We illustrate the benefits of combining database
systems and Grid technologies for data-intensive
applications. Using a cluster of SQL servers, we
reimplemented an existing Grid application that
finds galaxy clusters in a large astronomical
database. The SQL implementation runs an order
of magnitude faster than the earlier Tcl-C-filebased
implementation. We discuss why and how
Grid applications can take advantage of database
systems.