Tay, Y.C.
Analytical Performance Modeling for Computer Systems, Second Edition [electronic resource] / by Y.C. Tay. - 2nd ed. 2014. - IV, 141 p. online resource. - Synthesis Lectures on Computer Science, 1932-1686 . - Synthesis Lectures on Computer Science, .
Preface -- Preliminaries -- Concepts and Little's Law -- Single Queues -- Open Systems -- Markov Chains -- Closed Systems -- Bottlenecks and Flow Equivalence -- Deterministic Approximations -- Transient Analysis -- Experimental Validation and Analysis -- Analysis with an Analytical Model -- Bibliography -- Author's Biography.
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.
9783031018008
10.1007/978-3-031-01800-8 doi
Mathematics.
Computer science.
Mathematics.
Computer Science.
QA1-939
510
Analytical Performance Modeling for Computer Systems, Second Edition [electronic resource] / by Y.C. Tay. - 2nd ed. 2014. - IV, 141 p. online resource. - Synthesis Lectures on Computer Science, 1932-1686 . - Synthesis Lectures on Computer Science, .
Preface -- Preliminaries -- Concepts and Little's Law -- Single Queues -- Open Systems -- Markov Chains -- Closed Systems -- Bottlenecks and Flow Equivalence -- Deterministic Approximations -- Transient Analysis -- Experimental Validation and Analysis -- Analysis with an Analytical Model -- Bibliography -- Author's Biography.
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.
9783031018008
10.1007/978-3-031-01800-8 doi
Mathematics.
Computer science.
Mathematics.
Computer Science.
QA1-939
510