Efficient auction-based grid reservations using dynamic programming

A. Mutz, R. Wolski
{"title":"Efficient auction-based grid reservations using dynamic programming","authors":"A. Mutz, R. Wolski","doi":"10.1145/1413370.1413387","DOIUrl":null,"url":null,"abstract":"Auction mechanisms have been proposed as a means to efficiently and fairly schedule jobs in high-performance computing environments. The generalized vickrey auction has long been known to produce efficient allocations while exposing users to truth-revealing incentives, but the algorithms used to compute its payments can be computationally intractable. In this paper we present a novel implementation of the generalized vickrey auction that uses dynamic programming to schedule jobs and compute payments in pseudo-polynomial time. Additionally, we have built a version of the PBS scheduler that uses this algorithm to schedule jobs, and in this paper we present the results of our tests using this scheduler.","PeriodicalId":230761,"journal":{"name":"2008 SC - International Conference for High Performance Computing, Networking, Storage and Analysis","volume":"7 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2008-11-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"15","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2008 SC - International Conference for High Performance Computing, Networking, Storage and Analysis","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1145/1413370.1413387","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 15

Abstract

Auction mechanisms have been proposed as a means to efficiently and fairly schedule jobs in high-performance computing environments. The generalized vickrey auction has long been known to produce efficient allocations while exposing users to truth-revealing incentives, but the algorithms used to compute its payments can be computationally intractable. In this paper we present a novel implementation of the generalized vickrey auction that uses dynamic programming to schedule jobs and compute payments in pseudo-polynomial time. Additionally, we have built a version of the PBS scheduler that uses this algorithm to schedule jobs, and in this paper we present the results of our tests using this scheduler.
基于动态规划的高效竞价网格预约
拍卖机制被认为是一种在高性能计算环境中高效、公平地调度作业的方法。长期以来,人们都知道广义维克里拍卖可以产生有效的分配,同时让用户接触到揭示真相的激励,但用于计算其支付的算法在计算上可能很难处理。在本文中,我们提出了一种新的广义vickrey拍卖的实现,该实现使用动态规划在伪多项式时间内进行作业调度和支付计算。此外,我们还构建了一个版本的PBS调度器,该调度器使用该算法来调度作业,在本文中,我们给出了使用该调度器的测试结果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
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:481959085
Book学术官方微信