Concurrent Carbon Footprint Reduction (C2FR) Reinforcement Learning Approach for Sustainable Data Center Digital Twin.
Soumyendu SarkarAvisek NaugAntonio GuillenRicardo Luna GutierrezSahand GhorbanpourSajad MousaviAshwin Ramesh BabuVineet GundechaPublished in: CASE (2023)
Keyphrases
- data center
- carbon dioxide
- reinforcement learning
- cost effective
- cloud computing
- virtual machine
- energy efficiency
- energy consumption
- multi tenant
- power consumption
- function approximation
- mission critical
- business continuity
- hierarchical reinforcement learning
- management system
- markov decision processes
- database
- state space
- data mining
- databases
- computing resources
- model free
- disaster recovery
- data sets
- real time