Copyright Warning: It is understood that the following electronic versions of the papers are non-commercial distributions available to ensure the timely dissemination of their content. Copyrights for each published paper are held by the respective publishing organization.

Iñigo Goiri, Josep Ll. Berral, J.Oriol Fitó, Ferran Julià, Ramon Nou, Jordi Guitart, Ricard Gavaldà, Jordi Torres, “Energy-efficient and multifaceted resource management for profit-driven virtualized data centers” Future Generation Computer Systems.5 - 28,pp. 718-731.05/2012 .ISSN XXXX-XXXX

Nicolas Poggi, Toni Moreno, Josep Lluis Berral, Ricard Gavaldà, Jordi Torres, “Self-Adaptive Utility-Based Web Session Management.” Computer Networks.53 - 10,pp. 1712 - 1721.07/2009 .ISSN 1389-1286 PDF

Nicolas Poggi, Toni Moreno, Josep Ll. Berral, Ricard Gavaldà and Jordi Torres, “Web Customer Modeling for Automated Session Prioritization on High Traffic Sites.” Lecture notes in computer science.4511,pp. 450-454.06/2007 .ISSN 0302-9743 PDF

Josep Ll. Berral, Ricard Gavaldà, Jordi Torres. “Adaptive Scheduling on Power-Aware Managed Data-Centers using Machine Learning”. The IEEE International Conference on GRID Computing (GRID 2011), Lyon, France, September 22-23 2011. PDF, PPT

Iñigo Goiri, J. Oriol Fitó, Ferran Julià, Ramón Nou, Josep Ll. Berral, Jordi Guitart, and Jordi Torres. “Multifaceted Resource Management for Dealing with Heterogeneous Workloads in Virtualized Data Centers ”. The 11th ACM/IEEE International Conference on Grid Computing (Grid 2010), Brussels, Belgium, October 25-29, 2010.

Iñigo Goiri, Ferran Julià , Ramón Nou, Josep Ll. Berral, Jordi Guitart and Jordi Torres. “Energy-aware Scheduling in Virtualized Datacenters”. IEEE International Conference on Cluster Computing (Cluster 2010), Heraclion (Creta), Greece, September 20 - 24, 2010.

Javier Alonso, Josep Ll. Berral, Ricard Gavaldà and Jordi Torres. “Adaptive on-line software aging prediction based on Machine Learning”. The 40th Annual IEEE/IFIP International Conference on Dependable Systems and Networks (DSN 2010), Chicago (IL), USA, June 28 - July 1, 2010.

Javier Alonso, Josep Ll. Berral, Ricard Gavaldà, Jordi Torres. “J2EE Instrumentation for software aging root cause application component determination with AspectJ”. 15th IEEE Workshop on Dependable Parallel, Distributed and Network-Centric Systems (DPDNS) 2010, Atlanta (GA), USA, April 19-23 2010. PDF, PPT

Josep Ll. Berral, Iñigo Goiri, Ramon Nou, Ferran Julià, Jordi Guitart, Ricard Gavaldà, Jordi Torres. “Towards energy-aware scheduling in data centers using machine learning”. 1st ACM/SIGCOM Intl. Conf. on Energy-Efficient Computing and Networking (eEnergy) 2010, Passau, Germany, April 13-15 2010. PDF, PPT

Josep L. Berral, Nicolas Poggi, Javier Alonso, Ricard Gavaldà, Jordi Torres, Manish Parashar. “Adaptive Distributed Mechanism Against Flooding Network Attacks Based on Machine Learning.” ACM Workshop on Artificial Intelligence on Security 2008, Alexandria (VA), USA, October 27th 2008. PDF, PPT

Jordi Torres, David Carrera, Vicenç Beltran, Nicolas Poggi, Josep Ll. Berral, Ricard Gavaldà, Eduard Ayguadé, Toni Moreno, Jordi Guitar, “Tailoring resources: Energy efficient consolidation strategy goes beyond virtualization.” ICAC 2008; The International Conference on Autonomic Computing, Chicago (IL), USA, 2 to 6 of July, 2008, IEEE International Conference on Autonomic Computing

Nicolas Poggi, Josep Ll. Berral, Toni Moreno, Ricard Gavaldà, Jordi Torres, “Automatic Detection and Banning of Content Stealing Bots for E-commerce.” NIPS 2007 Workshop on Machine Learning in Adversarial Environments for Computer Security, British Columbia, Canada, December the 8th, 2007, The Neural Information Processing Systems (NIPS) Foundation (Proceedings of the NIPS Machine Learning in Adversarial Environments for Computer Security 2007). PDF

