diff --git a/lib/ceph b/lib/ceph
index 84640420df..30ca903a8d 100644
--- a/lib/ceph
+++ b/lib/ceph
@@ -198,10 +198,11 @@ function configure_ceph_glance {
     sudo ceph -c ${CEPH_CONF_FILE} auth get-or-create client.${GLANCE_CEPH_USER} mon "allow r" osd "allow class-read object_prefix rbd_children, allow rwx pool=${GLANCE_CEPH_POOL}" | sudo tee ${CEPH_CONF_DIR}/ceph.client.${GLANCE_CEPH_USER}.keyring
     sudo chown ${STACK_USER}:$(id -g -n $whoami) ${CEPH_CONF_DIR}/ceph.client.${GLANCE_CEPH_USER}.keyring
     iniset $GLANCE_API_CONF DEFAULT default_store rbd
-    iniset $GLANCE_API_CONF DEFAULT rbd_store_ceph_conf $CEPH_CONF_FILE
-    iniset $GLANCE_API_CONF DEFAULT rbd_store_user $GLANCE_CEPH_USER
-    iniset $GLANCE_API_CONF DEFAULT rbd_store_pool $GLANCE_CEPH_POOL
     iniset $GLANCE_API_CONF DEFAULT show_image_direct_url True
+    iniset $GLANCE_API_CONF glance_store stores "file, http, rbd"
+    iniset $GLANCE_API_CONF glance_store rbd_store_ceph_conf $CEPH_CONF_FILE
+    iniset $GLANCE_API_CONF glance_store rbd_store_user $GLANCE_CEPH_USER
+    iniset $GLANCE_API_CONF glance_store rbd_store_pool $GLANCE_CEPH_POOL
 }
 
 # configure_ceph_nova() - Nova config needs to come after Nova is set up