DjiNN and Tonic: DNN as a service and its implications for future warehouse scale computers

As applications such as Apple Siri, Google Now, Microsoft Cortana, and Amazon Echo continue to gain traction, webservice companies are adopting large deep neural networks (DNN) for machine learning challenges such as image processing, speech recognition, natural language processing, among others. A...

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Bibliographic Details

Published in:	Proceedings - International Symposium on Computer Architecture pp. 27 - 40
Main Authors:	Hauswald, Johann, Kang, Yiping, Laurenzano, Michael A., Chen, Quan, Li, Cheng, Mudge, Trevor, Dreslinski, Ronald G., Mars, Jason, Tang, Lingjia
Format:	Conference Proceeding
Language:	English
Published:	IEEE 13.06.2015
Subjects:	Face Graphics processing units Libraries Neural networks Neurons Servers Throughput
ISSN:	1063-6897
Online Access:	Get full text
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