| 44. | Josep Lluís Berral García, David Aguilera-Luzon, Peini Liu, Ramon Nou Castell, Maria Serrano, Angelos Antonopoulos, Javier Santaella, Mario José Divan. “Integrating Reliability into Intent-Driven Orchestration on Kubernetes-based Edge Nodes”. Proceedings of the IEEE ICNP'25 - The 3rd IEEE International Conference on Network Protocols, Workshop on Cloud-Edge Continuum CEC, 22nd September, 2025, Seoul, South Korea. DOI LINK | CORE-A | 2025 |
| 43. | Peini Liu, Joan Oliveras Torra, Marc Palacín, Michail Dalgitsis, Maria A. Serrano, Eftychia Datsika, Angelos Antonopoulos, Javier Santaella Sánchez, Jordi Guitart, Josep Ll. Berral, Ramon Nou. “Mobility Usecase: Intelligent Service Migration in Cloud-Edge Continuum”. Proceedings of the IEEE ICNP'25 - The 3rd IEEE International Conference on Network Protocols, Workshop on Cloud-Edge Continuum CEC, 22nd September, 2025, Seoul, South Korea. DOI LINK | CORE-A | 2025 |
| 42. | Pol Garcia, Ferran Agullo, Yue Zhu, Chen Wang, Eun Kyung Lee, Olivier Tardieu, Jordi Torres and Josep Lluis Berral. “Mind the Memory Gap: Unveiling GPU Bottlenecks in Large-Batch LLM Inference”. Proceedings of the 18th IEEE International Conference on Cloud Computing (CLOUD 2025), pp. 277-287, July 7-12, Helsinki, Finland, 2025. DOI LINK arXiv | CORE-B | 2025 |
| 41. | Pol G. Recasens, Alberto Gutierrez-Torre, Jordi Torres, Josep Lluis Berral, Anisa Halimi, Kieran Fraser. “In-Context Bias Propagation in LLM-Based Tabular Data Generation”. Proceedings of the ICML 2025 Workshop - DIG-BUG 'Data in Generative Models - The Bad, the Ugly, and the Greats', Co-located with the International Conference on Machine Learning 2025. Vancouver, Canada, July 19th, 2025. DOI arXiv | CORE-A* | 2025 |
| 40. | Marçal Garcia-Boris, Joan Oliveras, David Aguilera-Luzon, Peini Liu, Mario Divan-Koller, Josep Lluís Berral García. “A Reliability Score for Video-Analytics Edge-IoT Devices in Urban Environments”. Proceedings of the 7th International Workshop on Urban Computing (UrbCom), June 9 – 11, 2025 - Tuscany (Lucca) - Italy. Co-located with IEEE DCOSS 2025, 2025. DOI LINK | CORE-B | 2025 |
| 39. | Anna Maria Nestorov, Diego Marrón Vida, Alberto Gutiérrez Torre, Chen Wang, Claudia Misale, Alaa Youssef, David Carrera Pérez, Josep Lluís Berral García. “Dexter: a performance-cost efficient resource allocation manager for serverless data analytics”. Proceedings of the 25th ACM International Middleware Conference (Middleware'24), p.117-130, ISBN 979-8-4007-0623-3. 2nd-6th December, 2024, Hong Kong, Hong Kong. DOI LINK | CORE-A | 2024 |
| 38. | Peini Liu, Joan Oliveras, Marc Palacín, Jordi Guitart, Josep Ll. Berral, Ramon Nou. “Data-connector: An agent-based framework for autonomous ML-based smart management”. Proceedings of the 32nd IEEE International Conference on Network Protocols, 28th October 2024, Charleroi, Belgium. DOI LINK | CORE-A | 2024 |
| 37. | Rubén Tous Liesa, Fèlix Freitag, Josep Ll. Berral. “On the relation between open project-based learning in undergraduate computer science education and contemporary technological trends”. In Proceedings of the 16th International Conference on Computer Supported Education (CSEDU 2024) - Volume 2, pages 397-404, May, 2024. ISBN: 978-989-758-697-2; ISSN: 2184-5026. DOI LINK | CORE-B | 2024 |
| 36. | Pol G. Recasens, Yue Zhu, Chen Wang, Eun Kyung Lee, Olivier Tardieu, Alaa Youssef, Jordi Torres, Josep Ll. Berral. “Towards Pareto Optimal Throughput in Small Language Model Serving”. 4th Workshop on Machine Learning and Systems (EuroMLSys), co-located with EuroSys'24. Athens, Greece, 22dn April 2024. DOI LINK arXiv | CORE-A | 2024 |
