CacheMamba uses Mamba state-space models to predict top-K file requests in edge caching, claiming better accuracy and lower computation than a Transformer on long sequences.
Spatial-temporal content popularity prediction in cache enabled cellular networks,
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CacheMamba: Popularity Prediction for Mobile Edge Caching Networks via Selective State Spaces
CacheMamba uses Mamba state-space models to predict top-K file requests in edge caching, claiming better accuracy and lower computation than a Transformer on long sequences.