| Towards energy-aware scheduling in data centers using machine learning JL Berral, Í Goiri, R Nou, F Julià, J Guitart, R Gavaldà, J Torres Proceedings of the 1st International Conference on energy-Efficient …, 2010 | 367 | 2010 |
| Energy-aware scheduling in virtualized datacenters I Goiri, F Julia, R Nou, JL Berral, J Guitart, J Torres 2010 IEEE International Conference on Cluster Computing, 58-67, 2010 | 153 | 2010 |
| Adaptive on-line software aging prediction based on machine learning J Alonso, J Torres, JL Berral, R Gavalda 2010 IEEE/IFIP International Conference on Dependable Systems & Networks …, 2010 | 112 | 2010 |
| Energy-efficient and multifaceted resource management for profit-driven virtualized data centers Í Goiri, JL Berral, JO Fitó, F Julià, R Nou, J Guitart, R Gavaldà, J Torres Future Generation Computer Systems 28 (5), 718-731, 2012 | 109 | 2012 |
| Adaptive scheduling on power-aware managed data-centers using machine learning JL Berral, R Gavalda, J Torres 2011 IEEE/ACM 12th International Conference on Grid Computing, 66-73, 2011 | 88 | 2011 |
| Adaptive prediction models for data center resources utilization estimation W Iqbal, JL Berral, A Erradi, D Carrera IEEE Transactions on Network and Service Management 16 (4), 1681-1693, 2019 | 79 | 2019 |
| Building green cloud services at low cost JL Berral, Í Goiri, TD Nguyen, R Gavalda, J Torres, R Bianchini 2014 IEEE 34th International Conference on Distributed Computing Systems …, 2014 | 69 | 2014 |
| Burst-aware predictive autoscaling for containerized microservices M Abdullah, W Iqbal, JL Berral, J Polo, D Carrera IEEE Transactions on Services Computing 15 (3), 1448-1460, 2020 | 67 | 2020 |
| Adaptive sliding windows for improved estimation of data center resource utilization W Iqbal, JL Berral, D Carrera Future Generation Computer Systems 104, 212-224, 2020 | 65 | 2020 |
| Adaptive distributed mechanism against flooding network attacks based on machine learning JL Berral, N Poggi, J Alonso, R Gavalda, J Torres, M Parashar Proceedings of the 1st ACM workshop on Workshop on AISec, 43-50, 2008 | 63 | 2008 |
| Web customer modeling for automated session prioritization on high traffic sites N Poggi, T Moreno, JL Berral, R Gavalda, J Torres User Modeling 2007: 11th International Conference, UM 2007, Corfu, Greece …, 2007 | 58 | 2007 |
| Towards a carrier SDN: An example for elastic inter-datacenter connectivity L Velasco, A Asensio, JL Berral, A Castro, V López Optics express 22 (1), 55-61, 2013 | 56 | 2013 |
| A quick view on current techniques and machine learning algorithms for big data analytics JL Berral-García 2016 18th international conference on transparent optical networks (ICTON), 1-4, 2016 | 54 | 2016 |
| A resilient and distributed near real-time traffic forecasting application for Fog computing environments JL Pérez, A Gutierrez-Torre, JL Berral, D Carrera Future Generation Computer Systems 87, 198-212, 2018 | 52 | 2018 |
| Self-adaptive utility-based web session management N Poggi, T Moreno, JL Berral, R Gavalda, J Torres Computer Networks 53 (10), 1712-1721, 2009 | 49 | 2009 |
| Cross-stratum orchestration and flexgrid optical networks for data center federations L Velasco, A Asensio, A Castro, JL Berral, D Carrera, V López, ... IEEE network 27 (6), 23-30, 2013 | 39 | 2013 |
| Power-aware multi-data center management using machine learning JL Berral, R Gavalda, J Torres 2013 42nd International Conference on Parallel Processing, 858-867, 2013 | 36 | 2013 |
| Automatic detection and banning of content stealing bots for e-commerce N Poggi, JL Berral, T Moreno, R Gavalda, J Torres NIPS 2007 workshop on machine learning in adversarial environments for …, 2007 | 34 | 2007 |
| You only run once: spark auto-tuning from a single run DB Prats, FA Portella, CHA Costa, JL Berral IEEE Transactions on Network and Service Management 17 (4), 2039-2051, 2020 | 30 | 2020 |
| Aloja-ml: A framework for automating characterization and knowledge discovery in hadoop deployments JL Berral, N Poggi, D Carrera, A Call, R Reinauer, D Green Proceedings of the 21th ACM SIGKDD International Conference on Knowledge …, 2015 | 29 | 2015 |
Íñigo GoiriResearch Software Developer, Azure Systems ResearchEmail verificata su microsoft.com
