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Privacy-Preserving Inference in Machine Learning Services Using Trusted Execution Environments


Dec 07, 2019
Krishna Giri Narra, Zhifeng Lin, Yongqin Wang, Keshav Balasubramaniam, Murali Annavaram

* 13 pages, Under submission 

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Train Where the Data is: A Case for Bandwidth Efficient Coded Training


Oct 22, 2019
Zhifeng Lin, Krishna Giri Narra, Mingchao Yu, Salman Avestimehr, Murali Annavaram

* 10 pages, Under submission 

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Collage Inference: Tolerating Stragglers in Distributed Neural Network Inference using Coding


Apr 27, 2019
Krishna Giri Narra, Zhifeng Lin, Ganesh Ananthanarayanan, Salman Avestimehr, Murali Annavaram

* 13 pages, 13 figures, Under submission 

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