An efficient decentralized Load Balancing Algorithm for grid

P. K. Suri, Manpreet Singh
{"title":"An efficient decentralized Load Balancing Algorithm for grid","authors":"P. K. Suri, Manpreet Singh","doi":"10.1109/IADCC.2010.5423048","DOIUrl":null,"url":null,"abstract":"The management of resources and scheduling computations is a challenging problem in grid. Load Balancing is essential for efficient utilization of resources and enhancing the performance of computational grid. In this paper, we propose a decentralized grid model, as a collection of clusters. We then introduce a Dynamic Load Balancing Algorithm (DLBA) which performs intra cluster and inter cluster (grid) load balancing. DLBA considers load index as well as other conventional influential parameters at each node for scheduling of tasks. Simulation results show that the proposed algorithm is feasible and improves the system performance considerably.","PeriodicalId":249763,"journal":{"name":"2010 IEEE 2nd International Advance Computing Conference (IACC)","volume":"24 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2010-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"39","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"2010 IEEE 2nd International Advance Computing Conference (IACC)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/IADCC.2010.5423048","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 39

Abstract

The management of resources and scheduling computations is a challenging problem in grid. Load Balancing is essential for efficient utilization of resources and enhancing the performance of computational grid. In this paper, we propose a decentralized grid model, as a collection of clusters. We then introduce a Dynamic Load Balancing Algorithm (DLBA) which performs intra cluster and inter cluster (grid) load balancing. DLBA considers load index as well as other conventional influential parameters at each node for scheduling of tasks. Simulation results show that the proposed algorithm is feasible and improves the system performance considerably.
一种高效的网格分散负载均衡算法
网格中的资源管理和调度计算是一个具有挑战性的问题。负载平衡是有效利用计算网格资源和提高计算网格性能的关键。在本文中,我们提出了一个分散的网格模型,作为集群的集合。然后,我们介绍了一种动态负载平衡算法(DLBA),它执行集群内和集群间(网格)负载平衡。DLBA在每个节点上考虑负载指数以及其他常规影响参数来调度任务。仿真结果表明,该算法是可行的,并显著提高了系统性能。
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:604180095
Book学术官方微信