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BGP Beacons, Network Tomography, and Bayesian Computation to Locate Route Flap Damping

Caitlin Gray, Clemens Mosig, Randy Bush, Cristel Pelsser, Matthew Roughan, Thomas C. Schmidt, Matthias Wählisch

202027 citationsDOIOpen Access PDF

Abstract

Pinpointing autonomous systems which deploy specific inter-domain techniques such as Route Flap Damping (RFD) or Route Origin Validation (ROV) remains a challenge today. Previous approaches to detect per-AS behavior often relied on heuristics derived from passive and active measurements. Those heuristics, however, often lacked accuracy or imposed tight restrictions on the measurement methods.

Topics & Concepts

HeuristicsBeaconComputationComputer scienceDomain (mathematical analysis)Network tomographyRemotely operated underwater vehicleArtificial intelligenceReal-time computingAlgorithmMobile robotMathematicsRobotInferenceOperating systemMathematical analysisSoftware System Performance and ReliabilityNetwork Traffic and Congestion ControlTraffic Prediction and Management Techniques