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]

@inproceedings{CassalesGBPS20,
  title = {Improving parallel performance of ensemble learners for streaming data through data locality with mini-batching},
  author = {Guilherme Weigert Cassales and Heitor Murilo Gomes and Albert Bifet and Bernhard Pfahringer and Hermes Senger},
  year = {2020},
  doi = {10.1109/HPCC-SmartCity-DSS50907.2020.00018},
  url = {https://doi.org/10.1109/HPCC-SmartCity-DSS50907.2020.00018},
  researchr = {https://researchr.org/publication/CassalesGBPS20},
  cites = {0},
  citedby = {0},
  pages = {138-146},
  booktitle = {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},
  publisher = {IEEE},
  isbn = {978-1-7281-7649-9},
}