A task allocation algorithm for distributed computing systems

S. Yau, V. Satish
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引用次数: 10

Abstract

Most performance lapses in distributed computing systems can be traced to the lack of a good task allocation strategy for distributed software. Random assignment of tasks or modules onto processors or subsystems can substantially degrade the performance of the entire distribution system. In this paper a heuristic algorithm for task allocation for any distributed computing system where the subsystems are connected in the form of a local area network and communicate by means of broadcasting is presented. This algorithm is based on minimizing communication cost and balancing the load among its subsystems. An example to illustrate our algorithm is also given.<>
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分布式计算系统的任务分配算法
分布式计算系统中的大多数性能缺陷都可以追溯到分布式软件缺乏良好的任务分配策略。将任务或模块随机分配到处理器或子系统上会大大降低整个分配系统的性能。本文提出了一种启发式任务分配算法,适用于各子系统以局域网形式连接并以广播方式通信的分布式计算系统。该算法以通信成本最小化和子系统间的负载均衡为基础。最后给出了一个实例来说明该算法。
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