Josep Lluís Berral

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 15

Top Topics

Advances In Data Mining

Parameter Tuning

Top Venues

Future Gener. Comput. Syst.

Publications

Pol G. Recasens, Yue Zhu, Chen Wang, Eun Kyung Lee, Olivier Tardieu, Alaa Youssef, Jordi Torres, Josep Lluís Berral
Towards Pareto Optimal Throughput in Small Language Model Serving. CoRR (2024)
Gonzalo Gomez-Sanchez, Aaron Call, Xavier Teruel, Lorena Alonso, Ignasi Moran, Miguel Angel Perez, David Torrents, Josep Lluís Berral
Challenges and Opportunities for RISC-V Architectures towards Genomics-based Workloads. CoRR (2023)
Felipe Albuquerque Portella, Paulo J. B. Estrela, Renzo Q. Malini, Luan Teylo, Josep Lluís Berral, Lúcia M. A. Drummond
MScheduler: Leveraging Spot Instances for High-Performance Reservoir Simulation in the Cloud. CloudCom (2023)
Gonzalo Gomez-Sanchez, Aaron Call, Xavier Teruel, Lorena Alonso, Ignasi Moran, Miguel Angel Perez, David Torrents, Josep Lluís Berral
Challenges and Opportunities for RISC-V Architectures Towards Genomics-Based Workloads. ISC Workshops (2023)
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
VITAMIN-V: Virtual Environment and Tool-Boxing for Trustworthy Development of RISC-V Based Cloud Services. DSD (2023)
Daniel Rivas, Francesc Guim, Jordà Polo, Pubudu Madhawa Silva, Josep Lluís Berral, David Carrera
Towards automatic model specialization for edge video analytics. Future Gener. Comput. Syst. 134 (2022)
Felipe Albuquerque Portella, David Buchaca Prats, José Roberto Pereira Rodrigues, Josep Lluís Berral
TunaOil: A Tuning Algorithm Strategy for Reservoir Simulation Workloads. CoRR (2022)
Felipe Albuquerque Portella, David Buchaca Prats, José Roberto Pereira Rodrigues, Josep Lluís Berral
TunaOil: A tuning algorithm strategy for reservoir simulation workloads. J. Comput. Sci. 63 (2022)
Alberto Gutierrez-Torre, Kiyana Bahadori, Shuja Ur Rehman Baig, Waheed Iqbal, Tullio Vardanega, Josep Lluís Berral, David Carrera
Automatic Distributed Deep Learning Using Resource-Constrained Edge Devices. IEEE Internet Things J. 9 (16) (2022)
Josep Lluís Berral, Oriol Aranda, Juan Luis Domínguez, Jordi Torres
Distributing Deep Learning Hyperparameter Tuning for 3D Medical Image Segmentation. IPDPS Workshops (2022)
Daniel Rivas, Francesc Guim, Jordà Polo, Josep Lluís Berral, David Carrera
Large-Scale Video Analytics Through Object-Level Consolidation. SmartCity360° (2021)
Alberto Gutierrez-Torre, Josep Lluís Berral, David Buchaca Prats, Marc Guevara, Albert Soret, David Carrera
Improving maritime traffic emission estimations on missing data with CRBMs. Eng. Appl. Artif. Intell. 94 (2020)
Josep Lluís Berral, Chen Wang, Alaa Youssef
AI4DL: Mining Behaviors of Deep Learning Workloads for Resource Management. HotCloud (2020)
David Buchaca Prats, Joan Marcual, Josep Lluís Berral, David Carrera
Sequence-to-sequence models for workload interference. CoRR (2020)
David Buchaca Prats, Josep Lluís Berral, Chen Wang, Alaa Youssef
Proactive Container Auto-scaling for Cloud Native Machine Learning Services. CLOUD (2020)