Publication | Closed Access
Practical passive shared bottleneck detection using shape summary statistics
21
Citations
19
References
2014
Year
Unknown Venue
Cluster ComputingInternet Traffic AnalysisEngineeringNetwork AnalysisShape AnalysisDetection TechniqueSummary StatisticsData SciencePattern RecognitionNetwork CalculusNetwork PerformanceComputational GeometryBottleneck DetectionMachine VisionProfiling ToolData CommunicationComputer EngineeringComputer ScienceSignal ProcessingNetwork ScienceNatural SciencesPractical PassiveParallel ProgrammingNetwork Traffic Measurement
Practical shared bottleneck detection has proved to be a difficult problem. We present a novel passive approach using efficient estimates of time and frequency domain summary statistics. The approach is not CPU nor network intensive, and has numerous potential applications in the Internet. Simulations and tests over the Internet and 3G cellular network show its efficacy in grouping flows correctly.
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