Combining Machine Learning techniques and Genetic Algorithm for predicting run times of High Performance Computing jobs.
Suja RamachandranM. L. JayalalM. VasudevanSourish DasR. JehadeesanPublished in: Appl. Soft Comput. (2024)
Keyphrases
- high performance computing
- run times
- genetic algorithm
- scientific computing
- massively parallel
- computational science
- parallel computing
- computing systems
- national laboratory
- energy efficiency
- computing resources
- machine learning
- fault tolerance
- molecular dynamics
- parallel machines
- grid computing
- computing environments
- simulated annealing
- computing infrastructure
- peer to peer
- lower bound