2 papers
cs.NI2024
Intelligent Routing Algorithm over SDN: Reusable Reinforcement Learning Approach
Wang Wumian, Sajal Saha, Anwar Haque +1
Traffic routing is vital for the proper functioning of the Internet. As users and network traffic increase, researchers try to develop adaptive and intelligent routing algorithms t…
cs.LG2024
Overcoming Data Limitations in Internet Traffic Forecasting: LSTM Models with Transfer Learning and Wavelet Augmentation
Sajal Saha, Anwar Haque, Greg Sidebottom
Effective internet traffic prediction in smaller ISP networks is challenged by limited data availability. This paper explores this issue using transfer learning and data augmentati…