-func (pt *ParamTable) MaxNameLength() int64 {
+func (pt *ParamTable) initMaxNameLength() {
 	str, err := pt.Load("proxyNode.maxNameLength")
 	if err != nil {
 		panic(err)
@@ -337,10 +371,10 @@ func (pt *ParamTable) MaxNameLength() int64 {
 	if err != nil {
 		panic(err)
 	}
-	return maxNameLength
+	pt.MaxNameLength = maxNameLength
 }
 
-func (pt *ParamTable) MaxFieldNum() int64 {
+func (pt *ParamTable) initMaxFieldNum() {
 	str, err := pt.Load("proxyNode.maxFieldNum")
 	if err != nil {
 		panic(err)
@@ -349,10 +383,10 @@ func (pt *ParamTable) MaxFieldNum() int64 {
 	if err != nil {
 		panic(err)
 	}
-	return maxFieldNum
+	pt.MaxFieldNum = maxFieldNum
 }
 
-func (pt *ParamTable) MaxDimension() int64 {
+func (pt *ParamTable) initMaxDimension() {
 	str, err := pt.Load("proxyNode.maxDimension")
 	if err != nil {
 		panic(err)
@@ -361,13 +395,13 @@ func (pt *ParamTable) MaxDimension() int64 {
 	if err != nil {
 		panic(err)
 	}
-	return maxDimension
+	pt.MaxDimension = maxDimension
 }
 
-func (pt *ParamTable) defaultPartitionTag() string {
+func (pt *ParamTable) initDefaultPartitionTag() {
 	tag, err := pt.Load("common.defaultPartitionTag")
 	if err != nil {
 		panic(err)
 	}
-	return tag
+	pt.DefaultPartitionTag = tag
 }
diff --git a/internal/proxynode/paramtable_test.go b/internal/proxynode/paramtable_test.go
index 72a3e0ab51f13eadf9f5c9ee84d619d69567a17e..c1da4f6583025ffbfd9c734f7b518f6d12f41b18 100644
--- a/internal/proxynode/paramtable_test.go
+++ b/internal/proxynode/paramtable_test.go
@@ -6,71 +6,71 @@ import (
 )
 
 func TestParamTable_InsertChannelRange(t *testing.T) {
-	ret := Params.InsertChannelNames()
+	ret := Params.InsertChannelNames
 	fmt.Println(ret)
 }
 
 func TestParamTable_DeleteChannelNames(t *testing.T) {
-	ret := Params.DeleteChannelNames()
+	ret := Params.DeleteChannelNames
 	fmt.Println(ret)
 }
 
 func TestParamTable_K2SChannelNames(t *testing.T) {
-	ret := Params.K2SChannelNames()
+	ret := Params.K2SChannelNames
 	fmt.Println(ret)
 }
 
 func TestParamTable_SearchChannelNames(t *testing.T) {
-	ret := Params.SearchChannelNames()
+	ret := Params.SearchChannelNames
 	fmt.Println(ret)
 }
 
 func TestParamTable_SearchResultChannelNames(t *testing.T) {
-	ret := Params.SearchResultChannelNames()
+	ret := Params.SearchResultChannelNames
 	fmt.Println(ret)
 }
 
 func TestParamTable_ProxySubName(t *testing.T) {
-	ret := Params.ProxySubName()
+	ret := Params.ProxySubName
 	fmt.Println(ret)
 }
 
 func TestParamTable_ProxyTimeTickChannelNames(t *testing.T) {
-	ret := Params.ProxyTimeTickChannelNames()
+	ret := Params.ProxyTimeTickChannelNames
 	fmt.Println(ret)
 }
 
 func TestParamTable_DataDefinitionChannelNames(t *testing.T) {
-	ret := Params.DataDefinitionChannelNames()
+	ret := Params.DataDefinitionChannelNames
 	fmt.Println(ret)
 }
 
 func TestParamTable_MsgStreamInsertBufSize(t *testing.T) {
-	ret := Params.MsgStreamInsertBufSize()
+	ret := Params.MsgStreamInsertBufSize
 	fmt.Println(ret)
 }
 
 func TestParamTable_MsgStreamSearchBufSize(t *testing.T) {
-	ret := Params.MsgStreamSearchBufSize()
+	ret := Params.MsgStreamSearchBufSize
 	fmt.Println(ret)
 }
 
 func TestParamTable_MsgStreamSearchResultBufSize(t *testing.T) {
-	ret := Params.MsgStreamSearchResultBufSize()
+	ret := Params.MsgStreamSearchResultBufSize
 	fmt.Println(ret)
 }
 
 func TestParamTable_MsgStreamSearchResultPulsarBufSize(t *testing.T) {
-	ret := Params.MsgStreamSearchResultPulsarBufSize()
+	ret := Params.MsgStreamSearchResultPulsarBufSize
 	fmt.Println(ret)
 }
 
 func TestParamTable_MsgStreamTimeTickBufSize(t *testing.T) {
-	ret := Params.MsgStreamTimeTickBufSize()
+	ret := Params.MsgStreamTimeTickBufSize
 	fmt.Println(ret)
 }
 
 func TestParamTable_defaultPartitionTag(t *testing.T) {
-	ret := Params.defaultPartitionTag()
+	ret := Params.DefaultPartitionTag
 	fmt.Println("default partition tag: ", ret)
 }
diff --git a/internal/proxynode/proxy_node.go b/internal/proxynode/proxy_node.go
index ac52869fcc19eb128c1a63db00c47ff60d46df58..11c52320af98865dff46496c8b22ebf1e5970d94 100644
--- a/internal/proxynode/proxy_node.go
+++ b/internal/proxynode/proxy_node.go
@@ -4,25 +4,19 @@ import (
 	"context"
 	"fmt"
 	"io"
-	"log"
 	"math/rand"
 	"sync"
 	"time"
 
 	"github.com/zilliztech/milvus-distributed/internal/msgstream/pulsarms"
 
-	grpcproxyservice "github.com/zilliztech/milvus-distributed/internal/distributed/proxyservice"
-
 	"github.com/zilliztech/milvus-distributed/internal/proto/internalpb2"
 
 	"github.com/opentracing/opentracing-go"
 	"github.com/uber/jaeger-client-go/config"
 
-	"google.golang.org/grpc"
-
 	"github.com/zilliztech/milvus-distributed/internal/allocator"
 	"github.com/zilliztech/milvus-distributed/internal/msgstream"
-	"github.com/zilliztech/milvus-distributed/internal/proto/masterpb"
 	"github.com/zilliztech/milvus-distributed/internal/util/typeutil"
 )
 
