Portability and scalability evaluation of large-scale statistical modeling and prediction software through HPC-ready containers.
Sameh AbdulahJorge EjarqueOmar MarzoukHatem LtaiefYing SunMarc G. GentonRosa M. BadiaDavid E. KeyesPublished in: Future Gener. Comput. Syst. (2024)
Keyphrases
- statistical modeling
- predictive modeling
- statistical models
- fault tolerance
- prediction accuracy
- software development
- small scale
- software tools
- software systems
- neural network
- source code
- evaluation method
- prediction model
- software architecture
- test cases
- computer systems
- prediction algorithm
- bayesian networks
- high scalability
- nonparametric bayesian
- statistical model
- software components
- parameter estimation
- higher order
- artificial neural networks
- case study
- image processing