Prediction-based independent task scheduling for heterogeneous distributed computing systems
文献类型：会议论文
| 作者 | Lu, Youwei; Xu ZZ(许真珍); Xia F(夏锋) |
| 出版日期 | 2011 |
| 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 |
| 关键词 | Cost engineering Forecasting Multitasking Scheduling Scheduling algorithms |
| 页码 | 1039-1046 |
| 中文摘要 | 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. |
| 收录类别 | EI |
| 产权排序 | 1 |
| 会议录 | Advanced Materials Research
 |
| 会议录出版者 | Trans Tech Publications |
| 会议录出版地 | Clausthal-Zellerfeld, Germany |
| 语种 | 英语 |
| ISSN号 | 1022-6680 |
| ISBN号 | 978-3-03785-355-9 |
| 源URL | [http://ir.sia.cn/handle/173321/9853]  |
| 专题 | 沈阳自动化研究所_水下机器人研究室 |
| 推荐引用方式 GB/T 7714 | 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. |
入库方式： OAI收割
来源：沈阳自动化研究所
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