| 35. | Aniol Bisquert, Achraf Hmimou, Josep Ll. Berral, Alberto Gutiérrez-Torre, Oscar Romero. “HealthMesh: An Architectural Framework for Federated Healthcare Data Management”. 26th Intl. Workshop on Design, Optimization, Languages and Analytical Processing of Big Data (DOLAP 2024). Paestum, Italy - March 25th, 2024. ISSN 1613-0073. DOI LINK | CORE-B | 2024 |
| 34. | Francesco Regazzoni [et al.] (Josep Ll. Berral, pos.24/41). “SECURED for health: scaling up privacy to enable the integration of the european health data space”. Design, Automation and Test in Europe Conference and Exhibition (DATE 2024), March 25-27, 2024, Valencia, Spain. DOI LINK | CORE-B | 2024 |
| 33. | Pegia, Maria-Eirini; Agulló López, Ferran; Moumtzidou, Anastasia; Gutierrez-Torre, Alberto; Jónsson, Björn Þór; Berral-García, Josep Lluís; Gialampoukidis, Ilias; Vrochidis, Stefanos; Kompatsiaris, Ioannis. “Time-Quality Tradeoff of MuseHash Query Processing Performance”. MultiMedia Modelling: 30th International Conference on Multimedia Modeling (MMM 2024). Amsterdam, The Netherlands. January 29 - February 2, 2024. proceedings, Part III. (LNCS, vol.14556. pp.270-283.01/2024. ISBN 978-3-031-53310-5, 978-3-031-53311-2) DOI LINK | CORE-B | 2024 |
| 32. | Peini Liu, Anna Ma Nestorov, Marc Palacín, Ramon Nou, Jordi Guitart, Josep Ll Berral. “CloudSkin: ML-based Smart Management for the Cloud-Edge Continuum”. 3rd Workshop on Deep Learning for IoT (DL4IoT-2024). Munich, Germany, 19th January, 2024. DOI LINK | | 2024 |
| 31. | Pol G. Recasens, Jordi Torres, Josep Berral, Søren Hauberg, Pablo Moreno-Muñoz. “Beyond Parameter Averaging in Model Aggregation”. International Workshop on Federated Learning in the Age of Foundation Models in Conjunction with NeurIPS 2023, FL@FM-NeurIPS’23. 16th December, New Orleans, USA, 2023. DOI LINK | CORE-A* | 2023 |
| 30. | Felipe Portella, Paulo Estrela, Renzo Malini, Luan Teylo, Josep Berral, Lúcia Drummond. “MScheduler: Leveraging Spot Instances for High-Performance Reservoir Simulation in the Cloud”. 14th IEEE International Conference on Cloud Computing Technology and Science. Napoli, Italy, 4-6 December 2023. DOI LINK arXiv | CORE-C | 2023 |
| 29. | Ramon Canal, Cristiano Chenet, Angelos Arelakis, José-Maria Arnau, Josep Ll. Berral, Aaron Call, Stefano Di Carlo, Juan José Costa, Dimitris Gizopoulos, Vasileios Karakostas, Francesco Lubrano, Konstantinos Nikas, Yiannis Nikolakopoulos, Beatriz Otero, George Papadimitriou, Ioannis Papaefstathiou, Dionisios Pnevmatikatos, Daniel Raho, Alvise Rigo, Eva Rodríguez, Alessandro Savino. “Vitamin-V: Virtual Environment and Tool-boxing for Trustworthy Development of RISC-V based Cloud Services”. 26th Euromicro Conference on Digital System Design (DSD). Durres, Albania, September 6-8, 2023. DOI LINK arXiv | | 2023 |
| 28. | Gonzalo Gómez, Aaron Call, Lorena Álvarez, David Torrents, Josep Ll. Berral. “Challenges and Opportunities for RISC-V Architectures towards Genomics-based Workloads”. Intl. Supercomputing Conference (ISC-HPC 2023) - First International workshop on RISC-V for HPC, Hamburg, Germany, May 21 - 25 2023. DOI LINK arXiv | CORE-C | 2023 |
