Congestion avoidance and control
SIGCOMM '88 Symposium proceedings on Communications architectures and protocols
On the self-similar nature of Ethernet traffic (extended version)
IEEE/ACM Transactions on Networking (TON)
Wide area traffic: the failure of Poisson modeling
IEEE/ACM Transactions on Networking (TON)
Experimental queueing analysis with long-range dependent packet traffic
IEEE/ACM Transactions on Networking (TON)
IEEE/ACM Transactions on Networking (TON)
On the relevance of long-range dependence in network traffic
Conference proceedings on Applications, technologies, architectures, and protocols for computer communications
Self-similarity in World Wide Web traffic: evidence and possible causes
IEEE/ACM Transactions on Networking (TON)
Data networks as cascades: investigating the multifractal nature of Internet WAN traffic
Proceedings of the ACM SIGCOMM '98 conference on Applications, technologies, architectures, and protocols for computer communication
Dynamics of IP traffic: a study of the role of variability and the impact of control
Proceedings of the conference on Applications, technologies, architectures, and protocols for computer communication
On the nonstationarity of Internet traffic
Proceedings of the 2001 ACM SIGMETRICS international conference on Measurement and modeling of computer systems
Self-Similar Network Traffic and Performance Evaluation
Self-Similar Network Traffic and Performance Evaluation
On the relationship between file sizes, transport protocols, and self-similar network traffic
ICNP '96 Proceedings of the 1996 International Conference on Network Protocols (ICNP '96)
Wavelet analysis of long-range-dependent traffic
IEEE Transactions on Information Theory
A wavelet-based joint estimator of the parameters of long-range dependence
IEEE Transactions on Information Theory
Computer Networks: The International Journal of Computer and Telecommunications Networking - Special issue: Long range dependent trafic
Blind maximum likelihood estimation of traffic matrices under long-range dependent traffic
Computer Networks: The International Journal of Computer and Telecommunications Networking
Cloud resource usage: extreme distributions invalidating traditional capacity planning models
Proceedings of the 2nd international workshop on Scientific cloud computing
Multi-timescale economics-driven traffic management in MPLS networks
Network performance engineering
Distributed detection/localization of change-points in high-dimensional network traffic data
Statistics and Computing
Catching popular prefixes at AS border routers with a prediction based method
Computer Networks: The International Journal of Computer and Telecommunications Networking
Cloud Resource Usage--Heavy Tailed Distributions Invalidating Traditional Capacity Planning Models
Journal of Grid Computing
Review: A critical look at power law modelling of the Internet
Computer Communications
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This paper provides a deep analysis of long-range dependence in a continually evolving Internet traffic mix by employing a number of recently developed statistical methods. Our study considers time-of-day, day-of-week, and cross-year variations in the traffic on an Internet link. Surprisingly large and consistent differences in the packet-count time series were observed between data from 2002 and 2003. A careful examination, based on stratifying the data according to protocol, revealed that the large difference was driven by a single UDP application that was not present in 2002. Another result was that the observed large differences between the two years showed up only in packet-count time series, and not in byte counts (while conventional wisdom suggests that these should be similar). We also found and analyzed several of the time series that exhibited more ''bursty'' characteristics than could be modeled as fractional Gaussian noise. The paper also shows how modern statistical tools can be used to study long-range dependence and non-stationarity in Internet traffic data.