Adaptive Window Based Sampling on The Edge for Internet of Things Data Streams.
Taimur HafeezGavin McArdleLina XuPublished in: NOF (2020)
Keyphrases
- data streams
- sliding window
- adaptive sampling
- mobile devices
- random sampling
- concept drift
- edge detection
- stream data
- data sets
- sensor networks
- itemsets
- sample size
- edge information
- reservoir sampling
- mining data streams
- sampling algorithm
- physical world
- edge map
- streaming data
- change detection
- location information
- big data
- edge detector
- stereo matching
- monte carlo
- frequent itemsets
- dynamic programming
- data structure
- multiscale
- decision trees