Document Type

Article

Publication Date

2001

Publication Title

IEEE Transactions on Systems, Man, and Cybernetics Part C

Volume

31

Issue

2

First page number:

261

Last page number:

265

Abstract

Presents intelligent feedback control techniques for adaptive resource management in asynchronous, decentralized real-time systems. We propose adaptive resource management techniques that are based on feedback control theory and are designed using the intelligent control design paradigm. The controllers solve resource allocation problems that arise during run-time adaptation using the classic proportional-integral-derivative (PID) control functions and fuzzy logic. We study the performance of the controllers through simulation. The simulation results indicate that the controllers produce low missed deadline ratios and resource utilizations during high-workload situations.

Keywords

Adaptive resource management; Asynchronous decentralized systems; Automatic control; Feedback control; Feedback control systems; Fuzzy logic; Fuzzy systems; Intelligent control systems; Real-time data processing; Real-time control; Real-time systems

Comments

©2001 IEEE. Personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution to servers or lists, or to reuse any copyrighted component of this work in other works must be obtained from the IEEE.

Identifier

DOI: 10.1109/5326.941850

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