diff --git a/test/e2e/resource_test.go b/test/e2e/resource_test.go
index 1839164fd..971d24341 100644
--- a/test/e2e/resource_test.go
+++ b/test/e2e/resource_test.go
@@ -571,9 +571,13 @@ var _ = ginkgo.Describe("[resource-status collection] resource status collection
 			pdbNamespace = testNamespace
 			pdbName = policyName
 			deploymentName := policyName
+			// use a special label value to prevent PDB from selecting pods of other parallel e2e cases.
+			matchLabels := map[string]string{"app": "nginx-" + rand.String(RandomStrLength)}
 
 			deployment = testhelper.NewDeployment(pdbNamespace, deploymentName)
-			pdb = testhelper.NewPodDisruptionBudget(pdbNamespace, pdbName, intstr.FromString("50%"))
+			deployment.Spec.Selector.MatchLabels = matchLabels
+			deployment.Spec.Template.Labels = matchLabels
+			pdb = testhelper.NewPodDisruptionBudget(pdbNamespace, pdbName, intstr.FromString("50%"), matchLabels)
 			policy = testhelper.NewPropagationPolicy(policyNamespace, policyName, []policyv1alpha1.ResourceSelector{
 				{
 					APIVersion: pdb.APIVersion,
diff --git a/test/helper/resource.go b/test/helper/resource.go
index 09d795425..5f001efa7 100644
--- a/test/helper/resource.go
+++ b/test/helper/resource.go
@@ -936,9 +936,7 @@ func NewIngress(namespace, name string) *networkingv1.Ingress {
 }
 
 // NewPodDisruptionBudget will build a new PodDisruptionBudget object.
-func NewPodDisruptionBudget(namespace, name string, maxUnAvailable intstr.IntOrString) *policyv1.PodDisruptionBudget {
-	podLabels := map[string]string{"app": "nginx"}
-
+func NewPodDisruptionBudget(namespace, name string, maxUnAvailable intstr.IntOrString, matchLabels map[string]string) *policyv1.PodDisruptionBudget {
 	return &policyv1.PodDisruptionBudget{
 		TypeMeta: metav1.TypeMeta{
 			APIVersion: "policy/v1",
@@ -951,7 +949,7 @@ func NewPodDisruptionBudget(namespace, name string, maxUnAvailable intstr.IntOrS
 		Spec: policyv1.PodDisruptionBudgetSpec{
 			MaxUnavailable: &maxUnAvailable,
 			Selector: &metav1.LabelSelector{
-				MatchLabels: podLabels,
+				MatchLabels: matchLabels,
 			},
 		},
 	}