Workloads Prediction Methods for Proactive Resource Scaling in Kubernetes.
Oleksandr RolikVitalii OmelchenkoPublished in: IntSol (2023)
Keyphrases
- prediction accuracy
- real time
- machine learning methods
- significant improvement
- computational cost
- neural networks and support vector machines
- predictive model
- resource allocation
- benchmark datasets
- preprocessing
- multiscale
- semi supervised
- high dimensional data
- database systems
- information systems
- artificial intelligence
- genetic algorithm