Ramón-Cortés Vilarrodona, Cristián (Date of defense: 2020-09-21)
Data Science workflows have become a must to progress in many scientific areas such as life, health, and earth sciences. In contrast to traditional HPC workflows, they are more heterogeneous; combining ...
Benedicte Illescas, Pedro (Date of defense: 2022-04-07)
Future Critical Real-Time Embedded Systems (CRTES), like those is planes, cars or trains, require more and more guaranteed performance in order to satisfy the increasing performance demands of advanced ...
Mahdavi, Kaveh (Date of defense: 2022-07-28)
Clustering analysis is widely used to stratify data in the same cluster when they are similar according to the specific metrics. We can use the cluster analysis to group the CPU burst of a parallel ...
Gómez Crespo, Constantino (Date of defense: 2022-05-23)
The landscape of High Performance Computing (HPC) system architectures keeps expanding with new technologies and increased complexity. To improve the efficiency of next-generation compute devices, ...
Campos Camúñez, Víctor (Date of defense: 2020-12-22)
Deep learning has revolutionized the field of artificial intelligence in the past decade. Although the development of these techniques spans over several years, the recent advent of deep learning is ...
D'Amico, Marco (Date of defense: 2021-06-10)
In recent years, high-performance computing research became essential in pushing the boundaries of what men can know, predict, achieve, and understand in the experimented reality. HPC Workloads grow ...
Maroñas, Marcos (Date of defense: 2021-02-17)
High Performance Computing (HPC) systems have been evolving over time to adapt to the scientific community requirements. We are currently approaching to the Exascale era. Exascale systems will incorporate ...
Naro, Daniel (Date of defense: 2020-05-15)
There are new mechanisms to sequence and process the genomic code, discovering thus diagnostic tools and treatments. The file for a sequenced genome can reach hundreds of gigabytes. Thus, for further ...
Caheny, Paul (Date of defense: 2020-12-22)
In the middle of the 2000s a fundamental change of course occurred in computer architecture because techniques such as frequency scaling and instruction level parallelism were providing rapidly diminishing ...
Peredo Andrade, Oscar Francisco (Date of defense: 2022-06-09)
Classical geostatistical methods are based on the hypothesis of stationarity, which allows to apply repetitive sampling in different locations of the spatial domain, in order to obtain enough information ...