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Hello guys! Welcome to the site of our CSC579 project. This is a computer networking course. We are trying to explore the way of coorperation between computer networking and machine learning algorithms.
Nowadays mobile equipment often supports multiple network paths (WiFi and LTE) to achieve improved performance and reliability. However, current multipath schedulers face the challenge when dealing with heterogeneous paths with dynamic path characteristics (i.e., packet loss, fluctuation of delay).
In this project, we propose to design an adaptive multipath scheduler with learning-based algorithms to improve the scheduler performance of transmission under dynamic scenarios.
Any discussions are very welcome! Thanks!