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Ted Chang

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titleconferencedate
Discover How to Create Your Own Metadata-Driven ML Platform from ScratchData on Kubernetes Day Europe 20242024-03-19
Metadata-driven ML platform implemented on Kubernetes combines Presto + Apache Iceberg for an open lakehouse and Kubeflow Pipelines for orchestration, plus…
Talk on
Integrating High Performance Feature Stores with KServe Model ServingOpen AI + Data Forum @ Open Source Summit North America 20222022-06-21
Integration shows Feast online store on Redis wired into KServe Model Mesh via a transformer that fetches live features with the go-based SDK and sends…
Talk on
Enhancing the Performance Testing Process for gRPC Model Inferencing at ScaleKubernetes AI Day Europe 20222022-05-16
Shows a Kubernetes setup using KServe + ModelMesh to host high-density gRPC inference, with ModelMesh paging models in and out of memory as an LRU cache and…
Talk on
Integrating Feast Online Feature Store with KFServingOpen Source Summit + Embedded Linux Conference + OSPOCon 20212021-09-27
Demo shows an end-to-end integration: Feast v0.12.1 runs with an S3 offline store and registry, a Redis online store, and a materialize cron job that moves…
Talk on
Improving the Usability of Remote CachingBazelCon 20182018-10-09
CI builds drop from 40–60 minutes to about 5 minutes after adding a remote cache; implemented working servers as a Docker NodeJS express + JSD (WebDAV) image…
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