LEADER 05565nam 22007935 450 001 9910983373103321 005 20250214115236.0 010 $a9783031800849 010 $a3031800842 024 7 $a10.1007/978-3-031-80084-9 035 $a(MiAaPQ)EBC31908855 035 $a(Au-PeEL)EBL31908855 035 $a(CKB)37527872400041 035 $a(DE-He213)978-3-031-80084-9 035 $a(OCoLC)1500763782 035 $a(EXLCZ)9937527872400041 100 $a20250214d2025 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aHigh Performance Computing $e11th Latin American High Performance Computing Conference, CARLA 2024, Santiago de Chile, Chile, September 30 ? October 4, 2024, Revised Selected Papers /$fedited by Ginés Guerrero, Jaime San Martín, Esteban Meneses, Carlos Jaime Barrios Hernández, Carla Osthoff, Jose M. Monsalve Diaz 205 $a1st ed. 2025. 210 1$aCham :$cSpringer Nature Switzerland :$cImprint: Springer,$d2025. 215 $a1 online resource (466 pages) 225 1 $aCommunications in Computer and Information Science,$x1865-0937 ;$v2270 311 08$a9783031800832 311 08$a3031800834 327 $a -- High Performance Computing Track. -- Impact of job scheduling policy changes on user behaviour and system response: The case of the Santos Dumont supercomputer in Brazil. -- A Study of Performance Portability in Plasma Physics Simulations. -- High performance computing for auto supervised machine learning training: parallel-distributed implementation of the Word2Vec algorithm for training word embeddings. -- A Comprehensive Analysis of Process Energy Consumption on Multi-Socket Systems with GPUs. -- Enhancing Reverse Time Migration Simulations in HPC Systems through I/O and Computation Overlapping. -- Evaluation of Computational and Power Performance in Matrix Multiplication Libraries - MKL Vs cuBLAS. -- A User-centric Evaluation Methodology for Informed Provisioning of High Performance Computing Resources in Academic Institutions. -- EfiMon: A Process Analyser for Granular Power Consumption Prediction. -- Leveraging CPU-FPGA Co-design for Matrix Profile Computation. -- Artificial Intelligence at HPC Scale Track. -- Web system for recognizing actions of physical violence in urban spaces using CNN with Transfer Learning. -- Quantized SG-MCMC for Bayesian Deep Posterior Compression. -- No Plankton Left Behind: Preliminary results on massive plankton image recognition. -- Machine Learning Regression-based Prediction for Improving Performance and Energy Consumption in HPC platforms. -- A new computational framework for crop yield estimation and phenological monitoring. -- Histopathology Image Augmentation through StyleGAN2-ADA. -- High Performance Computing Applications Track. -- Strategies to Reduce Memory Consumption in Software Quantum Computing Simulators. -- Adaptive Edge-Based AIoT Architecture for Efficient Retraining and Sustainable Monitoring of Ephemeral Streams. -- Multi-GPU Tomographic Reconstructions of Large Volumes in the Frequency Domain. -- Accelerating tomographic artifact removal using a multi-GPU system. -- A parallel multi-threading global energy balance for a room thermal analysis in an unsteady state. -- Parallel Computing Strategies in WRF: The Role of MPI, OpenMP, & NUMA Affinity. 330 $aThis book constitutes the refereed revised selected papers of the 11th Latin American Conference on High Performance Computing, CARLA 2024, held in Santiago de Chile, Chile, during September 30?October 4, 2024. The 21 full papers included in this book were carefully reviewed and selected from 42 submissions. They were organized in topical sections as follows: High Performance Computing Track; Artificial Intelligence at HPC Scale Track; High Performance Computing Applications Track. 410 0$aCommunications in Computer and Information Science,$x1865-0937 ;$v2270 606 $aComputer engineering 606 $aComputer networks 606 $aArtificial intelligence 606 $aSocial sciences$xData processing 606 $aMicroprogramming 606 $aComputer input-output equipment 606 $aComputer Engineering and Networks 606 $aArtificial Intelligence 606 $aComputer Application in Social and Behavioral Sciences 606 $aControl Structures and Microprogramming 606 $aInput/Output and Data Communications 615 0$aComputer engineering. 615 0$aComputer networks. 615 0$aArtificial intelligence. 615 0$aSocial sciences$xData processing. 615 0$aMicroprogramming. 615 0$aComputer input-output equipment. 615 14$aComputer Engineering and Networks. 615 24$aArtificial Intelligence. 615 24$aComputer Application in Social and Behavioral Sciences. 615 24$aControl Structures and Microprogramming. 615 24$aInput/Output and Data Communications. 676 $a621.39 676 $a004.6 700 $aGuerrero$b Ginés$01784811 701 $aSan Marti?n$b Jaime$0721503 701 $aMeneses$b Esteban$01592068 701 $aBarrios Hernandez$b Carlos Jaime$01784812 701 $aOsthoff$b Carla$01784813 701 $aMonsalve Diaz$b Jose M$01592070 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910983373103321 996 $aHigh Performance Computing$94316360 997 $aUNINA