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Saurabh Garg

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Policy-based Compute Orchestration for AI/ML WorkloadsKyvernoCon NA 20252025-11-10
Shows a working pattern that glues Metaflow job submission to policy-driven placement with Kyverno + Metaflow, using an external configmap-driven routing…
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Optimizing AI/ML WorkloadsPyData Seattle 20252025-11-07
Claims a concrete, deployed system: Metaflow for transparent usage reporting and cost attribution that instruments Kubernetes/Argo runs, captures node labels…
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Navigating Cloud Expenses in Data & AI: Strategies for Scientists and EngineersPyData Global 20242024-12-03
Shows how Metaflow and the Out‑of‑bounds managed platform attach costs to individual flows, report resource use per step, and let teams right‑size requests to…
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Breaking the 1.5MB Barrier: Running Large Metaflow Flows with Argo for AI/ML Workloa...ArgoCon NA 20242024-11-12
Metaflow flows convert to Argo workflows on EKS but hit the etcd 1.5MB limit when node status grows, causing runtime "request entity too large" failures after…
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