Machine learning in big data: A performance benchmarking study of Flink-ML and Spark MLlib

Machine learning (ML) in big data frameworks plays a critical role in real-time analytics, decision making, and predictive modeling. Among the most prominent ML libraries for large-scale data processing are Flink-ML, the machine learning extension of Apache Flink, and MLlib, the machine learning li...

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Bibliographic Details

Published in:	Applied Computer Science
Main Authors:	Messaoud MEZATI, Ines AOURIA
Format:	Article
Language:	English
Published:	Polish Association for Knowledge Promotion 2025-06-01
Subjects:	Machine Learning Apache Spark Apache Flink Flink-ML MLlib
Online Access:	https://ph.pollub.pl/index.php/acs/article/view/7297