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Vortex, an open-source columnar file format under the Linux Foundation, streams S3 data directly to GPUs at up to 60 Gbps. Cascading lightweight encodings, layout-based segment pruning, and zero-copy memory pipelines eliminate CPU/NVMe bottlenecks without upfront reprocessing. Onur Satici of SpiralDB detailed the technology at QCon London.
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