基于Routh-Hurwitz准则的集群计算负载均衡

Aquiles Barreto, Yudith Cardinale
{"title":"基于Routh-Hurwitz准则的集群计算负载均衡","authors":"Aquiles Barreto, Yudith Cardinale","doi":"10.1109/CLEI.2013.6670644","DOIUrl":null,"url":null,"abstract":"Dynamic load balancing on a cluster computing consists on evenly dividing at any moment of time the workload to be distributed among the nodes, in order to avoid load unbalance. Load unbalance can be resolved if nodes can migrate some of their work. Using a stability criterion to allow the analysis of stability in the cluster is a way to decide the migration tasks. The Routh-Hurwitz criterion applied to the equation feature allows knowing whether a system is stable or not. The aim of this work is to develop a mathematical model based on linear differential equations representing the load, execution, and migration of task on a cluster computing. With the model, it is possible to determine the stability of the cluster. If the workload on the nodes tends to their equilibrium, new migration tasks do not need to check the stability of the nodes to be executed.","PeriodicalId":184399,"journal":{"name":"2013 XXXIX Latin American Computing Conference (CLEI)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2013-11-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Load balancing on a cluster computing based in the Routh-Hurwitz criterion\",\"authors\":\"Aquiles Barreto, Yudith Cardinale\",\"doi\":\"10.1109/CLEI.2013.6670644\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Dynamic load balancing on a cluster computing consists on evenly dividing at any moment of time the workload to be distributed among the nodes, in order to avoid load unbalance. Load unbalance can be resolved if nodes can migrate some of their work. Using a stability criterion to allow the analysis of stability in the cluster is a way to decide the migration tasks. The Routh-Hurwitz criterion applied to the equation feature allows knowing whether a system is stable or not. The aim of this work is to develop a mathematical model based on linear differential equations representing the load, execution, and migration of task on a cluster computing. With the model, it is possible to determine the stability of the cluster. If the workload on the nodes tends to their equilibrium, new migration tasks do not need to check the stability of the nodes to be executed.\",\"PeriodicalId\":184399,\"journal\":{\"name\":\"2013 XXXIX Latin American Computing Conference (CLEI)\",\"volume\":\"1 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2013-11-21\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2013 XXXIX Latin American Computing Conference (CLEI)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/CLEI.2013.6670644\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2013 XXXIX Latin American Computing Conference (CLEI)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/CLEI.2013.6670644","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

在集群计算中,动态负载均衡是指在任何时刻将需要分配的工作负载均匀地划分到各个节点上,以避免负载不均衡。如果节点可以迁移其部分工作,则可以解决负载不平衡问题。使用稳定性标准来分析集群中的稳定性是决定迁移任务的一种方法。应用于方程特征的劳斯-赫维茨判据可以知道系统是否稳定。这项工作的目的是建立一个基于线性微分方程的数学模型,表示集群计算上任务的负载、执行和迁移。有了这个模型,就有可能确定集群的稳定性。如果节点上的工作负载趋于平衡,则新的迁移任务不需要检查待执行节点的稳定性。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
Load balancing on a cluster computing based in the Routh-Hurwitz criterion
Dynamic load balancing on a cluster computing consists on evenly dividing at any moment of time the workload to be distributed among the nodes, in order to avoid load unbalance. Load unbalance can be resolved if nodes can migrate some of their work. Using a stability criterion to allow the analysis of stability in the cluster is a way to decide the migration tasks. The Routh-Hurwitz criterion applied to the equation feature allows knowing whether a system is stable or not. The aim of this work is to develop a mathematical model based on linear differential equations representing the load, execution, and migration of task on a cluster computing. With the model, it is possible to determine the stability of the cluster. If the workload on the nodes tends to their equilibrium, new migration tasks do not need to check the stability of the nodes to be executed.
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
期刊最新文献
Calibration of the parameters of ESS system for Forest Fire prediction Automatic generation of SOAs for Business Process execution: A vision based on models Analyzing formal requirements specifications using an off-the-shelf model checker An ontology learning and teaching techniques for competency-based curricula design Vehicle scheduling for suburban public transport
×
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
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1