~/talk

Building Self-Adaptive Autonomous Infrastructure

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Argues that web performance requires a closed feedback loop that collects real-time metrics, stores them in a scalable datastore, runs data‑science models and policy checks in a frontend processing engine, then emits signals to an orchestration layer that scales up or down automatically. Cites surprise failures — the 2012 Olympics ticket site falling over with tens of thousands of users and healthcare.gov collapsing under millions — to justify moving beyond manual DevOps to self‑adaptive autonomous infrastructure.

AI-written summary · about

  1. 0:00Intro
  2. 0:19SelfAdaptive Autonomous Infrastructure
  3. 0:51Web Performance
  4. 2:56What is SelfAdaptive Autonomous
  5. 3:24How SelfAdaptive Autonomous Works
  6. 4:17Conclusion
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