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Large Deviations for Performance Analysis
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Queues, Communication and Computing
Besorgungstitel - wird vorgemerkt | Lieferzeit: Besorgungstitel - Lieferbar innerhalb von 10 Werktagen I
Artikel-Nr:
9781138318106
Veröffentl:
2021
Erscheinungsdatum:
31.03.2021
Seiten:
556
Autor:
Alan Weiss
Gewicht:
998 g
Format:
251x173x33 mm
Sprache:
Englisch
Beschreibung:
Alan Weiss, Adam Shwartz
Originally published in 1995, Large Deviations For Performance Analysis develops the theory of large deviations from the beginning through recent results on the theory for processes with boundaries and looks at a collection of applications developed at Bell Laboratories.
What this Book Is, and What It Is Not 1. Large Deviations of Random Variables 2. General Principles 3. Random Walks, Branching Processes 4. Poisson and Related Processes 5. Large Deviations for Processes 6. Freidlin-Wentzell Theory 7. Applications and Extensions 8. Boundary Theory Applications 9. Allocating Independent Subtasks 10. Parallel Algorithms: Rollback 11. The M/M/1 Queue 12. Erlang's Mode 13. The Anick-Mitra-Sondhi Model 14. Aloha 15. Priority Queues 16. The Flatto-Hahn-Wright model A. Analysis and Probability B. Discrete-Space Markov Processes C. Calculus of Variations D. Large Deviations Techniques References Index