Distributed Parallel PCA for Modeling and Monitoring of Large-Scale Plant-Wide Processes With Big Data.
Jinlin ZhuZhiqiang GeZhihuan SongPublished in: IEEE Trans. Ind. Informatics (2017)
Keyphrases
- big data
- data intensive
- commodity hardware
- principal component analysis
- massive data
- cloud computing
- parallel processing
- data management
- predictive modeling
- social media
- data analysis
- data analytics
- vast amounts of data
- big data analytics
- business intelligence
- real time
- parallel computing
- data processing
- knowledge discovery
- data science
- unstructured data
- high volume
- distributed environment
- information processing
- decision support
- shared memory
- distributed systems
- dimensionality reduction
- machine learning
- data intensive computing
- map reduce
- massively parallel
- data warehousing
- real world
- databases