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Presentation: From S3 to GPU in One Copy: Rethinking Data Loading for ML Training

Onur Satici explains how Vortex, an open-source columnar file format under the Linux Foundation, revolutionizes high-throughput data loading. He det…

Architecture Columnar Databases Data Lake GPU Machine Learning S3 Streaming Transcripts QCon London 2026 Data Pipelines CUDA Rust Performance AI, ML & Data Engineering Architecture & Design Development presentation