Machine Learning

Transferable Machine Learning Models for Performance Modeling

This work is about applying machine learning to generate transferable models for performance estimation for CPUs.

Nuno M.C. Paulino

Oct 26, 2021 Thesis

A Machine Learning Model for Indoor Positioning of Bluetooth Receivers

This work is about applying machine learning to indoor location and tracking.

Nuno M.C. Paulino

Oct 20, 2021 Thesis

Performance Modeling for HPC through Machine Learning from Source Code

This work is about applying machine learning to performance modeling of applications on different targets.

Nuno M.C. Paulino

Oct 20, 2021 Thesis

Runtime Management of Heterogeneous Compute Resources in Embedded Systems

This major objective of this thesis is to design and implement a runtime software and/or hardware mechanism capable of determining which accelerators should be loaded onto the FPGA, and when they should be loaded.

Nuno M.C. Paulino

Sep 1, 2021 Thesis