MamNet combines Mamba time-domain modeling with Fourier frequency features and claims 2-4% gains over five baselines on UNSW-NB15 and CAIDA.
Network Traffic Prediction Based on Short- Time Fourier Transform and Koopa
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MamNet: A Novel Hybrid Model for Time-Series Forecasting and Frequency Pattern Analysis in Network Traffic
MamNet combines Mamba time-domain modeling with Fourier frequency features and claims 2-4% gains over five baselines on UNSW-NB15 and CAIDA.