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Day 3 – April 24, 2026
Solution Talks
SOL318 • App Dev, Compute • Advanced Technical
SRE at 5 bi-events: Predictive ops with BigQuery, Vertex AI & Gemini
location_on Solution Talks 2 - Palm F
schedule 12:30 PM - 1:15 PM
How do you guarantee 2-second P99 latency across 5 billion daily events? Reactive alerting cannot keep up. This session unveils a GitOps-driven SRE framework built on Cloud Monitoring and BigQuery. We will demonstrate a live evolution of this architecture, moving beyond static dashboards to Predictive Operations. Watch as we combine BigQuery ML for SLO forecasting with Vertex AI to orchestrate Gemini for generative Root Cause Analysis. Attendees leave with a deployable blueprint and a hands-on lab to build their own AI-powered SRE Assistant. Read more
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