Publications

Articles

International Journal Articles: 6

2020

- Nuno Neves and Pedro Tomás and Nuno Roma, Compiler-Assisted Data Streaming for Regular Code Structures, article in IEEE Transactions on Computers, to appear on 2020, IEEE [bibTex]

2019

- João Filipe Dias Guerreiro and Aleksandar Ilic and Nuno Roma and Pedro Tomás, Modeling and Decoupling the GPU Power Consumption for Cross-Domain DVFS, article in IEEE Transactions on Parallel and Distributed Systems vol. 30 (11) pp. 2494-2506, Nov. 2019, IEEE [DOI Article link] [bibTex] [PDF]

2018

- Nuno Neves and Pedro Tomás and Nuno Roma, Stream Data Prefetcher for the GPU Memory Interface, article in Journal of Supercomputing vol. 74 (6) pp. 2314-2328, Jun. 2018, Springer US [DOI Article link] [bibTex] [PDF]
- Lidia Kuan and Frederico Pratas and Leonel Sousa and Pedro Tomás, MrBayes sMC3: Accelerating Bayesian Inference of Phylogenetic Trees, article in International Journal of High Performance Computing Applications vol. 32 (2) pp. 246-265, Feb. 2018, SAGE [DOI Article link] [bibTex]

International Conferences: 5

2020

- Nuno Neves and Pedro Tomás and Nuno Roma, Reconfigurable Streaming Tensor Unit with Variable-Precision Posit Arithmetic, presented at 31st IEEE International Conference on Application-specific Systems, Architectures and Processors (ASAP 2020), May. 2020 [bibTex]
- João Miguel Morgado Pereira Vieira and Nuno Roma and Gabriel Falcao and Pedro Tomás, Processing Convolutional Neural Networks on Cache, presented at International Conference on Acoustics, Speech, and Signal Processing (ICASSP2020), Jan. 2020 [bibTex]

2019

- Pedro Pontes Brito de Sá and Helena Aidos and Nuno Roma and Pedro Tomás, Heart Disease Detection Architecture for Lead I Off-the-Person ECG Monitoring Devices, presented at European Signal Processing Conference (EUSIPCO 2019), Sep. 2019 [bibTex] [PDF]

2018

- João Vieira and Paolo Ienne and Nuno Roma and Gabriel Falcao and Pedro Tomás, Exploiting Compute Caches for Memory Bound Vector Operations, presented at International Symposium on Computer Architecture and High Performance Computing (SBAC-PAD'2018), Sep. 2018 [bibTex] [PDF]
- João Filipe Dias Guerreiro and Aleksandar Ilic and Nuno Roma and Pedro Tomás, GPGPU Power Modeling for Multi-Domain Voltage-Frequency Scaling, presented at 24th International Symposium on High-Performance Computer Architecture (HPCA'2018), Feb. 2018 [DOI Article link] [bibTex] [PDF]

Dissertations

PhD Theses: 1

2019

- Nuno Neves advised by Nuno Roma and Pedro Tomás, Energy-Efficient Computing: Adaptive Structures and Data Management, PhD Thesis at Instituto Superior Técnico, Universidade de Lisboa, Jan. 2019 [bibTex]

MSc Theses: 3

2018

- João Miguel Morgado Pereira Vieira advised by Pedro Tomás and Nuno Roma, Exploiting Processing Near Cache for Memory Bound Vector Operations, MSc Thesis, Nov. 2018 [bibTex]
- Jorge Guilherme Pessoa dos Santos advised by Pedro Tomás and Helena Aidos, Video Compression Using (End-to-End) Deep Learning, MSc Thesis, Nov. 2018 [bibTex]
- Rui de Almeida Torroaes Albuquerque advised by Nuno Roma and Pedro Tomás, Energy-Efficient HEVC Motion Estimation for Mobile Heterogeneous Platforms, MSc Thesis at Universidade de Lisboa, Jun. 2018 [bibTex]