Parallel Hybrid Metaheuristics with Distributed Intensification and Diversification for Large-scale Optimization in Big Data Statistical Analysis.
Wendy K. Tam ChoYan Y. LiuPublished in: IEEE BigData (2019)
Keyphrases
- big data
- data intensive
- statistical analysis
- commodity hardware
- optimization problems
- massive data
- cloud computing
- data management
- combinatorial optimization
- data analysis
- data processing
- data analytics
- unstructured data
- big data analytics
- social media
- business intelligence
- distributed systems
- vast amounts of data
- real world
- parallel computing
- data science
- distributed environment
- metaheuristic
- high volume
- data warehousing
- parallel implementation
- distributed computing
- information retrieval
- map reduce
- knowledge discovery
- parallel programming
- data intensive computing
- database
- information systems
- relational databases
- evolutionary algorithm
- parallel execution
- simulated annealing
- information processing
- clinical data
- structured data