High Performance Computing: 9th Latin American Conference, CARLA 2022, Porto Alegre, Brazil, September 26-30, 2022, Revised Selected Papers - Softcover
Synopsis
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.
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