Policy-based Compute Orchestration for AI/ML Workloads - Saurabh Garg & Dolis Sharma
Presenters Saurabh Garg Dolis Sharma Source KyvernoCon NA 2025 Taming the AI/ML Compute Beast: Policy-Driven Orchestration with Metaflow & Kiverno 🚀 The world of AI and Machine Learning is exploding, and with it, the demand for massive, often unpredictable, compute resources. For platform engineers, wrangling these intense, long-running workloads in complex Kubernetes environments can feel like herding cats. Misconfigurations, a common headache, get amplified when hundreds of developers and multiple teams are involved. But what if we could bring order to this chaos with a bit of smart policy enforcement? That’s exactly what the latest insights from a recent tech conference reveal, highlighting the powerful synergy between Metaflow for workflow management and Kiverno for policy enforcement. 💡 ...