@@ -34,15 +28,17 @@ type NodeImpl struct {
 	cancel func()
 	wg     sync.WaitGroup
 
-	proxyServiceClient *grpcproxyservice.Client
-	initParams         *internalpb2.InitParams
-	ip                 string
-	port               int
+	initParams *internalpb2.InitParams
+	ip         string
+	port       int
 
-	masterConn   *grpc.ClientConn
-	masterClient masterpb.MasterServiceClient
-	sched        *TaskScheduler
-	tick         *timeTick
+	masterClient       MasterClientInterface
+	indexServiceClient IndexServiceClient
+	queryServiceClient QueryServiceClient
+	dataServiceClient  DataServiceClient
+
+	sched *TaskScheduler
+	tick  *timeTick
 
 	idAllocator  *allocator.IDAllocator
 	tsoAllocator *allocator.TimestampAllocator
@@ -75,6 +71,36 @@ func (node *NodeImpl) Init() error {
 
 	var err error
 
+	err = node.masterClient.Init()
+	if err != nil {
+		return err
+	}
+	err = node.indexServiceClient.Init()
+	if err != nil {
+		return err
+	}
+	err = node.queryServiceClient.Init()
+	if err != nil {
+		return err
+	}
+	err = node.dataServiceClient.Init()
+	if err != nil {
+		return err
+	}
+
+	Params.SearchChannelNames, err = node.queryServiceClient.GetSearchChannelNames()
+	if err != nil {
+		return err
+	}
+	Params.SearchResultChannelNames, err = node.queryServiceClient.GetSearchResultChannelNames()
+	if err != nil {
+		return err
+	}
+	Params.InsertChannelNames, err = node.dataServiceClient.GetInsertChannelNames()
+	if err != nil {
+		return err
+	}
+
 	cfg := &config.Configuration{
 		ServiceName: "proxynode",
 		Sampler: &config.SamplerConfig{
@@ -88,38 +114,38 @@ func (node *NodeImpl) Init() error {
 	}
 	opentracing.SetGlobalTracer(node.tracer)
 
-	pulsarAddress := Params.PulsarAddress()
+	pulsarAddress := Params.PulsarAddress
 
-	node.queryMsgStream = pulsarms.NewPulsarMsgStream(node.ctx, Params.MsgStreamSearchBufSize())
+	node.queryMsgStream = pulsarms.NewPulsarMsgStream(node.ctx, Params.MsgStreamSearchBufSize)
 	node.queryMsgStream.SetPulsarClient(pulsarAddress)
-	node.queryMsgStream.CreatePulsarProducers(Params.SearchChannelNames())
+	node.queryMsgStream.CreatePulsarProducers(Params.SearchChannelNames)
 
-	masterAddr := Params.MasterAddress()
+	masterAddr := Params.MasterAddress
 	idAllocator, err := allocator.NewIDAllocator(node.ctx, masterAddr)
 
 	if err != nil {
 		return err
 	}
 	node.idAllocator = idAllocator
-	node.idAllocator.PeerID = Params.ProxyID()
+	node.idAllocator.PeerID = Params.ProxyID
 
 	tsoAllocator, err := allocator.NewTimestampAllocator(node.ctx, masterAddr)
 	if err != nil {
 		return err
 	}
 	node.tsoAllocator = tsoAllocator
-	node.tsoAllocator.PeerID = Params.ProxyID()
+	node.tsoAllocator.PeerID = Params.ProxyID
 
 	segAssigner, err := allocator.NewSegIDAssigner(node.ctx, masterAddr, node.lastTick)
 	if err != nil {
 		panic(err)
 	}
 	node.segAssigner = segAssigner
-	node.segAssigner.PeerID = Params.ProxyID()
+	node.segAssigner.PeerID = Params.ProxyID
 
-	node.manipulationMsgStream = pulsarms.NewPulsarMsgStream(node.ctx, Params.MsgStreamInsertBufSize())
+	node.manipulationMsgStream = pulsarms.NewPulsarMsgStream(node.ctx, Params.MsgStreamInsertBufSize)
 	node.manipulationMsgStream.SetPulsarClient(pulsarAddress)
-	node.manipulationMsgStream.CreatePulsarProducers(Params.InsertChannelNames())
+	node.manipulationMsgStream.CreatePulsarProducers(Params.InsertChannelNames)
 	repackFuncImpl := func(tsMsgs []msgstream.TsMsg, hashKeys [][]int32) (map[int32]*msgstream.MsgPack, error) {
 		return insertRepackFunc(tsMsgs, hashKeys, node.segAssigner, true)
 	}
@@ -136,7 +162,20 @@ func (node *NodeImpl) Init() error {
 }
 
 func (node *NodeImpl) Start() error {
-	err := node.connectMaster()
+	var err error
+	err = node.masterClient.Start()
+	if err != nil {
+		return err
+	}
+	err = node.indexServiceClient.Start()
+	if err != nil {
+		return err
+	}
+	err = node.queryServiceClient.Start()
+	if err != nil {
+		return err
+	}
+	err = node.dataServiceClient.Start()
 	if err != nil {
 		return err
 	}
@@ -167,6 +206,23 @@ func (node *NodeImpl) Stop() error {
 	node.manipulationMsgStream.Close()
 	node.queryMsgStream.Close()
 	node.tick.Close()
+	var err error
+	err = node.dataServiceClient.Stop()
+	if err != nil {
+		return err
+	}
+	err = node.queryServiceClient.Stop()
+	if err != nil {
+		return err
+	}
+	err = node.indexServiceClient.Stop()
+	if err != nil {
+		return err
+	}
+	err = node.masterClient.Stop()
+	if err != nil {
+		return err
+	}
 
 	node.wg.Wait()
 
