This paper describes some preliminary results about a workload charact
erization study at a national supercomputer center. This study is part
of a larger project to develop an analytic methodology for the constr
uction of a representative benchmark set. Our study reports on 292,254
user jobs during the period from June 1992 to July 1993 and represent
s about one-half of the wall clock time available on the four-processo
r GRAY Y-MP at the National Center for Supercomputing Applications dur
ing this time. The performance statistics we gathered in some sense de
fine the workload because of the large fraction of the available time
that was recorded. These statistics will allow us to ''reverse enginee
r'' a set of benchmarks that analytically represents the workload at t
his site.