~/talk

The Future of Cloud Native and AI

Talkat Microsoft Build 2024 · 2024-05-21..05-23· [kubernetes, large-language-models]
slides:none on file

Kubernetes at ten focuses on making AI on Kubernetes practical: demos show AKS Automatic and an open-source operator called Kaido that provisions GPUs, installs drivers, creates Kaido resources and a load‑balanced service via Helm, then swaps calls from Azure OpenAI to a local model. Azure Copilot provides conversational cluster ops (ask to enable autoscaling, cost suggestions). Use cases: local unit testing, data‑residency, fine‑tuning and RAG, hybrid deploys across cloud, on‑prem and CI.

AI-written summary · about

  1. 0:00Evolution of Kubernetes
  2. 1:07Simplifying cloud adoption
  3. 2:20AI-assisted operations
  4. 3:43Introducing Project Kaido
  5. 4:53Kaido demo in action
  6. 7:06Hybrid AI model strategies
  7. 9:26The future of infrastructure
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