TCH MDA AI SCI AY Ayub Abuzer Move the Compute, Not the Data: Three Principles for Scaling Data Pipelines How compute pushdown, streaming, and parallel I/O take a pipeline from a 1 GB ceiling to 77 GB transfers, 5× faster and with 90% less CPU.