Research on HPC Cloud - overview
The use of Cloud for High Performance Computing (HPC) applications is becoming more evident in the last years and several research groups have been working in this field. This website contains pointers on our efforts in HPC Cloud, in particular with the use of Artificial Intelligence and deployments for Hybrid HPC Clouds.
In this area, we focused mainly on the following aspects:
- Improve predictions for run time and execution time of HPC jobs via machine learning
- Use of these predictions to make job placement decisions in hybrid HPC clouds
- Assist users in making decisions of which jobs should be prioritized
- Use of these technologies in industry applications, mainly oil & gas exploration and agriculture