diff --git a/backend/src/v2/driver/driver.go b/backend/src/v2/driver/driver.go
index c701aadc2ee..0be993d5545 100644
--- a/backend/src/v2/driver/driver.go
+++ b/backend/src/v2/driver/driver.go
@@ -1793,9 +1793,11 @@ func createPVC(
 			return "", createdExecution, pb.Execution_FAILED, fmt.Errorf("failed to get id from createdExecution")
 		}
 	*/
-	err = createCache(ctx, createdExecution, opts, taskStartedTime, fingerPrint, cacheClient)
-	if err != nil {
-		return "", createdExecution, pb.Execution_FAILED, fmt.Errorf("failed to create cache entrty for create pvc: %w", err)
+	if opts.Task.GetCachingOptions().GetEnableCache() {
+		err = createCache(ctx, createdExecution, opts, taskStartedTime, fingerPrint, cacheClient)
+		if err != nil {
+			return "", createdExecution, pb.Execution_FAILED, fmt.Errorf("failed to create cache entry for create pvc: %w", err)
+		}
 	}
 
 	return createdPVC.ObjectMeta.Name, createdExecution, pb.Execution_COMPLETE, nil
@@ -1902,9 +1904,11 @@ func deletePVC(
 			return createdExecution, pb.Execution_FAILED, fmt.Errorf("failed to get id from createdExecution")
 		}
 	*/
-	err = createCache(ctx, createdExecution, opts, taskStartedTime, fingerPrint, cacheClient)
-	if err != nil {
-		return createdExecution, pb.Execution_FAILED, fmt.Errorf("failed to create cache entrty for delete pvc: %w", err)
+	if opts.Task.GetCachingOptions().GetEnableCache() && ecfg.CachedMLMDExecutionID != "" {
+		err = createCache(ctx, createdExecution, opts, taskStartedTime, fingerPrint, cacheClient)
+		if err != nil {
+			return createdExecution, pb.Execution_FAILED, fmt.Errorf("failed to create cache entry for delete pvc: %w", err)
+		}
 	}
 
 	return createdExecution, pb.Execution_COMPLETE, nil
diff --git a/samples/v2/Makefile b/samples/v2/Makefile
index e348b64fc32..72015474d2b 100644
--- a/samples/v2/Makefile
+++ b/samples/v2/Makefile
@@ -16,12 +16,12 @@
 .PHONY: all
 all:
 	@for f in $$(find . -name "*.py"); do \
-		compiled="$${f%.*}_pipeline.json"; \
+		compiled="$${f%.*}_pipeline.yaml"; \
 		echo "compiling $${f} to $${compiled}"; \
-		dsl-compile-v2 --py "$${f}" --out $${compiled}""; \
+		kfp dsl compile --py "$${f}" --output $${compiled}""; \
 	done
 
 # clean up all genereated pipeline job JSON files
 .PHONY: clean
 clean:
-	@find . -name "*.json" -exec rm {} \;
+	@find . -name "*.yaml" -exec rm {} \;
diff --git a/samples/v2/pipeline_with_volume_no_cache.py b/samples/v2/pipeline_with_volume_no_cache.py
new file mode 100644
index 00000000000..762d8efa66d
--- /dev/null
+++ b/samples/v2/pipeline_with_volume_no_cache.py
@@ -0,0 +1,68 @@
+# Copyright 2023 The Kubeflow 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.
+"""Pipeline with no caching on volume creation, mount and deletion in v2 engine pipeline."""
+from kfp import dsl
+from kfp import kubernetes
+
+
+@dsl.component
+def producer() -> str:
+    with open('/data/file.txt', 'w') as file:
+        file.write('Hello world')
+    with open('/data/file.txt', 'r') as file:
+        content = file.read()
+    print(content)
+    return content
+
+
+@dsl.component
+def consumer() -> str:
+    with open('/data/file.txt', 'r') as file:
+        content = file.read()
+    print(content)
+    return content
+
+
+@dsl.pipeline
+def pipeline_with_volume_no_cache():
+    pvc1 = kubernetes.CreatePVC(
+        pvc_name_suffix='-my-pvc',
+        access_modes=['ReadWriteOnce'],
+        size='5Mi',
+        storage_class_name='standard',
+    ).set_caching_options(False)
+
+    task1 = producer()
+    task2 = consumer().after(task1)
+
+    kubernetes.mount_pvc(
+        task1,
+        pvc_name=pvc1.outputs['name'],
+        mount_path='/data',
+    )
+    kubernetes.mount_pvc(
+        task2,
+        pvc_name=pvc1.outputs['name'],
+        mount_path='/data',
+    )
+
+    delete_pvc1 = kubernetes.DeletePVC(
+        pvc_name=pvc1.outputs['name']).after(task2).set_caching_options(False)
+
+if __name__ == '__main__':
+    # execute only if run as a script
+    from kfp import compiler
+    compiler.Compiler().compile(
+        pipeline_func=pipeline_with_volume,
+        package_path='pipeline_with_volume.json')
\ No newline at end of file
diff --git a/samples/v2/pipeline_with_volume_no_cache_test.py b/samples/v2/pipeline_with_volume_no_cache_test.py
new file mode 100644
index 00000000000..b14caf73c4f
--- /dev/null
+++ b/samples/v2/pipeline_with_volume_no_cache_test.py
@@ -0,0 +1,37 @@
+# Copyright 2021 The Kubeflow 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.
+from __future__ import annotations
+
+import unittest
+
+from kfp.samples.test.utils import KfpTask
+from kfp.samples.test.utils import run_pipeline_func
+from kfp.samples.test.utils import TestCase
+import kfp_server_api
+
+from .pipeline_with_volume import pipeline_with_volume_no_cache
+
+
+def verify(t: unittest.TestCase, run: kfp_server_api.ApiRun,
+           tasks: dict[str, KfpTask], **kwargs):
+    t.assertEqual(run.status, 'Succeeded')
+
+
+if __name__ == '__main__':
+    run_pipeline_func([
+        TestCase(
+            pipeline_func=pipeline_with_volume_no_cache,
+            verify_func=verify,
+        ),
+    ])