[R] How are you managing long-running preprocessing jobs at scale? Curious what's actually working

Reddit - Machine Learning 1 min read

About this article

We're a small ML team for a project and we keep running into the same wall: large preprocessing jobs (think 50–100GB datasets) running on a single machine take hours, and when something fails halfway through, it's painful. We've looked at Prefect, Temporal, and a few others — but they all feel like they require a full-time DevOps person to set up and maintain properly. And most of our team is focused on the models, not the infrastructure. Curious how other teams are handling this: - Are you d...

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Originally published on March 24, 2026. Curated by AI News.

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