Quantifying and Managing Impacts of Concept Drifts on IoT Traffic Inference in Residential ISP Networks.
Arman PashamokhtariNorihiro OkuiMasataka NakaharaAyumu KubotaGustavo BatistaHassan Habibi GharakheiliPublished in: CoRR (2023)
Keyphrases
- concept drift
- data streams
- internet traffic
- streaming data
- internet service providers
- concept drifting data streams
- non stationary
- network traffic
- stream data
- classification algorithm
- drift detection
- evolving data streams
- management system
- network resources
- data stream mining
- incremental clustering
- neural network
- mining data streams
- support vector machine
- ensemble classifier
- big data
- data mining
- predictive coding
- ensemble classification
- change detection
- data distribution
- data sets