~/talks

Madhuri Yechuri

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who talks about the same things

titleconferencedate
Federated llm-d: Elevating Distributed Inference Beyond Clus...Cloud Native AI + Kubeflow Day 20262026-03-23
Federated llm-d stretches LLMD across clusters using Cilium Cluster Mesh for cross‑cluster networking, Nova as the multi‑cluster orchestrator, body‑based…
Talk on
Panel: AI Infra Best Practices: Enterprise Do’s and Don’tsCloud Native + Kubernetes AI Day North America 20252025-11-10
Kubernetes hosts separate clusters for batch, training, and inference at Uber, with Ray for training and Nvidia Triton for serving; GPU capacity remains scarce…
Panel on
Cloud Native AI Year in ReviewKCD SF Bay Area 20252025-09-09
Survey of CNCF work identifies papers on agentic standards and security best practices, flags pervasive AI-washing across thousands of repos, and tracks…
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Is Your OSS Project Ready to Spin off Into a Company?Cloud Native StartupFest 20242024-03-19
Open source project becomes company when clear, repeatable business problems attract paying customers rather than just GitHub stars — example: 300 stars in two…
Talk on
Nodeless Knative: Just-in-Time All the WayKnativeCon North America 20222022-10-24
Shows a working nodeless stack that provisions real kubelet worker nodes on demand (demo uses Luna on EKS and kind clusters), schedules pods only after a node…
Talk on
Kubernetes for Mac: How to Consume Shiny AWS Mac Shapes for iOS BuildsKubeCon + CloudNativeCon Europe 20222022-05-16
Evaluates running iOS builds on AWS mac1.metal by comparing manual EC2 orchestration to Kubernetes-managed fleets, using Flare.build for Bazel remote execution…
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Ray on Public-Cloud k8s - experiments, lessons & best practicesCloud Native Rejekts NA 20212021-10-09
Runs Ray + Ludwig Tune hyperparameter search across 12 tabular datasets with up to 300 epochs per job and some single runs equivalent to 30 days of compute…
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Talk Deep DiveCloud Native Rejekts NA 20212021-10-09
Compares traditional cluster autoscaler to a policy-aware nodeless controller that chooses spot/preemptable VMs or Fargate based on app SLOs, and runs as an…
Talk on
Elastic cloud bursting with Virtual Kubelet and KIPVirtual Rejekts 20202020-04-01
KIP (Kubernetes Cloud Instance Provider) plus virtual kubelet lets a single Kubernetes control plane burst pods to other clouds by creating just‑in‑time…
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