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Dynamic load balancing policies for clustered distributed system.

机译:集群分布式系统的动态负载平衡策略。

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摘要

In parallel distributed computing system, lightly and overloaded nodes can cause load imbalancing and affect the total time needed to complete a task to increase. Besides that, since the distributed system shared by multiple users with their own computing task, load imbalance could bring impact on to other computing tasks. Lightly loaded nodes which are capable of compute more jobs, might finish their task faster and remain idle whilst heavily loaded nodes are still racing against the clock to complete their computing tasks. As a result, the utilisation of distributed system is not optimised. In order to solve this, load balancing algorithm is employed to balance the loads of each nodes. A load balancing algorithm can be further categorised as static or dynamic load balancing. A static load balancing algorithm formulates the job distribution decision before the execution of the program; during the compilation time.
机译:在并行分布式计算系统中,轻负载节点会导致负载不平衡,并影响完成任务所需的总时间增加。除此之外,由于分布式系统由多个用户共享他们自己的计算任务,因此负载不平衡可能会影响其他计算任务。能够计算更多任务的轻负载节点可能会更快地完成其任务并保持空闲,而重负载节点仍在争分夺秒地完成其计算任务。结果,不能优化分布式系统的利用率。为了解决这个问题,负载均衡算法被用来平衡每个节点的负载。负载平衡算法可以进一步分类为静态或动态负载平衡。静态负载平衡算法在程序执行之前制定工作分配决策;在编译期间。

著录项

  • 作者

    Wei Yik, Jay Lim.;

  • 作者单位

    Multimedia University (Malaysia).;

  • 授予单位 Multimedia University (Malaysia).;
  • 学科 Computer science.;Information technology.;Computer engineering.;Electrical engineering.
  • 学位 M.Sc.
  • 年度 2014
  • 页码 73 p.
  • 总页数 73
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

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