High Performance Computing in Clouds [E-Book] : Moving HPC Applications to a Scalable and Cost-Effective Environment / edited by Edson Borin, Lúcia Maria A. Drummond, Jean-Luc Gaudiot, Alba Melo, Maicon Melo Alves, Philippe Olivier Alexandre Navaux.
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 deplo...
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Personal Name(s): | Borin, Edson, editor |
Drummond, Lúcia Maria A., editor / Gaudiot, Jean-Luc, editor / Melo Alves, Maicon, editor / Melo, Alba, editor / Navaux, Philippe Olivier Alexandre, editor | |
Edition: |
1st edition 2023. |
Imprint: |
Cham :
Springer,
2023
|
Physical Description: |
XV, 334 pages (online resource) |
Note: |
englisch |
ISBN: |
9783031297694 |
DOI: |
10.1007/978-3-031-29769-4 |
Subject (LOC): |
- Chapter. 1. Why move HPC applications to the Cloud?
- Part. I. Foundations
- Chapter. 2. What is Cloud Computing?
- Chapter. 3. What do HPC applications look like?
- Part. II. Running HPC Applications in Cloud
- Chapter. 4. Deploying and Configuring Infrastructure
- Chapter. 5. Executing Traditional HPC Application Code in Cloud with Containerized Job Schedulers
- Chapter. 6. Designing Cloud-friendly HPC Applications
- Chapter. 7. Exploiting Hardware Accelerators in Clouds
- Part III. Cost and Performance Optimizations
- Chapter. 8. Optimizing Infrastructure for MPI Applications
- Chapter. 9. Harnessing Low-Cost Virtual Machines on the Spot
- Chapter. 10. Ensuring Application Continuity with Fault Tolerance Techniques
- Chapter. 11. Avoiding Resource Wastage
- Part. IV. Application Study Cases
- Chapter. 12. Biological Sequence Comparison on Cloud-based GPU Environment
- Chapter. 13. Oil & Gas Reservoir Simulation in the Cloud
- Chapter. 14. Cost effective deep learning on the cloud
- Appendix A. Deploying an HPC cluster on AWS
- Appendix B. Configuring a cloud-deployed HPC cluster.