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000887961 010__ $$z  2012019844
000887961 020__ $$z9781107027503
000887961 020__ $$z9781139612692 $$q(electronic book)
000887961 035__ $$a(MiAaPQ)EBC1099911
000887961 035__ $$a(Au-PeEL)EBL1099911
000887961 035__ $$a(CaPaEBR)ebr10659343
000887961 035__ $$a(OCoLC)828302647
000887961 040__ $$aMiAaPQ$$cMiAaPQ$$dMiAaPQ
000887961 050_4 $$aQA76.545$$b.H37 2013
000887961 08204 $$a519.8/2$$223
000887961 1001_ $$aHarchol-Balter, Mor,$$d1966-
000887961 24510 $$aPerformance modeling and design of computer systems$$h[electronic resource] :$$bqueueing theory in action /$$cMor Harchol-Balter.
000887961 260__ $$aCambridge :$$bCambridge University Press,$$c2013.
000887961 300__ $$axxiii, 548 p. :$$bill.
000887961 504__ $$aIncludes bibliographical references and index.
000887961 5058_ $$aMachine generated contents note: 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.
000887961 506__ $$aAccess limited to authorized users.
000887961 520__ $$a"Computer systems design is full of conundrums. 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"--$$cProvided by publisher.
000887961 650_0 $$aTransaction systems (Computer systems)$$xMathematical models.
000887961 650_0 $$aComputer systems$$xDesign and construction$$xMathematics.
000887961 650_0 $$aQueuing theory.
000887961 650_0 $$aQueuing networks (Data transmission)
000887961 852__ $$bebk
000887961 85640 $$3ProQuest Ebook Central Academic Complete $$uhttps://univsouthin.idm.oclc.org/login?url=https://ebookcentral.proquest.com/lib/usiricelib-ebooks/detail.action?docID=1099911$$zOnline Access
000887961 909CO $$ooai:library.usi.edu:887961$$pGLOBAL_SET
000887961 980__ $$aEBOOK
000887961 980__ $$aBIB
000887961 982__ $$aEbook
000887961 983__ $$aOnline