Incremental and Parallel Analytics on Astrophysical Data Streams.
Dmitry MishinTamas BudavariAlexander S. SzalayYanif AhmadPublished in: SC Companion (2012)
Keyphrases
- data streams
- sliding window
- streaming data
- learning analytics
- concept drift
- incremental learning
- parallel implementation
- data mining
- data sets
- big data
- case study
- sensor networks
- data driven
- data processing
- stream data
- database
- stream mining
- heavy hitters
- parallel computation
- multi step
- continuous queries
- continuous data streams
- parallel computing
- parallel processing
- change detection
- outlier detection
- sensor data
- data management
- data analysis
- databases