Platform Alchemy - Transforming Kubernetes Into Generative AI Gold
CNCF [Cloud Native Computing Foundation] via YouTube
Overview
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Explore this keynote presentation that demonstrates how to transform existing Kubernetes platforms into comprehensive Generative AI solutions. Learn from Bloomberg and Diagrid platform engineers as they guide you through the practical process of adding GenAI capabilities to your current infrastructure. Discover the essential base elements required for deploying LLM inference on Kubernetes, then progress through building an MVP stage that incorporates enterprise AI components including AI Gateway integration, shared interfaces via Dapr, and KServe-based deployment strategies. Master advanced implementation techniques such as intelligent load balancing for LLMs, observability patterns, and cost optimization strategies. Gain insights from real-world enterprise GenAI platform engineering experiences and understand how complete GenAI platforms differ from traditional application-focused platforms, equipping you with practical knowledge to transform your platform into a powerful foundation for AI innovation.
Syllabus
Keynote: Platform Alchemy: Transforming Kubernetes I... Alexa Griffith & Mauricio "Salaboy" Salatino
Taught by
CNCF [Cloud Native Computing Foundation]