Windows performance modeling and data reduction using WatchTower and Argus, Michael W. Knop, Praveen K. Paritosh, Peter A. Dinda, and Jennifer M. Schopf, Technical Report NWU-CS-01-6, Department of Computer Science, Northwestern University, June 2001 We describe and evaluate WatchTower, a system that simplifies the collection of Windows performance counter data, and Argus, a statistical methodology for evaluating this data and reducing the sheer volume of it. This is especially important when monitoring the performance of clusters for high performance computing.