~/talk

Improve application availability w ML-powered insights using Amazon DevOps Guru

Talkat AWS re:Invent 2020 · 2020-11-30..12-18· [machine-learning, observability]
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slides:none on file

Amazon DevOps Guru is an ML-powered, fully managed service that automatically pulls CloudWatch, Config, CloudTrail and X‑Ray data, auto-calibrates thresholds, groups related anomalies into actionable Insights, and gives specific remediation steps plus integrations to Systems Manager Ops Center, SNS, PagerDuty and Opsgenie. Internal tests show it captures 80% of operational issues out of the box and reduces resolution time for >70% of incidents, sometimes surfacing problems hours or days in advance. Pricing is per active resource hour (examples ~ $2–$3/month/resource) with a free 3‑month trial.

AI-written summary · about

  1. 0:00Introduction to DevOps Guru
  2. 5:12Key cloud challenges
  3. 7:50How DevOps Guru works
  4. 11:22Console walkthrough
  5. 13:09Insight details explained
  6. 18:12Ops Center integration
  7. 19:16Proactive Insights
  8. 20:44Pricing and supported resources
  9. 23:33Cost and customer benefits
  10. 25:44Conclusion and trial offer
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