Performance enhancement of distributed K-Means clustering for big Data analytics through in-memory computation.
Shwet KetuSonali AgarwalPublished in: IC3 (2015)
Keyphrases
- partitioned data
- big data analytics
- distributed environment
- big data
- distributed systems
- multi agent
- cooperative
- privacy preserving
- data transfer
- memory requirements
- peer to peer
- image processing
- k means
- fault tolerant
- decision making
- random access
- memory space
- dynamically created
- databases
- data sets
- social media
- database
- image enhancement
- main memory
- data analysis