2 papers
cs.DC2026
LipCache: A Local Inference Proxy with Certified Caching for Edge Image Classification Service
Zhengzhe Xiang, Yinlin Chen, Fuli Ying +3
As edge-side vision services continue to expand toward low-latency, high-throughput scenarios, reducing the inference cost of vision models without sacrificing reliability has beco…
cs.NI2026
A Multi-Sensor Fusion Parking Barrier System with Lightweight Vision on Edge
Yuwen Zhu, Feiyang Qi, Zhengzhe Xiang
To address the challenges of simultaneously satisfying detection accuracy, edge real-time performance, low-power operation, and end-to-end business linkage in parking scenarios, th…