diff --git a/pkg/ovs/ovsctl/appctl.go b/pkg/ovs/ovsctl/appctl.go
index c6d2310a336..1a81eb3ab7f 100644
--- a/pkg/ovs/ovsctl/appctl.go
+++ b/pkg/ovs/ovsctl/appctl.go
@@ -15,14 +15,11 @@
 package ovsctl
 
 import (
+	"bytes"
 	"fmt"
-	"os/exec"
 	"strings"
 )
 
-// File path of the ovs-vswitchd control UNIX domain socket.
-const ovsVSwitchdUDS = "/var/run/openvswitch/ovs-vswitchd.*.ctl"
-
 // Shell exits with 127 if the command to execute is not found.
 const exitCodeCommandNotFound = 127
 
@@ -128,6 +125,8 @@ func (c *ovsCtlClient) runTracing(flow string) (string, error) {
 	if execErr != nil {
 		return "", execErr
 	}
+	// Remove "\r" to avoid format issue on Windows.
+	out = bytes.ReplaceAll(out, []byte("\r"), []byte(""))
 	return string(out), nil
 }
 
@@ -137,7 +136,7 @@ func (c *ovsCtlClient) runAppctlCmd(cmd string, args ...string) ([]byte, *ExecEr
 	// to reach ovs-vswitchd using the PID.
 	cmdStr := fmt.Sprintf("ovs-appctl -t %s %s %s", ovsVSwitchdUDS, cmd, c.bridge)
 	cmdStr = cmdStr + " " + strings.Join(args, " ")
-	out, err := exec.Command("/bin/sh", "-c", cmdStr).CombinedOutput()
+	out, err := getOVSCommand(cmdStr).CombinedOutput()
 	if err != nil {
 		return nil, newExecError(err, string(out))
 	}
diff --git a/pkg/ovs/ovsctl/ofctl.go b/pkg/ovs/ovsctl/ofctl.go
index f77bc9d1ca2..33a660ba607 100644
--- a/pkg/ovs/ovsctl/ofctl.go
+++ b/pkg/ovs/ovsctl/ofctl.go
@@ -17,7 +17,6 @@ package ovsctl
 import (
 	"bufio"
 	"fmt"
-	"os/exec"
 	"strings"
 )
 
@@ -91,7 +90,7 @@ func (c *ovsCtlClient) DumpGroups(args ...string) ([][]string, error) {
 func (c *ovsCtlClient) RunOfctlCmd(cmd string, args ...string) ([]byte, error) {
 	cmdStr := fmt.Sprintf("ovs-ofctl -O Openflow13 %s %s", cmd, c.bridge)
 	cmdStr = cmdStr + " " + strings.Join(args, " ")
-	out, err := exec.Command("/bin/sh", "-c", cmdStr).Output()
+	out, err := getOVSCommand(cmdStr).Output()
 	if err != nil {
 		return nil, err
 	}
diff --git a/pkg/ovs/ovsctl/ovsctl_others.go b/pkg/ovs/ovsctl/ovsctl_others.go
new file mode 100644
index 00000000000..8a1662db60a
--- /dev/null
+++ b/pkg/ovs/ovsctl/ovsctl_others.go
@@ -0,0 +1,26 @@
+// +build linux darwin
+
+// Copyright 2020 Antrea Authors
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//     http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package ovsctl
+
+import "os/exec"
+
+// File path of the ovs-vswitchd control UNIX domain socket.
+const ovsVSwitchdUDS = "/var/run/openvswitch/ovs-vswitchd.*.ctl"
+
+func getOVSCommand(cmdStr string) *exec.Cmd {
+	return exec.Command("/bin/sh", "-c", cmdStr)
+}
diff --git a/pkg/ovs/ovsctl/ovsctl_windows.go b/pkg/ovs/ovsctl/ovsctl_windows.go
new file mode 100644
index 00000000000..f8ef82bbe62
--- /dev/null
+++ b/pkg/ovs/ovsctl/ovsctl_windows.go
@@ -0,0 +1,26 @@
+// +build windows
+
+// Copyright 2020 Antrea Authors
+//
+// Licensed under the Apache License, Version 2.0 (the "License");
+// you may not use this file except in compliance with the License.
+// You may obtain a copy of the License at
+//
+//     http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing, software
+// distributed under the License is distributed on an "AS IS" BASIS,
+// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+// See the License for the specific language governing permissions and
+// limitations under the License.
+
+package ovsctl
+
+import "os/exec"
+
+// File path of the ovs-vswitchd control named pipe.
+const ovsVSwitchdUDS = "c:/openvswitch/var/run/openvswitch/ovs-vswitchd.ctl"
+
+func getOVSCommand(cmdStr string) *exec.Cmd {
+	return exec.Command("cmd.exe", "/c", cmdStr)
+}