Fisher Information in Flow Size Distribution Estimation (original) (raw)

Profile image of Paul TunePaul Tune

2011, IEEE Transactions on Information Theory

Inference of flow statistics via packet sampling in the internet

Fabrice Guillemin

IEEE Communications Letters, 2000

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Properties and prediction of flow statistics from sampled packet streams

Carsten Lund

Proceedings of the second ACM SIGCOMM Workshop on Internet measurment - IMW '02, 2002

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A study of flow statistics of IP traffic with application to sampling

Fabrice Guillemin

2007

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Fisher information of sampled packets: an application to flow size estimation

Bruno Ribeiro

Internet Measurement Conference, 2006

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On the estimation of flow statistics via packet sampling in the Internet

Christine Fricker

2009

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On the statistical characterization of flows in Internet traffic with application to sampling

Fabrice Guillemin

Computer Communications, 2010

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Algorithms and estimators for accurate summarization of internet traffic

Carsten Lund, Edith Cohen

Proceedings of the 7th ACM SIGCOMM conference on Internet measurement - IMC '07, 2007

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Predicting resource usage and estimation accuracy in an IP flow measurement collection infrastructure

Carsten Lund

Proceedings of the conference on Internet measurement conference - IMC '03, 2003

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Maximum likelihood estimation of the flow size distribution tail index from sampled packet data

Paulo Gonçalves

2009

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A new method of inferring flow statistics from sampled data in the Internet

Fabrice Guillemin

preprint, …, 2006

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Adaptive packet sampling for flow volume measurement

Zhi-Li Zhang

ACM SIGCOMM Computer Communication Review, 2002

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Data streaming algorithms for efficient and accurate estimation of flow size distribution

Abhishek Kumar

Sigmetrics Performance Evaluation Review, 2004

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Internet MeasurementRouting protocolsEstimation TheorySampling methodsCase StudyFisher informationComputational EfficiencyRandom access memoryMatrix DecompositionSize DistributionDiscrete random variableTransport ProtocolsInternetElectrical And Electronic Engine...