Scheduling multi-task jobs with extra utility in data centers.

IF 2.3 4区 计算机科学 Q2 ENGINEERING, ELECTRICAL & ELECTRONIC
Xiaolin Fang, Junzhou Luo, Hong Gao, Weiwei Wu, Yingshu Li
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引用次数: 3

Abstract

This paper investigates the problem of maximizing utility for job scheduling where each job consists of multiple tasks, each task has utility and each job also has extra utility if all tasks of that job are completed. We provide a 2-approximation algorithm for the single-machine case and a 2-approximation algorithm for the multi-machine problem. Both algorithms include two steps. The first step employs the Earliest Deadline First method to compute utility with only extra job utility, and it is proved that it obtains the optimal result for this sub-problem. The second step employs a Dynamic Programming method to compute utility without extra job utility, and it also derives the optimal result. An approximation result can then be obtained by combining the results of the two steps.

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调度多任务作业,在数据中心中具有额外的实用程序。
本文研究了作业调度的效用最大化问题,其中每个作业由多个任务组成,每个任务都有效用,如果该作业的所有任务都完成了,每个作业还有额外的效用。我们提供了单机器情况下的2-近似算法和多机器问题的2-近似算法。两种算法都包括两个步骤。第一步采用最早截止时间优先法计算效用,只考虑额外的作业效用,并证明该方法得到了该子问题的最优结果。第二步采用动态规划方法在不增加作业效用的情况下计算效用,并得出最优结果。然后,将这两步的结果结合起来,就可以得到近似的结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
7.70
自引率
3.80%
发文量
109
审稿时长
8.0 months
期刊介绍: The overall aim of the EURASIP Journal on Wireless Communications and Networking (EURASIP JWCN) is to bring together science and applications of wireless communications and networking technologies with emphasis on signal processing techniques and tools. It is directed at both practicing engineers and academic researchers. EURASIP Journal on Wireless Communications and Networking will highlight the continued growth and new challenges in wireless technology, for both application development and basic research. Articles should emphasize original results relating to the theory and/or applications of wireless communications and networking. Review articles, especially those emphasizing multidisciplinary views of communications and networking, are also welcome. EURASIP Journal on Wireless Communications and Networking employs a paperless, electronic submission and evaluation system to promote a rapid turnaround in the peer-review process. The journal is an Open Access journal since 2004.
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