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电子学报  2013 

基于自学习选路算法的多路径并行传输

DOI: 10.3969/j.issn.0372-2112.2013.07.008, PP. 1290-1296

Keywords: 自学习,多路径并行传输,最优化,选路算法

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Abstract:

本文针对多路径并行传输提出了一种基于自学习思想的路径选择算法.这种自学习机制首先根据具体服务提出的需求,如吞吐量、延时、丢包等,综合定义一个用于计算服务体验的目标函数,再将路径选择算法中的一些参数设定为可学参数.在传输过程中,系统通过分析不同可学习参数与目标函数值之间的对应变化关系,逐渐进行自我学习,得到最佳的可学参数配置,从而获得最优化的服务体验.实验测试结果表明了自学习选路算法的可行性、收敛性和稳定性,并且证明了该算法能够根据网络状态的实时变化,通过自学习机制自行调整路径分配并得到最佳的目标函数值.

References

[1]  R Stewart,Q Xie,K Morneault.Stream Control Transmission Protocol[S].RFC4960,2007.
[2]  F Perotto,C Casetti,G Galant.SCTP-based transport protocols for concurrent multipath transfer [A].Proceedings of IEEE Wireless Communications and Networking Conference [C].Kowloon,China,2007.2971-2976.
[3]  A Ford,C Raiciu,M Handley and et al.Architectural Guidelines for Multipath TCP Development[S].RFC6182,2011.
[4]  S Shailendra,R Bhattacharjee,S K Bose.Optimized flow division modeling for multi-path transport [A].Proceedings 2010 Annual IEEE India Conference [C].Kolkata,India,2010.1-4.
[5]  C Liu,S D Zhang,H Yan,H K Zhang.Self-adaptive path selection scheme in concurrent multipath transfer [A].International Conference on Broadband Network & Multimedia Technology [C].Beijing,China,2010.8-13.
[6]  薛淼,董平,张思东,张宏科.一种基于端到端多路径的最优化流量控制算法[J].电子学报,2012,40(3):564-570. XUE Miao,DONG Pin,ZHANG Si-dong,ZHANG Hong-ke.An algorithm for optimal flow control based end-to-end multipath[J].Acta Electronica Sinica,2012,40(3):564-570.(in Chinese)
[7]  C Q Xu,F Zhao,J Guan,H Zhang,G M Muntean,QoE-driven user-centric VoD services in urban multi-homed P2P-based vehicular network[J].IEEE Transactions on Vehicular Technology,2012,PP(99):1-14.
[8]  J R Iyengar,P D Amer,R Stewart.Concurrent multipath transfer using SCTP multihoming over independent end-to-end paths[J].IEEE/ACM Transactions on Networking,2006,14(5):951-964.
[9]  A A E Al,T Saadawi,M Lee.A transport layer load-sharing mechanism for mobile wireless hosts [A].Proceedings of the Second IEEE Annual Conference on Pervasive Computing and Communications Workshops [C].Orlando,FL,USA,2004.87-91.
[10]  K K Lam,J M Chapin,V W S Chan.Performance analysis and optimization of multipath TCP [A].Wireless Communications and Networking Conference [C].Cancun,Quintana Roo,Mexico,2011.695-700.
[11]  J R Iyengar,P D Amer,R Stewart.Receive buffer blocking in Concurrent Multipath Transfer [A].GLOBECOM [C].St.Louis,MO,USA,2005.121-126.
[12]  F Song,H K Zhang,S D Zhang,F M V Ramos,J Crowcroft.Relative delay estimator for SCTP-based concurrent multipath transfer [A].GLOBECOM [C].Miami,FL,USA,2010.1-6.
[13]  C Q Xu,E Fallon,Y Qiao,L Zhong,G M Muntean.Performance evaluation of multimedia content distribution over multi-homed wireless networks[J].IEEE Transactions on Broadcasting,2011,57(2):204-215.
[14]  C Q Xu,T Liu,J Guan,H Zhang,G M Muntean.CMT-QA:Quality-aware adaptive concurrent multipath data transfer in heterogeneous wireless networks[J].IEEE Transactions on Mobile Computing,2012,PP(99):1-16.

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