sPCA: Scalable Principal Component Analysis for Big Data on Distributed Platforms.
Tarek ElgamalMaysam YabandehAshraf AboulnagaWaleed MustafaMohamed HefeedaPublished in: SIGMOD Conference (2015)
Keyphrases
- big data
- data intensive
- commodity hardware
- principal component analysis
- data analytics
- data intensive computing
- cloud computing
- data management
- high volume
- data analysis
- data processing
- business intelligence
- social media
- knowledge discovery
- unstructured data
- distributed systems
- big data analytics
- vast amounts of data
- parallel computing
- dimensionality reduction
- case study
- face recognition
- distributed environment
- data science
- map reduce
- information processing
- shared memory
- data warehousing
- database
- peer to peer
- software engineering
- management system
- machine learning