Swarm Intelligence (SI) based profiling and scheduling of big data applications.
Thamarai Selvi SomasundaramKannan GovindarajanVivekanandan Suresh KumarPublished in: IEEE BigData (2016)
Keyphrases
- big data
- swarm intelligence
- bio inspired
- bird flocking
- ant colony optimization
- computational intelligence
- social behavior
- evolutionary computation
- cloud computing
- particle swarm optimization
- data analysis
- data management
- nature inspired
- social media
- particle swarm optimization pso
- big data analytics
- scheduling problem
- social insects
- data processing
- collective intelligence
- scheduling algorithm
- vast amounts of data
- ant colonies
- collective behavior
- swarm robotics
- business intelligence
- data science
- foraging behavior
- knowledge discovery
- real world
- theoretical and empirical study
- machine learning
- evolutionary algorithm
- swarm optimization
- massive datasets
- data warehousing
- optimization algorithm
- genetic programming
- simulated annealing
- case study
- genetic algorithm