Performance Comparison of Decentralized Workload Control through Code Migration in Distributed Desktop Computing Grids

M. Yoshida, K. Sakamoto
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引用次数: 1

Abstract

Large scale loosely coupled PCs can organize a cluster and form desktop computing grids on sharing each processing power; power of PCs, transaction distributions and load balancing characterize the performance of the computing grids. This paper describes performance comparison of load balancing control through code migration in distributed desktop computing grids. A prototype of the middleware which migrates object code for computing was implemented, and the trade-off of code migration was observed. Based on the prototype experiment, several centralized and decentralized algorithms for location policy were examined on simulations, and the methodology to control code migration to have suitable response time in the system is derived. The result will be applied to design the grid computing systems and the peer to peer computing systems to maintain the proper performance.
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分布式桌面计算网格中基于代码迁移的分散工作负载控制性能比较
大规模松散耦合的pc机可以在共享各处理能力的基础上组织集群,形成桌面计算网格;pc的能力、事务分布和负载平衡是计算网格性能的特征。本文描述了分布式桌面计算网格中通过代码迁移实现负载均衡控制的性能比较。实现了一个用于计算目标代码迁移的中间件原型,并观察了代码迁移的权衡。在原型实验的基础上,对几种集中式和分散式定位策略算法进行了仿真研究,并推导了控制代码迁移以使系统具有合适响应时间的方法。研究结果将应用于网格计算系统和点对点计算系统的设计,以保持适当的性能。
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