Clustering of large scale QoS time series data in federated clouds using improved variable Chromosome Length Genetic Algorithm (CQGA).
Amin KeshavarziAbolfazl Toroghi HaghighatMahdi BohlouliPublished in: Expert Syst. Appl. (2021)
Keyphrases
- genetic algorithm
- fitness function
- clustering algorithm
- quality of service
- clustering method
- genetic operators
- digital libraries
- k means
- anomaly detection
- genetic programming
- categorical data
- multi objective
- small scale
- hierarchical clustering
- simulated annealing
- evolutionary algorithm
- web services
- fuzzy logic
- data points
- genetic algorithm ga
- outlier detection
- data clustering
- real time
- large scale data sets
- resource management
- route optimization
- spectral clustering
- self organizing maps
- distributed systems
- data sources
- real world