High Performance Computing -

High Performance Computing

10th Latin American Conference, CARLA 2023, Cartagena, Colombia, September 18–22, 2023, Revised Selected Papers
Buch | Softcover
XII, 228 Seiten
2024 | 1st ed. 2024
Springer International Publishing (Verlag)
978-3-031-52185-0 (ISBN)
74,89 inkl. MwSt
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.
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.

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.

Erscheinungsdatum
Reihe/Serie Communications in Computer and Information Science
Zusatzinfo XII, 228 p. 88 illus., 66 illus. in color.
Verlagsort Cham
Sprache englisch
Maße 155 x 235 mm
Gewicht 373 g
Themenwelt Mathematik / Informatik Informatik Netzwerke
Informatik Theorie / Studium Künstliche Intelligenz / Robotik
Informatik Weitere Themen Hardware
Sozialwissenschaften
Schlagworte Artificial Intelligence • Cloud Computing • Distributed Systems • Embedded Systems • Microprocessor chips • Neural networks • Parallel Algorithms • Parallel Architectures • parallel processing systems • Parallel Programming • Software Design • Software engineering
ISBN-10 3-031-52185-4 / 3031521854
ISBN-13 978-3-031-52185-0 / 9783031521850
Zustand Neuware
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