期刊文献+

IP网络时延敏感型业务流自适应负载均衡算法 被引量:7

Towards load adaptive routing based on link critical degree for delay-sensitive traffic in IP networks
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摘要 互联网对时延敏感的业务数据流,要求具有较低的端到端时延,但是网络拥塞的发生,将会使服务质量无法保证。基于链路关键度提出了一种新的自适应负载均衡路由算法(LARA,load adaptive routing algorithm),能最大限度地避开拥塞链路从而减少端到端延迟。该算法通过得到一个优化目标函数,并利用凸优化理论将优化目标函数分解为若干个子函数,最终得到一个简单的分布式协议。利用NS2仿真器在基于CERNET2真实的拓扑结构上进行仿真实验,同时与网络中能普遍部署的等开销多路径(ECMP,equal-costmulti-path)算法相比较,通过测试反馈时延、分组丢失率、流量负载,结果表明LARA具有更好的自适应性和健壮性,性能相比更优。 Delay-sensitive traffic requires lower end-to-end delay in IP networks, such as online video, VoIP, video con- ference. Based on the criticality degree of link. A load adaptive routing algorithm (LARA) was presented which could avoid the link to be congested to reduce the end-to-end delay. Firstly, an optimization objective function has been put forward; and then decomposed into several sub-functions by using convex optimization theory; finally, the optimization objective function and sub-functions were transformed into a simple distributed protocol. LARA with ECMP (equal-cost multipath) routing strategy was compared which was widely deployed in the network by using NS2 simulation under CERNET2 topology. By evaluating the feedback delay, packet loss rate and traffic load, the results show that LARA can exhibit good performance and achieve excellent load balance, and meanwhile improve the robustness of the link when using multipath routing technology.
出处 《通信学报》 EI CSCD 北大核心 2015年第3期131-141,共11页 Journal on Communications
基金 国家重点基础研究发展计划("973"计划)基金资助项目(2012CB315806) 国家自然科学基金资助项目(61170211 61202356 61161140454) 教育部博士学科专项基金资助项目(20110002110056 20130002110058)~~
关键词 网络拥塞 关键链路 链路关键度 多路径路由 负载均衡 network congestion critical link criticality degree of link multipath routing load balance
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  • 1Chinese netizens network video application research report in 2013 [EB/OL] .http://www.cnnic.net.crdhlwfzyj/hlwxzbg/spbg/201406/t 20140609_47180.htm.
  • 2Cisco visual networking index: forecast and methodology[EB/OL]. http://www.cisco.com/c/en/us/solutions/collateral/service-provider/ip- ngn-ip-next-generation-network/whiteoaper_c 11-481360.html.
  • 3VOGEL A, KERHERVE B, et al. Distributed multimedia and QoS: a survey[J]. IEEE Multi-Media, 1995, 2(2): 10-19.
  • 4XIAO X, NIL M. Internet QoS: a big picture[J]. IEEE Network, 1999,13(2):8-18.
  • 5HE J, REXFORD J. Towards Internet-wide multipath routing[J]. IEEE Network Magazine, Special Issue on Internet Scalability, 2008, 22(2): 16-21.
  • 6KELLY F, VOICE T. Stability of end-to-end algorithms for joint rout- ing and rate control[J]. ACM SIGCOMM Computer Communication Review, 2005,35(2):5-12.
  • 7XU W, REXFORD J. MIRO: Multi-path interdomain routing[J]. ACM SIGCOMM Computer Communication Review, 2006,36(4): 171-182.
  • 8DAMON W, COSTIN R, ADAM G, et al. Design, implementation and evaluation of congestion control for multipath TCP[A]. Proc of the 8th USENIX Conference[C]. 2011.99-112.
  • 9SUCHARA M, XU D H, DOVERSPIKE R, et al. Network architec- ture for joint failure recovery and traffic engineering[J]. ACM SIG- METRICS Performance Evaluation Review, 2011,39(1 ):97-108.
  • 10NGUYEN G T K, AGARWAL R, LIU J D, et al. Slick packets[J]. Performance Evaluation Review, 2011,39( 1 ): 205-216.

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  • 2周云才.黄金分割法在无穷远处是最优的[J].江汉石油学院学报,1993,15(1):97-101. 被引量:3
  • 3高晓光,史建国.变结构离散动态贝叶斯网络及其推理算法[J].系统工程学报,2007,22(1):9-14. 被引量:22
  • 4李捷,候秀红,韩志杰.基于卡尔曼滤波和小波的网络流量预测算法研究[J].电子与信息学报,2007,29(3):725-728. 被引量:14
  • 5PAN J L, SUBHARTHI P, RAJ J. A survey of the research on future internet architectures[J]. IEEE Communications Magazine, 2011, 49(7):26-36.
  • 6MEDINA A, TAFT N, SALAMATIAN K, e~ al. Traffic matrix estima- tion: existing techniques and new directions[J]. ACM SIGCOMM Computer Communication Review. 2002, 32(4): 161-174.
  • 7MCKEOWN N, ANDERSON T, H, et al. Open- Flow: enabling innovation in campus networks[J]. ACM SIGCOMM Computer Communication Review, 2008, 38(2): 69-74.
  • 8TOOTOONCHIAN A, GHOBADI M, GANJALI Y. OpenTM: traffic matrix estimator for OpenFlow networks[C]//Passive and active measurement. Springer Berlin Heidelberg, e2010:201-210.
  • 9LUO H B, CHEN Z, ZI-IANG H K, et al. An approach for efficient,accurate, and timely estimation of traffic matrices[C]//The INFOCOM WKSHPS 2014. Toronto, Canada, 2014.
  • 10LUO H B, CHEN Z, ZHANG H K, et al. CoLoR: an information- centric Intemet architecture for innovation[J]. IEEE Network Maga- zine, 2014, 28(3):4-10.

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