2012 · 63 citations · 29 references
ComputingComputer ScienceComputer NetworksData AnalyticsPredictive AnalyticsCommunication NetworksNetwork Traffic AnalysisTraffic Flow AnalysisTraffic Flow ManagementTraffic Flow TheoryBusiness Intelligence SystemsMatrix CompletionNetwork Traffic ModelingStatistical Traffic AnalysisTraffic AnalysisTraffic ClassificationTraffic Monitoring
The ability of an ISP to infer traffic volumes that are not directly measurable can be useful for research, engineering, and business intelligence. Previous work has shown that traffic matrix completion is possible, but there is as yet no clear understanding of which ASes are likely to be able to perform TM completion, and which traffic flows can be inferred.
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Emmanuel J. Candès, Yaniv Plan · Proceedings of the IEEE · 2010 · 1.7K citations · Full text
Diagnosing network-wide traffic anomalies
Anukool Lakhina, Mark Crovella, Christophe Diot · 2004 · 1K citations · Full text