Parameter Settings Optimization in MapReduce Big Data processing using the MOPSO Algorithm.
Lennah EtyangWaweru MwangiLawrence NderuPublished in: ACSE (2020)
Keyphrases
- parameter settings
- particle swarm optimization
- big data
- optimization algorithm
- benchmark problems
- multi objective
- expectation maximization
- np hard
- dynamic programming
- particle swarm optimizer
- pso algorithm
- cost function
- simulated annealing
- data processing
- search space
- multiple objectives
- information processing
- parameter estimation
- objective function
- differential evolution
- multi objective optimization
- databases
- selection algorithm
- database
- test problems
- neural network
- image segmentation
- data analysis
- evolutionary algorithm