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ALOJA-ML: A Framework for Automating Characterization and Knowledge Discovery in Hadoop Deployments
Hadoop presents a complex execution environment, where costs and performance depends on a large number of software (SW) configurations and on multiple hardware (HW) deployment choices.
ALOJA: A Framework for Benchmarking and Predictive Analytics in Big Data Deployments
This article presents the ALOJA project and its analytics tools, which leverages machine learning to interpret Big Data benchmark performance data and tuning.
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