~/talk

Measuring the Internet with Python

Talkat PyCon Greece 2025 · 2025-08-29..08-30· at 15:25· Auditorium "Miltiadis Evert"· [networking, python]
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Builds distributed traceroutes with under 30 lines of Python using Scapy, issues measurements from hundreds to thousands of global probes via RIPE Atlas (13,000+ probes available), then geolocates hops with mmdb readers and ipgeo2 (coarse, city-level only). Parses public BGP collectors with PyBGPKit and PyASN to map IP hops to ASes; a recent snapshot shows ~55,000 ASes and ~180,000 AS links. Code examples create tests, fetch JSON results, and successfully reproduce traceroute and AS-path outputs.

AI-written summary · about

  1. 0:00Introduction and speaker background
  2. 2:00Why measure the internet
  3. 3:31Internet path mapping basics
  4. 6:55Building traceroute with Scapy
  5. 9:30Geolocating internet paths
  6. 11:21Measuring from multiple vantage points
  7. 13:11RIPE Atlas Python integration
  8. 16:39Distributed traceroute results
  9. 16:59Autonomous systems overview
  10. 18:30How BGP routes internet traffic
  11. 20:45Measuring BGP with Python
  12. 22:41Mapping IPs to autonomous systems
  13. 23:26Querying open internet APIs
  14. 23:49Summary of tools and methods
  15. 24:33Call to action and conclusion
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