Enhancing virtual machine placement efficiency in cloud data centers: a hybrid approach using multi-objective reinforcement learning and clustering strategies.
Arezoo GhasemiAbolfazl Toroghi HaghighatAmin KeshavarziPublished in: Computing (2024)
Keyphrases
- virtual machine
- data center
- multi objective
- cloud computing
- reinforcement learning
- computing resources
- cost effective
- cloud computing environment
- power consumption
- data placement
- multi objective optimization
- high density
- distributed computing
- energy consumption
- energy efficiency
- genetic algorithm
- evolutionary algorithm
- cloud services
- virtual memory
- operating system
- multi tenant
- objective function
- traffic engineering
- carbon dioxide
- information technology
- machine learning
- cloud storage
- electrical energy