Measurements and Long Range Dependence
Network Traffic Analysis
- On the long-range dependence of packet round-trip delays in Internet
Q. Li and D.L. Mills
IEEE International Conference on Communications, pp 1185-1191, 1998
- Toward an Improved Understanding of Network Traffic Dynamics
R. H. Riedi and W. Willinger
Self-similar Network Traffic and Performance Evaluation, eds. Park and Willinger, Wiley 2000
- On the Propagation of Long-range Dependency in the Internet
A. Veres, Z. Kenesi, S. Molnar and G. Vattay
SIGCOMM, 2000
- Long-range Dependence and Data Network Traffic
W. Willinger, V. Paxson, R. H. Riedi and M. S. Taqqu
Long-Range Dependence: Theory and Applications, 2001
- Where Mathematics Meets the Internet
W. Willinger, and V. Paxson
Notices of the AMS, 1998
- Self-Similarity in World Wide Web Traffic Evidence and Possible Causes
M. E. Crovella, and A. Bestavros
IEEE/ACM Transactions on Networking, 1997
- On the Relevance of Long-Range Dependence in Network Traffic
M. Grossglauser, and J. Bolot
IEEE/ACM Transactions on Networking, 1998
- The Changing Nature of Network Traffic: Scaling Phenomena
A. Feldmann, A. C. Gilbert, W. Willinger, and T. G. Kurtz
ACM Computer Communication Review, vol. 28, pp 5-29, 1998
- Dynamics of IP Traffic: A Study of the Role of Variability and The Impact of Control
A. Feldmann, A. C. Gilbert, P. Huang and W. Willinger
SIGCOMM, pp 301-313, 1999
- On the Effect of Traffic Self-Similarity on Network Performance
K. Park, G. Kim, and M. E. Crovella
Proceedings of SPIE International Conference on Performance and Control of Network Systems, 1997
- On Multimedia Netowkrs: Self-similar Traffic and Network Performance
Z. Sahinoglu and S. Tekinay
IEEE Communications Magazine, vol. 37, pp 48-52, 1999
- On the Self-Similar nature of Ethernet Traffic
W. E. Leland, M. S. Taqqu, W. Willinger and D. V. Wilson
IEEE/ACM Transactions on Networking, 1994
- Wide area traffic: the failure of {Poisson} modeling
Vern Paxson and Sally Floyd
IEEE\ACM Transactions on Networking, vol. 3, num. 3, pp 226-244, 1995
- On Exploiting Traffic Predictability in Active Queue Management
Gao, G. He, C. Hou
IEEE Infocom, 2002
- On the Limits of Self-Similarity in network traffic models
Molle, M. and A. Dabirian
Computer Networking in the 21st Century Mini Conference, April 3-4 1998
- Experimental Queueing Analysis with Long-Range Dependent Packet Traffic
Ashok Erramilli and Onuttom Narayan and Walter Willinger
IEEE\slash ACM Transactions on Networking, vol. 4, pp 209-223, 1996
Estimating LRD
- On The Limitations of the Variance-Time Test for Inference of Long-Range Dependence
M. Krunz
IEEE INFOCOM, pp 1254-1260, 2001
- Pitfalls in Long Range Dependence Testing and Estimation
S. Molnar and T. D. Dang
GLOBECOM, 2000
- Estimation Methodologies
Vadim Teverovsky
http://math.bu.edu/people/murad/methods/
- On Estimating the Intensity of Long-Range Dependence in Finite and Infinite Variance Time Series
M. S. Taqqu and V. Teverovsky
A Practical Guide to Heavy Tails: Statistical Techniques and Applications, Birkhauser, Boston, pp 177-217, 1998
- Wavelet Analysis of Long-Range Dependence Traffic
P. Abry and D. Veitch
IEEE Transactions on Information Theory, 1998
- Long-Range dependence:Now you see it, now you don't!
T. Karagiannis, M. Faloutsos, R.H. Riedi
IEEE Global Internet, 2002
LRD models
- A Multifractal Wavelet Model with Application to Network Traffic
R. H. Riedi, M. S. Crouse, V. J. Ribeiro, and R. G. Baraniuk
IEEE Special Issue on Information Theory, pp 992-1018,1999
- Fast Approximation of Self Similar Network Traffic
Vern Paxson
LBL-36750, 1995
- Chaos and Order in the Capital Markets
Edgar E. Peters
John Wiley & Sons, New York, pp 211, 1991
- Self-Similarity and Heavy Tails: Structural Modeling of Network Traffic
W. Willinger, V. Paxson and M.S. Taqqu
In A Practical Guide to Heavy Tails: Statistical Techniques for Analyzing Heavy Tailed Distributions, R. Adler, R. Feldman and M.S. Taqqu (Eds.), Birkhauser Verlag, Boston, MA, pp 27-53, 1998
- A Non-Intrusive, Wavelet-Based Approach to Detecting Network Performance Problems
P. Huang, A. Feldmann and W. Willinger
IMW, 2001
- A Unified Framework for Understanding Network Traffic Using Independent Wavelet Models
X. Tian, J. Wu and C. Ji
IEEE INFOCOM, 2002
LRD Theory
- Statistics for Long-memory Processes
J. Beran
Chapman and Hall, New York, 1994
Misc
- Fracdiff: Maximum Likelihood Estimation of the Parameters of a Fractionally Differenced Arima(p,d,q) model
C. Fraley
http://lib.stat.cmu.edu/general/
- The RPS Toolkit
http://www.cs.northwestern.edu/~RPS/