High Performance Computing
Editat de Carlos J. Barrios H., Silvio Rizzi, Esteban Meneses, Esteban Mocskos, Jose M. Monsalve Diaz, Javier Montoyaen Limba Engleză Paperback – 28 ian 2024
The 14 full papers included in this book were carefully reviewed and selected from 26 submissions. They were organized in topical sections as follows: High Performance Computing (HPC), Artificial Intelligence using HPC Scale and High Performance Computing Applications.
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Specificații
ISBN-13: 9783031521850
ISBN-10: 3031521854
Pagini: 240
Ilustrații: XII, 228 p. 88 illus., 66 illus. in color.
Dimensiuni: 155 x 235 x 14 mm
Greutate: 0.37 kg
Ediția:1st edition 2024
Editura: Springer
Locul publicării:Cham, Switzerland
ISBN-10: 3031521854
Pagini: 240
Ilustrații: XII, 228 p. 88 illus., 66 illus. in color.
Dimensiuni: 155 x 235 x 14 mm
Greutate: 0.37 kg
Ediția:1st edition 2024
Editura: Springer
Locul publicării:Cham, Switzerland
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Cuprins
High Performance Computing (HPC).- Evaluation of Alternatives to Accelerate Scientific Numerical Calculations on Graphics Processing Units using Python.- Enhancing a GPU-based wave propagation application through loop tiling and loop fission optimizations.- Acceleration of high dimensional quantum simulator QuantumSkynet.- Multi-objective analysis of power consumption and quality of service in datacenters for effective demand response.- Enhancing the sparse matrix storage using reordering techniques.- Towards Fault Tolerance and Resilience in the Sequential Codelet Model.- Artificial Intelligence using HPC Scale.- Parallel-distributed implementation of the Lipizzaner framework for multiobjective coevolutionary training of Generative Adversarial Networks.- Provenance-based Dynamic Fine-Tuning of Cross-Silo Federated Learning.- High Performance Computing Applications.- A GPU Numerical Implementation of a 2D SimplifiedWildfire Spreading Model.- Towards a Multi-GPU Implementation of a Seismic Application.- What does a Nation-Wide Digital Nervous System use of an Operating System?.- The Impact of CUDA Execution Configuration Parameters on the Performance and Energy of a Seismic Application.- High-Performance Computing for Astrophysical Simulations and Astroparticle Observations.- Parallel Hybrid-Heterogeneous Single Value Decomposition Factorization.- Improvement of the Simulation of The Degradation of Reinforced Concrete in Saltwater Environments Using Directives.