Josep Lluís Berral
Josep Lluís Berral
Universitat Politècnica de Catalunya - Barcelona Supercomputing Center
Verified email at - Homepage
Cited by
Cited by
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
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
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
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
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
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
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
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
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
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
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, 2014
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
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
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
Self-adaptive utility-based web session management
N Poggi, T Moreno, JL Berral, R Gavalda, J Torres
Computer Networks 53 (10), 1712-1721, 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
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
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
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
Elastic operations in federated datacenters for performance and cost optimization
L Velasco, A Asensio, JL Berral, E Bonetto, F Musumeci, V López
Computer communications 50, 142-151, 2014
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