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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| Principais autores: | , |
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| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
Polish Association for Knowledge Promotion
2025-06-01
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| coleção: | Applied Computer Science |
| Assuntos: | |
| Acesso em linha: | https://ph.pollub.pl/index.php/acs/article/view/7297 |
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