Acta Photonica Sinica, Volume. 43, Issue 7, 706023(2014)
Mixed Estimation Approach to EndtoEnd Network Traffic
[1] [1] WANG X, ZHANG D. A novel method to estimate IP traffic matrix[C]. Proceedings of WiCOM′10, 2010: 1-4.
[2] [2] CAI Ting, HUANG Shanguo, 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.
[3] [3] JIANG Dingde, XU Zhengzheng, NIE Laisen, et al. An approximate approach to endtoend traffic in communication networks[J]. Chinese Journal of Electronics, 2012, 21(4): 705-710.
[4] [4] GUAN Aihong, WANG Boyun, FU Hongliang, 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.
[5] [5] AKGUL T, BAYKUT S, KANTARCI M, et al. Periodicitybased anomalies in selfsimilar network traffic flow measurements[C]. Proceedings of TIM′11, 2011, 60(4): 1358-1366.
[6] [6] JIANG Dingde, QIN Wenda, TANG Qingyi, et al. An estimation approach to traffic matrix in optical networks based on network tomography[J/OL]. [20131104]. http://www.photon.ac.cn/CN/abstract/abstract20262.shtml.
[7] [7] TEBALDI C, WEST M. Bayesian inference on network traffic using link count data[J]. Journal of American Statistics Association, 1998, 93(442): 557-576.
[8] [8] JUVA I, KUUSELA P, VIRTAMO J. A case study on traffic matrix estimation under Gaussian distribution[C]. In Proceedings of NTS′04, 2004: 49-60.
[9] [9] VATON S, BEDO J. Network traffic matrix: How can one learn the prior distributions from the link counts only[C]. In Proceedings of ICC′04, 2004: 2138-2142.
[10] [10] SOULE A, LAKHINA A, TAFT N, et al. Traffic matrices: balancing measurements, inference and modeling[C]. In Proceedings of SIGMETRICS′05, 2005, 33(1): 362-373.
[11] [11] ZHANG Y, ROUGHAN M, DUFFIELD N, et al. Fast accurate computation of largescale IP traffic matrices from link loads[C]. In Proceedings of SIGMETRICS′03, 2003, 31(3): 206-217.
[12] [12] TAKEDA T, SHIONOTO K. Traffic matrix estimation in largescale IP networks[C]. In Proceedings of LANMAN′10, 2010: 1-6.
[13] [13] JIANG Dingde, XU Zhengzheng, CHEN Zhenhua, et al. Joint timefrequency sparse estimation of largescale network traffic[J]. Computer Networks, 2011, 55(10): 3533-3547.
[14] [14] JIANG Dingde, XU Zhengzheng, XU Hongwei, et al. An approximation method of origindestination flow traffic from link load counts[J]. Computers and Electrical Engineering, 2011, 37(6): 1106-1121.
Get Citation
Copy Citation Text
JIANG Dingde, ZHAO Zuyao, XU Hongwei, WANG Xingwei. Mixed Estimation Approach to EndtoEnd Network Traffic[J]. Acta Photonica Sinica, 2014, 43(7): 706023
Received: Nov. 4, 2013
Accepted: --
Published Online: Aug. 18, 2014
The Author Email:
CSTR:32186.14.