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020 a97830318008499978-3-031-80084-9
024 a10.1007/978-3-031-80084-92doi
040 a221008
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245 00 aHigh Performance Computingh[electronic resource] :b11th Latin American High Performance Computing Conference, CARLA 2024, Santiago de Chile, Chile, September 30 – October 4, 2024, Revised Selected Papers /cedited by Ginés Guerrero, Jaime San Martín, Esteban Meneses, Carlos Jaime Barrios Hernández, Carla Osthoff, Jose M. Monsalve Diaz.
250 a1st ed. 2025.
264 aCham :bSpringer Nature Switzerland :bImprint: Springer,c2025.
300 aXV, 334 p. 147 illus., 138 illus. in color.bonline resource.
336 atextbtxt2rdacontent
337 acomputerbc2rdamedia
338 aonline resourcebcr2rdacarrier
347 atext filebPDF2rda
490 aCommunications in Computer and Information Science,x1865-0937 ;v2270
505 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.
520 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.
650 aComputer engineering.
650 aComputer networks .
650 aArtificial intelligence.
650 aSocial sciencesxData processing.
650 aMicroprogramming .
650 aComputer input-output equipment.
650 aComputer Engineering and Networks.
650 aArtificial Intelligence.
650 aComputer Application in Social and Behavioral Sciences.
650 aControl Structures and Microprogramming.
650 aInput/Output and Data Communications.
700 aGuerrero, Ginés.eeditor.0(orcid)0000-0002-1346-11431https://orcid.org/0000-0002-1346-11434edt4http://id.loc.gov/vocabulary/relators/edt
700 aSan Martín, Jaime.eeditor.0(orcid)0000-0002-9273-52601https://orcid.org/0000-0002-9273-52604edt4http://id.loc.gov/vocabulary/relators/edt
700 aMeneses, Esteban.eeditor.0(orcid)0000-0002-4307-60001https://orcid.org/0000-0002-4307-60004edt4http://id.loc.gov/vocabulary/relators/edt
700 aBarrios Hernández, Carlos Jaime.eeditor.0(orcid)0000-0003-0133-72141https://orcid.org/0000-0003-0133-72144edt4http://id.loc.gov/vocabulary/relators/edt
700 aOsthoff, Carla.eeditor.0(orcid)0000-0002-4694-71821https://orcid.org/0000-0002-4694-71824edt4http://id.loc.gov/vocabulary/relators/edt
700 aMonsalve Diaz, Jose M.eeditor.0(orcid)0000-0001-6875-16851https://orcid.org/0000-0001-6875-16854edt4http://id.loc.gov/vocabulary/relators/edt
710 aSpringerLink (Online service)
773 tSpringer Nature eBook
776 iPrinted edition:z9783031800832
776 iPrinted edition:z9783031800856
830 aCommunications in Computer and Information Science,x1865-0937 ;v2270
856 uhttps://doi.org/10.1007/978-3-031-80084-9
912 aZDB-2-SCS
912 aZDB-2-SXCS
950 aComputer Science (SpringerNature-11645)
950 aComputer Science (R0) (SpringerNature-43710)
High Performance Computing[electronic resource] :11th Latin American High Performance Computing Conference, CARLA 2024, Santiago de Chile, Chile, September 30 – October 4, 2024, Revised Selected Papers /edited by Ginés Guerrero, Jaime San Martín, Esteban Meneses, Carlos Jaime Barrios Hernández, Carla Osthoff, Jose M. Monsalve Diaz
종류
전자책
서명
High Performance Computing[electronic resource] :11th Latin American High Performance Computing Conference, CARLA 2024, Santiago de Chile, Chile, September 30 – October 4, 2024, Revised Selected Papers /edited by Ginés Guerrero, Jaime San Martín, Esteban Meneses, Carlos Jaime Barrios Hernández, Carla Osthoff, Jose M. Monsalve Diaz
판 사항
1st ed. 2025.
형태사항
XV, 334 p 147 illus, 138 illus in color online resource.
주기사항
This 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.
내용주기
/ 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.
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