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245 1 0 _aHigh Performance Computing
_h[electronic resource] :
_b9th Latin American Conference, CARLA 2022, Porto Alegre, Brazil, September 26–30, 2022, Revised Selected Papers /
_cedited by Philippe Navaux, Carlos J. Barrios H., Carla Osthoff, Ginés Guerrero.
250 _a1st ed. 2022.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2022.
300 _aXII, 233 p. 98 illus., 86 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
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347 _atext file
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490 1 _aCommunications in Computer and Information Science,
_x1865-0937 ;
_v1660
505 0 _aA 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.
520 _aThis 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.
650 0 _aComputer engineering.
650 0 _aComputer networks .
650 0 _aSocial sciences
_xData processing.
650 0 _aArtificial intelligence.
650 0 _aMicroprogramming .
650 0 _aComputer input-output equipment.
650 1 4 _aComputer Engineering and Networks.
650 2 4 _aComputer Application in Social and Behavioral Sciences.
650 2 4 _aComputer Engineering and Networks.
650 2 4 _aArtificial Intelligence.
650 2 4 _aControl Structures and Microprogramming.
650 2 4 _aInput/Output and Data Communications.
700 1 _aNavaux, Philippe.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aBarrios H., Carlos J.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aOsthoff, Carla.
_eeditor.
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700 1 _aGuerrero, Ginés.
_eeditor.
_4edt
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710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
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776 0 8 _iPrinted edition:
_z9783031238222
830 0 _aCommunications in Computer and Information Science,
_x1865-0937 ;
_v1660
856 4 0 _uhttps://doi.org/10.1007/978-3-031-23821-5
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