diff --git a/build/charts/antrea/templates/whereabouts/clusterrole.yaml b/build/charts/antrea/templates/whereabouts/clusterrole.yaml
index c7af5821866..7163d2f4e1e 100644
--- a/build/charts/antrea/templates/whereabouts/clusterrole.yaml
+++ b/build/charts/antrea/templates/whereabouts/clusterrole.yaml
@@ -10,6 +10,7 @@ rules:
       - whereabouts.cni.cncf.io
     resources:
       - ippools
+      - overlappingrangeipreservations
     verbs:
       - get
       - put
@@ -19,4 +20,13 @@ rules:
       - patch
       - create
       - delete
+  - apiGroups:
+      - coordination.k8s.io
+    resources:
+      - leases
+    verbs:
+      - create
+      - get
+      - list
+      - update
 {{- end }}
diff --git a/build/images/base/Dockerfile b/build/images/base/Dockerfile
index 71af10f5aae..99ee18887ff 100644
--- a/build/images/base/Dockerfile
+++ b/build/images/base/Dockerfile
@@ -2,7 +2,7 @@ ARG OVS_VERSION
 FROM ubuntu:20.04 as cni-binaries
 
 ARG CNI_BINARIES_VERSION
-ARG WHEREABOUTS_VERSION=v0.5.1
+ARG WHEREABOUTS_VERSION=v0.5.4
 
 RUN apt-get update && \
     apt-get install -y --no-install-recommends wget ca-certificates
diff --git a/pkg/agent/cniserver/ipam/antrea_ipam.go b/pkg/agent/cniserver/ipam/antrea_ipam.go
index d9cd90f7309..a776beeeeec 100644
--- a/pkg/agent/cniserver/ipam/antrea_ipam.go
+++ b/pkg/agent/cniserver/ipam/antrea_ipam.go
@@ -32,7 +32,7 @@ import (
 )
 
 const (
-	AntreaIPAMType = "antrea"
+	AntreaIPAMType      = "antrea"
 )
 
 // Antrea IPAM driver would allocate IP addresses according to object IPAM annotation,
diff --git a/pkg/agent/secondarynetwork/podwatch/controller.go b/pkg/agent/secondarynetwork/podwatch/controller.go
index f9244187673..e7620e8c75c 100644
--- a/pkg/agent/secondarynetwork/podwatch/controller.go
+++ b/pkg/agent/secondarynetwork/podwatch/controller.go
@@ -132,7 +132,11 @@ func removePodAllSecondaryNetwork(podCNIInfo *cnipodcache.CNIConfigInfo) error {
 	// Clean-up IPAM at whereabouts db (etcd or kubernetes API server) for all the secondary networks of the Pod which is getting removed.
 	// NOTE: SR-IOV VF interface clean-up, upon Pod delete will be handled by SR-IOV device plugin. Not handled here.
 	cmdArgs = &invoke.Args{Command: string("DEL"), ContainerID: podCNIInfo.ContainerID,
-		NetNS: podCNIInfo.ContainerNetNS, Path: cniPath}
+		NetNS: podCNIInfo.ContainerNetNS, Path: cniPath, PluginArgs: [][2]string{
+			{"K8S_POD_NAME", podCNIInfo.PodName},
+			{"K8S_POD_NAMESPACE", podCNIInfo.PodNameSpace},
+			{"K8S_POD_INFRA_CONTAINER_ID", podCNIInfo.ContainerID},
+		}}
 	// example: podCNIInfo.NetworkConfig = {"eth1": net1-cniconfig, "eth2": net2-cniconfig}
 	for secNetInstIface, secNetInstConfig := range podCNIInfo.NetworkConfig {
 		cmdArgs.IfName = secNetInstIface
@@ -190,7 +194,7 @@ func (pc *PodController) handleAddUpdatePod(obj interface{}) error {
 	// Avoid processing Pod annotation, if we already have at least one secondary network successfully configured on this Pod.
 	// We do not support/handle Annotation updates yet.
 	if len(podCNIInfo.NetworkConfig) > 0 {
-		klog.InfoS("Secondary network already configured on this Pod. Annotation update not supported.", klog.KObj(pod))
+		klog.InfoS("Secondary network already configured on this Pod. Annotation update not supported.", "Pod", klog.KObj(pod))
 		return nil
 	}
 	// Parse Pod annotation and proceed with the secondary network configuration.
@@ -295,7 +299,11 @@ func (pc *PodController) configureSecondaryInterface(pod *corev1.Pod, netinfo *S
 	if netinfo.InterfaceType == sriovInterfaceType {
 		cmdArgs = &invoke.Args{Command: string("ADD"), ContainerID: podCNIInfo.ContainerID,
 			NetNS: podCNIInfo.ContainerNetNS, IfName: netinfo.InterfaceName,
-			Path: cniPath}
+			Path: cniPath, PluginArgs: [][2]string{
+				{"K8S_POD_NAME", podCNIInfo.PodName},
+				{"K8S_POD_NAMESPACE", podCNIInfo.PodNameSpace},
+				{"K8S_POD_INFRA_CONTAINER_ID", podCNIInfo.ContainerID},
+			}}
 		ipamResult, err = ipam.GetIPAMSubnetAddress(cniconfig, cmdArgs)
 		if err != nil {
 			return errors.New("secondary network IPAM failed")
@@ -329,7 +337,7 @@ func (pc *PodController) configureSecondaryInterface(pod *corev1.Pod, netinfo *S
 func (pc *PodController) configureSecondaryNetwork(pod *corev1.Pod, networklist []*SecondaryNetworkObject, podCNIInfo *cnipodcache.CNIConfigInfo) error {
 
 	for _, netinfo := range networklist {
-		klog.InfoS("Secondary Network Information:", netinfo)
+		klog.InfoS("Secondary Network Information:", "netInfo", netinfo)
 		if len(netinfo.NetworkName) > 0 {
 			netDefCRD, err := pc.netAttachDefClient.NetworkAttachmentDefinitions(pod.Namespace).Get(context.TODO(), netinfo.NetworkName, metav1.GetOptions{})
 			if err != nil {
@@ -353,10 +361,10 @@ func (pc *PodController) configureSecondaryNetwork(pod *corev1.Pod, networklist
 
 func (pc *PodController) Run(stopCh <-chan struct{}) {
 	defer func() {
-		klog.InfoS("Shutting down", controllerName)
+		klog.InfoS("Shutting down", "controller", controllerName)
 		pc.queue.ShutDown()
 	}()
-	klog.InfoS("Starting ", controllerName)
+	klog.InfoS("Starting ", "controller", controllerName)
 	go pc.podInformer.Run(stopCh)
 	if !cache.WaitForNamedCacheSync(controllerName, stopCh, pc.podInformer.HasSynced) {
 		return