@@ -197,19 +253,3 @@ func (node *NodeImpl) lastTick() Timestamp {
 func (node *NodeImpl) AddCloseCallback(callbacks ...func()) {
 	node.closeCallbacks = append(node.closeCallbacks, callbacks...)
 }
-
-func (node *NodeImpl) connectMaster() error {
-	masterAddr := Params.MasterAddress()
-	log.Printf("NodeImpl connected to master, master_addr=%s", masterAddr)
-	ctx, cancel := context.WithTimeout(context.Background(), 10*time.Second)
-	defer cancel()
-	conn, err := grpc.DialContext(ctx, masterAddr, grpc.WithInsecure(), grpc.WithBlock())
-	if err != nil {
-		log.Printf("NodeImpl connect to master failed, error= %v", err)
-		return err
-	}
-	log.Printf("NodeImpl connected to master, master_addr=%s", masterAddr)
-	node.masterConn = conn
-	node.masterClient = masterpb.NewMasterServiceClient(conn)
-	return nil
-}
diff --git a/internal/proxynode/proxy_node_test.go b/internal/proxynode/proxy_node_test.go
index 1592d8c7a403a80aa8c78af7d361f3bd89cadb02..8589307fe5e3e6d86277aaad225d56210c6e91da 100644
--- a/internal/proxynode/proxy_node_test.go
+++ b/internal/proxynode/proxy_node_test.go
@@ -345,7 +345,7 @@ func TestProxy_Search(t *testing.T) {
 		queryResultChannels := []string{"QueryResult"}
 		bufSize := 1024
 		queryResultMsgStream := pulsarms.NewPulsarMsgStream(ctx, int64(bufSize))
-		pulsarAddress := Params.PulsarAddress()
+		pulsarAddress := Params.PulsarAddress
 		queryResultMsgStream.SetPulsarClient(pulsarAddress)
 		assert.NotEqual(t, queryResultMsgStream, nil, "query result message stream should not be nil!")
 		queryResultMsgStream.CreatePulsarProducers(queryResultChannels)
@@ -417,7 +417,7 @@ func TestProxy_AssignSegID(t *testing.T) {
 	testNum := 1
 	futureTS := tsoutil.ComposeTS(time.Now().Add(time.Second*-1000).UnixNano()/int64(time.Millisecond), 0)
 	for i := 0; i < testNum; i++ {
-		segID, err := proxyServer.segAssigner.GetSegmentID(collectionName, Params.defaultPartitionTag(), int32(i), 200000, futureTS)
+		segID, err := proxyServer.segAssigner.GetSegmentID(collectionName, Params.DefaultPartitionTag, int32(i), 200000, futureTS)
 		assert.Nil(t, err)
 		fmt.Println("segID", segID)
 	}
diff --git a/internal/proxynode/task.go b/internal/proxynode/task.go
index 2d91b0dadffe30d0c490652bf82bcfb0e00a1f42..a8adbb4dd46cf60d29c409cc7edb6c413ed271e8 100644
--- a/internal/proxynode/task.go
+++ b/internal/proxynode/task.go
@@ -16,7 +16,6 @@ import (
 	"github.com/zilliztech/milvus-distributed/internal/msgstream/pulsarms"
 	"github.com/zilliztech/milvus-distributed/internal/proto/commonpb"
 	"github.com/zilliztech/milvus-distributed/internal/proto/internalpb2"
-	"github.com/zilliztech/milvus-distributed/internal/proto/masterpb"
 	"github.com/zilliztech/milvus-distributed/internal/proto/milvuspb"
 	"github.com/zilliztech/milvus-distributed/internal/proto/schemapb"
 	"github.com/zilliztech/milvus-distributed/internal/util/typeutil"
@@ -84,7 +83,7 @@ func (it *InsertTask) Type() commonpb.MsgType {
 
 func (it *InsertTask) PreExecute() error {
 	it.Base.MsgType = commonpb.MsgType_kInsert
-	it.Base.SourceID = Params.ProxyID()
+	it.Base.SourceID = Params.ProxyID
 
 	span, ctx := opentracing.StartSpanFromContext(it.ctx, "InsertTask preExecute")
 	defer span.Finish()
@@ -189,7 +188,7 @@ func (it *InsertTask) PostExecute() error {
 type CreateCollectionTask struct {
 	Condition
 	*milvuspb.CreateCollectionRequest
-	masterClient masterpb.MasterServiceClient
+	masterClient MasterClientInterface
 	result       *commonpb.Status
 	ctx          context.Context
 	schema       *schemapb.CollectionSchema
@@ -226,7 +225,7 @@ func (cct *CreateCollectionTask) SetTs(ts Timestamp) {
 
 func (cct *CreateCollectionTask) PreExecute() error {
 	cct.Base.MsgType = commonpb.MsgType_kCreateCollection
-	cct.Base.SourceID = Params.ProxyID()
+	cct.Base.SourceID = Params.ProxyID
 
 	cct.schema = &schemapb.CollectionSchema{}
 	err := proto.Unmarshal(cct.Schema, cct.schema)
@@ -234,8 +233,8 @@ func (cct *CreateCollectionTask) PreExecute() error {
 		return err
 	}
 
-	if int64(len(cct.schema.Fields)) > Params.MaxFieldNum() {
-		return errors.New("maximum field's number should be limited to " + strconv.FormatInt(Params.MaxFieldNum(), 10))
+	if int64(len(cct.schema.Fields)) > Params.MaxFieldNum {
+		return errors.New("maximum field's number should be limited to " + strconv.FormatInt(Params.MaxFieldNum, 10))
 	}
 
 	// validate collection name
@@ -293,7 +292,7 @@ func (cct *CreateCollectionTask) PreExecute() error {
 
 func (cct *CreateCollectionTask) Execute() error {
 	var err error
-	cct.result, err = cct.masterClient.CreateCollection(cct.ctx, cct.CreateCollectionRequest)
+	cct.result, err = cct.masterClient.CreateCollection(cct.CreateCollectionRequest)
 	return err
 }
 
@@ -304,7 +303,7 @@ func (cct *CreateCollectionTask) PostExecute() error {
 type DropCollectionTask struct {
 	Condition
 	*milvuspb.DropCollectionRequest
-	masterClient masterpb.MasterServiceClient
+	masterClient MasterClientInterface
 	result       *commonpb.Status
 	ctx          context.Context
 }
@@ -340,7 +339,7 @@ func (dct *DropCollectionTask) SetTs(ts Timestamp) {
 
 func (dct *DropCollectionTask) PreExecute() error {
 	dct.Base.MsgType = commonpb.MsgType_kDropCollection
-	dct.Base.SourceID = Params.ProxyID()
+	dct.Base.SourceID = Params.ProxyID
 
 	if err := ValidateCollectionName(dct.CollectionName); err != nil {
 		return err
@@ -350,7 +349,7 @@ func (dct *DropCollectionTask) PreExecute() error {
 
 func (dct *DropCollectionTask) Execute() error {
 	var err error
-	dct.result, err = dct.masterClient.DropCollection(dct.ctx, dct.DropCollectionRequest)
+	dct.result, err = dct.masterClient.DropCollection(dct.DropCollectionRequest)
 	return err
 }
 
