Collaborative non-chain DNN inference with multi-device based on layer parallel

Collaborative non-chain DNN inference with multi-device based on layer parallel

Various intelligent applications based on non-chain DNN models are widely used in Internet of Things (IoT) scenarios. However, resource-constrained IoT devices usually cannot afford the heavy computation burden and cannot guarantee the strict inference latency requirements of non-chain DNN models. M...

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Bibliographic Details
Main Authors: Qiuping Zhang, Sheng Sun, Junjie Luo, Min Liu, Zhongcheng Li, Huan Yang, Yuwei Wang
Format: Article
Language:English
Published: KeAi Communications Co., Ltd. 2024-12-01
Series:Digital Communications and Networks
Subjects:
Collaborative DNN inference
Multi-device collaboration
Non-chain DNN model
Online Access:http://www.sciencedirect.com/science/article/pii/S2352864823001645
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