An ensemble method for estimating TCP throughput on application layer.
Natsuki KaiHiroshi YoshidaKoichi NiheiPublished in: CCNC (2018)
Keyphrases
- application layer
- ensemble methods
- transport layer
- end to end
- network congestion
- congestion control
- network layer
- video streaming
- prediction accuracy
- decision trees
- machine learning methods
- benchmark datasets
- ensemble learning
- cross layer
- response time
- random forest
- base classifiers
- physical layer
- ensemble members
- network resources
- resource utilization
- rate control
- feature subset
- ddos attacks
- rate adaptation
- network bandwidth
- packet loss
- data streams