diff --git a/test/images/volume/rbd/BASEIMAGE b/test/images/volume/rbd/BASEIMAGE
index 3c320a09162..85393293196 100644
--- a/test/images/volume/rbd/BASEIMAGE
+++ b/test/images/volume/rbd/BASEIMAGE
@@ -1,3 +1,3 @@
-linux/amd64=fedora:26
-linux/arm64=arm64v8/fedora:26
-linux/ppc64le=ppc64le/fedora:26
+linux/amd64=fedora:33
+linux/arm64=arm64v8/fedora:33
+linux/ppc64le=ppc64le/fedora:33
diff --git a/test/images/volume/rbd/Dockerfile b/test/images/volume/rbd/Dockerfile
index 40742f60dec..fd82a4126a5 100644
--- a/test/images/volume/rbd/Dockerfile
+++ b/test/images/volume/rbd/Dockerfile
@@ -21,7 +21,7 @@ FROM $BASEIMAGE
 CROSS_BUILD_COPY qemu-QEMUARCH-static /usr/bin/
 
 # Base Packages
-RUN yum install -y wget strace psmisc procps-ng ceph ceph-fuse && yum clean all
+RUN yum install -y wget strace psmisc procps-ng ceph ceph-fuse hostname && yum clean all
 
 # Get ports exposed
 EXPOSE 6789
diff --git a/test/images/volume/rbd/bootstrap.sh b/test/images/volume/rbd/bootstrap.sh
index 8b8136f1e10..3414bfa949b 100755
--- a/test/images/volume/rbd/bootstrap.sh
+++ b/test/images/volume/rbd/bootstrap.sh
@@ -41,6 +41,15 @@ sh ./mds.sh
 # Prepare a RBD volume "foo" (only with layering feature, the others may
 # require newer clients).
 # NOTE: we need Ceph kernel modules on the host that runs the client!
+# As the default pool `rbd` might not be created on arm64 platform for ceph deployment,
+# should create it if it does not exist.
+arch=$(uname -m)
+if [[ ${arch} = 'aarch64' || ${arch} = 'arm64' ]]; then
+    if [[ $(ceph osd lspools) = "" ]]; then
+        ceph osd pool create rbd 8
+        rbd pool init rbd
+    fi
+fi
 rbd import --image-feature layering block foo
 
 # Prepare a cephfs volume