云计算中混合算法对数据中心负载均衡的改进

Y. Fahim, E. Benlahmar, E. Labriji, A. Eddaoui, Sara Ouahabi
{"title":"云计算中混合算法对数据中心负载均衡的改进","authors":"Y. Fahim, E. Benlahmar, E. Labriji, A. Eddaoui, Sara Ouahabi","doi":"10.1109/CIST.2014.7016608","DOIUrl":null,"url":null,"abstract":"The static load balancing algorithms, share the client query between virtual machines in a data center for the processing. But, there is a problem when it comes to the current load of each virtual machine. The dynamic algorithms as \"Efficient Response Time Load Balancer\" and \"Mini time processing load balancer\" prove to be a solution to respond to this problem. The advantage of these algorithms, before allocating a task, is that they search in the allocation tables on the virtual machine, with a metric which is quite inferior (be it the response time or the processing time). In this paper, we propose a new improvement of the load balancing by our hybrid algorithm, that takes into account, the current load of the virtual machine of a data center and the status of its tasks during execution, in order to overcome the problems caused by the static algorithms. The hybrid algorithm allows cloud service providers, to improve the performance, availability and maximize the use of virtual machines in their data centers.","PeriodicalId":106483,"journal":{"name":"2014 Third IEEE International Colloquium in Information Science and Technology (CIST)","volume":"38 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2014-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"8","resultStr":"{\"title\":\"The load balancing improvement of a data center by a hybrid algorithm in cloud computing\",\"authors\":\"Y. Fahim, E. Benlahmar, E. Labriji, A. Eddaoui, Sara Ouahabi\",\"doi\":\"10.1109/CIST.2014.7016608\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The static load balancing algorithms, share the client query between virtual machines in a data center for the processing. But, there is a problem when it comes to the current load of each virtual machine. The dynamic algorithms as \\\"Efficient Response Time Load Balancer\\\" and \\\"Mini time processing load balancer\\\" prove to be a solution to respond to this problem. The advantage of these algorithms, before allocating a task, is that they search in the allocation tables on the virtual machine, with a metric which is quite inferior (be it the response time or the processing time). In this paper, we propose a new improvement of the load balancing by our hybrid algorithm, that takes into account, the current load of the virtual machine of a data center and the status of its tasks during execution, in order to overcome the problems caused by the static algorithms. The hybrid algorithm allows cloud service providers, to improve the performance, availability and maximize the use of virtual machines in their data centers.\",\"PeriodicalId\":106483,\"journal\":{\"name\":\"2014 Third IEEE International Colloquium in Information Science and Technology (CIST)\",\"volume\":\"38 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2014-10-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"8\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2014 Third IEEE International Colloquium in Information Science and Technology (CIST)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/CIST.2014.7016608\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2014 Third IEEE International Colloquium in Information Science and Technology (CIST)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/CIST.2014.7016608","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 8

摘要

采用静态负载均衡算法,在数据中心内的虚拟机之间共享客户端查询进行处理。但是,当涉及到每个虚拟机的当前负载时,存在一个问题。“高效响应时间负载均衡器”和“小时间处理负载均衡器”的动态算法被证明是解决这一问题的一种方法。这些算法的优点是,在分配任务之前,它们在虚拟机上的分配表中进行搜索,其度量相当低(无论是响应时间还是处理时间)。本文提出了一种基于混合算法的负载均衡算法,该算法考虑了数据中心虚拟机的当前负载和任务在执行过程中的状态,以克服静态算法带来的问题。混合算法允许云服务提供商,提高性能,可用性和最大限度地利用虚拟机在他们的数据中心。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The load balancing improvement of a data center by a hybrid algorithm in cloud computing
The static load balancing algorithms, share the client query between virtual machines in a data center for the processing. But, there is a problem when it comes to the current load of each virtual machine. The dynamic algorithms as "Efficient Response Time Load Balancer" and "Mini time processing load balancer" prove to be a solution to respond to this problem. The advantage of these algorithms, before allocating a task, is that they search in the allocation tables on the virtual machine, with a metric which is quite inferior (be it the response time or the processing time). In this paper, we propose a new improvement of the load balancing by our hybrid algorithm, that takes into account, the current load of the virtual machine of a data center and the status of its tasks during execution, in order to overcome the problems caused by the static algorithms. The hybrid algorithm allows cloud service providers, to improve the performance, availability and maximize the use of virtual machines in their data centers.
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:481959085
Book学术官方微信