Ciaccia, Francesco (Date of defense: 2020-12-04)
Nowadays massive amounts of data are being moved over the Internet thanks to data-hungry applications, Big Data, and multimedia content. Combined with a reduction in cost and augmented reliability for ...
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 ...
Sengupta, Souvik (Date of defense: 2020-10-20)
Technology in the twenty-first century is rapidly developing and driving us into a new smart computing world, and emerging lots of new computing architectures. Fog-to-Cloud (F2C) is among one of them, ...
Ramírez Lazo, Cristóbal (Date of defense: 2022-04-04)
Today there are two main vector processors design trends. On the one hand, we have vector processors designed for long vectors lengths such as the SX-Aurora TSUBASA which implements vector lengths of ...
Keller, Kai Rasmus (Date of defense: 2022-07-01)
With the increasing power of supercomputers, ever more detailed models of physical systems can be simulated, and ever larger problem sizes can be considered for any kind of numerical system. During the ...
Sembroiz Ausejo, David (Date of defense: 2020-03-06)
During many years, people and governments have been warned about the increasing levels of pollution and greenhouse gases (GHG) emissions that are endangering our lives on this planet. The Information ...
Sánchez Verdejo, Rommel (Date of defense: 2022-02-04)
The memory system is a significant contributor for most of the current challenges in computer architecture: application performance bottlenecks and operational costs in large data-centers as HPC ...
Anglada Sánchez, Martí (Date of defense: 2020-06-09)
The computation capabilities of mobile GPUs have greatly evolved in the last generations, allowing real-time rendering of realistic scenes. However, the desire for processing complex environments clashes ...
Dimić, Vladimir (Date of defense: 2020-11-27)
Following Moore's Law, the number of transistors on chip has been increasing exponentially, which has led to the increasing complexity of modern processors. As a result, the efficient programming of ...
Bellver Bueno, Míriam (Date of defense: 2021-03-26)
Computer vision plays a key role in Artificial Intelligence because of the rich semantic information contained in pixels and the ubiquity of cameras nowadays. Multimedia content is on a rise since social ...