High Performance Computing in Clouds

preview-18
  • High Performance Computing in Clouds Book Detail

  • Author : Edson Borin
  • Release Date : 2023-07-05
  • Publisher : Springer Nature
  • Genre : Computers
  • Pages : 337
  • ISBN 13 : 3031297695
  • File Size : 78,78 MB

High Performance Computing in Clouds by Edson Borin PDF Summary

Book Description: 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.

Disclaimer: www.yourbookbest.com does not own High Performance Computing in Clouds books pdf, neither created or scanned. We just provide the link that is already available on the internet, public domain and in Google Drive. If any way it violates the law or has any issues, then kindly mail us via contact us page to request the removal of the link.

High Performance Computing in Clouds

High Performance Computing in Clouds

File Size : 64,64 MB
Total View : 9256 Views
DOWNLOAD

This book brings a thorough explanation on the path needed to use cloud computing technologies to run High-Performance Computing (HPC) applications. Besides pre

High Performance Computing

High Performance Computing

File Size : 88,88 MB
Total View : 4118 Views
DOWNLOAD

In the last decade, parallel computing technologies have transformed high-performance computing. Two trends have emerged massively parallel computing leading to

Cloud, Grid and High Performance Computing

Cloud, Grid and High Performance Computing

File Size : 48,48 MB
Total View : 5742 Views
DOWNLOAD

"This book offers new and established perspectives on architectures, services and the resulting impact of emerging computing technologies, including investigati

Cloud Computing

Cloud Computing

File Size : 96,96 MB
Total View : 8826 Views
DOWNLOAD

Welcome totheproceedings ofCloudComp 2009. A computing cloudis more thana collection of computer resources, because itpro­ vides mechanisms to manage those res