Reinforcement Learning (RL) Augmented Cold Start Frequency Reduction in Serverless Computing.
Siddharth AgarwalMaria A. RodriguezRajkumar BuyyaPublished in: CoRR (2023)
Keyphrases
- reinforcement learning
- cold start
- function approximation
- recommender systems
- model free
- reinforcement learning algorithms
- cold start problem
- state space
- markov decision processes
- collaborative filtering
- rl algorithms
- optimal policy
- learning algorithm
- autonomous learning
- action space
- temporal difference
- machine learning
- data sparsity
- transfer learning
- tag recommendation
- human computer interaction
- partially observable domains