AWS Community Day Slovakia
AWS Community Day Slovakia
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OPS-01
Autonomous Cloud Economics: From FinOps Dashboards to Self-Driving Infrastructure on AWS
Room:
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00:00
Traditional FinOps tools show dashboards and cost reports but what if your infrastructure could optimize itself? In this session, I'll present an architecture for an autonomous FinOps system on AWS that combines user behavioral analysis, dynamic compute arbitrage between Lambda and Kubernetes, and predictive modeling using ML. I'll demonstrate the practical implementation of the Lazarus Protocol for safely eliminating zombie infrastructure, automatic switching between serverless and containers based on cost efficiency, and cost optimization for GenAI workloads including Amazon Bedrock prompt caching and intelligent model routing.
Roman Čerešňák 🇸🇰
AWS Solutions Architect @DevOpsGroup
