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.
Ai-assisted edge caching for metaverse of connected and automated vehicles: Proposal, challenges, and future perspectives,
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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.