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 ...
Garcia Gasulla, Dario (Date of defense: 2015-04-23)
The first chapter introduces an approach to machine learning (ML) were data is understood as a network of connected entities. This strategy seeks inter-entity information for knowledge discovery, in ...
Rozo, Leonel (Date of defense: 2013-06-11)
One of the main challenges in Robotics is to develop robots that can interact with humans in a natural way, sharing the same dynamic and unstructured environments. Such an interaction may be aimed at ...
Jokanović, Ana (Date of defense: 2014-12-19)
Network interference of nearby jobs has been recently identified as the dominant reason for the high performance variability of parallel applications running on High Performance Computing (HPC) systems. ...
Rabiei, Nima (Date of defense: 2014-10-27)
Limit analysis is relevant in many practical engineering areas such as the design of mechanical structure or the analysis of soil mechanics. The theory of limit analysis assumes a rigid, perfectly-plastic ...
Mosella Montoro, Albert (Date of defense: 2023-02-22)
(English) Deep Learning allows the extraction of complex features directly from raw input data, eliminating the need for hand-crafted features from the classical Machine Learning pipeline. This new ...
Zambrana Seguí, Maria del Carme (Date of defense: 2023-11-21)
(English) High-throughput omics technologies produce large-scale heterogeneous data that provide complementary views of the underlying complexity of the studied organism. To exploit these new data to ...
Renedo Mirambell, Martí (Date of defense: 2023-03-28)
(English) This thesis presents a systematic approach to validate the results of clustering methods on weighted networks, particularly for the cases where the existence of a community structure is unknown. ...
Cardona Nadal, Jordi (Date of defense: 2023-04-03)
(English) In the last decade performance needs in Critical Real-Time Embedded Systems (CRTES) domains like automotive, avionics, railway or space have been steadily on the rise due to the unprecedented ...