Njoroge Kahira, Albert (Date of defense: 2021-07-30)
Deep Learning has achieved outstanding results in many fields and led to groundbreaking discoveries. With the steady increase in datasets and model sizes, there has been a recent surge in Machine Learning ...
Elshazly, Hatem Mohamed Abdelfattah Eid (Date of defense: 2021-01-28)
This thesis contributes from the perspective of task-based programming models to the efforts of optimizing I/O intensive applications. Throughout this thesis, we propose programming model abstractions ...