diff --git a/config_center/file/impl.go b/config_center/file/impl.go
index 9afe7c6524ab02d368f91283e39e3e4c1deacbac..6489a073deff643ad7eecc7f3c26ef0b8899ac53 100644
--- a/config_center/file/impl.go
+++ b/config_center/file/impl.go
@@ -24,7 +24,6 @@ import (
 	"os"
 	"os/exec"
 	"os/user"
-	"path"
 	"path/filepath"
 	"runtime"
 	"strings"
@@ -41,11 +40,19 @@ import (
 	"github.com/apache/dubbo-go/config_center/parser"
 )
 
+var (
+	osType = runtime.GOOS
+)
+
+const (
+	windowsOS = "windows"
+)
+
 const (
-	PARAM_NAME_PREFIX                 = "dubbo.config-center."
-	CONFIG_CENTER_DIR_PARAM_NAME      = PARAM_NAME_PREFIX + "dir"
-	CONFIG_CENTER_ENCODING_PARAM_NAME = PARAM_NAME_PREFIX + "encoding"
-	DEFAULT_CONFIG_CENTER_ENCODING    = "UTF-8"
+	ParamNamePrefix               = "dubbo.config-center."
+	ConfigCenterDirParamName      = ParamNamePrefix + "dir"
+	ConfigCenterEncodingParamName = ParamNamePrefix + "encoding"
+	defaultConfigCenterEncoding   = "UTF-8"
 )
 
 // FileSystemDynamicConfiguration
@@ -59,24 +66,14 @@ type FileSystemDynamicConfiguration struct {
 }
 
 func newFileSystemDynamicConfiguration(url *common.URL) (*FileSystemDynamicConfiguration, error) {
-	encode := url.GetParam(CONFIG_CENTER_ENCODING_PARAM_NAME, DEFAULT_CONFIG_CENTER_ENCODING)
+	encode := url.GetParam(ConfigCenterEncodingParamName, defaultConfigCenterEncoding)
 
-	root := url.GetParam(CONFIG_CENTER_DIR_PARAM_NAME, "")
+	root := url.GetParam(ConfigCenterDirParamName, "")
 	var c *FileSystemDynamicConfiguration
-	if _, err := os.Stat(root); err != nil {
-		// not exist, use default, /XXX/xx/.dubbo/config-center
-		if rp, err := Home(); err != nil {
-			return nil, perrors.WithStack(err)
-		} else {
-			root = path.Join(rp, ".dubbo", "config-center")
-		}
-	}
 
-	if _, err := os.Stat(root); err != nil {
-		// it must be dir, if not exist, will create
-		if err = createDir(root); err != nil {
-			return nil, perrors.WithStack(err)
-		}
+	root, err := mkdirIfNecessary(root)
+	if err != nil {
+		return nil, err
 	}
 
 	c = &FileSystemDynamicConfiguration{
@@ -195,18 +192,18 @@ func (fsdc *FileSystemDynamicConfiguration) Close() error {
 // GetPath get path
 func (fsdc *FileSystemDynamicConfiguration) GetPath(key string, group string) string {
 	if len(key) == 0 {
-		return path.Join(fsdc.rootPath, group)
+		return filepath.Join(fsdc.rootPath, group)
 	}
 
 	if len(group) == 0 {
 		group = config_center.DEFAULT_GROUP
 	}
 
-	return path.Join(fsdc.rootPath, group, key)
+	return filepath.Join(fsdc.rootPath, group, adapterKey(key))
 }
 
 func (fsdc *FileSystemDynamicConfiguration) deleteDelay(path string) (bool, error) {
-	if path == "" {
+	if len(path) == 0 {
 		return false, nil
 	}
 
@@ -226,9 +223,7 @@ func (fsdc *FileSystemDynamicConfiguration) write2File(fp string, value string)
 }
 
 func forceMkdirParent(fp string) error {
-	pd := getParentDirectory(fp)
-
-	return createDir(pd)
+	return createDir(getParentDirectory(fp))
 }
 
 func createDir(path string) error {
@@ -250,6 +245,7 @@ func substr(s string, pos, length int) string {
 	if l > len(runes) {
 		l = len(runes)
 	}
+
 	return string(runes[pos:l])
 }
 
@@ -264,7 +260,7 @@ func Home() (string, error) {
 	}
 
 	// cross compile support
-	if "windows" == runtime.GOOS {
+	if windowsOS == osType {
 		return homeWindows()
 	}
 
@@ -287,7 +283,7 @@ func homeUnix() (string, error) {
 	}
 
 	result := strings.TrimSpace(stdout.String())
-	if result == "" {
+	if len(result) == 0 {
 		return "", errors.New("blank output when reading home directory")
 	}
 
