Performance Modeling and Design of Computer Systems
eBook - PDF

Performance Modeling and Design of Computer Systems

Queueing Theory in Action

  1. English
  2. PDF
  3. Available on iOS & Android
eBook - PDF

Performance Modeling and Design of Computer Systems

Queueing Theory in Action

About this book

Tackling the questions that systems designers care about, this book brings queueing theory decisively back to computer science. The book is written with computer scientists and engineers in mind and is full of examples from computer systems, as well as manufacturing and operations research. Fun and readable, the book is highly approachable, even for undergraduates, while still being thoroughly rigorous and also covering a much wider span of topics than many queueing books. Readers benefit from a lively mix of motivation and intuition, with illustrations, examples and more than 300 exercises – all while acquiring the skills needed to model, analyze and design large-scale systems with good performance and low cost. The exercises are an important feature, teaching research-level counterintuitive lessons in the design of computer systems. The goal is to train readers not only to customize existing analyses but also to invent their own.

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Yes, you can access Performance Modeling and Design of Computer Systems by Mor Harchol-Balter in PDF and/or ePUB format, as well as other popular books in Computer Science & Computer Science General. We have over one million books available in our catalogue for you to explore.

Table of contents

  1. Cover
  2. Contents
  3. Preface
  4. Acknowledgments
  5. Part I Introduction to Queueing
  6. Part II Necessary Probability Background
  7. Part III The Predictive Power of Simple Operational Laws: ``What-If'' Questions and Answers
  8. Part IV From Markov Chainsto Simple Queues
  9. Part V Server Farms and Networks: Multi-server, Multi-queue Systems
  10. Part VI Real-World Workloads: High Variability and Heavy Tails
  11. Part VII Smart Schedulingin the M/G/1
  12. Bibliography
  13. Index