A Deep Recurrent-Reinforcement Learning Method for Intelligent AutoScaling of Serverless Functions.
Siddharth AgarwalMaria A. RodriguezRajkumar BuyyaPublished in: CoRR (2023)
Keyphrases
- reinforcement learning
- synthetic data
- experimental evaluation
- detection method
- high accuracy
- significant improvement
- prior knowledge
- theoretical analysis
- pairwise
- cost function
- dynamic programming
- optimization algorithm
- classification accuracy
- fourier series
- classification method
- detection algorithm
- model selection
- particle filter
- learning algorithm
- multi agent
- objective function
- similarity measure