22 citations · 34 across the 4 of their papers we have counts for
Showing 2015 · cs.LGShow all
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cs.LG2015★ 9 cited
ALOJA: A Framework for Benchmarking and Predictive Analytics in Big Data Deployments
Josep Ll. Berral, Nicolas Poggi, David Carrera +3
This article presents the ALOJA project and its analytics tools, which leverages machine learning to interpret Big Data benchmark performance data and tuning. ALOJA is part of a lo…
cs.LG2015★ 22 cited
ALOJA-ML: A Framework for Automating Characterization and Knowledge Discovery in Hadoop Deployments
Josep Ll. Berral, Nicolas Poggi, David Carrera +3
This article presents ALOJA-Machine Learning (ALOJA-ML) an extension to the ALOJA project that uses machine learning techniques to interpret Hadoop benchmark performance data and p…