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A streaming correlator handling over 2M EPS

TalkinRussianat Saint HighLoad++ 2025 · 2025-06-23..06-24· [security, data-engineering]
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Describes a streaming correlator built to process over 2 million events per second (EPS) for modern Security Operation Centers handling hundreds of systems and tens of gigabytes per second. Covers scalability challenges of SIEMs in BigTech-scale environments and presents a high-throughput, horizontally scalable streaming approach to correlate and process massive security event streams.

AI-written summary · about

  1. 0:00Introduction
  2. 1:30Old system problems
  3. 10:27What is Flink
  4. 17:30First correlator version
  5. 24:51Current architecture
  6. 30:08Results and issues
  7. 38:54Q&A
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