@@ -401,7 +400,7 @@ func (st *SearchTask) SetTs(ts Timestamp) {
 
 func (st *SearchTask) PreExecute() error {
 	st.Base.MsgType = commonpb.MsgType_kSearch
-	st.Base.SourceID = Params.ProxyID()
+	st.Base.SourceID = Params.ProxyID
 
 	span, ctx := opentracing.StartSpanFromContext(st.ctx, "SearchTask preExecute")
 	defer span.Finish()
@@ -460,7 +459,7 @@ func (st *SearchTask) Execute() error {
 	var tsMsg msgstream.TsMsg = &msgstream.SearchMsg{
 		SearchRequest: st.SearchRequest,
 		BaseMsg: msgstream.BaseMsg{
-			HashValues:     []uint32{uint32(Params.ProxyID())},
+			HashValues:     []uint32{uint32(Params.ProxyID)},
 			BeginTimestamp: st.Base.Timestamp,
 			EndTimestamp:   st.Base.Timestamp,
 		},
@@ -646,7 +645,7 @@ func (st *SearchTask) PostExecute() error {
 type HasCollectionTask struct {
 	Condition
 	*milvuspb.HasCollectionRequest
-	masterClient masterpb.MasterServiceClient
+	masterClient MasterClientInterface
 	result       *milvuspb.BoolResponse
 	ctx          context.Context
 }
@@ -682,7 +681,7 @@ func (hct *HasCollectionTask) SetTs(ts Timestamp) {
 
 func (hct *HasCollectionTask) PreExecute() error {
 	hct.Base.MsgType = commonpb.MsgType_kHasCollection
-	hct.Base.SourceID = Params.ProxyID()
+	hct.Base.SourceID = Params.ProxyID
 
 	if err := ValidateCollectionName(hct.CollectionName); err != nil {
 		return err
@@ -692,7 +691,7 @@ func (hct *HasCollectionTask) PreExecute() error {
 
 func (hct *HasCollectionTask) Execute() error {
 	var err error
-	hct.result, err = hct.masterClient.HasCollection(hct.ctx, hct.HasCollectionRequest)
+	hct.result, err = hct.masterClient.HasCollection(hct.HasCollectionRequest)
 	return err
 }
 
@@ -703,7 +702,7 @@ func (hct *HasCollectionTask) PostExecute() error {
 type DescribeCollectionTask struct {
 	Condition
 	*milvuspb.DescribeCollectionRequest
-	masterClient masterpb.MasterServiceClient
+	masterClient MasterClientInterface
 	result       *milvuspb.DescribeCollectionResponse
 	ctx          context.Context
 }
@@ -739,7 +738,7 @@ func (dct *DescribeCollectionTask) SetTs(ts Timestamp) {
 
 func (dct *DescribeCollectionTask) PreExecute() error {
 	dct.Base.MsgType = commonpb.MsgType_kDescribeCollection
-	dct.Base.SourceID = Params.ProxyID()
+	dct.Base.SourceID = Params.ProxyID
 
 	if err := ValidateCollectionName(dct.CollectionName); err != nil {
 		return err
@@ -749,7 +748,7 @@ func (dct *DescribeCollectionTask) PreExecute() error {
 
 func (dct *DescribeCollectionTask) Execute() error {
 	var err error
-	dct.result, err = dct.masterClient.DescribeCollection(dct.ctx, dct.DescribeCollectionRequest)
+	dct.result, err = dct.masterClient.DescribeCollection(dct.DescribeCollectionRequest)
 	if err != nil {
 		return err
 	}
@@ -764,7 +763,7 @@ func (dct *DescribeCollectionTask) PostExecute() error {
 type ShowCollectionsTask struct {
 	Condition
 	*milvuspb.ShowCollectionRequest
-	masterClient masterpb.MasterServiceClient
+	masterClient MasterClientInterface
 	result       *milvuspb.ShowCollectionResponse
 	ctx          context.Context
 }
@@ -800,14 +799,14 @@ func (sct *ShowCollectionsTask) SetTs(ts Timestamp) {
 
 func (sct *ShowCollectionsTask) PreExecute() error {
 	sct.Base.MsgType = commonpb.MsgType_kShowCollections
-	sct.Base.SourceID = Params.ProxyID()
+	sct.Base.SourceID = Params.ProxyID
 
 	return nil
 }
 
 func (sct *ShowCollectionsTask) Execute() error {
 	var err error
-	sct.result, err = sct.masterClient.ShowCollections(sct.ctx, sct.ShowCollectionRequest)
+	sct.result, err = sct.masterClient.ShowCollections(sct.ShowCollectionRequest)
 	return err
 }
 
@@ -818,7 +817,7 @@ func (sct *ShowCollectionsTask) PostExecute() error {
 type CreatePartitionTask struct {
 	Condition
 	*milvuspb.CreatePartitionRequest
-	masterClient masterpb.MasterServiceClient
+	masterClient MasterClientInterface
 	result       *commonpb.Status
 	ctx          context.Context
 }
@@ -854,7 +853,7 @@ func (cpt *CreatePartitionTask) SetTs(ts Timestamp) {
 
 func (cpt *CreatePartitionTask) PreExecute() error {
 	cpt.Base.MsgType = commonpb.MsgType_kCreatePartition
-	cpt.Base.SourceID = Params.ProxyID()
+	cpt.Base.SourceID = Params.ProxyID
 
 	collName, partitionTag := cpt.CollectionName, cpt.PartitionName
 
@@ -870,7 +869,7 @@ func (cpt *CreatePartitionTask) PreExecute() error {
 }
 
 func (cpt *CreatePartitionTask) Execute() (err error) {
-	cpt.result, err = cpt.masterClient.CreatePartition(cpt.ctx, cpt.CreatePartitionRequest)
+	cpt.result, err = cpt.masterClient.CreatePartition(cpt.CreatePartitionRequest)
 	return err
 }
 
@@ -881,7 +880,7 @@ func (cpt *CreatePartitionTask) PostExecute() error {
 type DropPartitionTask struct {
 	Condition
 	*milvuspb.DropPartitionRequest
-	masterClient masterpb.MasterServiceClient
+	masterClient MasterClientInterface
 	result       *commonpb.Status
 	ctx          context.Context
 }
@@ -917,7 +916,7 @@ func (dpt *DropPartitionTask) SetTs(ts Timestamp) {
 
 func (dpt *DropPartitionTask) PreExecute() error {
 	dpt.Base.MsgType = commonpb.MsgType_kDropPartition
-	dpt.Base.SourceID = Params.ProxyID()
+	dpt.Base.SourceID = Params.ProxyID
 
 	collName, partitionTag := dpt.CollectionName, dpt.PartitionName
 
@@ -933,7 +932,7 @@ func (dpt *DropPartitionTask) PreExecute() error {
 }
 
 func (dpt *DropPartitionTask) Execute() (err error) {
-	dpt.result, err = dpt.masterClient.DropPartition(dpt.ctx, dpt.DropPartitionRequest)
+	dpt.result, err = dpt.masterClient.DropPartition(dpt.DropPartitionRequest)
 	return err
 }
 
