AI/ML Infra Meetup | Optimizing ML Data Access with Alluxio: Preprocessing, Pretraining, & Inference at Scale
March 6, 2025
In this talk, Bin Fan shares his insights on data access challenges in ML applications, with particular emphasis on how Alluxio's distributed caching helps bridge the gap between storage and compute in preprocessing, pretraining and inference.
In this talk, Bin Fan shares his insights on data access challenges in ML applications, with particular emphasis on how Alluxio's distributed caching helps bridge the gap between storage and compute in preprocessing, pretraining and inference.
Videos:
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Videos
AI/ML Infra Meetup | Bringing Data to GPUs Anywhere + Get Low-Latency on Object Store with Alluxio
In this talk, Bin Fan, VP of Technology at Alluxio, explores how to enable efficient data access across distributed GPU infrastructure, achieving low-latency performance for feature stores and RAG workloads.
November 13, 2025