THE ART OF COMPUTER SYSTEMS PERFORMANCE ANALYSIS Techniques for Experimental Design, Measurement, Simulation and Modeling

Abstract

Based on the author's experience at Digital Equipment Corporation and at Massachusetts Institute of Technology. this book (ISBN 0471-50336-3) published by Wiley-Interscience, New York, provides computer professionals with the straightforward, real-world performance evaluation techniques needed to make intelligent choices when designing or purchasing systems of all kinds. Written in a non-mathematical, straightforward style, the book includes real case studies of systems ranging from database querying packages to networks, CAD systems, processor design, distributed systems, and dataflow architectures. It provides a comprehensive treatment of all aspects of performance evaluation including metrics and workload selection, experimental design, measurement, simulation, analytical modeling, data analysis, and presentation. A particularly interesting aspect of the book is the discussion on common mistakes and pitfalls for different aspects. Additionally, important techniques and results have been summarized in boxes for quick references, and over 150 examples and case studies, numerous illustrations and exercises are included.