IEEE/ACM Transactions on Networking · 1997 · 383 citations · 37 references
ComputingComputer ScienceComputer SystemsComputer NetworksNetwork AdministrationQueuing TheoryNetwork Performance AnalysisQueueing AnalysisQueueing NetworksQueueing ProcessesQueueing SystemsQueueing TheoryAdmission ControlAdmission Control PoliciesNetwork Resource UtilizationNetwork Traffic ModelingPredictive Service ModelingQueueing Control PoliciesQueueing Delay EstimationWorst-case Delay Estimation
Many designs for integrated services networks offer a bounded delay packet delivery service to support real-time applications. To provide a bounded delay service, networks must use admission control to regulate their load. Previous work on admission control mainly focused on algorithms that compute the worst case theoretical queueing delay to guarantee an absolute delay bound for all packets. In this paper, we describe a measurement-based admission control algorithm (ACA) for predictive service, which allows occasional delay violations. We have tested our algorithm through simulations on a wide variety of network topologies and driven with various source models, including some that exhibit long-range dependence, both in themselves and in their aggregation. Our simulation results suggest that measurement-based approach combined with the relaxed service commitment of predictive service enables us to achieve a high level of network utilization while still reliably meeting the delay bound.
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Time Series Analysis: Forecasting and Control
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Computing, Data Science, Forecasting +11
Wide area traffic: the failure of Poisson modeling
Vern Paxson, Sally Floyd · IEEE/ACM Transactions on Networking · 1995 · 3.7K citations · Full text