A streaming correlator handling over 2M EPS
summary
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
chapters (7)
- 0:00Introduction
- 1:30Old system problems
- 10:27What is Flink
- 17:30First correlator version
- 24:51Current architecture
- 30:08Results and issues
- 38:54Q&A
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