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High performance computing = 9th Latin American Conference, CARLA 2022, Porto Alegre, Brazil, September 26-30, 2022 : revised selected papers /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	High performance computing/ edited by Philippe Navaux ... [et al.].
其他題名:	9th Latin American Conference, CARLA 2022, Porto Alegre, Brazil, September 26-30, 2022 : revised selected papers /
其他題名:	CARLA 2022
其他作者:	Navaux, Philippe.
團體作者:	CARLA (Conference)
出版者:	Cham :Springer International Publishing : : 2022.,
面頁冊數:	xii, 233 p. :ill., digital ;24 cm.
內容註:	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.
Contained By:	Springer Nature eBook
標題:	High performance computing - Congresses. -
電子資源:	https://doi.org/10.1007/978-3-031-23821-5
ISBN:	9783031238215

High performance computing = 9th Latin American Conference, CARLA 2022, Porto Alegre, Brazil, September 26-30, 2022 : revised selected papers /
High performance computing9th Latin American Conference, CARLA 2022, Porto Alegre, Brazil, September 26-30, 2022 : revised selected papers /[electronic resource] :CARLA 2022edited by Philippe Navaux ... [et al.]. - Cham :Springer International Publishing :2022. - xii, 233 p. :ill., digital ;24 cm. - Communications in computer and information science,16601865-0937 ;. - Communications in computer and information science ;1660..

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.

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.

ISBN: 9783031238215

Standard No.: 10.1007/978-3-031-23821-5doiSubjects--Topical Terms:

713628
High performance computing
--Congresses.

LC Class. No.: QA76.88

Dewey Class. No.: 004.11

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