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Achieving application-level utility max-min fairness of bandwidth allocation in datacenter networks

  • East China Normal University

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

Providing fair bandwidth allocation for applications is becoming increasingly compelling in cloud datacenters as different applications compete for shared datacenter network resources. Existing solutions mainly provide bandwidth guarantees for virtual machines (VMs) and achieve the fairness of VM bandwidth allocation. However, scant attention has been paid to application bandwidth guarantees for the fairness of application performance. In this paper, we introduce a rigorous definition of application-level utility max-min fairness, which guides us to develop a non-linear model to investigate the relationship between the fairness of application performance (utility) and the application bandwidth allocation. Based on Newton’s method, we further design a simple yet effective algorithm to solve this problem, and evaluate its effectiveness with extensive experiments using OpenFlow in Mininet virtual network environment. Evaluation results show that our algorithm can achieve utility max-min fair share of bandwidth allocation for applications in datacenter networks, yet with an acceptable computational overhead.

源语言英语
主期刊名Collaborative Computing
主期刊副标题Networking, Applications, and Worksharing - 11th International Conference, CollaborateCom 2015, Proceedings
编辑Xiaofei Liao, Fangming Liu, Song Guo, Yanmin Zhu
出版商Springer Verlag
36-46
页数11
ISBN(印刷版)9783319289090
DOI
出版状态已出版 - 2016
活动11th International Conference on Collaborative Computing: Networking, Applications, and Worksharing, CollaborateCom 2015 - Wuhan, 中国
期限: 10 11月 201511 11月 2015

出版系列

姓名Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering, LNICST
163
ISSN(印刷版)1867-8211

会议

会议11th International Conference on Collaborative Computing: Networking, Applications, and Worksharing, CollaborateCom 2015
国家/地区中国
Wuhan
时期10/11/1511/11/15

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