Acta Photonica Sinica, Volume. 43, Issue 7, 706014(2014)

An Estimation Approach to Traffic Matrix in Optical Networks Based on Network Tomography

JIANG Dingde... QIN Wenda, TANG Qingyi, NIE Laisen and ZHANG Jian |Show fewer author(s)
Author Affiliations
  • [in Chinese]
  • show less
    References(21)

    [1] [1] TARUTANI Y,OHSITA Y,ARAKAWA S,et al.Opticallayer traffic engineering with link load estimation for largescale optical networks[J].IEEE Journal of Optical Communications and Networking,2012,4(1):38-52.

    [2] [2] GUO Lei,LI Lemin.A novel survivable routing algorithm with partial sharedrisk link groups (SRLG)disjoint protection based on differentiated reliability constraints in WDM optical mesh networks[J].Journal of Lightwave Technology,2007,25(6):1410-1415.

    [3] [3] JIANG Dingde,XU Zhengzheng,NIE Laisen,et al.An approximate approach to endtoend traffic in communication networks[J].Chinese Journal of Electronics,2012,21(4):705-710.

    [4] [4] OHSITA Y,MIYAMURA T,ARAKAWA S,et al.Gradually reconfiguring virtual network topologies based on estimated traffic matrices[J].IEEE Transaction on Networking,2010,18(1):177-189.

    [5] [5] CHEN Aiyou,CAO Jin,BU Tian.Network tomogrpahy:identifiability and Fourier domain estimation[J].IEEE Transactions on Signal Processing,2010,58(12):6029-6039.

    [6] [6] JIANG Dingde,XU Zhengzheng,CHEN Zhenhua,et al.Joint timefrequency sparse estimation of largescale network traffic[J].Computer Networks,2011,55(10):3533-3547.

    [7] [7] GUO Lei.LSSP:A novel local segmentshared protection for multidomain optical mesh networks[J].Computer Communications,2007,30(8):1794-1801.

    [8] [8] JIANG Dingde,WANG Xingwei,GUO Lei,et al.Accurate estimation of largescale IP traffic matrix[J].AEUInternational Journal of Electronics and Communications,2011,65(1):75-86.

    [9] [9] CAI Ting,HUANG Shanguo,LI Xin,et al.Dynamic survivable mapping algorithm based on ant colony optimization in IP over WDM networks[J].Acta Photonica Sinica,2012,41(12):1400-1404.

    [10] [10] GUAN Aihong,WANG Boyun,FU Hongliang,et al.A Deflection routing mechanism based on priority and burst segmentation in optical burst switching networks[J].Acta Photonica Sinica,2012,41(2):127-132.

    [11] [11] JIANG Dingde,XU Zhengzheng,XU Hongwei,et al.An approximation method of origindestination flow traffic from link load counts[J].Computers and Electrical Engineering,2011,37(6):1106-1121.

    [12] [12] CAO Jin,CHEN Aiyou,BU Tian.A quasi likelihood approach for accurate traffic matrix estimation in a high speed network[C].INFOCOM 2008,2008.4.

    [13] [13] CHEN Cunkang,QIAO Yaojun,JI Yuefeng,et al.Dynamic bandwidth allocation algorithm for orthogonal frequency division multiplexing accesspassive optical network[J].Acta Photonica Sinica,2011,40(5):684-689.

    [14] [14] SOULE A,LAKHINA A,TAFT N,et al.Traffic matrices:balancing measurements,inference and modeling[C].SIGMETRICS 2005,2005.

    [15] [15] DONOHO D.Compressive sensing[J].IEEE Transactions on Information Theory,2006,52(4):1289-1306.

    [16] [16] FORNASIER M,RAUHUT H.Compressive sensing [C].Handbook of Mathematical Methods in Imaging,2011.

    [17] [17] CARVAJALINO J D,YU G,CARIN L,et al.Taskdriven adaptive statistical compressive sensing of Gaussian mixture models[J].IEEE Transactions on Singal Processing,2013,61(3):585-600.

    [18] [18] BARANIUK R,DAVENPORT M,DEVORE R,et al.A simple proof of the restricted isometry property for random matrices[J].Constr Approx,2008,28(3):253-263.

    [19] [19] AHARON M,ELAD M,BRUCKSTEIN A.KSVD:an algorithm for designing overcomplete dictionaries for sparse representation[J].IEEE Transactions on Signal Processing,2006,54(11):4311-4322.

    [20] [20] TROPP J A,GILBERT A C.Signal recovery from random measurements via orthogonal matching pursuit[J].IEEE Transactions on Information Theory,2007,53(12):4655-4666.

    [21] [21] ZHANG Ying,ROUGHAN M,DUFFIELD N,et al.Fast accurate computation of largescale IP traffic matrices from link loads[C].ACM SIGMETRICS,2003,31(1):206-217.

    Tools

    Get Citation

    Copy Citation Text

    JIANG Dingde, QIN Wenda, TANG Qingyi, NIE Laisen, ZHANG Jian. An Estimation Approach to Traffic Matrix in Optical Networks Based on Network Tomography[J]. Acta Photonica Sinica, 2014, 43(7): 706014

    Download Citation

    EndNote(RIS)BibTexPlain Text
    Save article for my favorites
    Paper Information

    Received: Oct. 22, 2013

    Accepted: --

    Published Online: Aug. 18, 2014

    The Author Email:

    DOI:

    CSTR:32186.14.

    Topics