High Performance Computing: 8th Latin American Conference, CARLA 2021, Guadalajara, Mexico, October 6-8, 2021, Revised Selected Papers

This book presents revised selected papers from the 8th Latin American High Performance Computing Conference, CARLA 2021, held virtually in Guadalajara, Mexico, due to the COVID-19 pandemic. It includes 16 full papers and 2 short papers on topics such as high performance computing, high performance computing and artificial intelligence, and high performance computing applications.

Format: Paperback / softback
Length: 265 pages
Publication date: 12 April 2022
Publisher: Springer International Publishing AG

The 8th Latin American High Performance Computing Conference (CARLA 2021) was held in Guadalajara, Mexico, in October 2021, amidst the challenges posed by the COVID-19 pandemic. Despite the virtual format, the conference received a remarkable 45 submissions, from which 16 revised full papers and 2 short papers were carefully selected for inclusion in this book. The papers in this volume are organized into three thematic sections: High Performance Computing, High Performance Computing and Artificial Intelligence, and High Performance Computing Applications.

The first section, High Performance Computing, explores the latest advancements in computing technologies, algorithms, and systems that enable high-performance computing. The papers in this section cover a wide range of topics, including parallel computing, distributed computing, cloud computing, and supercomputing. The authors present innovative solutions and techniques for solving complex problems in various fields, such as science, engineering, and finance.

The second section, High Performance Computing and Artificial Intelligence, focuses on the intersection of high-performance computing and artificial intelligence. The papers in this section explore the use of artificial intelligence algorithms and techniques to enhance the performance and efficiency of high-performance computing systems. The authors discuss the challenges and opportunities associated with integrating AI into HPC, such as training large-scale AI models, optimizing algorithms for AI workloads, and developing new AI applications that can leverage the power of HPC.

The third section, High Performance Computing Applications, showcases the real-world applications of high-performance computing in various industries. The papers in this section demonstrate how HPC is being used to solve complex problems, such as climate modeling, drug discovery, and medical imaging. The authors present case studies and examples of how HPC is improving scientific research, engineering design, and business operations.

In conclusion, this book constitutes a valuable resource for researchers, practitioners, and students interested in high-performance computing. The revised selected papers presented at CARLA 2021 cover a wide range of topics and provide insights into the latest advancements and applications of HPC. The virtual format of the conference allowed for the participation of a diverse international audience, contributing to the richness and diversity of the contributions. We hope that this book will inspire further research and development in the field of high-performance computing and contribute to the progress of science and technology in Latin America and beyond.

Weight: 433g
Dimension: 235 x 155 (mm)
ISBN-13: 9783031042089
Edition number: 1st ed. 2022