ImpalaE: Towards an optimal policy for efficient resource management at the edge.
Tania Lorido-BotranMuhammad Khurram BhattiPublished in: J. Edge Comput. (2022)
Keyphrases
- resource management
- optimal policy
- resource allocation
- markov decision processes
- finite horizon
- state dependent
- state space
- management system
- infinite horizon
- reinforcement learning
- decision problems
- long run
- intelligent agents
- markov decision process
- dynamic programming
- resource utilization
- machine learning
- quality of service
- reward function
- queueing networks
- average cost
- markov decision problems