diff --git a/Dockerfile b/Dockerfile
index ed10cf72c6f138c7d674bc1a124e35ff48c80f0c..3d198051ea98d9b330baad605ffd4789e945bca2 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -5,7 +5,9 @@ FROM spark-operator/spark-operator:v1beta2-1.0.0-2.4.4 AS base
 FROM ${BASE_REGISTRY}/${BASE_IMAGE}:${BASE_TAG}
 RUN dnf upgrade -y
 RUN dnf install -y openssl curl
-RUN rm -rf /var/cache/dnf
+RUN dnf upgrade -y && \
+    dnf clean all && \
+    rm -rf /var/cache/dnf
 COPY --from=base /usr/bin/spark-operator /usr/bin/
 COPY tini /sbin/
 RUN chmod +x /sbin/tini