Efficient Resource Allocation in Cloud Data Centers using the Whale Optimization Algorithm with Adaptive Penalty Function.
Nadim RanaFathe JeribiShams Tabrez SiddiquiPublished in: ICNSC (2023)
Keyphrases
- optimization algorithm
- resource allocation
- data center
- cloud computing
- penalty function
- cloud computing environment
- multi objective
- cost effective
- differential evolution
- virtual machine
- optimization method
- evolutionary multi objective
- resource allocation problems
- resource management
- constrained optimization problems
- particle swarm optimization pso
- energy efficiency
- penalty functions
- power consumption
- multi tenant
- constrained optimization
- allocation problems
- constraint handling
- optimal resource allocation
- computing resources
- hybrid optimization algorithm
- scarce resources
- neural network
- resource allocation and scheduling
- genetic algorithm ga
- data management
- artificial bee colony
- carbon dioxide
- bidding strategies
- distributed computing
- nsga ii
- multi objective optimization
- resource allocation decisions
- distributed resource allocation
- real time