LEADER 04739nam 22007575 450 001 9910637738203321 005 20251225200517.0 010 $a9783031238215 010 $a3031238214 024 7 $a10.1007/978-3-031-23821-5 035 $a(MiAaPQ)EBC7161277 035 $a(Au-PeEL)EBL7161277 035 $a(CKB)25793102900041 035 $a(BIP)86913813 035 $a(BIP)86484252 035 $a(DE-He213)978-3-031-23821-5 035 $a(EXLCZ)9925793102900041 100 $a20221220d2022 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aHigh Performance Computing $e9th Latin American Conference, CARLA 2022, Porto Alegre, Brazil, September 26?30, 2022, Revised Selected Papers /$fedited by Philippe Navaux, Carlos J. Barrios H., Carla Osthoff, Ginés Guerrero 205 $a1st ed. 2022. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2022. 215 $a1 online resource (246 pages) 225 1 $aCommunications in Computer and Information Science,$x1865-0937 ;$v1660 311 08$aPrint version: Navaux, Philippe High Performance Computing Cham : Springer International Publishing AG,c2022 9783031238208 320 $aIncludes bibliographical references and index. 327 $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. 330 $aThis book constitutes the proceedings of the 9th Latin American Conference on High Performance Computing, CARLA 2022, held in Porto Alegre, Brazil, in September 2022. The 16 full papers presented in this volume were carefully reviewed and selected from 56 submissions. CARLA, the Latin American High Performance Computing Conference, is an international academic meeting aimed at providing a forum to foster the growth and strength of the High Performance Computing (HPC) community in Latin America and the Caribbean through the exchange and dissemination of new ideas, techniques, and research in HPC and its application areas. 410 0$aCommunications in Computer and Information Science,$x1865-0937 ;$v1660 606 $aComputer engineering 606 $aComputer networks 606 $aSocial sciences$xData processing 606 $aArtificial intelligence 606 $aMicroprogramming 606 $aComputer input-output equipment 606 $aComputer Engineering and Networks 606 $aComputer Application in Social and Behavioral Sciences 606 $aComputer Engineering and Networks 606 $aArtificial Intelligence 606 $aControl Structures and Microprogramming 606 $aInput/Output and Data Communications 615 0$aComputer engineering. 615 0$aComputer networks. 615 0$aSocial sciences$xData processing. 615 0$aArtificial intelligence. 615 0$aMicroprogramming. 615 0$aComputer input-output equipment. 615 14$aComputer Engineering and Networks. 615 24$aComputer Application in Social and Behavioral Sciences. 615 24$aComputer Engineering and Networks. 615 24$aArtificial Intelligence. 615 24$aControl Structures and Microprogramming. 615 24$aInput/Output and Data Communications. 676 $a004.11 702 o$aNavaux$b Philippe 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910637738203321 996 $aHigh Performance Computing$93000244 997 $aUNINA