High Performance Computing -

High Performance Computing

9th Latin American Conference, CARLA 2022, Porto Alegre, Brazil, September 26–30, 2022, Revised Selected Papers
Buch | Softcover
XII, 233 Seiten
2022 | 1st ed. 2022
Springer International Publishing (Verlag)
978-3-031-23820-8 (ISBN)
69,54 inkl. MwSt
This book constitutes the proceedings of the 9th Latin American Conference on High Performance Computing, CARLA 2022, held in Porto Alegre, Brazil, in September 2022. 

The 16 full papers presented in this volume were carefully reviewed and selected from 56 submissions.
CARLA, the Latin American High Performance Computing Conference, is an international academic meeting aimed at providing a forum to foster the growth and strength of the High Performance Computing (HPC) community in Latin America and the Caribbean through the exchange and dissemination of new ideas, techniques, and research in HPC and its application areas.

A Comparative Evaluation of Parallel Programming Python Tools for Particle-in-cell on Symmetric Multiprocessors.- Accelerating GNN Training on CPU+Multi-FPGA Heterogeneous Platform.- Implementing a GPU-Portable Field Line Tracing Application with OpenMP Offload.- Quantitative Characterization of Scientific Computing Clusters.- Towards parameter-based profiling for MARE2DEM performance modeling.- Time-Power-Energy Balance of BLAS kernels in modern FPGAs.- Improving Boundary Layer Predictions Using Parametric Physics-Aware Neural Networks.- Towards Fire Identification Model in Satellite Images Using HPC Embedded Systems and AI.- A Machine Learning-based Missing Data Imputation with FHIR Interoperability Approach in Sepsis Prediction.- Understanding the Energy Consumption of HPC Scale Artificial Intelligence.- Tracking the COVID-19 Emotional Response in Mexico.- Multi-GPU 3-D Reverse Time Migration with Minimum I/O.- ParslRNA-Seq: an efficient and scalable RNAseq analysis workflow for studies of differentiated gene expression.- Refactoring an electric-market simulation software for massively parallel computations.- Nearly Quantum Computing by Simulation.- Functionality testing in the automation of scientific application workflows in an HPC environment.

Erscheinungsdatum
Reihe/Serie Communications in Computer and Information Science
Zusatzinfo XII, 233 p. 98 illus., 86 illus. in color.
Verlagsort Cham
Sprache englisch
Maße 155 x 235 mm
Gewicht 385 g
Themenwelt Informatik Theorie / Studium Künstliche Intelligenz / Robotik
Informatik Weitere Themen Hardware
Sozialwissenschaften
Schlagworte Applications • Artificial Intelligence • Cloud Computing • Computer Hardware • computer programming • Computer Science • Computer systems • conference proceedings • Databases • distributed computer systems • Distributed Systems • Education • Embedded Systems • Engineering • Informatics • Mathematics • Microprocessor chips • Parallel Algorithms • Parallel Architectures • parallel processing systems • Parallel Programming • Processors • Research • Signal Processing
ISBN-10 3-031-23820-6 / 3031238206
ISBN-13 978-3-031-23820-8 / 9783031238208
Zustand Neuware
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