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Ray Actors, Catalog Trust Boundaries, and Pipeline Battle Scars
Ray actors, GPU execution, and the catalog boundary in a distributed multimodal pipeline.
Systems in Practice · Library
Concurrency, coordination, scaling, and the cost of failure.
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Ray actors, GPU execution, and the catalog boundary in a distributed multimodal pipeline.
Moving from single-machine ETL to distributed pipelines without losing correctness or control.
Why CPU-bound Python threads stall, and when processes are the better tool.
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