22 citations · 35 across the 3 of their papers we have counts for
3 papers
Characterizing BigBench queries, Hive, and Spark in multi-cloud environments
Nicolas Poggi, Alejandro Montero, David Carrera
BigBench is the new standard (TPCx-BB) for benchmarking and testing Big Data systems. The TPCx-BB specification describes several business use cases -- queries -- which require a b…
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…
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…