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2016

Database Integrated Analytics using R: Initial Experiences with SQL-Server + R

Proceedings of the 2016 IEEE 16th International Conference on Data Mining Workshops

J L. Berral, and N. Poggi
The state of SQL-on-Hadoop in the Cloud

Proceedings of the IEEE International Conference on Big Data (IEEE BigData 2016)

N. Poggi, J L. Berral, T. Fenech, D. Carrera, J. Blakeley, U. Farooq Minhas, and N. Vujic

2015

From Performance Profiling to Predictive Analytics while Evaluating Hadoop Cost-Efficiency in ALOJA

Proceeding of the 2015 IEEE International Conference on Big Data

N. Poggi, J L. Berral, D. Carrera, A. Call, F. Gagliardi, R. Reinauer, N. Vujic, D. Green, and J. Blakeley
ALOJA-ML: A Framework for Automating Characterization and Knowledge Discovery in Hadoop Deployments

Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining

J L. Berral, N. Poggi, D. Carrera, A. Call, R. Reinauer, and D. Green
ALOJA: A Framework for Benchmarking and Predictive Analytics in Big Data Deployments

IEEE Transactions on Emerging Topics in Computing

J L. Berral, N. Poggi, D. Carrera, A. Call, R. Reinauer, and D. Green

2014

Building Green Cloud Services at Low Cost

34th International Conference on Distributed Computing Systems (ICDCS 2014)

J L. Berral, Í. Goiri, R. Gavaldà, R. Bianchini, and J. Torres

2013

Power-aware Multi-DataCenter Management usingMachine Learning

2nd International Workshop on Power-aware Algorithms, Systems, and Architectures

J L. Berral, R. Gavaldà, and J. Torres
Empowering Automatic Data-center Management with Machine Learning

The 28th ACM Symposium on Applied Computing

J L. Berral, R. Gavaldà, and J. Torres
Cross-Stratum Orchestration and Flexgrid Optical Networks for Data Center Federations

IEEE Network

L. Velasco, A. Asensio, A. Castro, J L. Berral, D. Carrera, V. Lopez, and J P. Fernandez-Palacios

2012

Toward Energy-aware Scheduling using Machine Learning

Energy Efficient Distributed Computing Systems

J L. Berral, Í. Goiri, R. Nou, F. Julià, O. Fitó, J. Guitart, R. Gavaldà, and J. Torres

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