You can set up your Apache Derby database for Application Center manually.
For supported versions of Apache Derby, see System requirements.
connect 'jdbc:derby:APPCNTR;user=APPCENTER;create=true'; run '<product_install_dir>/ApplicationCenter/databases/create-appcenter-derby.sql'; quit;