Publications

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International Conferences
R. Bertran, González, M., Becerra, Y., Carrera, D., Beltran, V., Martorell, X., Torres, J., and Ayguadé, E., Accurate Energy Accounting for Shared Virtualized Environments using PMC-based Power Modeling Techniques. 11th ACM/IEEE International Conference on Grid Computing (Grid 2010), 2010.
J. Polo, Becerra, Y., Carrera, D., Torres, J., Ayguadé, E., and Steinder, M., Adaptive MapReduce Scheduling in Shared Environments, 14th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing. IEEE, Chicago, IL, United States, pp. 61–70, 2014.
C. Cugnasco, Hernandez, R., Becerra, Y., Torres, J., and Ayguadé, E., Aeneas: A Tool to Enable Applications to Effectively Use Non-Relational Databases, 2013 International Conference on Computational Science. Elsevier, Barcelona, Spain, pp. 2561–2564, 2013.
Y. Becerra, Carrera, D., and Ayguadé, E., Batch job profiling and adaptive profile enforcement for virtualized environments. 17th Euromicro International Conference on Parallel, Distributed, and Network-Based Processing (PDP2009), 2009.
C. Cugnasco, Becerra, Y., Torres, J., and Ayguadé, E., D8-tree: a de-normalized approach for multidimensionaldata analysis on key-value databases, ICDCN '16 Proceedings of the 17th International Conference on Distributed Computing and Networking . 2016.
J. Polo, Becerra, Y., Carrera, D., Torres, J., Ayguadé, E., Spreitzer, M., and Steinder, M., Enabling Distributed Key-Value Stores with Low Latency-Impact Snapshot Support, 12th IEEE International Symposium on Network Computing and Applications. Cambridge (MA), United States, pp. 65–72, 2013.
R. Hernandez, Cugnasco, C., Becerra, Y., Torres, J., and Ayguadé, E., Experiences of Using Cassandra for Molecular Dynamics Simulation, 2015 23rd Euromicro International Conference on Parallel, Distributed, and Network-Based Processing . pp. 288-295, 2015.
J. Polo, Carrera, D., Becerra, Y., Beltran, V., Torres, J., and Ayguadé, E., Performance Management of Accelerated MapReduce Workloads in Heterogeneous Clusters. 39th International Conference on Parallel Processing (ICPP2010), 2010.
J. Polo, Carrera, D., Becerra, Y., Torres, J., Ayguadé, E., Steinder, M., and Whalley, I., Performance-Driven Task Co-Scheduling for MapReduce Environments. 2010 EEE/IFIP Network Operations and Management Symposium (NOMS2010), 2010.
J. Polo, Castillo, C., Carrera, D., Becerra, Y., Whalley, I., Steinder, M., Torres, J., and Ayguadé, E., Resource-aware Adaptive Scheduling for MapReduce Clusters, ACM/IFIP/USENIX 12th International Middleware Conference (Middleware 2011). Lisboa, Portugal, 2011.
R. Tous, Gounaris, A., Tripiana, C., Torres, J., Girona, S., Ayguadé, E., Labarta, J., Becerra, Y., Carrera, D., and Valero, M., Spark Deployment and Performance Evaluation on the MareNostrum Supercomputer, Big Data (Big Data), 2015 IEEE International Conference on . IEEE, pp. 299-306, 2015.
Y. Becerra, Beltran, V., Carrera, D., González, M., Torres, J., and Ayguadé, E., Speeding Up Distributed MapReduce Applications Using Hardware Accelerators. 38th International Conference on Parallel Processing (ICPP), 2009.
R. Bertran, González, M., Becerra, Y., Carrera, D., Torres, J., and Ayguadé, E., Towards Accurate Accounting of Energy Consumption in Shared Virtualized Environments. Poster session. 1st Int?l Conf. on Energy-Efficient Computing and Networking (e-Energy 2010), 2010.
J. Polo, Becerra, Y., Carrera, D., Beltran, V., Torres, J., and Ayguadé, E., Towards Energy-Efficient Management of MapReduce Workloads. Poster session. 1st Int?l Conf. on Energy-Efficient Computing and Networking (e-Energy 2010), 2010.
Journal
R. Hernandez, Becerra, Y., Torres, J., and Ayguadé, E., Automatic Query Driven Data Modelling in Cassandra, Procedia Computer Science, vol. 51. pp. 2822-2826, 2015.
A. Hospital, Andrio, P., Cugnasco, C., Codo, L., Becerra, Y., Dans, P., Battistini, F., Torres, J., Goñi, R., Orozco, M., and Gelpí, J. Lluis, BIGNASim: A NoSQL database structure and analysis portal for nucleic acids simulation data Hospital, Nucleic Acids Research, vol. 44, no. 1. pp. D272-D278, 2016.
J. Polo, Becerra, Y., Carrera, D., Steinder, M., Whalley, I., Torres, J., and Ayguadé, E., Deadline-based MapReduce Workload Management, IEEE Transactions on Network and Service Management, vol. 10. pp. 231–244, 2013.
R. Bertran, Becerra, Y., Carrera, D., Beltran, V., González, M., Martorell, X., Navarro, N., Torres, J., and Ayguadé, E., Energy accounting for shared virtualized environments under DVFS using PMC-based power models, Future Generation Computer Systems, vol. 28, no. 2. pp. 457 - 468, 2011.
R. Bertran, Becerra, Y., Carrera, D., n, V. Ã. § B., González, M., Martorell, X., Navarro, N., Torres, J., and Ayguadé, E., Energy accounting for shared virtualized environments under DVFS using PMC-based power models, Future Generation Computer Systems, vol. 28. Elsevier, pp. 457 - 468, 2012.
Workshops
J. Torres, Ayguadé, E., Carrera, D., Guitart, J., Beltran, V., Becerra, Y., Badia, R. M., Labarta, J., and Valero, M., BSC contributions in Energy-aware Resource Management for Large Scale Distributed Systems, 1st Year Workshop of the COST Action IC0804 on Energy Efficiency in Large Scale Distributed Systems. pp. 76-79, 2010.