Supervisions

MSc Theses

MSc Theses: 12

2022

Deep Learning based Side Channel Attacks on Intel CPU
MSc Thesis at IST, Dec. 2022 [bibTex]
Emerging Intel CPU+GPU Systems: Demystifying the Execution Bottlenecks
MSc Thesis at IST, Nov. 2022 [bibTex]
Machine learning and Artificial Intelligence for Higher-Order Epistasis Detection
MSc Thesis at IST, Nov. 2022 [bibTex]
DPHDC: A Data Parallel framework for Hyperdimensional Computing
MSc Thesis at IST, Oct. 2022 [bibTex]
Sparse Transformers for Deep Learning Interpretability in High Order Epistasis Detection
MSc Thesis, Oct. 2022 [bibTex]

2021

High-Performance Machine Learning in Biomedicine: Towards Efficient Epistasis Detection
MSc Thesis, Dec. 2021 [bibTex]
Bernardo Ferreira Mendes Cotovio de Bastos
Advisors: Aleksandar Ilic and Sergio Santander-Jiménez
Sensitivity Analysis for Deep Learning Models Interpretability in Epistasis Detection
MSc Thesis at IST, Nov. 2021 [bibTex]
Roofline Analysis and Performance Characterization for Intel Integrated GPUs
MSc Thesis, Sep. 2021 [bibTex]
Hacking the System from Within
MSc Thesis, Mar. 2021 [bibTex]
Advisors: Aleksandar Ilic and Sergio Santander-Jiménez
"PhyloMissForest: a framework to construct phylogenetic trees with missing data"
MSc Thesis at IST, Feb. 2021 [bibTex]
FPGA-Based Accelerator for High-Order Epistasis Detection
MSc Thesis, Feb. 2021 [bibTex]
Exploring processor frontend capabilities via micro-benchmarking
MSc Thesis, Jan. 2021 [bibTex]