@@ -944,7 +943,7 @@ func (dpt *DropPartitionTask) PostExecute() error {
 type HasPartitionTask struct {
 	Condition
 	*milvuspb.HasPartitionRequest
-	masterClient masterpb.MasterServiceClient
+	masterClient MasterClientInterface
 	result       *milvuspb.BoolResponse
 	ctx          context.Context
 }
@@ -980,7 +979,7 @@ func (hpt *HasPartitionTask) SetTs(ts Timestamp) {
 
 func (hpt *HasPartitionTask) PreExecute() error {
 	hpt.Base.MsgType = commonpb.MsgType_kHasPartition
-	hpt.Base.SourceID = Params.ProxyID()
+	hpt.Base.SourceID = Params.ProxyID
 
 	collName, partitionTag := hpt.CollectionName, hpt.PartitionName
 
@@ -995,7 +994,7 @@ func (hpt *HasPartitionTask) PreExecute() error {
 }
 
 func (hpt *HasPartitionTask) Execute() (err error) {
-	hpt.result, err = hpt.masterClient.HasPartition(hpt.ctx, hpt.HasPartitionRequest)
+	hpt.result, err = hpt.masterClient.HasPartition(hpt.HasPartitionRequest)
 	return err
 }
 
@@ -1060,7 +1059,7 @@ func (hpt *HasPartitionTask) PostExecute() error {
 type ShowPartitionsTask struct {
 	Condition
 	*milvuspb.ShowPartitionRequest
-	masterClient masterpb.MasterServiceClient
+	masterClient MasterClientInterface
 	result       *milvuspb.ShowPartitionResponse
 	ctx          context.Context
 }
@@ -1096,7 +1095,7 @@ func (spt *ShowPartitionsTask) SetTs(ts Timestamp) {
 
 func (spt *ShowPartitionsTask) PreExecute() error {
 	spt.Base.MsgType = commonpb.MsgType_kShowPartitions
-	spt.Base.SourceID = Params.ProxyID()
+	spt.Base.SourceID = Params.ProxyID
 
 	if err := ValidateCollectionName(spt.CollectionName); err != nil {
 		return err
@@ -1106,7 +1105,7 @@ func (spt *ShowPartitionsTask) PreExecute() error {
 
 func (spt *ShowPartitionsTask) Execute() error {
 	var err error
-	spt.result, err = spt.masterClient.ShowPartitions(spt.ctx, spt.ShowPartitionRequest)
+	spt.result, err = spt.masterClient.ShowPartitions(spt.ShowPartitionRequest)
 	return err
 }
 
@@ -1117,7 +1116,7 @@ func (spt *ShowPartitionsTask) PostExecute() error {
 type CreateIndexTask struct {
 	Condition
 	*milvuspb.CreateIndexRequest
-	masterClient masterpb.MasterServiceClient
+	masterClient MasterClientInterface
 	result       *commonpb.Status
 	ctx          context.Context
 }
@@ -1153,7 +1152,7 @@ func (cit *CreateIndexTask) SetTs(ts Timestamp) {
 
 func (cit *CreateIndexTask) PreExecute() error {
 	cit.Base.MsgType = commonpb.MsgType_kCreateIndex
-	cit.Base.SourceID = Params.ProxyID()
+	cit.Base.SourceID = Params.ProxyID
 
 	collName, fieldName := cit.CollectionName, cit.FieldName
 
@@ -1169,7 +1168,7 @@ func (cit *CreateIndexTask) PreExecute() error {
 }
 
 func (cit *CreateIndexTask) Execute() (err error) {
-	cit.result, err = cit.masterClient.CreateIndex(cit.ctx, cit.CreateIndexRequest)
+	cit.result, err = cit.masterClient.CreateIndex(cit.CreateIndexRequest)
 	return err
 }
 
@@ -1180,7 +1179,7 @@ func (cit *CreateIndexTask) PostExecute() error {
 type DescribeIndexTask struct {
 	Condition
 	*milvuspb.DescribeIndexRequest
-	masterClient masterpb.MasterServiceClient
+	masterClient MasterClientInterface
 	result       *milvuspb.DescribeIndexResponse
 	ctx          context.Context
 }
@@ -1216,7 +1215,7 @@ func (dit *DescribeIndexTask) SetTs(ts Timestamp) {
 
 func (dit *DescribeIndexTask) PreExecute() error {
 	dit.Base.MsgType = commonpb.MsgType_kDescribeIndex
-	dit.Base.SourceID = Params.ProxyID()
+	dit.Base.SourceID = Params.ProxyID
 
 	collName, fieldName := dit.CollectionName, dit.FieldName
 
@@ -1233,7 +1232,7 @@ func (dit *DescribeIndexTask) PreExecute() error {
 
 func (dit *DescribeIndexTask) Execute() error {
 	var err error
-	dit.result, err = dit.masterClient.DescribeIndex(dit.ctx, dit.DescribeIndexRequest)
+	dit.result, err = dit.masterClient.DescribeIndex(dit.DescribeIndexRequest)
 	return err
 }
 
@@ -1244,9 +1243,9 @@ func (dit *DescribeIndexTask) PostExecute() error {
 type GetIndexStateTask struct {
 	Condition
 	*milvuspb.IndexStateRequest
-	masterClient masterpb.MasterServiceClient
-	result       *milvuspb.IndexStateResponse
-	ctx          context.Context
+	indexServiceClient IndexServiceClient
+	result             *milvuspb.IndexStateResponse
+	ctx                context.Context
 }
 
 func (dipt *GetIndexStateTask) OnEnqueue() error {
@@ -1280,7 +1279,7 @@ func (dipt *GetIndexStateTask) SetTs(ts Timestamp) {
 
 func (dipt *GetIndexStateTask) PreExecute() error {
 	dipt.Base.MsgType = commonpb.MsgType_kGetIndexState
-	dipt.Base.SourceID = Params.ProxyID()
+	dipt.Base.SourceID = Params.ProxyID
 
