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一种负载均衡的网格在线调度算法

孙立斌 陈闳中 邓蓉

计算机工程Issue(2):44-47,4.
计算机工程Issue(2):44-47,4.DOI:10.3969/j.issn.1000-3428.2014.02.010

一种负载均衡的网格在线调度算法

A Load Balanced Online Scheduling Algorithm in Grids

孙立斌 1陈闳中 2邓蓉1

作者信息

  • 1. 同济大学计算机科学与技术系,上海 201804
  • 2. 同济大学嵌入式系统与服务计算教育部重点实验室,上海 200092
  • 折叠

摘要

Abstract

Task scheduling is a core issue in grid computing. In view of the load imbalance problem caused by the high heterogeneity of grid resources and tasks, a Balanced Online Scheduling(BOS) algorithm is proposed. The algorithm comprehensively considers task arrival frequencies, task size, task completion time and task execution moment. A task’s turnaround time consists of two parts, such as waiting time and executing time. For a long task, executing time accounts for a greater proportion, while for a short task, waiting time is more critical. Thus, different policies are used for short and long tasks. Experimental results show that compared with MCT algorithm, BOS shortens makespan, average task turnaround time, and average stretch. Resource utilization and load balance factor are improved.

关键词

网格计算/GridSim 仿真器/任务调度/负载均衡/资源利用率

Key words

grid computing/GridSim simulator/task scheduling/load balance/resource utilization

分类

信息技术与安全科学

引用本文复制引用

孙立斌,陈闳中,邓蓉..一种负载均衡的网格在线调度算法[J].计算机工程,2014,(2):44-47,4.

基金项目

国家科技支撑计划基金资助项目(2012BAH15F03) (2012BAH15F03)

计算机工程

OA北大核心CSCDCSTPCD

1000-3428

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