分布式内存环境中用于负载平衡的通用架构

H. Nishikawa, P. Steenkiste
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引用次数: 27

摘要

负载平衡的目标是为每个节点分配与其性能成比例的任务数量。在分布式内存机器上,在分配任务时考虑数据依赖性是很重要的,因为它们对分布式应用程序的通信需求有很大的影响。作者提出了一种负载平衡架构,可以处理具有异构任务的应用程序。其思想是提供一组对不同类型的同构任务有效的负载平衡器,并允许用户将这些负载平衡器用于具有异构任务的应用程序。该体系结构在Nectar多计算机上实现,并给出了具有同构和异构任务的几个应用程序的性能结果。
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A general architecture for load balancing in a distributed-memory environment
The goal of load balancing is to assign to each node a number of tasks proportional to its performance. On distributed-memory machines, it is important to take data dependencies into account when distributing tasks, since they have a big impact on the communication requirements of the distributed application. The authors present a load balancing architecture that can deal with applications with heterogeneous tasks. The idea is to provide a set of load balancers that are effective for different types of homogeneous tasks, and to allow users to combine these load balancers for applications with heterogeneous tasks. This architecture was implemented on the Nectar multicomputer and performance results are presented for several applications with homogeneous and heterogeneous tasks.<>
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