 	collName, fieldName := dipt.CollectionName, dipt.FieldName
 
@@ -1296,9 +1295,18 @@ func (dipt *GetIndexStateTask) PreExecute() error {
 }
 
 func (dipt *GetIndexStateTask) Execute() error {
-	var err error
-	dipt.result, err = dipt.masterClient.GetIndexState(dipt.ctx, dipt.IndexStateRequest)
-	return err
+	// TODO: use index service client
+	//var err error
+	//dipt.result, err = dipt.masterClient.GetIndexState(dipt.IndexStateRequest)
+	//return err
+	dipt.result = &milvuspb.IndexStateResponse{
+		Status: &commonpb.Status{
+			ErrorCode: 0,
+			Reason:    "",
+		},
+		State: commonpb.IndexState_FINISHED,
+	}
+	return nil
 }
 
 func (dipt *GetIndexStateTask) PostExecute() error {
diff --git a/internal/proxynode/task_scheduler.go b/internal/proxynode/task_scheduler.go
index 4de0d5986aa1392dab03a927e86d535333dc08f4..7716613c25bd60c64c4ea444db0d868c7dfe8d71 100644
--- a/internal/proxynode/task_scheduler.go
+++ b/internal/proxynode/task_scheduler.go
@@ -374,13 +374,13 @@ func (sched *TaskScheduler) queryResultLoop() {
 	defer sched.wg.Done()
 
 	unmarshal := util.NewUnmarshalDispatcher()
-	queryResultMsgStream := pulsarms.NewPulsarMsgStream(sched.ctx, Params.MsgStreamSearchResultBufSize())
-	queryResultMsgStream.SetPulsarClient(Params.PulsarAddress())
-	queryResultMsgStream.CreatePulsarConsumers(Params.SearchResultChannelNames(),
-		Params.ProxySubName(),
+	queryResultMsgStream := pulsarms.NewPulsarMsgStream(sched.ctx, Params.MsgStreamSearchResultBufSize)
+	queryResultMsgStream.SetPulsarClient(Params.PulsarAddress)
+	queryResultMsgStream.CreatePulsarConsumers(Params.SearchResultChannelNames,
+		Params.ProxySubName,
 		unmarshal,
-		Params.MsgStreamSearchResultPulsarBufSize())
-	queryNodeNum := Params.queryNodeNum()
+		Params.MsgStreamSearchResultPulsarBufSize)
+	queryNodeNum := Params.QueryNodeNum
 
 	queryResultMsgStream.Start()
 	defer queryResultMsgStream.Close()
diff --git a/internal/proxynode/timetick.go b/internal/proxynode/timetick.go
index 1bca3f59ad012adbdcc685e0ef0a37d33cc0dc9b..b6ef1c7d6dde419d187b52032cf34e2a4fe25236 100644
--- a/internal/proxynode/timetick.go
+++ b/internal/proxynode/timetick.go
@@ -47,15 +47,15 @@ func newTimeTick(ctx context.Context,
 		cancel:       cancel,
 		tsoAllocator: tsoAllocator,
 		interval:     interval,
-		peerID:       Params.ProxyID(),
+		peerID:       Params.ProxyID,
 		checkFunc:    checkFunc,
 	}
 
-	t.tickMsgStream = pulsarms.NewPulsarMsgStream(t.ctx, Params.MsgStreamTimeTickBufSize())
-	pulsarAddress := Params.PulsarAddress()
+	t.tickMsgStream = pulsarms.NewPulsarMsgStream(t.ctx, Params.MsgStreamTimeTickBufSize)
+	pulsarAddress := Params.PulsarAddress
 
 	t.tickMsgStream.SetPulsarClient(pulsarAddress)
-	t.tickMsgStream.CreatePulsarProducers(Params.ProxyTimeTickChannelNames())
+	t.tickMsgStream.CreatePulsarProducers(Params.ProxyTimeTickChannelNames)
 	return t
 }
 
@@ -74,7 +74,7 @@ func (tt *timeTick) tick() error {
 	msgPack := msgstream.MsgPack{}
 	timeTickMsg := &msgstream.TimeTickMsg{
 		BaseMsg: msgstream.BaseMsg{
-			HashValues: []uint32{uint32(Params.ProxyID())},
+			HashValues: []uint32{uint32(Params.ProxyID)},
 		},
 		TimeTickMsg: internalpb2.TimeTickMsg{
 			Base: &commonpb.MsgBase{
diff --git a/internal/proxynode/timetick_test.go b/internal/proxynode/timetick_test.go
index 3f0e63700ed1d39b609e76b76f41cf0a23413d15..6520a99fcf15911f378fcb0882a7c886debdb3cc 100644
--- a/internal/proxynode/timetick_test.go
+++ b/internal/proxynode/timetick_test.go
@@ -28,13 +28,13 @@ func TestTimeTick_Start(t *testing.T) {
 func TestTimeTick_Start2(t *testing.T) {
 
 	ctx, cancel := context.WithTimeout(context.Background(), 3*time.Second)
-	masterAddr := Params.MasterAddress()
+	masterAddr := Params.MasterAddress
 	tsoAllocator, err := allocator.NewTimestampAllocator(ctx, masterAddr)
 	assert.Nil(t, err)
 	err = tsoAllocator.Start()
 	assert.Nil(t, err)
 
-	tt := newTimeTick(ctx, tsoAllocator, Params.TimeTickInterval(), checkFunc)
+	tt := newTimeTick(ctx, tsoAllocator, Params.TimeTickInterval, checkFunc)
 
 	defer func() {
 		cancel()
diff --git a/internal/proxynode/validate_util.go b/internal/proxynode/validate_util.go
index b07d6532edfcaf1e2ca3c5a1c420b943e8e906d7..839fedd9f0eefea1685e788a7b4c88234483a03f 100644
--- a/internal/proxynode/validate_util.go
+++ b/internal/proxynode/validate_util.go
@@ -30,9 +30,9 @@ func ValidateCollectionName(collName string) error {
 	}
 
 	invalidMsg := "Invalid collection name: " + collName + ". "
-	if int64(len(collName)) > Params.MaxNameLength() {
+	if int64(len(collName)) > Params.MaxNameLength {
 		msg := invalidMsg + "The length of a collection name must be less than " +
-			strconv.FormatInt(Params.MaxNameLength(), 10) + " characters."
+			strconv.FormatInt(Params.MaxNameLength, 10) + " characters."
 		return errors.New(msg)
 	}
 
@@ -61,9 +61,9 @@ func ValidatePartitionTag(partitionTag string, strictCheck bool) error {
 		return errors.New(msg)
 	}
 
-	if int64(len(partitionTag)) > Params.MaxNameLength() {
+	if int64(len(partitionTag)) > Params.MaxNameLength {
 		msg := invalidMsg + "The length of a partition tag must be less than " +
-			strconv.FormatInt(Params.MaxNameLength(), 10) + " characters."
+			strconv.FormatInt(Params.MaxNameLength, 10) + " characters."
 		return errors.New(msg)
 	}
 
