Fundamentals of queueing theory (2nd ed.).
Fundamentals of queueing theory (2nd ed.).
Wide area traffic: the failure of Poisson modeling
IEEE/ACM Transactions on Networking (TON)
A practical guide to heavy tails: statistical techniques and applications
A practical guide to heavy tails: statistical techniques and applications
Simulation Modeling and Analysis
Simulation Modeling and Analysis
Long-range dependence in a changing internet traffic mix
Computer Networks: The International Journal of Computer and Telecommunications Networking - Special issue: Long range dependent trafic
Application of rare event techniques to trace driven simulation
WSC '05 Proceedings of the 37th conference on Winter simulation
Modeling overloaded VoIP systems
WSC '05 Proceedings of the 37th conference on Winter simulation
Sizing Backbone Internet Links
Operations Research
Wide-area Internet traffic patterns and characteristics
IEEE Network: The Magazine of Global Internetworking
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Internet trace packet data for a given network link contains information on each packet's arrival time and size. An important problem is to model the congestion packets experienced over the collection period. Recent research has utilized a relationship from Queueing Theory known as Lindley's Recursion to model packet congestion. This relationship has existed for 50 years and has been quite beneficial in analyzing these traces. We report on our use of Lindley's Recursion to analyze publicly-available link data from the Abilene Network, an Internet2 backbone network. We extend the use of Lindley's Recursion and include a discussion of the computational problems, numerical evaluation of trace packet performance and potential modeling issues, and a statistical investigation of the independence of packet interarrival times. In addition, we show how Lindley's Recursion can be used to extend the baseline analysis to interject Voice over Internet Protocol (VoIP) packets into the trace.