Intelligent feedback control-based adaptive resource management for asynchronous, decentralized real-time systems
Binoy Ravindran, Pushkin P.E. Kachroo, Tamir Hegazy · IEEE Transactions on Systems Man and Cybernetics Part C (Applications and Reviews) · 2001
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.