Fast approximation of the top-k items in data streams using FPGAs.
Ali EbrahimJalal KhalifatPublished in: IET Comput. Digit. Tech. (2023)
Keyphrases
- data streams
- sliding window
- uncertain data streams
- concept drift
- streaming data
- query processing
- error bounds
- data sets
- stream data
- approximation error
- sensor networks
- approximation algorithms
- stream mining
- data distribution
- mining data streams
- data stream mining
- approximate answers
- data stream classification
- continuous queries
- database systems
- data streaming
- low cost
- closed form
- itemsets