diff --git a/pkg/controller/batchrelease/workloads/statefulset_like_controller.go b/pkg/controller/batchrelease/workloads/statefulset_like_controller.go
index e6fb279..7af5067 100644
--- a/pkg/controller/batchrelease/workloads/statefulset_like_controller.go
+++ b/pkg/controller/batchrelease/workloads/statefulset_like_controller.go
@@ -215,7 +215,6 @@ func (c *StatefulSetLikeController) countUpdatedReadyPods(updateRevision string)
 			updatedReadyReplicas++
 		}
 	}
-	klog.V(3).Infof("BatchRelease(%v) observed %d updatedReadyReplicas")
 	return updatedReadyReplicas, nil
 }
 
diff --git a/pkg/util/controller_finder.go b/pkg/util/controller_finder.go
index a7d11f9..ebb6b37 100644
--- a/pkg/util/controller_finder.go
+++ b/pkg/util/controller_finder.go
@@ -278,7 +278,7 @@ func (r *ControllerFinder) getStatefulSetLikeWorkload(namespace string, ref *rol
 func (r *ControllerFinder) getLatestCanaryDeployment(stable *apps.Deployment) (*apps.Deployment, error) {
 	canaryList := &apps.DeploymentList{}
 	selector, _ := metav1.LabelSelectorAsSelector(&metav1.LabelSelector{MatchLabels: map[string]string{CanaryDeploymentLabel: stable.Name}})
-	err := r.List(context.TODO(), canaryList, &client.ListOptions{LabelSelector: selector}, utilclient.DisableDeepCopy)
+	err := r.List(context.TODO(), canaryList, &client.ListOptions{LabelSelector: selector, Namespace: stable.Namespace}, utilclient.DisableDeepCopy)
 	if err != nil {
 		return nil, err
 	} else if len(canaryList.Items) == 0 {
diff --git a/pkg/util/pod_utils.go b/pkg/util/pod_utils.go
index b435dcd..0d86608 100644
--- a/pkg/util/pod_utils.go
+++ b/pkg/util/pod_utils.go
@@ -8,7 +8,6 @@ import (
 	utilclient "github.com/openkruise/rollouts/pkg/util/client"
 	appsv1 "k8s.io/api/apps/v1"
 	v1 "k8s.io/api/core/v1"
-	metav1 "k8s.io/apimachinery/pkg/apis/meta/v1"
 	"k8s.io/apimachinery/pkg/types"
 	"k8s.io/klog/v2"
 	"sigs.k8s.io/controller-runtime/pkg/client"
@@ -86,7 +85,7 @@ func ListOwnedPods(c client.Client, object client.Object) ([]*v1.Pod, error) {
 	}
 
 	podLister := &v1.PodList{}
-	err = c.List(context.TODO(), podLister, &client.ListOptions{LabelSelector: selector}, utilclient.DisableDeepCopy)
+	err = c.List(context.TODO(), podLister, &client.ListOptions{LabelSelector: selector, Namespace: object.GetNamespace()}, utilclient.DisableDeepCopy)
 	if err != nil {
 		return nil, err
 	}
@@ -96,8 +95,12 @@ func ListOwnedPods(c client.Client, object client.Object) ([]*v1.Pod, error) {
 		if IsCompletedPod(pod) {
 			continue
 		}
-		owner := metav1.GetControllerOf(pod)
-		if owner == nil || owner.UID != object.GetUID() {
+		// we should find their indirect owner-relationship,
+		// such as pod -> replicaset -> deployment
+		owned, err := IsOwnedBy(c, pod, object)
+		if err != nil {
+			return nil, err
+		} else if !owned {
 			continue
 		}
 		pods = append(pods, pod)
diff --git a/pkg/util/workloads_utils.go b/pkg/util/workloads_utils.go
index b2de708..2438869 100644
--- a/pkg/util/workloads_utils.go
+++ b/pkg/util/workloads_utils.go
@@ -72,6 +72,7 @@ const (
 
 var (
 	knownWorkloadGVKs = []*schema.GroupVersionKind{
+		&ControllerKindRS,
 		&ControllerKindDep,
 		&ControllerKindSts,
 		&ControllerKruiseKindCS,
@@ -231,10 +232,12 @@ func GetEmptyWorkloadObject(gvk schema.GroupVersionKind) client.Object {
 		return nil
 	}
 
