Model-based control of adaptive applications: An overview

V. Adve, A. Akinsanmi, J. C. Browne, D. Buaklee, Guoshen Deng, Vinh Vi Lam, T. Morgan, J. R. Rice, G. J. Rodin, P. J. Teller, G. Tracy, M. Vernon, S. Wright

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

Model-based control utilizes performance models of applications to choose performant system configurations for execution of applications. The performance models used in this research separate specification of the software system from specification of the execution environment so that model-based control can select software configurations for a given execution environment or, conversely, select execution environments for a given software configuration. Some representations, methods, and tools that enable model-based control are briefly described. Application of some of the methods and tools to a stochastic optimization code is briefly sketched. The problems of model-based control of two other applications are defined and described. The relationship between model-based control and other methods for adaptive control is briefly discussed.

Original languageEnglish (US)
Title of host publicationProceedings - International Parallel and Distributed Processing Symposium, IPDPS 2002
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages172-179
Number of pages8
ISBN (Electronic)0769515738, 9780769515731
DOIs
StatePublished - 2002
Event16th International Parallel and Distributed Processing Symposium, IPDPS 2002 - Ft. Lauderdale, United States
Duration: Apr 15 2002Apr 19 2002

Publication series

NameProceedings - International Parallel and Distributed Processing Symposium, IPDPS 2002

Other

Other16th International Parallel and Distributed Processing Symposium, IPDPS 2002
Country/TerritoryUnited States
CityFt. Lauderdale
Period4/15/024/19/02

ASJC Scopus subject areas

  • Computer Networks and Communications
  • Modeling and Simulation

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