Scalable, asynchronous, distributed eigen monitoring of astronomy data streams.
Kanishka BhaduriKamalika DasKirk D. BorneChris GiannellaTushar MahuleHillol KarguptaPublished in: Stat. Anal. Data Min. (2011)
Keyphrases
- data streams
- distributed data streams
- distributed environment
- sliding window
- distributed systems
- scalable distributed
- streaming data
- sensor networks
- lightweight
- fault tolerant
- real time
- data sets
- distributed storage
- high scalability
- concept drift
- peer to peer
- monitoring system
- change detection
- communication cost
- scientific data
- continuous queries
- anomaly detection
- fully distributed
- early warning
- data structure
- principal component analysis
- mining data streams
- distributed constraint satisfaction
- distributed constraint satisfaction problems
- map reduce
- stream processing
- stream data
- mobile agents
- multi agent
- sensor data
- remote sensing
- data distribution