@@ -298,12 +294,66 @@ func homeWindows() (string, error) {
 	drive := os.Getenv("HOMEDRIVE")
 	homePath := os.Getenv("HOMEPATH")
 	home := drive + homePath
-	if drive == "" || homePath == "" {
+	if len(drive) == 0 || len(homePath) == 0 {
 		home = os.Getenv("USERPROFILE")
 	}
-	if home == "" {
+	if len(home) == 0 {
 		return "", errors.New("HOMEDRIVE, HOMEPATH, and USERPROFILE are blank")
 	}
 
 	return home, nil
 }
+
+func mkdirIfNecessary(urlRoot string) (string, error) {
+	if !legalPath(urlRoot) {
+		// not exist, use default, mac is: /XXX/xx/.dubbo/config-center
+		rp, err := Home()
+		if err != nil {
+			return "", perrors.WithStack(err)
+		}
+
+		urlRoot = adapterUrl(rp)
+	}
+
+	if _, err := os.Stat(urlRoot); err != nil {
+		// it must be dir, if not exist, will create
+		if err = createDir(urlRoot); err != nil {
+			return "", perrors.WithStack(err)
+		}
+	}
+
+	return urlRoot, nil
+}
+
+func legalPath(path string) bool {
+	if len(path) == 0 {
+		return false
+	}
+	if _, err := os.Stat(path); err != nil {
+		return false
+	}
+
+	return true
+}
+
+func adapterUrl(rp string) string {
+	if osType == windowsOS {
+		return filepath.Join(rp, "_dubbo", "config-center")
+	}
+
+	return filepath.Join(rp, ".dubbo", "config-center")
+}
+
+// used for GetPath. param key default is instance's id.
+// e.g: (ip:port) 127.0.0.1:20081, in windows env, will change to 127_0_0_1_20081
+func adapterKey(key string) string {
+	if len(key) == 0 {
+		return ""
+	}
+
+	if osType == windowsOS {
+		return strings.ReplaceAll(strings.ReplaceAll(key, ".", "_"), ":", "_")
+	}
+
+	return key
+}
diff --git a/go.mod b/go.mod
index 0e5736c0a8afd6352f3b9f0e30d2fa368c767312..18d85a650f27430f163b78f3bba92236c1a3b524 100644
--- a/go.mod
+++ b/go.mod
@@ -1,7 +1,5 @@
 module github.com/apache/dubbo-go
 
