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)
Self-similarity in World Wide Web traffic: evidence and possible causes
Proceedings of the 1996 ACM SIGMETRICS international conference on Measurement and modeling of computer systems
Conference proceedings on Applications, technologies, architectures, and protocols for computer communications
Proof of a fundamental result in self-similar traffic modeling
ACM SIGCOMM Computer Communication Review
Generating representative Web workloads for network and server performance evaluation
SIGMETRICS '98/PERFORMANCE '98 Proceedings of the 1998 ACM SIGMETRICS joint international conference on Measurement and modeling of computer systems
Self-similarity and heavy tails: structural modeling of network traffic
A practical guide to heavy tails
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
IEEE Journal on Selected Areas in Communications
Semi-automated discovery of application session structure
Proceedings of the 6th ACM SIGCOMM conference on Internet measurement
Spatio-temporal modeling of traffic workload in a campus WLAN
WICON '06 Proceedings of the 2nd annual international workshop on Wireless internet
Web user-session inference by means of clustering techniques
IEEE/ACM Transactions on Networking (TON)
Analysis and modeling of a campus wireless network TCP/IP traffic
Computer Networks: The International Journal of Computer and Telecommunications Networking
A versatile probability distribution for light and heavy tails of web file sizes
WCNC'09 Proceedings of the 2009 IEEE conference on Wireless Communications & Networking Conference
Difficulties in modeling SCADA traffic: a comparative analysis
PAM'12 Proceedings of the 13th international conference on Passive and Active Measurement
Journal of Network and Computer Applications
Queue management as a DoS counter-measure?
ISC'07 Proceedings of the 10th international conference on Information Security
Computer Networks: The International Journal of Computer and Telecommunications Networking
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We propose a two level model for TCP connection arrivals in local area networks. The first level are user sessions whose arrival is time-varying Poisson. The second level are connections within a user session. Their number and mean interarrival times are independent and biPareto across user sessions. The interarrivals within a user session are Weibull, and across all users are correlated Weibull. Our model has a small number of parameters which are inferred from real traffic collected at a firewall. We show that traffic synthesized with our model closely matches the original data. We extend this approach to a general model involving shot noise and show it is asymptotically consistent with more common fractal models used in data networks. Finally, we show that this model extends to the wide area network applications without alteration and it predicts smoothing of wide area network traffic profiles due to spatial aggregation, which we observe experimentally by synthetically creating a large aggregate TCP load.