Distributed control methods

Brian Tung, L. Kleinrock
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引用次数: 30

Abstract

The distributed system is becoming increasingly popular, and this produces the need for more sophisticated distributed control techniques. The authors present a method for distributed control using simple finite state automata. Each of the distributed entities is 'controlled' by its associated automaton, in the sense that the entity examines the state of the automaton to determine its behavior. The result of the collective behavior of all of the entities is fed back to the automata, which change their state as a result of this feedback. They give a new method of analysis which derives the steady state behavior of this system as a whole, by decomposing it into two parts: describing and solving an imbedding auxiliary Markov chain, and analyzing the behavior of the system within each of the states of this auxiliary chain.<>
分布式控制方法
分布式系统正变得越来越流行,这产生了对更复杂的分布式控制技术的需求。提出了一种利用简单有限状态自动机进行分布式控制的方法。每个分布式实体都由其关联的自动机“控制”,即实体检查自动机的状态以确定其行为。所有实体的集体行为的结果反馈给自动机,自动机根据这种反馈改变它们的状态。他们给出了一种新的分析方法,通过将系统分解为两部分:描述和求解嵌入的辅助马尔可夫链,以及分析系统在该辅助链的每个状态下的行为,从而推导出系统作为一个整体的稳态行为。
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