-go 1.15
-
 require (
 	github.com/NYTimes/gziphandler v1.1.1 // indirect
 	github.com/RoaringBitmap/roaring v0.5.5
@@ -9,7 +7,7 @@ require (
 	github.com/afex/hystrix-go v0.0.0-20180502004556-fa1af6a1f4f5
 	github.com/alibaba/sentinel-golang v1.0.1
 	github.com/apache/dubbo-getty v1.4.1
-	github.com/apache/dubbo-go-hessian2 v1.8.0
+	github.com/apache/dubbo-go-hessian2 v1.8.2
 	github.com/coreos/etcd v3.3.25+incompatible
 	github.com/creasty/defaults v1.5.1
 	github.com/dubbogo/go-zookeeper v1.0.2
diff --git a/go.sum b/go.sum
index bc0b1ec8bf5e0e7e96531e57522f1238a53451a5..2c07089b681b1944ae8fd33fac7dbf18857d7155 100644
--- a/go.sum
+++ b/go.sum
@@ -62,7 +62,6 @@ github.com/RoaringBitmap/roaring v0.5.5 h1:naNqvO1mNnghk2UvcsqnzHDBn9DRbCIRy94Gm
 github.com/RoaringBitmap/roaring v0.5.5/go.mod h1:puNo5VdzwbaIQxSiDIwfXl4Hnc+fbovcX4IW/dSTtUk=
 github.com/Shopify/sarama v1.19.0/go.mod h1:FVkBWblsNy7DGZRfXLU0O9RCGt5g3g3yEuWXgklEdEo=
 github.com/Shopify/toxiproxy v2.1.4+incompatible/go.mod h1:OXgGpZ6Cli1/URJOF1DMxUHB2q5Ap20/P/eIdh4G0pI=
-github.com/StackExchange/wmi v0.0.0-20180116203802-5d049714c4a6 h1:fLjPD/aNc3UIOA6tDi6QXUemppXK3P9BI7mr2hd6gx8=
 github.com/StackExchange/wmi v0.0.0-20180116203802-5d049714c4a6/go.mod h1:3eOhrUMpNV+6aFIbp5/iudMxNCF27Vw2OZgy4xEx0Fg=
 github.com/StackExchange/wmi v0.0.0-20190523213315-cbe66965904d h1:G0m3OIz70MZUWq3EgK3CesDbo8upS2Vm9/P3FtgI+Jk=
 github.com/StackExchange/wmi v0.0.0-20190523213315-cbe66965904d/go.mod h1:3eOhrUMpNV+6aFIbp5/iudMxNCF27Vw2OZgy4xEx0Fg=
@@ -84,8 +83,8 @@ github.com/aliyun/alibaba-cloud-sdk-go v1.61.18 h1:zOVTBdCKFd9JbCKz9/nt+FovbjPFm
 github.com/aliyun/alibaba-cloud-sdk-go v1.61.18/go.mod h1:v8ESoHo4SyHmuB4b1tJqDHxfTGEciD+yhvOU/5s1Rfk=
 github.com/apache/dubbo-getty v1.4.1 h1:M9yaFhemThQSWtRwmJNrxNuv7FzydlFx5EY8oq1v+lw=
 github.com/apache/dubbo-getty v1.4.1/go.mod h1:ansXgKxxyhCOiQL29nO5ce1MDcEKmCyZuNR9oMs3hek=
-github.com/apache/dubbo-go-hessian2 v1.8.0 h1:+GJQHxWd/WUw2p4hbfCal/zjKvGVb8yJZzOke8IEazc=
-github.com/apache/dubbo-go-hessian2 v1.8.0/go.mod h1:7rEw9guWABQa6Aqb8HeZcsYPHsOS7XT1qtJvkmI6c5w=
+github.com/apache/dubbo-go-hessian2 v1.8.2 h1:CQq2Mmlrk6Fqmudwl9Dqps8drTrBFnmXRlzgOjj0FqA=
+github.com/apache/dubbo-go-hessian2 v1.8.2/go.mod h1:xQUjE7F8PX49nm80kChFvepA/AvqAZ0oh/UaB6+6pBE=
 github.com/apache/thrift v0.12.0/go.mod h1:cp2SuWMxlEZw2r+iP2GNCdIi4C1qmUzdZFSVb+bacwQ=
 github.com/apache/thrift v0.13.0/go.mod h1:cp2SuWMxlEZw2r+iP2GNCdIi4C1qmUzdZFSVb+bacwQ=
 github.com/armon/circbuf v0.0.0-20150827004946-bbbad097214e h1:QEF07wC0T1rKkctt1RINW/+RMTVmiwxETico2l3gxJA=
@@ -234,7 +233,6 @@ github.com/go-logfmt/logfmt v0.3.0/go.mod h1:Qt1PoO58o5twSAckw1HlFXLmHsOX5/0LbT9
 github.com/go-logfmt/logfmt v0.4.0/go.mod h1:3RMwSq7FuexP4Kalkev3ejPJsZTpXXBr9+V4qmtdjCk=
 github.com/go-logfmt/logfmt v0.5.0/go.mod h1:wCYkCAKZfumFQihp8CzCvQ3paCTfi41vtzG1KdI/P7A=
 github.com/go-logr/logr v0.1.0/go.mod h1:ixOQHD9gLJUVQQ2ZOR7zLEifBX6tGkNJF4QyIY7sIas=
-github.com/go-ole/go-ole v1.2.1 h1:2lOsA72HgjxAuMlKpFiCbHTvu44PIVkZ5hqm3RSdI/E=
 github.com/go-ole/go-ole v1.2.1/go.mod h1:7FAglXiTm7HKlQRDeOQ6ZNUHidzCWXuZWq/1dTyBNF8=
 github.com/go-ole/go-ole v1.2.4 h1:nNBDSCOigTSiarFpYE9J/KtEA1IOW4CNeqT9TQDqCxI=
 github.com/go-ole/go-ole v1.2.4/go.mod h1:XCwSNxSkXRo4vlyPy93sltvi/qJq0jqQhjqQNIwKuxM=
diff --git a/registry/file/service_discovery.go b/registry/file/service_discovery.go
index c3b77f6849c7566496d1b8e6f900dd48ac128b8a..768a1c2a3d8a208d637e374632da530a43465a4e 100644
--- a/registry/file/service_discovery.go
+++ b/registry/file/service_discovery.go
@@ -69,7 +69,7 @@ func newFileSystemServiceDiscovery(name string) (registry.ServiceDiscovery, erro
 	fdcf := extension.GetConfigCenterFactory(constant.FILE_KEY)
 	p := path.Join(rp, ".dubbo", constant.REGISTRY_KEY)
 	url, _ := common.NewURL("")
-	url.AddParamAvoidNil(file.CONFIG_CENTER_DIR_PARAM_NAME, p)
+	url.AddParamAvoidNil(file.ConfigCenterDirParamName, p)
 	c, err := fdcf.GetDynamicConfiguration(url)
 	if err != nil {
 		return nil, perrors.WithStack(err)