| Exascale machines require new programming paradigms and runtimes G Da Costa, T Fahringer, JAR Gallego, I Grasso, A Hristov, HD Karatza, ... Supercomputing frontiers and innovations 2 (2), 6-27, 2015 | 51 | 2015 |
| A survey of communication performance models for high-performance computing JA Rico-Gallego, JC Díaz-Martín, RR Manumachu, AL Lastovetsky ACM Computing Surveys (CSUR) 51 (6), 1-36, 2019 | 48 | 2019 |
| Distributed deep learning for remote sensing data interpretation JM Haut, ME Paoletti, S Moreno-Álvarez, J Plaza, JA Rico-Gallego, ... Proceedings of the IEEE 109 (8), 1320-1349, 2021 | 38 | 2021 |
| Model-based estimation of the communication cost of hybrid data-parallel applications on heterogeneous clusters JA Rico-Gallego, AL Lastovetsky, JC Diaz-Martin IEEE Transactions on Parallel and Distributed Systems 28 (11), 3215-3228, 2017 | 29 | 2017 |
| Extending τ-lop to model concurrent MPI communications in multicore clusters JA Rico-Gallego, JC Díaz-Martín, AL Lastovetsky Future Generation Computer Systems 61, 66-82, 2016 | 29 | 2016 |
| τ-Lop: Modeling performance of shared memory MPI JA Rico-Gallego, JC Díaz-Martín Parallel Computing 46, 14-31, 2015 | 27 | 2015 |
| Heterogeneous model parallelism for deep neural networks S Moreno-Alvarez, JM Haut, ME Paoletti, JA Rico-Gallego Neurocomputing 441, 1-12, 2021 | 22 | 2021 |
| Training deep neural networks: a static load balancing approach S Moreno-Alvarez, JM Haut, ME Paoletti, JA Rico-Gallego, JC Diaz-Martin, ... The Journal of Supercomputing 76, 9739-9754, 2020 | 14 | 2020 |
| Model-based selection of optimal MPI broadcast algorithms for multi-core clusters E Nuriyev, JA Rico-Gallego, A Lastovetsky Journal of Parallel and Distributed Computing 165, 1-16, 2022 | 13 | 2022 |
| An MPI-1 compliant thread-based implementation JC Díaz Martín, JA Rico Gallego, JM Álvarez Llorente, JF Perogil Duque European Parallel Virtual Machine/Message Passing Interface Users’ Group …, 2009 | 12 | 2009 |
| Performance evaluation of thread-based MPI in shared memory JA Rico-Gallego, JC Díaz-Martín Recent Advances in the Message Passing Interface: 18th European MPI Users …, 2011 | 11 | 2011 |
| A Pthreads-based MPI-1 Implementation for MMU-less Machines JA Rico-Gallego, JM Alvarez-Llorente, FJ Perogil-Duque, ... 2008 International Conference on Reconfigurable Computing and FPGAs, 277-282, 2008 | 6 | 2008 |
| Formal modeling and performance evaluation of a run-time rank remapping technique in broadcast, Allgather and Allreduce MPI collective operations JM Álvarez-Llorente, JC Díaz-Martín, JA Rico-Gallego 2017 17th IEEE/ACM International Symposium on Cluster, Cloud and Grid …, 2017 | 5 | 2017 |
| Federated learning meets remote sensing S Moreno-Álvarez, ME Paoletti, AJ Sanchez-Fernandez, JA Rico-Gallego, ... Expert Systems with Applications, 124583, 2024 | 4 | 2024 |
| Classification of maps on a finite set under permutation JL Garcia Zapata, JA Rico‐Gallego Mathematical Methods in the Applied Sciences 44 (17), 12383-12390, 2021 | 4 | 2021 |
| Heterogeneous gradient computing optimization for scalable deep neural networks S Moreno-Álvarez, ME Paoletti, JA Rico-Gallego, JM Haut The Journal of Supercomputing 78 (11), 13455-13469, 2022 | 3 | 2022 |
| A tool to assess the communication cost of parallel kernels on heterogeneous platforms JA Rico-Gallego, S Moreno-Álvarez, JC Díaz-Martín, AL Lastovetsky The Journal of Supercomputing 76 (6), 4629-4644, 2020 | 3 | 2020 |
| Analytical communication performance models as a metric in the partitioning of data-parallel kernels on heterogeneous platforms JA Rico-Gallego, JC Díaz-Martín, C Calvo-Jurado, S Moreno-Álvarez, ... The Journal of Supercomputing 75, 1654-1669, 2019 | 3 | 2019 |
| Programming models and runtimes G Da Costa, AL Lastovetsky, JG Barbosa, JC Díaz-Martín, ... | 3 | 2019 |
| Modeling contention and mapping effects in multi-core clusters JA Rico-Gallego, JC Díaz-Martín, AL Lastovetsky European Conference on Parallel Processing, 197-208, 2015 | 3 | 2015 |
