Multi-tenant Data Processing with Ray - Building Industrial AI Platforms
Watch a 14-minute conference talk from Ray Summit 2024 exploring Phaidra's innovative implementation of a multi-tenant data processing platform built on Ray for Reinforcement Learning agents. Learn how Brandon Hernandez and Jerry Luo developed an architecture that powers data ingestion, transformation, and feature processing operations for industrial and data center optimization with AI-driven controls. Discover their solutions to multi-tenancy challenges including isolation and resource utilization, while gaining practical insights into accelerating customer onboarding and streamlining model deployment in production environments. Gain valuable knowledge applicable to scaling AI workloads while maintaining optimal performance and security in multi-tenant systems.