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Keshi Dai

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The Challenges Managing a Kubernetes-Based Machine Learning InfrastructureKubeCon + CloudNativeCon North America 20222022-10-24
Panelists explain who uses their platforms, list the concrete stack and tradeoffs, and report operational numbers: on‑prem Bloomberg runs Spark, notebooks…
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Scaling Kubeflow for Multi-tenancy at SpotifyKubeCon + CloudNativeCon North America 20212021-10-11
Spotify runs Kubeflow Pipelines on GKE with a Python SDK and TFX, serving 60+ teams and ~600 users, logging 30,000 models and 100,000 pipeline hours (~300…
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Building and Managing a Centralized Kubeflow Platform at SpotifyKubeCon + CloudNativeCon North America 20192019-11-18
Spotify moves ML workflows into Kubernetes using Kubeflow and Kubeflow Pipelines, builds a centralized platform on GKE with Terraform modules driving GCP…
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