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020		▼a9783031800849▼9978-3-031-80084-9
024		▼a10.1007/978-3-031-80084-9▼2doi
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245	00	▼aHigh Performance Computing▼h[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		▼atext▼btxt▼2rdacontent
337		▼acomputer▼bc▼2rdamedia
338		▼aonline resource▼bcr▼2rdacarrier
347		▼atext file▼bPDF▼2rda
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 sciences▼xData 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)0000-0002-1346-1143▼1https://orcid.org/0000-0002-1346-1143▼4edt▼4http://id.loc.gov/vocabulary/relators/edt
700		▼aSan Martín, Jaime.▼eeditor.▼0(orcid)0000-0002-9273-5260▼1https://orcid.org/0000-0002-9273-5260▼4edt▼4http://id.loc.gov/vocabulary/relators/edt
700		▼aMeneses, Esteban.▼eeditor.▼0(orcid)0000-0002-4307-6000▼1https://orcid.org/0000-0002-4307-6000▼4edt▼4http://id.loc.gov/vocabulary/relators/edt
700		▼aBarrios Hernández, Carlos Jaime.▼eeditor.▼0(orcid)0000-0003-0133-7214▼1https://orcid.org/0000-0003-0133-7214▼4edt▼4http://id.loc.gov/vocabulary/relators/edt
700		▼aOsthoff, Carla.▼eeditor.▼0(orcid)0000-0002-4694-7182▼1https://orcid.org/0000-0002-4694-7182▼4edt▼4http://id.loc.gov/vocabulary/relators/edt
700		▼aMonsalve Diaz, Jose M.▼eeditor.▼0(orcid)0000-0001-6875-1685▼1https://orcid.org/0000-0001-6875-1685▼4edt▼4http://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

저자명

Guerrero Ginés. editor San Martín Jaime. editor Meneses Esteban. editor Barrios Hernández Carlos Jaime. editor Osthoff Carla. editor Monsalve Diaz Jose M. editor

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.

ISBN

9783031800849

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