David Carrera Perez

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