Outline Data Collection and Analysis Heuristics Findings Location: Some links experience many path failures, but many experience some failures. Duration: 30% of failures last longer than 5 minutes. Correlation: BGP relates to path failures in complex ways. BGP follows failures (convergence) BGP doesn't reflect all failures (aggregation) BGP precedes failures (protocol causing failures) Conclusions