After deleting multiple rows from a large Access database, one can compact the database and shrink its size using Access. Is there a way to accomplish this on a database that resides on the web, using ASP/SQL or some other language? Or must the database be downloaded, compacted using Access, and then uploaded again?

You have to download the MS Access database in order to compact it.