sPCA: Scalable Principal Component Analysis for Big Data on Distributed Platforms.
Tarek ElgamalMaysam YabandehAshraf AboulnagaMohamed HefeedaPublished in: CoRR (2015)
Keyphrases
- big data
- data intensive
- commodity hardware
- data analytics
- principal component analysis
- data intensive computing
- data management
- cloud computing
- vast amounts of data
- data analysis
- social media
- business intelligence
- unstructured data
- data processing
- high volume
- knowledge discovery
- big data analytics
- massive data
- parallel computing
- peer to peer
- data warehousing
- distributed systems
- information systems
- data science
- machine learning
- data driven decision making
- data sets
- massive datasets
- user interface
- data mining
- real world