Multi-objective Big Data Optimization with jMetal and Spark.
Cristóbal Barba-GonzálezJosé García-NietoAntonio J. NebroJosé Francisco Aldana MontesPublished in: EMO (2017)
Keyphrases
- big data
- multi objective
- optimization algorithm
- multiple objectives
- cloud computing
- conflicting objectives
- evolutionary algorithm
- multi objective optimization
- data management
- data visualization
- high volume
- data processing
- data intensive
- optimum design
- social media
- data analysis
- unstructured data
- optimization problems
- data science
- business intelligence
- objective function
- genetic algorithm
- vast amounts of data
- big data analytics
- nsga ii
- particle swarm optimization
- massive data
- massive datasets
- data warehousing
- knowledge discovery
- multi objective evolutionary algorithms
- social computing
- real world
- data driven decision making
- health informatics
- case based reasoning
- case study
- data mining