Improving parallel performance of ensemble learners for streaming data through data locality with mini-batching

Guilherme Weigert Cassales, Heitor Murilo Gomes, Albert Bifet, Bernhard Pfahringer, Hermes Senger. Improving parallel performance of ensemble learners for streaming data through data locality with mini-batching. In 22nd IEEE International Conference on High Performance Computing and Communications; 18th IEEE International Conference on Smart City; 6th IEEE International Conference on Data Science and Systems, HPCC/SmartCity/DSS 2020, Yanuca Island, Cuvu, Fiji, December 14-16, 2020. pages 138-146, IEEE, 2020. [doi]

Abstract

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