Supervision

MSc theses

Alícia Oliveira. Correction of Motion Artifacts using Deep Learning in High-Performance Computing. Co-advised with António Sousa and Beatriz Cepa. University of Minho. (Ongoing)
Diana Rodrigues. GPU energy control for Deep Learning systems. Co-advised with Ricardo Macedo and António Sousa, University of Minho. (Ongoing)
Mariana Amorim. Energy control system for disaggregated storage resources. Co-advised with João Paulo and Ricardo Macedo, University of Minho. (Ongoing)
José Fernandes. Comprehensive study of the energy impact of key-value stores. Co-advised with Ricardo Macedo and António Sousa, University of Minho. (Ongoing)
Sara Pereira. Energy Control System for Large-Scale Infrastructures. Co-advised with Ricardo Macedo and Carlos Baquero, University of Porto. (Ongoing)
Francisco Neves. Heterogeneous Storage Solution for Deep Learning Frameworks. Co-advised with João Paulo and Ricardo Macedo, University of Minho. (Ongoing)

Maria Beatriz Moreira. “I/O Optimizations for Distributed Deep Learning Training”. Co-advised with João Paulo and Ricardo Macedo. University of Minho*
Luís Branco. Integration of Distributed Deep Learning in MCC application. Co-advised with António Sousa and Beatriz Cepa. (Ongoing)

Beatriz Cepa. Deep Learning for Image Generation Using HPC. Co-advised with António Sousa. University of Minho.
Beatriz Soares. A Web and Machine Learning-based DICOM Image Tool. Co-advised with António Sousa. University of Minho.
João Alves.* Cloud-based Healthcare Application with Privacy-preserving Analytics. Co-advised with António Sousa. University of Minho.

Ana Cláudia Abreu. Distributed Deep Learning Approach for Epilepsy Detection on EEG signals. Co-advised with António Sousa. University of Minho.

Margarida Machado. Distributed Deep Learning For Sleep Apnea Detection on ECG signals. Co-advised with António Sousa. University of Minho.

Diana Rodrigues, José Fernandes and Mariana Amorim. Monitoring Energy Consumption with Fine-Granularity in Data-centric Applications. Co-advised with António Sousa and Ricardo Macedo, University of Minho