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Network Observability

Talkat Code BEAM America 2022 · 2022-11-03..11-04· [observability, networking]
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slides:none on file

Erlang-based InFlow collector parses sFlow and IPFIX via binary pattern matching, runs gen_udp receivers that hand work to parser workers, and handles template state by broadcasting IPFIX templates over a PG group. Flows route to Island shards using P_hash2 sharding into per-key edge tables, are aggregated per minute with sample aggregator hibernation to save memory, and publish via Hackney to Kafka. System processes about 800k datagrams/sec (~5M flows/sec) and emits ~3M aggregated messages/sec.

AI-written summary · about

  1. 0:0002:02 - Intro and Agenda
  2. 2:0307:15 - Intro to InFlow
  3. 7:1611:15 - Applications of Flow Data
  4. 11:1622:18 - InFlow Collector Architecture
  5. 22:1941:22 - InFlow Collector at Scale
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