國立高雄大學圖資館 |

Language: English

Back

High performance computing11th Latin American High Performance Computing Conference, CARLA 2024, Santiago de Chile, Chile, September 30 - October, 2024 : revised selected papers /

Record Type:	Electronic resources : Monograph/item
Title/Author:	High performance computingedited by Ginés Guerrero ... [et al.].
Reminder of title:	11th Latin American High Performance Computing Conference, CARLA 2024, Santiago de Chile, Chile, September 30 - October, 2024 : revised selected papers /
remainder title:	CARLA 2024
other author:	Guerrero, Ginés.
corporate name:
Published:	Cham :Springer Nature Switzerland :2025.
Description:	xv, 334 p. :ill. (chiefly color), digital ;24 cm.
Contained By:	Springer Nature eBook
Subject:	High performance computingCongresses.
Online resource:	https://doi.org/10.1007/978-3-031-80084-9
ISBN:	9783031800849$q(electronic bk.)

High performance computing11th Latin American High Performance Computing Conference, CARLA 2024, Santiago de Chile, Chile, September 30 - October, 2024 : revised selected papers /
High performance computing11th Latin American High Performance Computing Conference, CARLA 2024, Santiago de Chile, Chile, September 30 - October, 2024 : revised selected papers /[electronic resource] :CARLA 2024edited by Ginés Guerrero ... [et al.]. - Cham :Springer Nature Switzerland :2025. - xv, 334 p. :ill. (chiefly color), digital ;24 cm. - Communications in computer and information science,22701865-0937 ;. - Communications in computer and information science ;229..

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.

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.

ISBN: 9783031800849$q(electronic bk.)

Standard No.: 10.1007/978-3-031-80084-9doiSubjects--Topical Terms:

384560
High performance computing
--Congresses.

LC Class. No.: QA76.88

Dewey Class. No.: 004.11

High performance computing11th Latin American High Performance Computing Conference, CARLA 2024, Santiago de Chile, Chile, September 30 - October, 2024 : revised selected papers /
LDR:03863nmm a2200349 a 4500 001 679544
003 DE-He213
005 20250214115236.0
006 m d
007 cr nn 008maaau
008 251110s2025 sz s 0 eng d
020 $a 9783031800849$q(electronic bk.)
020 $a 9783031800832$q(paper)
024 7 $a 10.1007/978-3-031-80084-9 $2 doi
035 $a 978-3-031-80084-9
040 $a GP $c GP
041 0 $a eng
050 4 $a QA76.88
072 7 $a UK $2 bicssc
072 7 $a COM067000 $2 bisacsh
072 7 $a UK $2 thema
082 0 4 $a 004.11 $2 23
090 $a QA76.88 $b .C278 2024
111 2 $n (3rd : $d 1998 : $c Amsterdam, Netherlands) $3 194767
245 1 0 $a High performance computing $h [electronic resource] : $b 11th Latin American High Performance Computing Conference, CARLA 2024, Santiago de Chile, Chile, September 30 - October, 2024 : revised selected papers / $c edited by Ginés Guerrero ... [et al.].
246 3 $a CARLA 2024
260 $a Cham : $b Springer Nature Switzerland : $b Imprint: Springer, $c 2025.
300 $a xv, 334 p. : $b ill. (chiefly color), digital ; $c 24 cm.
490 1 $a Communications in computer and information science, $x 1865-0937 ; $v 2270
505 0 $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 $a 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.
650 0 $a High performance computing $v Congresses. $3 384560
650 1 4 $a Computer Engineering and Networks. $3 913124
650 2 4 $a Artificial Intelligence. $3 212515
650 2 4 $a Computer Application in Social and Behavioral Sciences. $3 913134
650 2 4 $a Control Structures and Microprogramming. $3 274663
650 2 4 $a Input/Output and Data Communications. $3 274473
700 1 $a Guerrero, Ginés. $3 992475
710 2 $a SpringerLink (Online service) $3 273601
773 0 $t Springer Nature eBook
830 0 $a Communications in computer and information science ; $v 229. $3 547963
856 4 0 $u https://doi.org/10.1007/978-3-031-80084-9
950 $a Computer Science (SpringerNature-11645)