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2019

Benchmarking Elastic Cloud Big Data Services Under SLA Constraints

TPCTC 2019: Performance Evaluation and Benchmarking for the Era of Cloud(s)

N. Poggi, V. Cuevas, D. Carrera, J L. Berral, T. Fenech, G. Gomez, D. Brini, A. Montero, U. Farooq, J. A. Blakeley, D. Kossmann, R. Ramakrishnan, and C. Szypersky

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

Big Data Benchmark Compendium

Performance Evaluation and Benchmarking: Traditional to Big Data to Internet of Things - 7th TPC Technology Conference, TPCTC 2015

T. Ivanov, T. Rabl, M. Poess, A. Queralt, J. Poelman, N. Poggi, and J. Buell
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

Profit-Aware Web Infrastructure Management

N. Poggi
Profit-Aware Cloud Resource Provisioner for Ecommerce

2014 IEEE International Conference on Cluster Computing

N. Poggi, D. Carrera, E. Ayguade, and J. Torres

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