Workload Characterization for Computer System Design: 542 (The Springer International Series in Engineering and Computer Science, 542) - Hardcover

Hardcover

ISBN 10: 079237777X ISBN 13: 9780792377771

Publisher: Springer, 2000

Synopsis

The advent of the world-wide web and web-based applications have dramatically changed the nature of computer applications. Computer system design, in the light of these changes, involves understanding these modem workloads, identifying bottlenecks during their execution, and appropriately tailoring microprocessors, memory systems, and the overall system to minimize bottlenecks. This book contains ten chapters dealing with several contemporary programming paradigms including Java, web server and database workloads. The first two chapters concentrate on Java. While Barisone et al.'s characterization in Chapter 1 deals with instruction set usage of Java applications, Kim et al.'s analysis in Chapter 2 focuses on memory referencing behavior of Java workloads. Several applications including the SPECjvm98 suite are studied using interpreter and Just-In-Time (TIT) compilers. Barisone et al.'s work includes an analytical model to compute the utilization of various functional units. Kim et al. present information on locality, live-range of objects, object lifetime distribution, etc. Studying database workloads has been a challenge to research groups, due to the difficulty in accessing standard benchmarks. Configuring hardware and software for database benchmarks such as those from the Transactions Processing Council (TPC) requires extensive effort. In Chapter 3, Keeton and Patterson present a simplified workload (microbenchmark) that approximates the characteristics of complex standardized benchmarks.

About this title

Synopsis

"Workload Characterization for Computer System Design" contains ten chapters dealing with contemporary programming paradigms such as Java, web server, and database workloads. It is useful to all those in industry and academia whose work involves estimating workloads for system design. The coverage includes: two chapters on Java; one chapter on database workload benchmarks; two chapters on web server workloads; one chapter on natural I/O applications; one chapter on network interface workloads; one chapter on control independence in programs; and two chapters on system-level characterization of two- and three-dimensional graphics applications on personal PCs. The contributors to this volume are internationally recognized experts whose experience spans both industrial applications and the academic community. "Workload Characterization for Computer System Design" is an essential reference tool that can also be used as a text in graduate-level courses on system design.

Edition details

• Publisher: Springer
• Publication date: 2000
• Language: English
• ISBN 10: 079237777X
• ISBN 13: 9780792377771
• Binding: Hardcover
• Number of pages: 222
• Editor: Kurian John Lizy, Maynard Ann Marie Grizzaffi