Fast Approximation of the Top-k Items in Data Streams Using a Reconfigurable Accelerator.
Ali EbrahimJalal KhalifatPublished in: ARC (2021)
Keyphrases
- data streams
- streaming data
- query processing
- field programmable gate array
- sliding window
- uncertain data streams
- data distribution
- error bounds
- sensor networks
- compute intensive
- hardware implementation
- itemsets
- image processing algorithms
- data sets
- distributed data streams
- continuous data streams
- general purpose
- closed form
- low cost
- scoring function
- approximation algorithms
- fine grain
- stream mining
- change detection
- mining data streams
- sensor data