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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
servIoTicy and iServe: A Scalable Platform for Mining the IoT

Proceedings of the 6th International Conference on Ambient Systems, Networks and Technologies (ANT-2015), the 5th International Conference on Sustainable Energy Information Technology (SEIT-2015)

Á. Villalba, J. Luis Pérez, D. Carrera, C. Pedrinaci, and L. Panziera
Unsupervised Learning of Dynamic Resource Provisioning Policies for Cloud-Hosted Multitier Web Applications

IEEE Systems Journal

W. Iqbal, M. N. Dailey, and D. Carrera
Spark Deployment and Performance Evaluation on the MareNostrum Supercomputer

Big Data (Big Data), 2015 IEEE International Conference on

R. Tous, A. Gounaris, C. Tripiana, J. Torres, S. Girona, E. Ayguade, J. Labarta, Y. Becerra, D. Carrera, and M. Valero
Performance Evaluation of Microservices Architectures using Containers

14th IEEE International Symposium on Network Computing and Applications (IEEE NCA15)

M. Amaral, J. Polo, D. Carrera, I. Mohomed, and M. Unuvar

2014

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

2014 IEEE International Conference on Big Data (Big Data)

N. Poggi, D. Carrera, A. Call, S. Mendoza, Y. Becerra, J. Torres, E. Ayguade, F. Gagliardi, J. Labarta, R. Reinauer, N. Vujic, D. Green, and J. Blakeley
Profit-Aware Cloud Resource Provisioner for Ecommerce

2014 IEEE International Conference on Cluster Computing

N. Poggi, D. Carrera, E. Ayguade, and J. Torres
Adaptive MapReduce Scheduling in Shared Environments

14th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing

J. Polo, Y. Becerra, D. Carrera, J. Torres, E. Ayguade, and M. Steinder

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