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Mor Harchol-Balte Performance Modeling and Design of Computer System (Hardback)

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Specificaties

Objectstaat
Nieuw: Een nieuw, ongelezen en ongebruikt boek in perfecte staat waarin geen bladzijden ontbreken of ...
Author
Mor Harchol-Balter
Book Title
Performance Modeling and Design of Computer Systems
Country/Region of Manufacture
GB
Publication Name
Performance Modeling and Design of Computer Systems : Queueing Theory in Action
Format
Hardcover
EAN
9781107027503
ISBN
9781107027503
Genre
Computing & Internet
Language
English
Item Height
1.2in
Item Length
10.1in
Item Width
6.9in
Item Weight
40.9 Oz
Title
Performance Modeling and Design of Computer Systems
Subtitle
Queueing Theory in Action
Publisher
Cambridge University Press
Release Date
18/02/2013
Release Year
2013
Publication Year
2013
Type
Textbook
Features
New Edition
Number of Pages
576 Pages

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Product Information

Computer systems design is full of conundrums: -Given a choice between a single machine with speed s, or n machines each with speed s/n, which should we choose? -If both the arrival rate and service rate double, will the mean response time stay the same? -Should systems really aim to balance load, or is this a convenient myth? -If a scheduling policy favors one set of jobs, does it necessarily hurt some other jobs, or are these "conservation laws" being misinterpreted? -Do greedy, shortest-delay, routing strategies make sense in a server farm, or is what's good for the individual disastrous for the system as a whole? -How do high job size variability and heavy-tailed workloads affect the choice of a scheduling policy? -How should one trade off energy and delay in designing a computer system? -If 12 servers are needed to meet delay guarantees when the arrival rate is 9 jobs/sec, will we need 12,000 servers when the arrival rate is 9,000 jobs/sec? 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.

Product Identifiers

Publisher
Cambridge University Press
ISBN-10
1107027500
ISBN-13
9781107027503
eBay Product ID (ePID)
117112564

Product Key Features

Author
Mor Harchol-Balter
Publication Name
Performance Modeling and Design of Computer Systems : Queueing Theory in Action
Format
Hardcover
Language
English
Features
New Edition
Publication Year
2013
Type
Textbook
Number of Pages
576 Pages

Dimensions

Item Length
10.1in
Item Height
1.2in
Item Width
6.9in
Item Weight
40.9 Oz

Additional Product Features

Lc Classification Number
Qa76.545 .H37 2013
Edition Description
New Edition
Table of Content
Part I. Introduction to Queueing: 1. Motivating examples; 2. Queueing theory terminology; Part II. Necessary Probability Background: 3. Probability review; 4. Generating random variables; 5. Sample paths, convergence, and averages; Part III. The Predictive Power of Simple Operational Laws: 'What If' Questions and Answers: 6. Operational laws; 7. Modification analysis; Part IV. From Markov Chains to Simple Queues: 8. Discrete-time Markov Chains; 9. Ergodicity theory; 10. Real-world examples: Google, Aloha; 11. Generating functions for Markov Chains; 12. Exponential distributions and Poisson Process; 13. Transition to continuous-time Markov Chains; 14. M/M/1 and PASTA; Part V. Server Farms and Networks: Multi-server, Multi-queue Systems: 15. Server farms: M/M/k and M/M/k/k; 16. Capacity provisioning for server farms; 17. Time-reversibility and Burke's Theorem; 18. Jackson network of queues; 19. Classed network of queues; 20. Closed networks of queues; Part VI. Real-World Workloads: High-Variability and Heavy Tails: 21. Tales of tails: real-world workloads; 22. Phase-type workloads and matrix-analytic; 23. Networks of time-sharing (PS) servers; 24. M/G/I queue and inspection paradox; 25. Task assignment for server farms; 26. Transform analysis; 27. M/G/I transform analysis; 28. Power optimization application; Part VII. Smart Scheduling: 29. Performance metrics; 30. Non-preemptive, non-size-based policies; 31. Preemptive, non-size-based policies; 32. Non-preemptive, size-based policies; 33. Preemptive, size-based policies; 34. Scheduling: SRPT and fairness.
Copyright Date
2012
Target Audience
Scholarly & Professional
Topic
Probability & Statistics / Stochastic Processes, General, Software Development & Engineering / Systems Analysis & Design
Lccn
2012-019844
Dewey Decimal
004.21
Dewey Edition
23
Illustrated
Yes
Genre
Computers, Mathematics

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