The effects of scheduling, workload type and consolidation scenarios on virtual machine performance and their prediction through optimized artificial neural networks.
George KousiourisTommaso CucinottaTheodora A. VarvarigouPublished in: J. Syst. Softw. (2011)
Keyphrases
- virtual machine
- artificial neural networks
- data center
- operating system
- prediction accuracy
- computing resources
- distributed computing
- neural network
- scheduling problem
- cloud computing environment
- cloud computing
- evolutionary artificial neural networks
- computational intelligence
- using artificial neural networks
- response time
- multi layer perceptron
- ann models
- neural network model
- back propagation
- power consumption
- low latency
- round robin
- virtual memory
- data processing
- genetic algorithm
- machine learning
- data structure
- databases
- java card
- java virtual machine
- multi tasking
- distributed systems