Performance Modeling and Design of Computer Systems: Queueing Theory in Action

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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

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Author : Mor Harchol-Balter

Pages : 576 pages

Publisher : Cambridge University Press

Language :

ISBN-10 : 1107027500

ISBN-13 : 9781107027503

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Performance Modeling and Design of Computer Systems: Queueing Theory in Action

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