ListarTeses de doutoramento por tema "Programación paralela (Informática)"
Mostrando ítems 1-7 de 7
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Application-level Fault Tolerance and Resilience in HPC Applications
(2018)[Resumo] As necesidades computacionais das distintas ramas da ciencia medraron enormemente nos últimos anos, o que provocou un gran crecemento no rendemento proporcionado polos supercomputadores. Cada vez constrúense ... -
Compiler assisted chekpointing of message-passing applications in heterogeneous environments
(2008)[Resumen] With the evolution of high performance computing towards heterogeneous, massively parallel systems, parallel applications have developed new checkpoint and restart necessities, Whether due to a failure in ... -
New scalable machine learning methods: beyond classification and regression
(2019)[Abstract] The recent surge in data available has spawned a new and promising age of machine learning. Success cases of machine learning are arriving at an increasing rate as some algorithms are able to leverage immense ... -
Optimization in computational systems biology via high performance computing techniques
(2017)[Resumo] O obxectivo da bioloxía de sistemas computacional é xerar coñecemento sobre complexos sistemas biolóxicos a través da combinación de datos experimentais con modelos matemáticos e técnicas avanzadas de computación. ... -
Parallel prefix operations on heterogeneous platforms
(2018)[Resumo] As tarxetas gráficas, coñecidas como GPUs, aportan grandes vantaxes no rendemento computacional e na eficiencia enerxética, sendo un piar clave para a computación de altas prestacións (HPC). Sen embargo, esta ... -
Profiling of parallel programs in a non-strict functional language
(2015)[Abstract] Purely functional programming languages offer many benefits to parallel programming. The absence of side effects and the provision for higher-level abstractions eases the programming effort. In particular, ... -
Tools for improving performance portability in heterogeneous environments
(2017)[Abstract] Parallel computing is currently partially dominated by the availability of heterogeneous devices. These devices differ from each other in aspects such as the instruction set they execute, the number and the ...