Janus is a framework that dynamically prunes tokens and splits a Vision Transformer between edge and cloud, cutting latency violation ratios by up to 98.7% in trace-driven experiments.
A survey of vision-based traffic monitoring of road intersections,
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Janus: Collaborative Vision Transformer Under Dynamic Network Environment
Janus is a framework that dynamically prunes tokens and splits a Vision Transformer between edge and cloud, cutting latency violation ratios by up to 98.7% in trace-driven experiments.