diff --git a/lib/glance b/lib/glance
index 92577d9..7a84e8e 100644
--- a/lib/glance
+++ b/lib/glance
@@ -102,7 +102,6 @@
     inicomment $GLANCE_API_CONF DEFAULT log_file
     iniset $GLANCE_API_CONF DEFAULT sql_connection $dburl
     iniset $GLANCE_API_CONF DEFAULT use_syslog $SYSLOG
-    iniset $GLANCE_API_CONF DEFAULT filesystem_store_datadir $GLANCE_IMAGE_DIR/
     iniset $GLANCE_API_CONF DEFAULT image_cache_dir $GLANCE_CACHE_DIR/
     iniset $GLANCE_API_CONF paste_deploy flavor keystone+cachemanagement
     iniset $GLANCE_API_CONF keystone_authtoken identity_uri $KEYSTONE_AUTH_URI
@@ -121,6 +120,13 @@
         iniset $GLANCE_API_CONF DEFAULT disk_formats "ami,ari,aki,vhd,raw,iso"
     fi
 
+    # Store specific configs
+    iniset $GLANCE_API_CONF DEFAULT filesystem_store_datadir $GLANCE_IMAGE_DIR/
+
+    # NOTE(flaper87): Until Glance is fully migrated, set these configs in both
+    # sections.
+    iniset $GLANCE_API_CONF glance_store filesystem_store_datadir $GLANCE_IMAGE_DIR/
+
     # Store the images in swift if enabled.
     if is_service_enabled s-proxy; then
         iniset $GLANCE_API_CONF DEFAULT default_store swift
@@ -130,6 +136,15 @@
         iniset $GLANCE_API_CONF DEFAULT swift_store_create_container_on_put True
 
         iniset $GLANCE_API_CONF DEFAULT known_stores "glance.store.filesystem.Store, glance.store.http.Store, glance.store.swift.Store"
+
+        # NOTE(flaper87): Until Glance is fully migrated, set these configs in both
+        # sections.
+        iniset $GLANCE_API_CONF glance_store default_store swift
+        iniset $GLANCE_API_CONF glance_store swift_store_auth_address $KEYSTONE_SERVICE_URI/v2.0/
+        iniset $GLANCE_API_CONF glance_store swift_store_user $SERVICE_TENANT_NAME:glance-swift
+        iniset $GLANCE_API_CONF glance_store swift_store_key $SERVICE_PASSWORD
+        iniset $GLANCE_API_CONF glance_store swift_store_create_container_on_put True
+        iniset $GLANCE_API_CONF glance_store stores "file, http, swift"
     fi
 
     cp -p $GLANCE_DIR/etc/glance-registry-paste.ini $GLANCE_REGISTRY_PASTE_INI
@@ -140,7 +155,6 @@
     iniset $GLANCE_CACHE_CONF DEFAULT debug $ENABLE_DEBUG_LOG_LEVEL
     inicomment $GLANCE_CACHE_CONF DEFAULT log_file
     iniset $GLANCE_CACHE_CONF DEFAULT use_syslog $SYSLOG
-    iniset $GLANCE_CACHE_CONF DEFAULT filesystem_store_datadir $GLANCE_IMAGE_DIR/
     iniset $GLANCE_CACHE_CONF DEFAULT image_cache_dir $GLANCE_CACHE_DIR/
     iniuncomment $GLANCE_CACHE_CONF DEFAULT auth_url
     iniset $GLANCE_CACHE_CONF DEFAULT auth_url $KEYSTONE_AUTH_URI/v2.0
@@ -151,6 +165,12 @@
     iniuncomment $GLANCE_CACHE_CONF DEFAULT auth_password
     iniset $GLANCE_CACHE_CONF DEFAULT admin_password $SERVICE_PASSWORD
 
+    # Store specific confs
+    # NOTE(flaper87): Until Glance is fully migrated, set these configs in both
+    # sections.
+    iniset $GLANCE_CACHE_CONF DEFAULT filesystem_store_datadir $GLANCE_IMAGE_DIR/
+    iniset $GLANCE_CACHE_CONF glance_store filesystem_store_datadir $GLANCE_IMAGE_DIR/
+
     cp -p $GLANCE_DIR/etc/policy.json $GLANCE_POLICY_JSON
     cp -p $GLANCE_DIR/etc/schema-image.json $GLANCE_SCHEMA_JSON
 }