A Holistic Approach for Distributed Dimensionality Reduction of Big Data.
Liwei KuangLaurence T. YangJinjun ChenFei HaoChangqing LuoPublished in: IEEE Trans. Cloud Comput. (2018)
Keyphrases
- big data
- dimensionality reduction
- data intensive
- cloud computing
- commodity hardware
- data management
- big data analytics
- data analysis
- high volume
- data processing
- distributed systems
- distributed computing
- distributed environment
- unstructured data
- social media
- business intelligence
- feature extraction
- vast amounts of data
- high dimensional data
- high dimensional
- low dimensional
- manifold learning
- knowledge discovery
- data science
- data warehouse
- social computing
- data intensive computing
- feature space
- massive data
- massive datasets
- information extraction
- principal component analysis
- peer to peer
- data mining
- data warehousing