Toward Collaborative Inferencing of Deep Neural Networks on Internet-of-Things Devices

Volume: 7, Issue: 6, Pages: 4950 - 4960
Published: Feb 6, 2020
Abstract
Recent advancements in deep neural networks (DNNs) have enabled us to solve traditionally challenging problems. To deploy a service based on DNNs, since DNNs are compute intensive, consumers need to rely on compute resources in the cloud. This approach, in addition to creating a dependency on the high-quality network infrastructure and data centers, raises new privacy concerns because of the sharing of private data. These concerns and challenges...
Paper Details
Title
Toward Collaborative Inferencing of Deep Neural Networks on Internet-of-Things Devices
Published Date
Feb 6, 2020
Volume
7
Issue
6
Pages
4950 - 4960
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