High Performance Computing (eBook, PDF)

10th Latin American Conference, CARLA 2023, Cartagena, Colombia, September 18-22, 2023, Revised Selected Papers
Redaktion: Barrios H., Carlos J.; Montoya, Javier; Monsalve Diaz, Jose M.; Mocskos, Esteban; Meneses, Esteban; Rizzi, Silvio

• Format: PDF

Produktbeschreibung

This book constitutes the refereed revised selected papers of the 10th Latin American Conference on High Performance Computing, CARLA 2023, held in Cartagena, Colombia, during September 18-22, 2023.

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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Produktdetails

• Verlag: Springer International Publishing
• Seitenzahl: 228
• Erscheinungstermin: 27. Januar 2024
• Englisch
• ISBN-13: 9783031521867
• Artikelnr.: 69863479

Inhaltsangabe

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.

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