Adrián Castelló

Publication Activity (10 Years)

Years Active: 2014-2021
Publications (10 Years): 24

Top Topics

Efficient Inference

Multicore Processors

Parallel Programming

Top Venues

Publications

Sergio Barrachina, Adrián Castelló, Mar Catalán, Manuel F. Dolz, José I. Mestre
PyDTNN: A user-friendly and extensible framework for distributed deep learning. J. Supercomput. 77 (9) (2021)
Julio Silva-Rodríguez, Manuel F. Dolz, M. Ferrer, Adrián Castelló, Valery Naranjo, G. Piñero
Acoustic Echo Cancellation using Residual U-Nets. CoRR (2021)
Adrián Castelló, Enrique S. Quintana-Ortí, José Duato
Accelerating distributed deep neural network training with pipelined MPI allreduce. Clust. Comput. 24 (4) (2021)
Adrián Castelló, Mar Catalán, Manuel F. Dolz, José I. Mestre, Enrique S. Quintana-Ortí, José Duato
Evaluation of MPI Allreduce for Distributed Training of Convolutional Neural Networks. PDP (2021)
Adrián Castelló, Mar Catalán, Manuel F. Dolz, José I. Mestre, Enrique S. Quintana-Ortí, José Duato
Performance Modeling for Distributed Training of Convolutional Neural Networks. PDP (2021)
Sergio Barrachina, Adrián Castelló, Mar Catalán, Manuel F. Dolz, José I. Mestre
A Flexible Research-Oriented Framework for Distributed Training of Deep Neural Networks. IPDPS Workshops (2021)
Adrián Castelló, Sergio Barrachina, Manuel F. Dolz, Enrique S. Quintana-Ortí, Pau San Juan
High performance and energy efficient inference for deep learning on ARM processors. CoRR (2021)
Sandra Catalán, Adrián Castelló, Francisco D. Igual, Rafael Rodríguez-Sánchez, Enrique S. Quintana-Ortí
Programming parallel dense matrix factorizations with look-ahead and OpenMP. Clust. Comput. 23 (1) (2020)
Adrián Castelló, Rafael Mayo Gual, Sangmin Seo, Pavan Balaji, Enrique S. Quintana-Ortí, Antonio J. Peña
Analysis of Threading Libraries for High Performance Computing. IEEE Trans. Computers 69 (9) (2020)
Pablo San Juan, Adrián Castelló, Manuel F. Dolz, Pedro Alonso-Jordá, Enrique S. Quintana-Ortí
High Performance and Portable Convolution Operators for Multicore Processors. SBAC-PAD (2020)
Pablo San Juan, Adrián Castelló, Manuel F. Dolz, Pedro Alonso-Jordá, Enrique S. Quintana-Ortí
High Performance and Portable Convolution Operators for ARM-based Multicore Processors. CoRR (2020)
Adrián Castelló, Manuel F. Dolz, Enrique S. Quintana-Ortí, José Duato
Analysis of model parallelism for distributed neural networks. EuroMPI (2019)
Adrián Castelló, Manuel F. Dolz, Enrique S. Quintana-Ortí, José Duato
Theoretical Scalability Analysis of Distributed Deep Convolutional Neural Networks. CCGRID (2019)
Sandra Catalán, Adrián Castelló, Francisco D. Igual, Rafael Rodríguez-Sánchez, Enrique S. Quintana-Ortí
Programming Parallel Dense Matrix Factorizations with Look-Ahead and OpenMP. CoRR (2018)
Sangmin Seo, Abdelhalim Amer, Pavan Balaji, Cyril Bordage, George Bosilca, Alex Brooks, Philip H. Carns, Adrián Castelló, Damien Genet, Thomas Hérault, Shintaro Iwasaki, Prateek Jindal, Laxmikant V. Kalé, Sriram Krishnamoorthy, Jonathan Lifflander, Huiwei Lu, Esteban Meneses, Marc Snir, Yanhua Sun, Kenjiro Taura, Peter H. Beckman
Argobots: A Lightweight Low-Level Threading and Tasking Framework. IEEE Trans. Parallel Distributed Syst. 29 (3) (2018)
Adrián Castelló, Rafael Mayo, Kevin Sala, Vicenç Beltran, Pavan Balaji, Antonio J. Peña
On the adequacy of lightweight thread approaches for high-level parallel programming models. Future Gener. Comput. Syst. 84 (2018)
Adrián Castelló, Antonio J. Peña, Rafael Mayo, Judit Planas, Enrique S. Quintana-Ortí, Pavan Balaji
Exploring the interoperability of remote GPGPU virtualization using rCUDA and directive-based programming models. J. Supercomput. 74 (11) (2018)
Adrián Castelló, Sangmin Seo, Rafael Mayo, Pavan Balaji, Enrique S. Quintana-Ortí, Antonio J. Peña
GLTO: On the Adequacy of Lightweight Thread Approaches for OpenMP Implementations. ICPP (2017)
Adrián Castelló, Sangmin Seo, Rafael Mayo, Pavan Balaji, Enrique S. Quintana-Ortí, Antonio J. Peña
GLT: A Unified API for Lightweight Thread Libraries. Euro-Par (2017)
Sergio Iserte, Francisco J. Clemente-Castelló, Adrián Castelló, Rafael Mayo, Enrique S. Quintana-Ortí
Enabling GPU Virtualization in Cloud Environments. CLOSER (2) (2016)
Adrián Castelló, Antonio J. Peña, Sangmin Seo, Rafael Mayo, Pavan Balaji, Enrique S. Quintana-Ortí
A Review of Lightweight Thread Approaches for High Performance Computing. CLUSTER (2016)
Adrián Castelló, Antonio J. Peña, Rafael Mayo, Pavan Balaji, Enrique S. Quintana-Ortí
Exploring the Suitability of Remote GPGPU Virtualization for the OpenACC Programming Model Using rCUDA. CLUSTER (2015)
Adrián Castelló, Rafael Mayo, Judit Planas, Enrique S. Quintana-Ortí
Exploiting Task-Parallelism on GPU Clusters via OmpSs and rCUDA Virtualization. TrustCom/BigDataSE/ISPA (3) (2015)
Carlos Reaño, Federico Silla, Adrián Castelló, Antonio J. Peña, Rafael Mayo, Enrique S. Quintana-Ortí, José Duato
Improving the user experience of the rCUDA remote GPU virtualization framework. Concurr. Comput. Pract. Exp. 27 (14) (2015)
Carlos Reaño, Federico Silla, Antonio J. Peña, Gilad Shainer, Scot Schultz, Adrián Castelló, Enrique S. Quintana-Ortí, José Duato
Boosting the performance of remote GPU virtualization using InfiniBand connect-IB and PCIe 3.0. CLUSTER (2014)
Sergio Iserte, Adrián Castelló, Rafael Mayo, Enrique S. Quintana-Ortí, Federico Silla, José Duato, Carlos Reaño, Javier Prades
SLURM Support for Remote GPU Virtualization: Implementation and Performance Study. SBAC-PAD (2014)