Alberto Gutierrez-Torre

According to our database, Alberto Gutierrez-Torre authored at least 13 papers between 2018 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2026

Data Driven Optimization of GPU efficiency for Distributed LLM Adapter Serving.

Ferran Agullo, Joan Oliveras, Chen Wang, Alberto Gutierrez-Torre, Olivier Tardieu, Alaa Youssef, Jordi Torres, Josep Lluís Berral

CoRR, February, 2026

FRIDA: Free-rider detection using privacy attacks.

Pol G. Recasens, Ádám Horváth, Alberto Gutierrez-Torre, Jordi Torres, Josep Lluís Berral, Balázs Pejó

J. Inf. Secur. Appl., 2026

2025

Maximizing GPU Efficiency via Optimal Adapter Caching: An Analytical Approach for Multi-Tenant LLM Serving.

Ferran Agullo, Joan Oliveras, Chen Wang, Alberto Gutierrez-Torre, Olivier Tardieu, Alaa Youssef, Jordi Torres, Josep Lluís Berral

CoRR, August, 2025

Enhancing the output of time series forecasting algorithms for cloud resource provisioning.

Ferran Agullo, Alberto Gutierrez-Torre, Jordi Torres, Josep Lluís Berral

Future Gener. Comput. Syst., 2025

SynthVal: A Framework for Validating Synthetic Medical Images.

Dario Guidotti, Laura Pandolfo, Alberto Gutierrez-Torre, Omar Lopez-Rubio, Luca Pulina

IEEE Access, 2025

2024

Time-Quality Tradeoff of MuseHash Query Processing Performance.

Maria Pegia, Ferran Agulló López, Anastasia Moumtzidou, Alberto Gutierrez-Torre, Björn Þór Jónsson, Josep Lluis Berral-Garcia, Ilias Gialampoukidis, Stefanos Vrochidis, Ioannis Kompatsiaris

Proceedings of the MultiMedia Modeling - 30th International Conference, 2024

Dexter: A Performance-Cost Efficient Resource Allocation Manager for Serverless Data Analytics.

Anna Maria Nestorov, Diego Marrón, Alberto Gutierrez-Torre, Chen Wang, Claudia Misale, Alaa Youssef, David Carrera, Josep Lluís Berral

Proceedings of the 25th International Middleware Conference, 2024

HealthMesh: An Architectural Framework for Federated Healthcare Data Management.

Aniol Bisquert, Achraf Hmimou, Josep Lluis Berral, Alberto Gutierrez-Torre, Oscar Romero

Proceedings of the 26th International Workshop on Design, 2024

SECURED for Health: Scaling Up Privacy to Enable the Integration of the European Health Data Space.

Francesco Regazzoni, Gergely Ács, Albert Zoltan Aszalos, Christos Avgerinos, Nikolaos Bakalos, Josep Lluis Berral, Joppe W. Bos, Marco Brohet, Andrés G. Castillo Sanz, Gareth T. Davies, Stefanos Florescu, Pierre-Elisée Flory, Alberto Gutierrez-Torre, Evangelos Haleplidis, Alice Héliou, Sotirios Ioannidis, Alexander Islam El-Kady, Katarzyna Kapusta, Konstantina Karagianni, Pieter Kruizinga, Kyrian Maat, Zoltán Ádám Mann, Kalliopi Mastoraki, SeoJeong Moon, Maja Nisevic, Balázs Pejó, Kostas Papagiannopoulos, Vassilis Paliouras, Paolo Palmieri, Francesca Palumbo, Juan Carlos Pérez Baun, Péter Pollner, Eduard Porta-Pardo, Luca Pulina, Muhammad Ali Siddiqi, Daniela Spajic, Christos Strydis, Georgios Tasopoulos, Vincent Thouvenot, Christos Tselios, Apostolos P. Fournaris

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2024

2023

Distributed cloud-edge analytics and machine learning for transportation emissions estimation

Alberto Gutierrez-Torre

PhD thesis, 2023

2022

Automatic Distributed Deep Learning Using Resource-Constrained Edge Devices.

Alberto Gutierrez-Torre, Kiyana Bahadori, Shuja Ur Rehman Baig, Waheed Iqbal, Tullio Vardanega, Josep Lluís Berral, David Carrera

IEEE Internet Things J., 2022

2020

Improving maritime traffic emission estimations on missing data with CRBMs.

Alberto Gutierrez-Torre, Josep Lluís Berral, David Buchaca Prats, Marc Guevara, Albert Soret, David Carrera

Eng. Appl. Artif. Intell., 2020

2018

A resilient and distributed near real-time traffic forecasting application for Fog computing environments.

Juan Luis Pérez, Alberto Gutierrez-Torre, Josep Lluis Berral, David Carrera

Future Gener. Comput. Syst., 2018