diff --git a/python/pyspark/sql/tests/connect/client/test_artifact.py b/python/pyspark/sql/tests/connect/client/test_artifact.py
index 4aec179bcf2a..d45230e926b1 100644
--- a/python/pyspark/sql/tests/connect/client/test_artifact.py
+++ b/python/pyspark/sql/tests/connect/client/test_artifact.py
@@ -390,6 +390,12 @@ def test_cache_artifact(self):
 
 
 class LocalClusterArtifactTests(ReusedConnectTestCase, ArtifactTestsMixin):
+    @classmethod
+    def conf(cls):
+        return (
+            super().conf().set("spark.driver.memory", "512M").set("spark.executor.memory", "512M")
+        )
+
     @classmethod
     def root(cls):
         # In local cluster, we can mimic the production usage.
@@ -397,7 +403,7 @@ def root(cls):
 
     @classmethod
     def master(cls):
-        return "local-cluster[2,2,1024]"
+        return "local-cluster[2,2,512]"
 
 
 if __name__ == "__main__":