diff --git a/stack.sh b/stack.sh
index 7562a62..7eadf26 100755
--- a/stack.sh
+++ b/stack.sh
@@ -173,8 +173,11 @@
 
 # Delete existing images/database as glance will recreate the db on startup
 rm -rf /var/lib/glance/images/*
-rm -f $GLANCE_DIR/glance.sqlite
-
+# (re)create glance database
+mysql -uroot -p$MYSQL_PASS -e 'DROP DATABASE glance;' || true
+mysql -uroot -p$MYSQL_PASS -e 'CREATE DATABASE glance;'
+# Copy over our glance-registry.conf
+cp $DIR/files/glance-registry.conf $GLANCE_DIR/etc/glance-registry.conf
 
 # Nova
 # ----