Resource allocation for content distribution in IoT edge cloud computing environments using deep reinforcement learning.
Puligundla NeelakantanMalige GangappaMummalaneni RajasekarTalluri Sunil KumarGali Suresh ReddyPublished in: J. High Speed Networks (2024)
Keyphrases
- resource allocation
- computing environments
- cloud computing environment
- reinforcement learning
- cloud computing
- mobile computing
- computing platform
- resource management
- scarce resources
- resource sharing
- resource allocation problems
- allocation problems
- optimal resource allocation
- grid systems
- resource requirements
- grid computing
- allocation strategies
- data center
- management system
- state space
- multi agent systems
- dynamic resource allocation
- allocate resources
- distributed resource allocation
- resource availability
- resource usage
- model free
- directed graph
- markov decision processes
- mobile agents
- optimal policy