ADDA: Adaptive Distributed DNN Inference Acceleration in Edge Computing Environment

Implementing intelligent mobile applications on IoT devices with DNN technology has become an inevitable trend. Due to the limitations of the size of DNN model deployed onto end devices and the instability of wide-area network transmission, either End-only mode or Cloud-only mode cannot guarantee th...

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Bibliographic Details

Published in:	2019 IEEE 25th International Conference on Parallel and Distributed Systems (ICPADS) pp. 438 - 445
Main Authors:	Wang, Huitian, Cai, Guangxing, Huang, Zhaowu, Dong, Fang
Format:	Conference Proceeding
Language:	English
Published:	IEEE 01.12.2019
Subjects:	Accuracy Computational modeling Delays DNN inference Edge computing Internet of Things Mobile applications multi path Neural networks offloading Optimization partition Servers
Online Access:	Get full text
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