2 papers
cs.DC2025
Collaborative Inference Acceleration with Non-Penetrative Tensor Partitioning
Zhibang Liu, Chaonong Xu, Zhenjie Lv +2
The inference of large-sized images on Internet of Things (IoT) devices is commonly hindered by limited resources, while there are often stringent latency requirements for Deep Neu…
cs.DC2024
Cooperative Inference with Interleaved Operator Partitioning for CNNs
Zhibang Liu, Chaonong Xu, Zhizhuo Liu +3
Deploying deep learning models on Internet of Things (IoT) devices often faces challenges due to limited memory resources and computing capabilities. Cooperative inference is an im…