Publications
Filter Publications: 2018 - 2020
Articles
International Journal Articles: 6
2020
- , Compiler-Assisted Data Streaming for Regular Code Structures, article in IEEE Transactions on Computers, to appear on 2020, IEEE [bibTex]
2019
- , GPU Static Modeling using PTX and Deep Structured Learning, article in IEEE Access vol. 7 (1) pp. 159150-15916, Dec. 2019, IEEE [DOI Article link] [bibTex] [PDF]
- , 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]
- , DVFS-Aware Application Classification to improve GPGPUs Energy Efficiency, article in Parallel Computing vol. 83 pp. 93-117, Apr. 2019, Elsevier [DOI Article link] [Supplementary Material] [bibTex] [PDF]
2018
- , 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]
- , 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: 8
2020
- , Dynamic Fused Multiply-Accumulate Posit Unit With Variable Exponent Size For Low-Precision DSP Applications, presented at IEEE International Workshop on Signal Processing Systems (SIPS 2020), Jul. 2020 [bibTex]
- , End-to-End Learning of Video Compression Using Spatio-Temporal Autoencoders, presented at IEEE International Workshop on Signal Processing Systems, Jul. 2020 [bibTex]
- , Neighborhood-Aware Autoencoder for Missing Value Imputation, presented at 28th European Signal Processing Conference, Jul. 2020 [bibTex]
- , 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]
- , Processing Convolutional Neural Networks on Cache, presented at International Conference on Acoustics, Speech, and Signal Processing (ICASSP2020), Jan. 2020 [bibTex]
2019
- , 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
- , 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]
- , 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
- 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
- advised by Pedro Tomás and Nuno Roma, Exploiting Processing Near Cache for Memory Bound Vector Operations, MSc Thesis, Nov. 2018 [bibTex]
- advised by Pedro Tomás and Helena Aidos, Video Compression Using (End-to-End) Deep Learning, MSc Thesis, Nov. 2018 [bibTex]
- 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]