@@ -95,9 +95,9 @@ func ValidateFieldName(fieldName string) error {
 	}
 
 	invalidMsg := "Invalid field name: " + fieldName + ". "
-	if int64(len(fieldName)) > Params.MaxNameLength() {
+	if int64(len(fieldName)) > Params.MaxNameLength {
 		msg := invalidMsg + "The length of a field name must be less than " +
-			strconv.FormatInt(Params.MaxNameLength(), 10) + " characters."
+			strconv.FormatInt(Params.MaxNameLength, 10) + " characters."
 		return errors.New(msg)
 	}
 
@@ -119,9 +119,9 @@ func ValidateFieldName(fieldName string) error {
 }
 
 func ValidateDimension(dim int64, isBinary bool) error {
-	if dim <= 0 || dim > Params.MaxDimension() {
+	if dim <= 0 || dim > Params.MaxDimension {
 		return errors.New("invalid dimension: " + strconv.FormatInt(dim, 10) + ". should be in range 1 ~ " +
-			strconv.FormatInt(Params.MaxDimension(), 10) + ".")
+			strconv.FormatInt(Params.MaxDimension, 10) + ".")
 	}
 	if isBinary && dim%8 != 0 {
 		return errors.New("invalid dimension: " + strconv.FormatInt(dim, 10) + ". should be multiple of 8.")
diff --git a/internal/proxynode/validate_util_test.go b/internal/proxynode/validate_util_test.go
index 54f3ffb19b9da403b14de08a7fe92b00d7e2a1d1..32c722c0373901bb8ac16f02c26bede9f0548e64 100644
--- a/internal/proxynode/validate_util_test.go
+++ b/internal/proxynode/validate_util_test.go
@@ -84,13 +84,13 @@ func TestValidateFieldName(t *testing.T) {
 
 func TestValidateDimension(t *testing.T) {
 	assert.Nil(t, ValidateDimension(1, false))
-	assert.Nil(t, ValidateDimension(Params.MaxDimension(), false))
+	assert.Nil(t, ValidateDimension(Params.MaxDimension, false))
 	assert.Nil(t, ValidateDimension(8, true))
-	assert.Nil(t, ValidateDimension(Params.MaxDimension(), true))
+	assert.Nil(t, ValidateDimension(Params.MaxDimension, true))
 
 	// invalid dim
 	assert.NotNil(t, ValidateDimension(-1, false))
-	assert.NotNil(t, ValidateDimension(Params.MaxDimension()+1, false))
+	assert.NotNil(t, ValidateDimension(Params.MaxDimension+1, false))
 	assert.NotNil(t, ValidateDimension(9, true))
 }
 
diff --git a/internal/proxyservice/impl.go b/internal/proxyservice/impl.go
index 193534f15bd62e0fd2849da6eec4e6b4033ce214..74ac4c0684ff457f7b71abf0c56f431994212afe 100644
--- a/internal/proxyservice/impl.go
+++ b/internal/proxyservice/impl.go
@@ -2,7 +2,11 @@ package proxyservice
 
 import (
 	"context"
-	"fmt"
+	"io/ioutil"
+	"log"
+	"os"
+	"path"
+	"runtime"
 	"time"
 
 	"github.com/zilliztech/milvus-distributed/internal/msgstream/util"
@@ -18,18 +22,63 @@ import (
 )
 
 const (
-	timeoutInterval = time.Second * 10
+	timeoutInterval      = time.Second * 10
+	StartParamsKey       = "START_PARAMS"
+	ChannelYamlContent   = "advanced/channel.yaml"
+	CommonYamlContent    = "advanced/common.yaml"
+	DataNodeYamlContent  = "advanced/data_node.yaml"
+	MasterYamlContent    = "advanced/master.yaml"
+	ProxyNodeYamlContent = "advanced/proxy_node.yaml"
+	QueryNodeYamlContent = "advanced/query_node.yaml"
+	WriteNodeYamlContent = "advanced/write_node.yaml"
+	MilvusYamlContent    = "milvus.yaml"
 )
 
 func (s *ServiceImpl) fillNodeInitParams() error {
 	s.nodeStartParams = make([]*commonpb.KeyValuePair, 0)
-	nodeParams := &ParamTable{}
-	nodeParams.Init()
-	err := nodeParams.LoadYaml("advanced/proxy_node.yaml")
-	if err != nil {
-		return err
+
+	getConfigContentByName := func(fileName string) []byte {
+		_, fpath, _, _ := runtime.Caller(0)
+		configFile := path.Dir(fpath) + "/../../../configs/" + fileName
+		_, err := os.Stat(configFile)
+		if os.IsNotExist(err) {
+			runPath, err := os.Getwd()
+			if err != nil {
+				panic(err)
+			}
+			configFile = runPath + "/configs/" + fileName
+		}
+		data, err := ioutil.ReadFile(configFile)
+		if err != nil {
+			panic(err)
+		}
+		return data
 	}
 
+	channelYamlContent := getConfigContentByName(ChannelYamlContent)
+	commonYamlContent := getConfigContentByName(CommonYamlContent)
+	dataNodeYamlContent := getConfigContentByName(DataNodeYamlContent)
+	masterYamlContent := getConfigContentByName(MasterYamlContent)
+	proxyNodeYamlContent := getConfigContentByName(ProxyNodeYamlContent)
+	queryNodeYamlContent := getConfigContentByName(QueryNodeYamlContent)
+	writeNodeYamlContent := getConfigContentByName(WriteNodeYamlContent)
+	milvusYamlContent := getConfigContentByName(MilvusYamlContent)
+
+	var allContent []byte
+	allContent = append(allContent, channelYamlContent...)
+	allContent = append(allContent, commonYamlContent...)
+	allContent = append(allContent, dataNodeYamlContent...)
+	allContent = append(allContent, masterYamlContent...)
+	allContent = append(allContent, proxyNodeYamlContent...)
+	allContent = append(allContent, queryNodeYamlContent...)
+	allContent = append(allContent, writeNodeYamlContent...)
+	allContent = append(allContent, milvusYamlContent...)
+
+	s.nodeStartParams = append(s.nodeStartParams, &commonpb.KeyValuePair{
+		Key:   StartParamsKey,
+		Value: string(allContent),
+	})
+
 	return nil
 }
 
