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AAsclepius: Monitoring, Diagnosing, and Detouring at the Internet Peering Edge

Talkat USENIX ATC '23 · 2023-07-10..07-12· [networking, observability]
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name:Tong Yang
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AAsclepius automates detection, localization, direction identification, and detouring of middle faults at the peering edge for Huawei Cloud. It probes representative IPs (representative IP per /24) and reports ASes with sustained loss (>3 minutes), classifies faults with a decision tree, uses PathDebugging by probing alternate POP-to-POP paths over a private backbone to tell outbound vs inbound, and programs BGP to detour outbound traffic. Deployed for ~2–3 years, it diagnoses thousands of faults, circumvents >200 middle faults, and typically restores loss within ~8 minutes, with detours reducing packet loss by up to 7% on average.

AI-written summary · about

  1. 0:00AAsclepius overview and peering issues
  2. 1:08Reducing packet loss rate
  3. 2:55Network fault classification
  4. 5:03Automated fault detection and detouring
  5. 6:27Monitor subsystem: Active probing
  6. 9:22Diagnosing subsystem: Fault localization
  7. 14:22Detouring strategies
  8. 16:35Performance evaluation
  9. 19:48Conclusion
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