A Hopping Umbrella for Fuzzy Joining Data Streams From IoT Devices in the Cloud and on the Edge.
Dariusz MrozekKrzysztof TokarzDaniel PankowskiBozena Malysiak-MrozekPublished in: IEEE Trans. Fuzzy Syst. (2020)
Keyphrases
- data streams
- cloud computing
- fuzzy sets
- sliding window
- fuzzy logic
- sensor networks
- edge information
- smart objects
- mobile devices
- management system
- streaming data
- fuzzy rules
- edge detection
- fuzzy controller
- concept drift
- big data
- fuzzy neural network
- membership functions
- fuzzy numbers
- data sets
- itemsets
- fuzzy set theory
- fuzzy clustering
- edge detector
- virtual machine
- data distribution
- sensor data
- control system
- undirected graph
- edge map
- data stream mining
- incoming data
- image processing