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Fast Accurate Computation of Large-Scale IP Traffic Matrices from Link Loads (2003)  (Make Corrections)  (32 citations)
Yin Zhang, Matthew Roughan, Nick Duffield, Albert Greenberg



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Abstract: A matrix giving the traffic volumes between origin and destination in a network has tremendously potential utility for network capacity planning and management. Unfortunately, traffic matrices are generally unavailable in large operational IP networks. On the other hand, link load measurements are readily available in IP networks. In this paper, we propose a new method for practical and rapid inference of traffic matrices in IP networks from link load measurements, augmented by readily... (Update)

Cited by:   More
Reformulating the Monitor Placement Problem.. - Cantieni.. (2006)   (Correct)
Traffic Engineering with Estimated Traffic Matrices - Matthew Roughan Mikkel (2003)   (Correct)
Traffic Matrix Reloaded: Impact of Routing Changes - Teixeira, Duffield.. (2005)   (Correct)

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1.8:   Fast Accurate Computation of Large-Scale IP Traffic .. - Zhang, Roughan.. (2003)   (Correct)
0.3:   Simplifying the synthesis of Internet traffic matrices - Matthew Roughan School (2005)   (Correct)
0.2:   Controlling for Heterogeneity in Gravity Models of Trade - Cheng, Wall (1999)   (Correct)

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BibTeX entry:   (Update)

Y. Zhang, M. Roughan, N. Duffield, and A. Greenberg. Fast accurate computation of large-scale IP traffic matrices from link loads. In ACM SIGMETRICS, San Diego, USA, June 2003. http://citeseer.ist.psu.edu/article/zhang03fast.html   More

@misc{ zhang03fast,
  author = "Y. Zhang and M. Roughan and N. Duffield and A. Greenberg",
  title = "Fast accurate computation of large-scale IP traffic matrices from link
    loads",
  text = "Y. Zhang, M. Roughan, N. Duffield, and A. Greenberg. Fast accurate computation
    of large-scale IP traffic matrices from link loads. In ACM SIGMETRICS, San
    Diego, USA, June 2003.",
  year = "2003",
  url = "citeseer.ist.psu.edu/article/zhang03fast.html" }
Citations (may not include all citations):
2528   Maximum likelihood from incomplete data via the em algorithm.. (context) - Dempster, Laird et al. - 1977
532   LAPACK Users' Guide (context) - Anderson, Bai et al. - 1999
104   Deriving traffic demands for operational IP networks: Method.. - Feldmann, Greenberg et al. - 2001
79   Network tomography: estimating source-destination traffic in.. (context) - Vardi - 1996
72   Netscope: Traffic engineering for IP networks - Feldmann, Greenberg et al. - 2000
57   The use of end-to-end multicast measurements for characteriz.. - Adams, Bu et al. - 2000
51   Inter-AS traffic patterns and their implications (context) - Fang, Peterson - 1999
43   Traffic matrix estimation: Existing techniques and new direc.. - Medina, Taft et al. - 2002
30   Optimizing OSPF/IS-IS weights in a changing world (context) - Fortz, Thorup - 2002
29   Bayesian inference on network traffic using link count data - Tebaldi, West - 1998
24   Teletraffic modeling for personal communications services - Lam, Cox et al. - 1997
22   Controlling the impact of BGP policy changes on IP traffic - Feamster, Borkenhagen et al. - 2001
16   Time-varying network tomography (context) - Cao, Davis et al. - 2000
15   Internet tomography - Coates, Hero et al. - 2002
12   Experience in measuring backbone traffic variability: Models.. - Roughan, Greenberg et al. - 2002
9   A taxonomy of IP traffic matrices (context) - Medina, Fraleigh et al. - 2002
8   Shaping the world economy: Suggestions for an international .. (context) - Tinbergen - 1962
8   A scalable method for estimating network traffic matrices fr.. - Cao, Wiel et al.
7   Passive traffic measurement for IP operations - Grossglauser, Rexford - 2002
6   A tentative model for the volume of trade between countries (context) - Pyhnen - 1963
6   Modeling traffic demand between nodes in a telecommunication.. (context) - Kowalski, Warfield - 1995
2   private communications (context) - Klincewicz - 2000



The graph only includes citing articles where the year of publication is known.


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