Detection of stragglers and optimal rescheduling of slow running tasks in big data environment using LFCSO-LVQ classifier and enhanced PSO algorithm.
Hetal A. JoshiaraChirag S. ThakerSanjay M. ShahDarshan B. ChoksiPublished in: Int. J. Data Anal. Tech. Strateg. (2022)
Keyphrases
- big data
- pso algorithm
- particle swarm optimization
- global optimization
- particle swarm optimization pso
- learning vector quantization
- convergence speed
- particle swarm optimization algorithm
- cloud computing
- adaptive particle swarm optimization
- particle swarm optimisation
- data processing
- data analysis
- big data analytics
- business intelligence
- multi objective
- data management
- vast amounts of data
- faster convergence
- data warehousing
- social media
- data science
- swarm intelligence
- knowledge discovery
- global search
- real time
- hybrid pso
- inertia weight
- particle swarm
- differential evolution
- optimization algorithm
- database
- information technology
- information processing
- global optimization problems
- data warehouse
- database systems
- genetic algorithm ga
- real world
- case study
- hybrid particle swarm optimization
- massive datasets
- search algorithm
- knowledge management
- pid controller
- software engineering
- statistical learning