Big Data Frameworks

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Mostrando 11 - 17 resultados de 17

2016

ALOJA: A Benchmarking and Predictive Platform for Big Data Performance Analysis

Proceedings of the Sixth Workshop on Big Data Benchmarking (6th WBDB)

N. Poggi, J L. Berral, and D. Carrera
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

ALOJA: A systematic study of Hadoop deployment variables to enable automated characterization of cost-effectiveness

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