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题名: Prediction-based independent task scheduling for heterogeneous distributed computing systems
作者: Lu, Youwei; Xu ZZ(许真珍); Xia F(夏锋)
作者部门: 水下机器人研究室
会议名称: 2011 International Conference on Advanced Materials and Engineering Materials, ICAMEM2011
会议日期: November 22-24, 2011
会议地点: Shenyang, Liaoning, China
会议录: Advanced Materials Research
会议录出版者: Trans Tech Publications
会议录出版地: Clausthal-Zellerfeld, Germany
出版日期: 2011
页码: 1039-1046
收录类别: EI
ISSN号: 1022-6680
ISBN号: 978-3037853559
关键词: Cost engineering ; Forecasting ; Multitasking ; Scheduling ; Scheduling algorithms
摘要: Independent task scheduling algorithms in distributed computing systems deal with three main conflicting factors including load balance, task execution time and scheduling cost. In this paper, the problem of scheduling tasks arriving at a low rate and with long execution time in heterogeneous computing systems is studied, and a new scheduling algorithm based on prediction is proposed. This algorithm evaluates the utility of task scheduling based on statistics and prediction to solve the influence of heterogeneous computing systems. The experimental results reveal that the proposed algorithm adequately balances the conflicting factors, and thus performs better than some classical algorithms such as MCT and MET when the parameters are well selected. © (2012) Trans Tech Publications.
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内容类型: 会议论文
URI标识: http://ir.sia.cn/handle/173321/9853
Appears in Collections:水下机器人研究室_会议论文

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Recommended Citation:
Lu, Youwei,Xu ZZ,Xia F. Prediction-based independent task scheduling for heterogeneous distributed computing systems[C]. 见:2011 International Conference on Advanced Materials and Engineering Materials, ICAMEM2011. Shenyang, Liaoning, China. November 22-24, 2011.
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文件名: Prediction-based independent task scheduling for heterogeneous distributed computing systems.pdf
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