Mini-batching with Fused Training and Testing for Data Streams Processing on the Edge.
Reginaldo LunaGuilherme Weigert CassalesBernhard PfahringerAlbert BifetHeitor Murilo GomesHermes SengerPublished in: CF (2024)
Keyphrases
- data streams
- test set
- load shedding
- testing phase
- scheduling problem
- stream processing
- change detection
- batch processing
- edge information
- real time
- sliding window
- edge detection
- training phase
- training set
- sensor networks
- single machine
- supervised learning
- information processing
- online learning
- stream mining
- data stream mining
- concept drift
- streaming data
- training stage
- data sets
- multiscale
- fusion process
- release dates
- continuous queries
- training process
- data distribution
- outlier detection
- test cases
- itemsets