FinOps-driven optimization of cloud resource usage for high-performance computing using machine learning.
Piotr NawrockiMateusz SmendowskiPublished in: J. Comput. Sci. (2024)
Keyphrases
- high performance computing
- resource usage
- machine learning
- scientific computing
- computing infrastructure
- massively parallel
- computational science
- parallel computing
- computing resources
- grid computing
- computing systems
- resource management
- cloud computing
- resource consumption
- energy efficiency
- resource allocation
- computing environments
- fine grained
- real time
- artificial intelligence
- management system
- simulated annealing
- virtual machine
- solution quality
- fault tolerance
- data center