Analytical Performance Modeling for Computer Systems, Third Edition - Brossura

Tay, Y.C.

Brossura

ISBN 10: 3031029313 ISBN 13: 9783031029318

Casa editrice: Springer, 2018

Riassunto

This book is an introduction to analytical performance modeling for computer systems, i.e., writing equations to describe their performance behavior. It is accessible to readers who have taken college-level courses in calculus and probability, networking, and operating systems.

This is not a training manual for becoming an expert performance analyst. Rather, the objective is to help the reader construct simple models for analyzing and understanding the systems that they are interested in.

Describing a complicated system abstractly with mathematical equations requires a careful choice of assumptions and approximations. They make the model tractable, but they must not remove essential characteristics of the system, nor introduce spurious properties.

To help the reader understand the choices and their implications, this book discusses the analytical models for 40 research papers. These papers cover a broad range of topics: GPUs and disks, routers and crawling, databases and multimedia, worms and wireless, multicore and cloud, security and energy, etc. An appendix provides many questions for readers to exercise their understanding of the models in these papers.

Dettagli dell?edizione

• Editore: Springer
• Data di pubblicazione: 2018
• ISBN 10: 3031029313
• ISBN 13: 9783031029318
• Rilegatura: Copertina flessibile
• Lingua: Inglese
• Numero di pagine: 172
• Contatto del produttore: non disponibile