软件定义网络上云视频分发的联合资源分配和流量管理

Zhenghuan Zhang, Xiaofeng Jiang, H. Xi
{"title":"软件定义网络上云视频分发的联合资源分配和流量管理","authors":"Zhenghuan Zhang, Xiaofeng Jiang, H. Xi","doi":"10.1109/ICCSN.2016.7586692","DOIUrl":null,"url":null,"abstract":"The rapid progress of cloud technology has attracted a growing number of video providers to deploy their streaming services onto multiple distributed datacenters for more cost-effective performance. The emerging Software-Defined Networking (SDN) technology overcomes the limitation of the existing network and provides a promising solution to manage the underlying network. In this paper, we introduce an SDN-enabled cloud video distribution architecture and propose a joint resource allocation and traffic management mechanism to improve user experience and reduce the system operational cost. We use a delay utility function to represent user experience and formulate the joint optimization problem as a convex optimization problem. We conduct simulations to evaluate the performance of our algorithm and the results show that our strategy can effectively cut down the total cost and guarantee user experience.","PeriodicalId":158877,"journal":{"name":"2016 8th IEEE International Conference on Communication Software and Networks (ICCSN)","volume":"28 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2016-06-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"4","resultStr":"{\"title\":\"Joint resource allocation and traffic management for cloud video distribution over software-defined networks\",\"authors\":\"Zhenghuan Zhang, Xiaofeng Jiang, H. Xi\",\"doi\":\"10.1109/ICCSN.2016.7586692\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"The rapid progress of cloud technology has attracted a growing number of video providers to deploy their streaming services onto multiple distributed datacenters for more cost-effective performance. The emerging Software-Defined Networking (SDN) technology overcomes the limitation of the existing network and provides a promising solution to manage the underlying network. In this paper, we introduce an SDN-enabled cloud video distribution architecture and propose a joint resource allocation and traffic management mechanism to improve user experience and reduce the system operational cost. We use a delay utility function to represent user experience and formulate the joint optimization problem as a convex optimization problem. We conduct simulations to evaluate the performance of our algorithm and the results show that our strategy can effectively cut down the total cost and guarantee user experience.\",\"PeriodicalId\":158877,\"journal\":{\"name\":\"2016 8th IEEE International Conference on Communication Software and Networks (ICCSN)\",\"volume\":\"28 1\",\"pages\":\"0\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2016-06-04\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"4\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2016 8th IEEE International Conference on Communication Software and Networks (ICCSN)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICCSN.2016.7586692\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2016 8th IEEE International Conference on Communication Software and Networks (ICCSN)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICCSN.2016.7586692","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 4

摘要

云技术的快速发展吸引了越来越多的视频提供商将他们的流媒体服务部署到多个分布式数据中心,以获得更经济高效的性能。新兴的软件定义网络(SDN)技术克服了现有网络的局限性,为底层网络的管理提供了一种很有前景的解决方案。本文介绍了一种基于sdn的云视频分发架构,并提出了一种联合资源分配和流量管理机制,以提高用户体验,降低系统运营成本。我们使用延迟效用函数来表示用户体验,并将联合优化问题表述为凸优化问题。我们通过仿真来评估算法的性能,结果表明我们的策略可以有效地降低总成本并保证用户体验。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Joint resource allocation and traffic management for cloud video distribution over software-defined networks
The rapid progress of cloud technology has attracted a growing number of video providers to deploy their streaming services onto multiple distributed datacenters for more cost-effective performance. The emerging Software-Defined Networking (SDN) technology overcomes the limitation of the existing network and provides a promising solution to manage the underlying network. In this paper, we introduce an SDN-enabled cloud video distribution architecture and propose a joint resource allocation and traffic management mechanism to improve user experience and reduce the system operational cost. We use a delay utility function to represent user experience and formulate the joint optimization problem as a convex optimization problem. We conduct simulations to evaluate the performance of our algorithm and the results show that our strategy can effectively cut down the total cost and guarantee user experience.
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