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Stochastic catastrophe theory in computer performance modeling

Author:

Randolph NelsonAuthors Info & Claims

Journal of the ACM (JACM), Volume 34, Issue 3

Pages 661 - 685

https://doi.org/10.1145/28869.28878

Published: 01 July 1987 Publication History

Abstract

In this paper catastrophic behavior found in computer systems is investigated. Deterministic Catastrophe theory is introduced first. Then it is shown how the theory can be applied in a stochastic framework, which is useful for understanding computer system performance models. Computer system models that exhibit stochastic cusp catastrophe behavior are then analyzed. These models include slotted ALOHA, multiprogramming in computer systems, and buffer flow control in computer networks.

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Stochastic catastrophe theory in computer performance modeling

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Published In

cover image Journal of the ACM

Journal of the ACM Volume 34, Issue 3

July 1987

248 pages

ISSN:0004-5411

EISSN:1557-735X

DOI:10.1145/28869

Issue’s Table of Contents

Copyright © 1987 ACM.

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 01 July 1987

Published in JACM Volume 34, Issue 3

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Cited By

Seo JJung BJin H(2021)Modeling and Online Adaptation of ALOHA for Low-Power Wide-Area Networks (LPWANs)IEEE Internet of Things Journal10.1109/JIOT.2021.30732378:20(15608-15619)Online publication date: 15-Oct-2021
https://doi.org/10.1109/JIOT.2021.3073237
Kikuchi LSingh RCates MAdhikari R(2020)Ritz method for transition paths and quasipotentials of rare diffusive eventsPhysical Review Research10.1103/PhysRevResearch.2.0332082:3Online publication date: 6-Aug-2020
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https://doi.org/10.1017/S0001867800023508
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Wang XOnozato YHokanishi HNoguchi S(2007)Stability analysis of random access scheme by lyapunov functionElectronics and Communications in Japan (Part III: Fundamental Electronic Science)10.1002/ecjc.443074080674:8(51-60)Online publication date: 21-Feb-2007
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