Dynamic Sizing of Cloud-Native Telco Data Centers With Digital Twin and Reinforcement Learning.
Angelos PentelasDimitris KatsirosDimitra ParanouGeorge DoukasKonstantinos ChondralisGiorgos GiannopoulosEvangelos AngelouGeorge PapastefanatosPublished in: IEEE Access (2024)
Keyphrases
- electrical energy
- data center
- cloud computing
- reinforcement learning
- virtual machine
- energy consumption
- energy efficiency
- cost effective
- high density
- energy aware
- data placement
- power consumption
- multi tenant
- business continuity
- computing resources
- power management
- mission critical
- smart grid
- learning algorithm
- cloud services
- function approximation
- internet services
- data sets
- distributed computing
- disaster recovery
- carbon dioxide
- mobile devices
- data management