Toni Moreno, Nicolas Poggi, Josep Ll. Berral, Ricard Gavaldà and Jordi Torres, “Policy-based autonomous bidding for overload management in eCommerce websites.” Group Decision and Negotiation Meeting - GDN Section of INFORMS, Montreal, Canada, 14-1 of May, 2007, Group Decision and Negotiation, INFORMS (Proceedings of the Group Decision and Negotiation 2007, pages 162-166). PDF

Nicolas Poggi, Toni Moreno, Josep Ll. Berral, Ricard Gavaldà and Jordi Torres, “Web Customer Modeling for Automated Session Prioritization on High Traffic Sites.” 11th International Conference on User Modeling, Corfu, Grece, 25-29 of June, 2007. User Modeling Inc. (Lecture Notes in Computer Science, Volumen 4511 páginas 450-454, Springer). PDF

Josep L. Berral, Javier Alonso, Nicolas Poggi, Ricard Gavaldà, Manish Parashar, Jordi Torres, “Distributed Learning Mechanism Against Flooding Network Attacks.” XIX Jornadas de Paralelismo, Castelló, Spain, 17-19 of September, 2008. PDF

Josep Ll. Berral, Ricard Gavaldà, Jordi Torres. “Adaptive Scheduling on Power-Aware Managed Data-Centers using Machine Learning” Extended Version (Research Report number: UPC-LSI-11-7-R), July 2011. LINK

Josep Ll. Berral, Ricard Gavaldà, Jordi Torres. “'Living In Barcelona' Li-BCN Workload 2010” Research Report number: UPC-LSI-11-1-T, January 2011. LINK

Josep Ll. Berral, Ricard Gavaldà, Jordi Torres. “An Integer Linear Programming Representation for DataCenter Power-Aware Management” Research Report number: UPC-LSI-10-21-R, November 2010. LINK

Ferran Julià, Jordi Roldan, Ramon Nou, Oriol Fitó, Alex Vaqué, Iñigo Goiri, Josep Ll. Berral. “EEFSim: Energy Efficency Simulator” Research Report number: UPC-DAC-RR-CAP-2010-15, June 2010. PDF

Josep L. Berral, Nicolas Poggi, Javier Alonso, Ricard Gavaldà, Jordi Torres, Manish Parashar. “Distributed Framwork Against Flooding Attacks Based on Machine Learning.” Institute on Architectural issues: scalability, dependability, adaptability, Technical Report, CoreGRID - Network of Excellence, 2008.

Nicolas Poggi, Toni Moreno, Josep Lluis Berral, Ricard Gavaldà i Jordi Torres. “Self-Adaptive Revenue-BasedWeb Session Management.” High Performance Computing Group, Technical Report, UPC, 2007. PDF

Nicolas Poggi, Toni Moreno, Josep Lluis Berral, Ricard Gavaldà i Jordi Torres. “Web customer modeling for automated session prioritization on high traffic sites.” High Performance Computing Group, Technical Report, UPC, 2006. PDF

J. Ll. Berral. “Adaption and Learning on Data-Centers and Cloud Systems”. UPC - European Master in Distributed Computing. Barcelona, Spain, May 13, 2011. PDF

J. Guitart, I. Goiri, F. Julià, M. Macías, D. Carrera, Y. Becerra, V. Beltran, J. Polo, D. de Nadal, U. Kiran, J.O. Fitó, G. Reig, R. Badia, J. Ejarque, E. Ayguadé, J. Alonso, J.L. Berral, R. Gavaldà, N. Poggi, and J. Torres. “EMOTIVE CLOUD: The BSC Engine for Cloud Solutions”. 6th IEEE International Conference on Autonomic Computing (ICAC 2009). Barcelona, Spain, June 15-19, 2009.

Josep L. Berral. “Self-Adaptation and Learning on the Cloud: Since the Grid until Now.”. In: J. Torres, I. Goiri, M. Macias (Eds.), "Execution Environments for Distributed Computation Issues", Chapter 5, Pages 117-135. Lulu.com publisher, 2008. ISBN: 978-1-4092-1787-9.

Josep Lluís Berral García. “Distributed Framework Against Flooding Attacks Based on Machine Learning” (M.Sc. Comp. Architecture) July 8th, 2008

Josep Lluís Berral García. “Sistema d'Admissió de Clients Autoadaptatiu en un entorn Web” (M.Sc. Informatics) June 27th, 2007