Improving prediction of computational job execution times with machine learning.
Bartosz BalisTomasz LelekJakub BoderaMichal GrabowskiCostin GrigorasPublished in: Concurr. Comput. Pract. Exp. (2024)
Keyphrases
- execution times
- machine learning
- prediction accuracy
- computational chemistry
- prediction model
- machine learning methods
- data mining
- pattern recognition
- predictive modeling
- active learning
- decision trees
- feature selection
- prediction algorithm
- prediction error
- supervised learning
- mathematical programming
- processing times
- learning algorithm
- data analysis
- neural network
- support vector machine
- machine learning algorithms
- knowledge discovery
- learning systems
- reinforcement learning
- inductive learning
- computer vision
- special case
- computational power
- artificial neural networks
- communication delays