Josep Lluís Berral

28 papers A 1B 4C 2Journal 15Unranked 5

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Data Driven Optimization of GPU efficiency for Distributed LLM Adapter Serving. CoRR Ferran Agullo, Joan Oliveras, Chen Wang, Alberto Gutierrez-Torre, Olivier Tardieu, Alaa Youssef, Jordi Torres, Josep Lluís Berral
2026	J	`jnl`	FRIDA: Free-rider detection using privacy attacks. J. Inf. Secur. Appl. Pol G. Recasens, Ádám Horváth, Alberto Gutierrez-Torre, Jordi Torres, Josep Lluís Berral, Balázs Pejó
2025	J	`jnl`	Enhancing the output of time series forecasting algorithms for cloud resource provisioning. Future Gener. Comput. Syst. Ferran Agullo, Alberto Gutierrez-Torre, Jordi Torres, Josep Lluís Berral
2025	J	`jnl`	In-Context Bias Propagation in LLM-Based Tabular Data Generation. CoRR Pol G. Recasens, Alberto Gutierrez, Jordi Torres, Josep Lluís Berral, Anisa Halimi, Kieran Fraser
2025	B	`conf`	Integrating Reliability into Intent-Driven Orchestration on Kubernetes-based Edge Nodes. ICNP Josep Lluís Berral, David Aguilera-Luzón, Peini Liu, Ramon Nou, Maria A. Serrano, Angelos Antonopoulos, Javier Santaella Sánchez, Mario José Diván
2025	J	`jnl`	Maximizing GPU Efficiency via Optimal Adapter Caching: An Analytical Approach for Multi-Tenant LLM Serving. CoRR Ferran Agullo, Joan Oliveras, Chen Wang, Alberto Gutierrez-Torre, Olivier Tardieu, Alaa Youssef, Jordi Torres, Josep Lluís Berral
2025	B	`conf`	Mind the Memory Gap: Unveiling GPU Bottlenecks in Large-Batch LLM Inference. CLOUD Pol G. Recasens, Ferran Agullo, Yue Zhu, Chen Wang, Eun Kyung Lee, Olivier Tardieu, Jordi Torres, Josep Lluís Berral
2025	J	`jnl`	Mind the Memory Gap: Unveiling GPU Bottlenecks in Large-Batch LLM Inference. CoRR Pol G. Recasens, Ferran Agullo, Yue Zhu, Chen Wang, Eun Kyung Lee, Olivier Tardieu, Jordi Torres, Josep Lluís Berral
2025	B	`conf`	Mobility Usecase: Intelligent Service Migration in Cloud-Edge Continuum. ICNP Peini Liu, Joan Oliveras Torra, Marc Palacín, Michail Dalgitsis, Maria A. Serrano, Eftychia G. Datsika, Angelos Antonopoulos, Javier Santaella Sánchez, Jordi Guitart, Josep Lluís Berral, Ramon Nou
2024	A	`conf`	Dexter: A Performance-Cost Efficient Resource Allocation Manager for Serverless Data Analytics. Middleware Anna Maria Nestorov, Diego Marrón, Alberto Gutierrez-Torre, Chen Wang, Claudia Misale, Alaa Youssef, David Carrera, Josep Lluís Berral
2024	J	`jnl`	Enabling an OpenStack-based cloud on top of RISC-V hardware. CoRR Diego Marrón, Aaron Call, Josep Lluís Berral, Ramon Nou
2024	J	`jnl`	Towards Pareto Optimal Throughput in Small Language Model Serving. CoRR Pol G. Recasens, Yue Zhu, Chen Wang, Eun Kyung Lee, Olivier Tardieu, Alaa Youssef, Jordi Torres, Josep Lluís Berral
2023	—	`conf`	Challenges and Opportunities for RISC-V Architectures Towards Genomics-Based Workloads. ISC Workshops Gonzalo Gomez-Sanchez, Aaron Call, Xavier Teruel, Lorena Alonso, Ignasi Moran, Miguel Angel Perez, David Torrents, Josep Lluís Berral