| 27. | Anna Maria Nestorov, Josep Lluís Berral, Claudia Missale, Chen Wang, David Carrera, Alaa Youssef. “Floki: A Proactive Data Forwarding System for Direct Inter-Function Communication for Serverless Workflows”. Intl. Workshop on Container Technologies and Container Clouds (WoC’22) - 22nd ACM/IFIP Intl. Conf. Middleware 2022, Quebec City, Canada, November 7 - 11 2022. DOI LINK | CORE-A | 2022 |
| 26. | Josep L. Berral, Oriol Aranda, Juan Luis Dominguez, Jordi Torres. “Distributing Deep Learning Hyperparameter Tuning for 3D Medical Image Segmentation”. Scalable Deep Learning Workshop (ScaDL 2022) - IEEE Intl. Parallel & Distributed Processing Symposium (IEEE IPDPS 2022), On-Line, May 30 - June 3 2022. DOI LINK arXiv | CORE-A | 2022 |
| 25. | Daniel Rivas, Francesc Guim, Jordà Polo, Josep Ll. Berral, David Carrera. “Large-Scale Video Analytics Through Object-Level Consolidation”. EAI Edge-IoT 2021 - 2nd EAI International Conference on Intelligent Edge Processing in the IoT Era. November 24 – 26, 2021. Portugal. (LNICST, vol 442. p155-171/2022. ISBN 978-3-031-06370-1, Springer) DOI LINK arXiv | | 2021 |
| 24. | Josep L. Berral, David Buchaca, Claudia Herron, Chen Wang, Alaa Youssef. “Theta-Scan: Leveraging Behavior-Driven Forecasting for Vertical Auto-Scaling in Container Cloud”. IEEE Intl. Conference on Cloud Computing (IEEE Cloud 2021), On-Line, September 5-10 2021. DOI LINK | CORE-B | 2021 |
| 23. | David Buchaca, Josep L. Berral, Chen Wang, Alaa Youssef. “Proactive Container Auto-scaling for Cloud Native Machine Learning Services”. IEEE Intl. Conference on Cloud Computing (IEEE Cloud 2020), On-Line (Beijing, China), October 19-23 2020. DOI LINK | CORE-B | 2020 |
| 22. | Josep L. Berral, Chen Wang, Alaa Youssef. “AI4DL: Mining Behaviors of Deep Learning Workloads for Resource Management”. Workshop on Hot Topics on Cloud Computing (HotCloud'20), USENIX'2020, On-Line (Boston, MA, USA), July 13-14 2020. DOI arXiv | CORE-A | 2020 |
| 21. | Nicolas Poggi, Victor Cuevas-Vicenttin, David Carrera, Josep Lluis Berral, Thomas Fenech, Gonzalo Gomez, Davide Brini, Alejandro Montero, Umar Farooq Minhas, Jose A. Blakeley, Donald Kossmann, Raghu Ramakrishnan and Clemens Szyperski. “Benchmarking Elastic Cloud Big Data Services Under SLA Constraints”. The Technology Conference on Performance Evaluation and Benchmarking (TPCTC 2019), Los Angeles, CA, USA, August 26-30 2019. (LNCS, vol.12257 pp.1-18/2020. ISBN 978-3-030-55023-3, Springer). DOI LINK | | 2019 |
| 20. | Josep Ll. Berral, Nicolas Poggi. “Database Integrated Analytics using R: Initial Experiences with SQL-Server + R”. The IEEE International Conference on Data Mining (IEEE ICDM 2016), Barcelona, Spain, December 12-15 2016. DOI LINK | CORE-A* | 2016 |
| 19. | Nicolas Poggi, Josep Ll. Berral, Thomas Fenech, David Carrera, Jose Blakeley, Umar Farooq Minhas, and Nikola Vujic. “The state of SQL-on-Hadoop in the Cloud”. The IEEE International Conference on Big Data (IEEE BigData 2016), Washington DC, USA, December 5-8 2016. DOI LINK | | 2016 |
| 18. | Nicolas Poggi, Josep Ll. Berral, David Carrera. “ALOJA: a Benchmarking and Predictive Platform for Big Data Performance Analysis”. The Sixth Workshop on Big Data Benchmarking (6th WBDB). June 16-17, 2015 in Toronto, Canada. (LNCS, vol.10044, pp.71-84.12/2016. ISBN 978-3-319-49747-1, Springer) DOI LINK | | 2015 |
| 17. | Nicolas Poggi, Josep Ll. Berral, David Carrera, Aaron Call, Rob Reinauer, Nikola Vujic, Daron Green, José Blakeley, Fabrizio Gagliardi. “From Performance Profiling to Predictive Analytics while Evaluating Hadoop Cost-Efficiency in ALOJA”. The IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara (CA), USA, Oct. 29-Nov. 1 2015. DOI | | 2015 |
