Umfang:
1 Online-Ressource (173 Seiten)
Ausgabe:
Third edition
ISBN:
9781681733906
Serie:
Synthesis Lectures on Computer Science #10
Inhalt:
Intro -- Preface -- Acknowledgments -- Preliminaries -- Concepts and Little's Law -- Concepts -- Open and Closed Systems -- Little's Law -- Discussion of Papers -- Single Queues -- Applying Little's Law to a 1-server Queue -- Queue Specification -- Pollaczek-Khinchin Formula -- Discussion of Papers -- Open Systems -- Residual Life -- Birth-Death Process -- Open Queueing Networks: Jackson Networks -- Discussion of Papers -- Markov Chains -- Markov Chain for a Closed Network -- Markov Chain for a Multi-Class Network -- State Aggregation -- Discussion of Papers -- Closed Systems -- Poisson Arrivals See Time Averages (PASTA) -- Arrival Theorem -- Mean Value Analysis (MVA) -- Discussion of Papers -- Bottlenecks and Flow Equivalence -- Bottleneck Analysis -- Flow Equivalence -- Equivalence Between Open and Closed -- Discussion of Papers -- Deterministic Approximations -- Average Value Approximation (AVA) -- Fluid Approximation -- Discussion of Papers -- Transient Analysis -- Decomposing an Equilibrium -- Epidemic Models -- Discussion of Papers -- Experimental Validation and Analysis -- Case Study: Database Transaction Locking -- Model Validation and Experimental Analysis -- The Need for Validation -- Data Presentation -- Real Systems and Workloads -- Simulation -- Parameter Space Reduction -- Uninteresting Regions of Parameter Space -- Quantitative Prediction vs. Qualitative Understanding -- Analytic Validation -- Discussion of Papers -- Analysis with an Analytical Model -- The Science and Art in Performance Modeling -- Power -- Technique -- Assumptions and Approximations -- Metrics -- Science and Technology -- Intuition and Contradiction -- Discussion of Papers -- Exercises -- Bibliography -- Author's Biography -- Index -- Blank Page
Weitere Ausg.:
ISBN 9781681733890
Weitere Ausg.:
ISBN 9781681733913
Weitere Ausg.:
Erscheint auch als Druck-Ausgabe ISBN 9783031000713
Weitere Ausg.:
Erscheint auch als Druck-Ausgabe ISBN 9783031006753
Weitere Ausg.:
Erscheint auch als Druck-Ausgabe ISBN 9783031029318
Sprache:
Englisch
DOI:
10.1007/978-3-031-01803-9
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