2023	J	`jnl`	Challenges and Opportunities for RISC-V Architectures towards Genomics-based Workloads. CoRR Gonzalo Gomez-Sanchez, Aaron Call, Xavier Teruel, Lorena Alonso, Ignasi Moran, Miguel Angel Perez, David Torrents, Josep Lluís Berral
2023	C	`conf`	MScheduler: Leveraging Spot Instances for High-Performance Reservoir Simulation in the Cloud. CloudCom Felipe Albuquerque Portella, Paulo J. B. Estrela, Renzo Q. Malini, Luan Teylo, Josep Lluís Berral, Lúcia M. A. Drummond
2023	C	`conf`	VITAMIN-V: Virtual Environment and Tool-Boxing for Trustworthy Development of RISC-V Based Cloud Services. DSD Ramon Canal, Cristiano Pegoraro Chenet, Aggelos Arelakis, José-María Arnau, Josep Lluís 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 N. Pnevmatikatos, Daniel Raho, Alvise Rigo, Eva Rodríguez, Alessandro Savino, Alberto Scionti, Nikolaos Tampouratzis, Alex Torregrosa
2022	J	`jnl`	Automatic Distributed Deep Learning Using Resource-Constrained Edge Devices. IEEE Internet Things J. Alberto Gutierrez-Torre, Kiyana Bahadori, Shuja Ur Rehman Baig, Waheed Iqbal, Tullio Vardanega, Josep Lluís Berral, David Carrera
2022	—	`conf`	Distributing Deep Learning Hyperparameter Tuning for 3D Medical Image Segmentation. IPDPS Workshops Josep Lluís Berral, Oriol Aranda, Juan Luis Domínguez, Jordi Torres
2022	—	`conf`	Floki: a proactive data forwarding system for direct inter-function communication for serverless workflows. WOC@Middleware Anna Maria Nestorov, Josep Lluís Berral, Claudia Misale, Chen Wang, David Carrera, Alaa Youssef
2022	J	`jnl`	Towards automatic model specialization for edge video analytics. Future Gener. Comput. Syst. Daniel Rivas-Barragan, Francesc Guim, Jordà Polo, Pubudu Madhawa Silva, Josep Lluís Berral, David Carrera
2022	J	`jnl`	TunaOil: A Tuning Algorithm Strategy for Reservoir Simulation Workloads. CoRR Felipe Albuquerque Portella, David Buchaca Prats, José Roberto Pereira Rodrigues, Josep Lluís Berral
2022	J	`jnl`	TunaOil: A tuning algorithm strategy for reservoir simulation workloads. J. Comput. Sci. Felipe Albuquerque Portella, David Buchaca Prats, José Roberto Pereira Rodrigues, Josep Lluís Berral
2021	—	`conf`	Large-Scale Video Analytics Through Object-Level Consolidation. SmartCity360° Daniel Rivas-Barragan, Francesc Guim, Jordà Polo, Josep Lluís Berral, David Carrera
2020	—	`conf`	AI4DL: Mining Behaviors of Deep Learning Workloads for Resource Management. HotCloud Josep Lluís Berral, Chen Wang, Alaa Youssef
2020	J	`jnl`	Improving maritime traffic emission estimations on missing data with CRBMs. Eng. Appl. Artif. Intell. Alberto Gutierrez-Torre, Josep Lluís Berral, David Buchaca Prats, Marc Guevara, Albert Soret, David Carrera
2020	B	`conf`	Proactive Container Auto-scaling for Cloud Native Machine Learning Services. CLOUD David Buchaca Prats, Josep Lluís Berral, Chen Wang, Alaa Youssef
2020	J	`jnl`	Sequence-to-sequence models for workload interference. CoRR David Buchaca Prats, Joan Marcual, Josep Lluís Berral, David Carrera
2013	—	`—`	Improved self-management of datacenter systems applying machine learning. Josep Lluís Berral