| 16. | Josep Ll. Berral, Nicolas Poggi, David Carrera, Aaron Call, Rob Reinauer, Daron Green. “ALOJA-ML: A Framework for Automating Characterization and Knowledge Discovery in Hadoop Deployments”. The 21st ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2015), Sydney, Australia, August 10-13 2015. DOI LINK arXiv | CORE-A* | 2015 |
| 15. | Josep Ll. Berral, Íñigo Goiri, Thu Nguyen, Ricard Gavaldà, Jordi Torres, Ricardo Bianchini. “Building Low-Cost Green DataCenters”. The International Conference on Distributed Computer Systems (ICDCS 2014). DOI LINK | CORE-A | 2014 |
| 14. | Josep Ll. Berral, Ricard Gavaldà, Jordi Torres. “Power-aware Multi-DataCenter Management using Machine Learning”. The 42rd International Conference on Parallel Processing - Workshop on Power-aware Algorithms, Systems, and Architectures (ICPP - PASA), 2013. DOI LINK | CORE-A | 2013 |
| 13. | Luis Velasco, Adrià Asensio, Josep Ll. Berral, Alberto Castro, Victor López “Towards a Carrier SDN: An example for Elastic Inter-Datacenter Connectivity”. European Conference on Optical Communication (ECOC), 2013. DOI LINK | | 2013 |
| 12. | Josep Ll. Berral, Ricard Gavaldà, Jordi Torres. “Empowering Automatic Data-Center Management with Machine Learning”. The 28th ACM Symposium on Applied Computing (SAC 2013) Data-Mining track, Coimbra, Portugal, March 18-22 2013. DOI LINK | CORE-B | 2013 |
| 11. | 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. DOI LINK | CORE-A | 2011 |
| 10. | 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. DOI LINK | CORE-A | 2010 |
| 9. | 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. DOI LINK | CORE-A | 2010 |
| 8. | 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. DOI LINK | CORE-A | 2010 |
| 7. | 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. DOI LINK | CORE-A | 2010 |
| 6. | 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. DOI LINK | | 2010 |
| 5. | Josep Ll. Berral, Nicolas Poggi, Javier Alonso, Ricard Gavaldà, Jordi Torres, Manish Parashar. “Adaptive Distributed Mechanism Against Flooding Network Attacks Based on Machine Learning”. 1st ACM Workshop on Artificial Intelligence on Security (AISec 2008), Alexandria (VA), USA, October 27th 2008. DOI LINK | CORE-A* | 2008 |
| 4. | 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”. The International Conference on Autonomic Computing (ICAC 2008), Chicago (IL), USA, 2 to 6 of July, 2008. DOI | CORE-B | 2008 |
| 3. | Nicolas Poggi, Josep Ll. Berral, Toni Moreno, Ricard Gavaldà, Jordi Torres “Automatic Detection and Banning of Content Stealing Bots for E-commerce”. Workshop on Machine Learning in Adversarial Environments for Computer Security, British Columbia, Canada, December the 8th, 2007, The Neural Information Processing Systems (NIPS 2007) Foundation (Proceedings of the NIPS Machine Learning in Adversarial Environments for Computer Security 2007). | CORE-A* | 2007 |
| 2. | Toni Moreno, Nicolas Poggi, Josep Ll. Berral, Ricard Gavaldà, 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). LINK | | 2007 |
| 1. | Nicolas Poggi, Toni Moreno, Josep Ll. Berral, Ricard Gavaldà, Jordi Torres “Web Customer Modeling for Automated Session Prioritization on High Traffic Sites”. 11th International Conference on User Modeling (UM 2007), Corfu, Grece, 25-29 of June, 2007. User Modeling Inc. (LNCS, vol.4511 pp.450-454.06/2007. ISSN 0302-9743, Springer). DOI | CORE-B | 2007 |
