ZHANG Min, WU Chunming, HANG Yue, YANG Qiang, WANG Bin, JIANG Ming. Robust Dynamical Virtual Network Provisioning[J]. Chinese Journal of Electronics, 2013, 22(1): 151-154.
Citation: ZHANG Min, WU Chunming, HANG Yue, YANG Qiang, WANG Bin, JIANG Ming. Robust Dynamical Virtual Network Provisioning[J]. Chinese Journal of Electronics, 2013, 22(1): 151-154.

Robust Dynamical Virtual Network Provisioning

Funds:  This work is supported in part by the National Basic Research Program of China (973 Program) (No.2012CB315903), the National Natural Science Foundation of China (No.61070157, No.61103200), the Zhejiang Provincial Natural Science Foundation of China (No.Y1111192).
  • Received Date: 2011-12-01
  • Rev Recd Date: 2012-03-01
  • Publish Date: 2013-01-05
  • Multiple virtual networks (VNs) sharing an underlying substrate network is considered a promising tool to diversify and reshape the future inter-networking paradigm. In this paper, based on the robust optimization theory, a robust dynamic approach is presented, which periodically identifies bandwidth allocation to VNs to work reasonable well for a range of traffic patterns over a period of time, rather than certain traffic pattern instance. This problem is formulated as a robust optimization problem using path-flow model aiming to compute the minimumcost bandwidth allocation, and a distributed algorithm is proposed by using the primal decomposition method. The numerical result obtained from simulation experiments demonstrates the strength and the effectiveness of the proposed algorithm.
  • loading
  • G. Eason, B. Noble and I.N. Sneddon, “Network virtualization:A view from the bottom”, Proc. of the 1st ACM Workshopon Virtualized Infrastructure Systems and Architectures, NewYork, NY, USA, pp.73-80, 2009.
    Y. Zhu, M. Ammar, “Algorithms for assigning substrate networkresources to virtual network components”, Proc. of IEEEINFOCOM, Barcelona, Catalonia, Spain, pp.1-12, 2006.
    M. Yu, Y. Yi, J. Rexford et al., “Rethinking virtual network embedding:substrate support for path splitting and migration”,ACM SIGCOMM Computer Communication Review, Vol.38,No.2, pp.17-29, 2008.
    N.M. Mosharaf, K. Chowdhury et al., “Virtual network embeddingwith coordinated node and link mapping”, Proc. of IEEEINFOCOM, Rio de Janeiro, Brazil, pp.783-791, 2009.
    J. Lischka, H. Karl, “A virtual network mapping algorithmbased on subgraph isomorphism detection”, Proc. of ACM SIGCOMM,Barcelona, Spain, pp.81-88, 2009.
    Cheng Xiang et al., “Virtual network embedding based onparticle swarm optimization”, Acta Electronica Sinica, Vol.39,No.10, pp.2240-2244, 2011. (in Chinese)
    Jiang Ming et al., “Research on network virtualization andvirtual network mapping algorithm”, Acta Electronica Sinica,Vol.39, No.6, pp.1315-1320, 2011. (in Chinese)
    J. He et al., “Davinci: Dynamically adaptive virtual networksfor a customized internet”, Proceedings of the ACM CoNEXT,Madrid, Spain, pp.1-12, 2008.
    N.G. Duffield et al., “A flexible model for resource managementin virtual private networks”, ACM SIGCOMM Computer CommunicationReview, Vol.29, No.4, pp.95-108, 1999.
    T. Erlebach, M. Ruegg, “Optimal bandwidth reservation inhose-model VPNs with multip-path routing”, Proceedings ofIEEE INFOCOM, Hong Kong, pp.2275-2282, 2004.
    A. Altin et al., “OSPF routing with optimal oblivious performanceratio under polyhedral demand uncertainty”, Optim.Engrg., Vol.11, pp.395-422, 2010.
    V. Tabatabaee et al., “Robust routing with unknown traffic matrices”,Proc. of IEEE INFOCOM, Anchorage, Alaska, USA,pp.2436-2440, 2007.
    G. Box, G. Jenkins, G. Reinsel, Time Series Analysis, Forecastingand Control, third ed., Prentice-Hall, 1994.
    N. Spring, R. Mahajan, D. Wetherall, T. Anderson, “MeasuringISP topologies with rocketfuel”, IEEE/ACM Transcationon Networking, Vol.12, No.1, pp.2-16, 2004.
    WITS: Waikato Internet Traffic Storage, Available athttp://wand.net.nz/wits/
  • 加载中

Catalog

    通讯作者: 陈斌, bchen63@163.com
    • 1. 

      沈阳化工大学材料科学与工程学院 沈阳 110142

    1. 本站搜索
    2. 百度学术搜索
    3. 万方数据库搜索
    4. CNKI搜索

    Article Metrics

    Article views (441) PDF downloads(1485) Cited by()
    Proportional views
    Related

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return