~/talk

Transforming DevOps at Fidelity Investments with intelligent insights

Talkat AWS Machine Learning Summit 2021 · on Wednesday, 2021-06-02· [machine-learning]
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Fidelity uses Amazon DevOps Guru to auto-ingest CloudWatch, CloudTrail, AWS Config and X-Ray data, run ~15 pretrained ML detectors that calibrate over 14 days, group related anomalies into single insights, and surface remediation steps while reducing alert noise by packaging correlated alarms. The service supports ~30 AWS resource types, integrates with OpsCenter and SNS, and offers a free trial (7200 resource hours free, first 10,000 API calls free). Fidelity pilots across multi-account scale (12,000 developers, ~1000 accounts) aiming for mean time to resolve under five minutes.

AI-written summary · about

  1. 0:00Introduction and overview
  2. 1:08CloudOps challenges today
  3. 9:08How DevOps Guru helps
  4. 13:31Fidelity’s cloud journey
  5. 22:03Getting started with DevOps Guru
  6. 29:38Q&A and summary
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