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asynchronous parallelism 1bayesian optimization 1hyperparameter optimization 1R programming 1shared-state coordination 1

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20242026
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cs.DC2026

rush: Scalable Asynchronous Distributed Computing via Shared State in R

Marc Becker, Bernd Bischl

The paper introduces rush, an R package that enables asynchronous, shared‑state parallel computing using Redis, allowing workers to coordinate without a central controller, and dem…