Juan A. Rico-Gallego

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 12

Top Topics

Steepest Descent Method

Heterogeneous Platforms

Processing Cost

Top Venues

J. Supercomput.

Comput. Math. Methods

IEEE Geosci. Remote. Sens. Lett.

Publications

Sergio Moreno-Álvarez, Mercedes Eugenia Paoletti, A. J. Sanchez-Fernandez, Juan A. Rico-Gallego, Lirong Han, Juan Mario Haut
Federated learning meets remote sensing. Expert Syst. Appl. 255 (2024)
David Cortés-Polo, Luis-Ignacio Jimenez, Mercedes Eugenia Paoletti, Jesús Calle-Cancho, Juan A. Rico-Gallego
Orthogonal projection for anomaly detection in networking datasets. J. Ambient Intell. Humaniz. Comput. 14 (6) (2023)
Sergio Moreno-Álvarez, Mercedes Eugenia Paoletti, Juan A. Rico-Gallego, Juan Mario Haut
Heterogeneous gradient computing optimization for scalable deep neural networks. J. Supercomput. 78 (11) (2022)
Sergio Moreno-Álvarez, Mercedes Eugenia Paoletti, Juan A. Rico-Gallego, Gabriele Cavallaro, Juan Mario Haut
Optimizing Distributed Deep Learning in Heterogeneous Computing Platforms for Remote Sensing Data Classification. IGARSS (2022)
Sergio Moreno-Álvarez, Mercedes Eugenia Paoletti, Gabriele Cavallaro, Juan A. Rico-Gallego, Juan Mario Haut
Remote Sensing Image Classification Using CNNs With Balanced Gradient for Distributed Heterogeneous Computing. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Sergio Moreno-Álvarez, Juan Mario Haut, Mercedes Eugenia Paoletti, Juan A. Rico-Gallego
Heterogeneous model parallelism for deep neural networks. Neurocomputing 441 (2021)
Sergio Moreno-Álvarez, Juan Mario Haut, Mercedes Eugenia Paoletti, Juan A. Rico-Gallego, Juan Carlos Díaz Martín, Javier Plaza
Training deep neural networks: a static load balancing approach. J. Supercomput. 76 (12) (2020)
Juan A. Rico-Gallego, Juan Carlos Díaz Martín, Sergio Moreno-Álvarez, Carmen Calvo-Jurado, Juan-Luis García Zapata
Performance evaluation of model-driven partitioning algorithms for data-parallel kernels on heterogeneous platforms. Comput. Math. Methods 2 (1) (2020)
Juan A. Rico-Gallego, Sergio Moreno-Álvarez, Juan Carlos Díaz Martín, Alexey L. Lastovetsky
A tool to assess the communication cost of parallel kernels on heterogeneous platforms. J. Supercomput. 76 (6) (2020)
Juan A. Rico-Gallego, Juan Carlos Díaz Martín, Carmen Calvo-Jurado, Sergio Moreno-Álvarez, Juan-Luis García Zapata
Analytical Communication Performance Models as a metric in the partitioning of data-parallel kernels on heterogeneous platforms. J. Supercomput. 75 (3) (2019)
Juan A. Rico-Gallego, Juan Carlos Díaz Martín, Ravi Reddy Manumachu, Alexey L. Lastovetsky
A Survey of Communication Performance Models for High-Performance Computing. ACM Comput. Surv. 51 (6) (2019)
Jesús M. Álvarez Llorente, Juan Carlos Díaz Martín, Juan A. Rico-Gallego
Formal modeling and performance evaluation of a run-time rank remapping technique in Broadcast, Allgather and Allreduce MPI collective operations. CCGrid (2017)
Juan A. Rico-Gallego, Juan Carlos Díaz Martín, Carolina Gómes-Tostón Gutierrez, Álvaro Cortés Fácila
Improving Collectives by User Buffer Relocation. EuroMPI (2012)
Juan A. Rico-Gallego, Juan Carlos Díaz Martín
Performance Evaluation of Thread-Based MPI in Shared Memory. EuroMPI (2011)
Juan Carlos Díaz Martín, Carolina Gómes-Tostón Gutierrez, Álvaro Cortés Fácila, Juan A. Rico-Gallego
Issues on Building an MPI Cluster on Microblaze. ReConFig (2010)
Juan Carlos Díaz Martín, Juan A. Rico-Gallego, Jesús M. Álvarez Llorente, J. F. Perogil Duque
An MPI-1 Compliant Thread-Based Implementation. PVM/MPI (2009)
Juan A. Rico-Gallego, Jesús M. Álvarez Llorente, Juan Carlos Díaz Martín, Francisco J. Perogil-Duque
A Network Service for DSP Multicomputers. ICA3PP (2008)
Juan A. Rico-Gallego, Jesús M. Álvarez Llorente, Francisco J. Perogil-Duque, Pedro P. Antunez-Gomez, Juan Carlos Díaz Martín
A Pthreads-Based MPI-1 Implementation for MMU-Less Machines. ReConFig (2008)
Juan A. Rico-Gallego, Juan Carlos Díaz Martín, Jesús M. Álvarez Llorente
An MPI Implementation for Distributed Signal Processing. PVM/MPI (2005)
Juan Carlos Díaz Martín, Juan A. Rico-Gallego, Jesús M. Álvarez Llorente, Carmen Calvo-Jurado
On interface design for distributed signal processing. EUSIPCO (2004)
Juan A. Rico-Gallego, Juan Carlos Díaz Martín, José Manuel Rodríguez García, Jesús M. Álvarez Llorente, Juan-Luis García Zapata
Porting P4 to Digital Signal Processing Platforms. PVM/MPI (2003)