自稳定负载平衡算法

M. Flatebo, A. Datta, B. Bourgon
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引用次数: 6

摘要

分布式系统由一组松散连接的状态机组成,这些状态机不共享全局内存。系统的全局状态取决于系统中每个进程的状态。全球状态可以分为两类,合法的和非法的。系统的一个期望性质是,无论系统的初始状态如何,系统都会在有限的步骤中自动收敛到一个合法的状态。此外,如果系统中出现错误,导致系统进入非法状态,系统将再次自我纠正,并在有限的时间内收敛到合法状态。如果系统能够做到这一点,它就被称为自稳定系统。负载平衡算法试图在系统中分配任务,这样处理器就不会过载或负载过低。本文提出了两种自稳定负载均衡算法。系统是一个任意的处理器网络,一旦系统稳定下来,负载就会在系统周围得到平衡。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Self-Stabilizing Load Balancing Algorithms
A distributed system consists of a set of loosely connected state machines which d o not share a global memory. The global state of the system depends on the states of each ofthe processes in the system. The set of global states can be split up into two categories, legal and illegal. A desired property of the system is that regardless of the initial state of the system, the system automatically converges to a legal state in a finite number of steps. Also, if an error occurs in the system causing the system to be put into an illegal state, the system will again correct itself and converge t o a legal state an a finite amount of time. If the system is able t o d o this, it is called a self-stabilizing system. A load balancing algorithm attempts t o distribute the tasks around the system so that no processors are extremely overloaded or underloaded. This paper presents two self-stabilizing load balancing algorithms. The system is an arbitrary network of processors, and once the system stabilizes, the load will be balanced around the system.
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