Towards Ubiquitous Intelligent Computing: Heterogeneous Distributed Deep Neural Networks
IEEE Transactions on Big Data(2022)
摘要
For the pursuit of ubiquitous computing, distributed computing systems containing the cloud, edge devices, and Internet-of-Things devices are highly demanded. However, existing distributed frameworks do not tailor for the fast development of Deep Neural Network (DNN), which is the key technique behind many intelligent applications nowadays. Based on prior exploration on distributed deep neural net...
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关键词
Neural networks,Cloud computing,Ubiquitous computing,Task analysis,Computational modeling,Big Data
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