-	switch gvk.Kind {
-	case ControllerKindDep.Kind:
+	switch gvk {
+	case ControllerKindRS:
+		return &apps.ReplicaSet{}
+	case ControllerKindDep:
 		return &apps.Deployment{}
-	case ControllerKruiseKindCS.Kind:
+	case ControllerKruiseKindCS:
 		return &appsv1alpha1.CloneSet{}
 	default:
 		unstructuredObject := &unstructured.Unstructured{}
@@ -507,32 +510,53 @@ func IsSupportedWorkload(gvk schema.GroupVersionKind) bool {
 	return false
 }
 
+// GetOwnerWorkload return the top-level workload that is controlled by rollout,
+// if the object has no owner, just return nil
 func GetOwnerWorkload(r client.Reader, object client.Object) (client.Object, error) {
+	if object == nil {
+		return nil, nil
+	}
 	owner := metav1.GetControllerOf(object)
-	if owner == nil {
+	// We just care about the top-level workload that is referred by rollout
+	if owner == nil || len(object.GetAnnotations()[InRolloutProgressingAnnotation]) > 0 {
 		return nil, nil
 	}
 
 	ownerGvk := schema.FromAPIVersionAndKind(owner.APIVersion, owner.Kind)
 	ownerKey := types.NamespacedName{Namespace: object.GetNamespace(), Name: owner.Name}
-	if ownerGvk.Group == ControllerKindRS.Group && ownerGvk.Kind == ControllerKindRS.Kind {
-		replicaset := &apps.ReplicaSet{}
-		err := r.Get(context.TODO(), ownerKey, replicaset)
-		if err != nil {
-			return nil, err
-		}
-		return GetOwnerWorkload(r, replicaset)
-	}
-
 	ownerObj := GetEmptyWorkloadObject(ownerGvk)
 	if ownerObj == nil {
 		return nil, nil
 	}
 	err := r.Get(context.TODO(), ownerKey, ownerObj)
-	if err != nil {
+	if client.IgnoreNotFound(err) != nil {
 		return nil, err
 	}
-	return ownerObj, nil
+	return GetOwnerWorkload(r, ownerObj)
+}
+
+// IsOwnedBy will return true if the child is owned by parent directly or indirectly.
+func IsOwnedBy(r client.Reader, child, parent client.Object) (bool, error) {
+	if child == nil {
+		return false, nil
+	}
+	owner := metav1.GetControllerOf(child)
+	if owner == nil {
+		return false, nil
+	} else if owner.UID == parent.GetUID() {
+		return true, nil
+	}
+	ownerGvk := schema.FromAPIVersionAndKind(owner.APIVersion, owner.Kind)
+	ownerKey := types.NamespacedName{Namespace: child.GetNamespace(), Name: owner.Name}
+	ownerObj := GetEmptyWorkloadObject(ownerGvk)
+	if ownerObj == nil {
+		return false, nil
+	}
+	err := r.Get(context.TODO(), ownerKey, ownerObj)
+	if client.IgnoreNotFound(err) != nil {
+		return false, err
+	}
+	return IsOwnedBy(r, ownerObj, parent)
 }
 
 func IsWorkloadType(object client.Object, t WorkloadType) bool {
diff --git a/test/e2e/rollout_test.go b/test/e2e/rollout_test.go
index b96da8a..6a1b35c 100644
--- a/test/e2e/rollout_test.go
+++ b/test/e2e/rollout_test.go
@@ -65,6 +65,12 @@ var _ = SIGDescribe("Rollout", func() {
 		cloneSet := &appsv1alpha1.CloneSetList{}
 		k8sClient.List(context.TODO(), cloneSet, client.InNamespace(namespace))
 		fmt.Println(util.DumpJSON(cloneSet))
+		sts := &apps.StatefulSetList{}
+		k8sClient.List(context.TODO(), sts, client.InNamespace(namespace))
+		fmt.Println(util.DumpJSON(sts))
+		asts := &appsv1beta1.StatefulSetList{}
+		k8sClient.List(context.TODO(), asts, client.InNamespace(namespace))
+		fmt.Println(util.DumpJSON(asts))
 	}
 
 	CreateObject := func(object client.Object, options ...client.CreateOption) {