叉连接任务图的最优调度算法

Qinghua Li, Youlin Ruan, ShidaYang, Tingyao Jiang
{"title":"叉连接任务图的最优调度算法","authors":"Qinghua Li, Youlin Ruan, ShidaYang, Tingyao Jiang","doi":"10.1109/PDCAT.2003.1236370","DOIUrl":null,"url":null,"abstract":"The task duplication based scheduling is a new approach to the scheduling problems. This is known as an NP-complete problem. Although some algorithms are able to find an optimal schedule under certain conditions, they ignored to economize processors and minimize the total completion time. We present a task duplication based balance scheduling (TDBS) algorithm which can schedule a class of fork-join task graph with a complexity of O(|V|/sup 2/), where |V| is the number of tasks. The proposed algorithm generates an optimal schedule with high speedup and efficiency. Simulation results showed that our algorithm has better scheduling length, less completion time and less number of processors than any of compared algorithms.","PeriodicalId":145111,"journal":{"name":"Proceedings of the Fourth International Conference on Parallel and Distributed Computing, Applications and Technologies","volume":"516 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2003-10-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"11","resultStr":"{\"title\":\"An optimal scheduling algorithm for fork-join task graphs\",\"authors\":\"Qinghua Li, Youlin Ruan, ShidaYang, Tingyao Jiang\",\"doi\":\"10.1109/PDCAT.2003.1236370\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The task duplication based scheduling is a new approach to the scheduling problems. This is known as an NP-complete problem. Although some algorithms are able to find an optimal schedule under certain conditions, they ignored to economize processors and minimize the total completion time. We present a task duplication based balance scheduling (TDBS) algorithm which can schedule a class of fork-join task graph with a complexity of O(|V|/sup 2/), where |V| is the number of tasks. The proposed algorithm generates an optimal schedule with high speedup and efficiency. Simulation results showed that our algorithm has better scheduling length, less completion time and less number of processors than any of compared algorithms.\",\"PeriodicalId\":145111,\"journal\":{\"name\":\"Proceedings of the Fourth International Conference on Parallel and Distributed Computing, Applications and Technologies\",\"volume\":\"516 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2003-10-20\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"11\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Proceedings of the Fourth International Conference on Parallel and Distributed Computing, Applications and Technologies\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/PDCAT.2003.1236370\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Proceedings of the Fourth International Conference on Parallel and Distributed Computing, Applications and Technologies","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/PDCAT.2003.1236370","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 11

摘要

基于任务复制的调度是解决调度问题的一种新方法。这就是np完全问题。虽然一些算法能够在一定条件下找到最优调度,但它们忽略了节省处理器和最小化总完成时间。提出了一种基于任务复制的平衡调度算法(TDBS),该算法可以调度复杂度为0 (|V|/sup 2/)的一类分叉连接任务图,其中|V|为任务数。该算法生成的最优调度具有较高的速度和效率。仿真结果表明,该算法具有较好的调度长度、较短的完成时间和较少的处理器数量。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An optimal scheduling algorithm for fork-join task graphs
The task duplication based scheduling is a new approach to the scheduling problems. This is known as an NP-complete problem. Although some algorithms are able to find an optimal schedule under certain conditions, they ignored to economize processors and minimize the total completion time. We present a task duplication based balance scheduling (TDBS) algorithm which can schedule a class of fork-join task graph with a complexity of O(|V|/sup 2/), where |V| is the number of tasks. The proposed algorithm generates an optimal schedule with high speedup and efficiency. Simulation results showed that our algorithm has better scheduling length, less completion time and less number of processors than any of compared algorithms.
求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:604180095
Book学术官方微信