Robust Resource Scaling of Containerized Microservices with Probabilistic Machine learning.
Peng KangPalden LamaPublished in: UCC (2020)
Keyphrases
- machine learning
- artificial intelligence
- data mining
- machine learning methods
- neural network
- decision trees
- computationally efficient
- supervised learning
- computational intelligence
- confidence weighted
- data sets
- handling uncertainty
- probabilistic reasoning
- robust estimation
- knowledge acquisition
- text mining
- probabilistic model
- learning algorithm
- graphical models
- data driven
- machine learning algorithms
- resource allocation
- training set
- learning problems
- information resources
- resource management
- data analysis
- feature selection
- probability theory
- real world