# Benchmarking Data Flow Systems for Scalable Machine Learning

> Research article (Proceedings of the 4th ACM SIGMOD Workshop on Algorithms and Systems for MapReduce and Beyond, 2017) · cited 23× · AI/ML

**Wikidata**: [openalex:W2613873989](https://www.wikidata.org/wiki/openalex:W2613873989)  
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