@@ -40,12 +89,12 @@ func (s *ServiceImpl) Init() error {
 	}
 
 	serviceTimeTickMsgStream := pulsarms.NewPulsarTtMsgStream(s.ctx, 1024)
-	serviceTimeTickMsgStream.SetPulsarClient(Params.PulsarAddress())
-	serviceTimeTickMsgStream.CreatePulsarProducers([]string{Params.ServiceTimeTickChannel()})
+	serviceTimeTickMsgStream.SetPulsarClient(Params.PulsarAddress)
+	serviceTimeTickMsgStream.CreatePulsarProducers([]string{Params.ServiceTimeTickChannel})
 
 	nodeTimeTickMsgStream := pulsarms.NewPulsarMsgStream(s.ctx, 1024)
-	nodeTimeTickMsgStream.SetPulsarClient(Params.PulsarAddress())
-	nodeTimeTickMsgStream.CreatePulsarConsumers(Params.NodeTimeTickChannel(),
+	nodeTimeTickMsgStream.SetPulsarClient(Params.PulsarAddress)
+	nodeTimeTickMsgStream.CreatePulsarConsumers(Params.NodeTimeTickChannel,
 		"proxyservicesub", // TODO: add config
 		util.NewUnmarshalDispatcher(),
 		1024)
@@ -53,20 +102,6 @@ func (s *ServiceImpl) Init() error {
 	ttBarrier := newSoftTimeTickBarrier(s.ctx, nodeTimeTickMsgStream, []UniqueID{0}, 10)
 	s.tick = newTimeTick(s.ctx, ttBarrier, serviceTimeTickMsgStream)
 
-	// dataServiceAddr := Params.DataServiceAddress()
-	// s.dataServiceClient = dataservice.NewClient(dataServiceAddr)
-
-	// insertChannelsRequest := &datapb.InsertChannelRequest{}
-	// insertChannelNames, err := s.dataServiceClient.GetInsertChannels(insertChannelsRequest)
-	// if err != nil {
-	// 	return err
-	// }
-
-	// if len(insertChannelNames.Values) > 0 {
-	// 	namesStr := strings.Join(insertChannelNames.Values, ",")
-	// 	s.nodeStartParams = append(s.nodeStartParams, &commonpb.KeyValuePair{Key: KInsertChannelNames, Value: namesStr})
-	// }
-
 	s.state.State.StateCode = internalpb2.StateCode_HEALTHY
 
 	return nil
@@ -88,7 +123,7 @@ func (s *ServiceImpl) GetComponentStates() (*internalpb2.ComponentStates, error)
 }
 
 func (s *ServiceImpl) GetTimeTickChannel() (string, error) {
-	return Params.ServiceTimeTickChannel(), nil
+	return Params.ServiceTimeTickChannel, nil
 }
 
 func (s *ServiceImpl) GetStatisticsChannel() (string, error) {
@@ -96,7 +131,7 @@ func (s *ServiceImpl) GetStatisticsChannel() (string, error) {
 }
 
 func (s *ServiceImpl) RegisterLink() (*milvuspb.RegisterLinkResponse, error) {
-	fmt.Println("register link")
+	log.Println("register link")
 	ctx, cancel := context.WithTimeout(s.ctx, timeoutInterval)
 	defer cancel()
 
@@ -133,7 +168,7 @@ func (s *ServiceImpl) RegisterLink() (*milvuspb.RegisterLinkResponse, error) {
 }
 
 func (s *ServiceImpl) RegisterNode(request *proxypb.RegisterNodeRequest) (*proxypb.RegisterNodeResponse, error) {
-	fmt.Println("RegisterNode: ", request)
+	log.Println("RegisterNode: ", request)
 	ctx, cancel := context.WithTimeout(s.ctx, timeoutInterval)
 	defer cancel()
 
@@ -173,7 +208,7 @@ func (s *ServiceImpl) RegisterNode(request *proxypb.RegisterNodeRequest) (*proxy
 }
 
 func (s *ServiceImpl) InvalidateCollectionMetaCache(request *proxypb.InvalidateCollMetaCacheRequest) error {
-	fmt.Println("InvalidateCollectionMetaCache")
+	log.Println("InvalidateCollectionMetaCache")
 	ctx, cancel := context.WithTimeout(s.ctx, timeoutInterval)
 	defer cancel()
 
diff --git a/internal/proxyservice/paramtable.go b/internal/proxyservice/paramtable.go
index bdd7bae37fc006888c422eeab866f80c03d21f6a..27d6b51098dd560ac407d66a74f568487c93a2d5 100644
--- a/internal/proxyservice/paramtable.go
+++ b/internal/proxyservice/paramtable.go
@@ -8,48 +8,60 @@ import (
 
 type ParamTable struct {
 	paramtable.BaseTable
+
+	PulsarAddress          string
+	MasterAddress          string
+	NodeTimeTickChannel    []string
+	ServiceTimeTickChannel string
+	DataServiceAddress     string
 }
 
 var Params ParamTable
 
 func (pt *ParamTable) Init() {
 	pt.BaseTable.Init()
+
+	pt.initPulsarAddress()
+	pt.initMasterAddress()
+	pt.initNodeTimeTickChannel()
+	pt.initServiceTimeTickChannel()
+	pt.initDataServiceAddress()
 }
 
-func (pt *ParamTable) PulsarAddress() string {
+func (pt *ParamTable) initPulsarAddress() {
 	ret, err := pt.Load("_PulsarAddress")
 	if err != nil {
 		panic(err)
 	}
-	return ret
+	pt.PulsarAddress = ret
 }
 
-func (pt *ParamTable) MasterAddress() string {
+func (pt *ParamTable) initMasterAddress() {
 	ret, err := pt.Load("_MasterAddress")
 	if err != nil {
 		panic(err)
 	}
-	return ret
+	pt.MasterAddress = ret
 }
 
-func (pt *ParamTable) NodeTimeTickChannel() []string {
+func (pt *ParamTable) initNodeTimeTickChannel() {
 	prefix, err := pt.Load("msgChannel.chanNamePrefix.proxyTimeTick")
 	if err != nil {
 		log.Panic(err)
 	}
 	prefix += "-0"
-	return []string{prefix}
+	pt.NodeTimeTickChannel = []string{prefix}
 }
 
-func (pt *ParamTable) ServiceTimeTickChannel() string {
+func (pt *ParamTable) initServiceTimeTickChannel() {
 	ch, err := pt.Load("msgChannel.chanNamePrefix.proxyServiceTimeTick")
 	if err != nil {
 		log.Panic(err)
 	}
-	return ch
+	pt.ServiceTimeTickChannel = ch
 }
 
-func (pt *ParamTable) DataServiceAddress() string {
+func (pt *ParamTable) initDataServiceAddress() {
 	// NOT USED NOW
-	return "TODO: read from config"
+	pt.DataServiceAddress = "TODO: read from config"
 }