A Deep Reinforcement Learning based Algorithm for Time and Cost Optimized Scaling of Serverless Applications.
Anupama MampageShanika KarunasekeraRajkumar BuyyaPublished in: CoRR (2023)
Keyphrases
- improved algorithm
- dynamic programming
- np hard
- high accuracy
- worst case
- preprocessing
- cost function
- times faster
- computational complexity
- minimal cost
- theoretical analysis
- search space
- model free
- optimal solution
- computationally efficient
- detection algorithm
- k means
- experimental evaluation
- computational cost
- machine learning
- optimization algorithm
- recognition algorithm
- convergence rate
- probabilistic model
- classification algorithm
- linear programming
- mobile robot
- search algorithm
- objective function