Energy-efficient Resource Allocation in Multi-Tenant Edge Computing using Markov Decision Processes.
Alessandro SpallinaAndrea AraldoTijani ChahedHind Castel-TalebAntonella Di StefanoTülin AtmacaPublished in: NOMS (2022)
Keyphrases
- resource allocation
- markov decision processes
- energy efficient
- multi tenant
- wireless sensor networks
- energy consumption
- reinforcement learning
- energy efficiency
- state space
- sensor networks
- optimal policy
- dynamic programming
- data center
- reinforcement learning algorithms
- routing protocol
- resource management
- base station
- cost effective
- low cost
- databases
- sensor nodes
- oracle database
- data streams
- reward function