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High Performance Computing in Clouds

Name: High Performance Computing in Clouds
Brand: Springer, Berlin
SKU: 9783031297687
Price: 994.8 RON
Availability: InStock

Moving Applications to a Scalable and Cost Effective Environment

Autor: Edson Borin, Lúcia Maria A. Drummond, Jean-Luc Gaudiot, Alba Melo, Maicon Melo Alves, Philippe Olivier Alexandre Navaux

Limbă:

Legare: Copertă tare

Editura: Springer, Berlin

Disponibilitate: În depozitul extern

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This book brings a thorough explanation on the path needed to use cloud computing technologies to ru...

Informații despre carte

Autor

Edson Borin, Lúcia Maria A. Drummond, Jean-Luc Gaudiot, Alba Melo, Maicon Melo Alves, Philippe Olivier Alexandre Navaux

Limbă

engleză

Legare

Carte - Copertă tare

Publicat

2023

Pagini

338

EAN

9783031297687

Enbook ID

43050106

Editura

Springer, Berlin

Greutate

666

Dimensiuni

155 x 235

Descriere completă

This book brings a thorough explanation on the path needed to use cloud computing technologies to run High-Performance Computing (HPC) applications. Besides presenting the motivation behind moving HPC applications to the cloud, it covers both essential and advanced issues on this topic such as deploying HPC applications and infrastructures, designing cloud-friendly HPC applications, and optimizing a provisioned cloud infrastructure to run this family of applications. Additionally, this book also describes the best practices to maintain and keep running HPC applications in the cloud by employing fault tolerance techniques and avoiding resource wastage. To give practical meaning to topics covered in this book, it brings some case studies where HPC applications, used in relevant scientific areas like Bioinformatics and Oil and Gas industry were moved to the cloud. Moreover, it also discusses how to train deep learning models in the cloud elucidating the key components and aspects necessary to train these models via different types of services offered by cloud providers.Despite the vast bibliography about cloud computing and HPC, to the best of our knowledge, no existing manuscript has comprehensively covered these topics and discussed the steps, methods and strategies to execute HPC applications in clouds. Therefore, we believe this title is useful for IT professionals and students and researchers interested in cutting-edge technologies, concepts, and insights focusing on the use of cloud technologies to run HPC applications.

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High Performance Computing in Clouds

Moving Applications to a Scalable and Cost Effective Environment

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