diff --git a/kubeflow/fairing/builders/cluster/cluster.py b/kubeflow/fairing/builders/cluster/cluster.py
index 37e36b30..36a7b08e 100644
--- a/kubeflow/fairing/builders/cluster/cluster.py
+++ b/kubeflow/fairing/builders/cluster/cluster.py
@@ -27,7 +27,9 @@ def __init__(self,
                  namespace=None,
                  dockerfile_path=None,
                  cleanup=False,
-                 executable_path_prefix=None):
+                 executable_path_prefix=None,
+                 cache=False,
+                 single_snapshot=True):
         super().__init__(
             registry=registry,
             image_name=image_name,
@@ -43,6 +45,8 @@ def __init__(self,
         self.namespace = namespace or utils.get_default_target_namespace()
         self.cleanup = cleanup
         self.executable_path_prefix = executable_path_prefix
+        self.cache = cache
+        self.single_snapshot = single_snapshot
 
     def build(self):
         logging.info("Building image using cluster builder.")
@@ -68,7 +72,7 @@ def build(self):
         labels = {'fairing-builder': 'kaniko'}
         labels['fairing-build-id'] = str(uuid.uuid1())
         pod_spec = self.context_source.generate_pod_spec(
-            self.image_tag, self.push)
+            self.image_tag, self.push, self.cache, self.single_snapshot)
         for fn in self.pod_spec_mutators:
             fn(self.manager, pod_spec, self.namespace)
 
diff --git a/kubeflow/fairing/builders/cluster/minio_context.py b/kubeflow/fairing/builders/cluster/minio_context.py
index efa87997..1284c488 100644
--- a/kubeflow/fairing/builders/cluster/minio_context.py
+++ b/kubeflow/fairing/builders/cluster/minio_context.py
@@ -32,7 +32,7 @@ def upload_context(self, context_filename):
                                                bucket_name=bucket_name,
                                                file_to_upload=context_filename)
 
-    def generate_pod_spec(self, image_name, push):  # pylint: disable=arguments-differ
+    def generate_pod_spec(self, image_name, push, cache=False, single_snapshot=True):  # pylint: disable=arguments-differ
         """
         :param image_name: name of image to be built
         :param push: whether to push image to given registry or not
@@ -40,12 +40,17 @@ def generate_pod_spec(self, image_name, push):  # pylint: disable=arguments-diff
         args = [
             "--dockerfile=Dockerfile",
             "--destination=" + image_name,
-            "--context=" + self.uploaded_context_url,
-            "--single-snapshot"
+            "--context=" + self.uploaded_context_url
         ]
+        if single_snapshot:
+            args.append("--single-snapshot")
+
         if not push:
             args.append("--no-push")
 
+        if cache:
+            args.append("--cache=true")
+
         return client.V1PodSpec(
             containers=[
                 client.V1Container(