Mena-Yedra, Rafael (Date of defense: 2020-03-06)
This thesis has addressed the design and development of an integrated system for real-time traffic forecasting based on machine learning methods. Although traffic prediction has been the driving motivation ...
Garcia Gasulla, Marta (Date of defense: 2017-04-18)
It is well known that load imbalance is a major source of efficiency loss in HPC (High Performance Computing) environments. The load imbalance problem has very different sources, from static ones related ...
Camargo Forero, Leonardo (Date of defense: 2019-10-25)
Supercomputing, also known as High Performance Computing (HPC), is almost everywhere (ubiquitous), from the small widget in your phone telling you that today will be a sunny day, up to the next great ...
Duatis Juárez, Jordi (Date of defense: 2016-02-05)
The aim of this work is to improve the reliability and safety of complex critical control systems by contributing to the systematic application of fault diagnosis. In order to ease the utilization of ...
Castillo Reyes, Octavio (Date of defense: 2017-10-23)
Electromagnetic methods (EM) are an invaluable research tool in geophysics whose relevance has increased rapidly in recent years due to its wide industrial adoption. In particular, the forward modelling ...
König, Caroline Leonore (Date of defense: 2018-10-30)
G protein-coupled receptors (GPCRs) are cell membrane proteins with a key role in regulating the function of cells. This is the result of their ability to transmit extracellular signals, which makes ...
Jurado Gómez, Sergio (Date of defense: 2020-12-21)
We are facing a global climate crisis that is demanding a change in the status quo of how we produce, distribute and consume energy. In the last decades, this is being redefined through Smart Grids(SG), ...
Agirre Troncoso, Irune (Date of defense: 2018-07-02)
An increasing variety of emerging systems relentlessly replaces or augments the functionality of mechanical subsystems with embedded electronics. For quantity, complexity, and use, the safety of such ...
Subasi, Omer (Date of defense: 2016-10-27)
As high performance computing (HPC) systems continue to grow, their fault rate increases. Applications running on these systems have to deal with rates on the order of hours or days. Furthermore, some ...
Jiménez Agudelo, Yury Andrea (Date of defense: 2016-07-06)
The simplicity of Internet design has led to enormous growth and innovation. In recent decades several network technologies, services and applications have appeared, which demand specific network ...