High Performance Computing in Clouds

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.