Characterizing AI Model Inference Applications Running in the SGX Environment

Shixiong Jing,Qinkun Bao, Pei Wang,Xulong Tang,Dinghao Wu

2021 IEEE International Conference on Networking, Architecture and Storage (NAS)（2021）

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摘要

Intel Software Guard Extensions (SGX) is a set of extensions built into Intel CPUs for the trusted computation. It creates a hardware-assisted secure container, within which programs are protected from data leakage and data manipulations by privileged software and hypervisors. With the trend that more and more machine learning based programs are moving to cloud computing, SGX can be used in cloud-...

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Cloud computing,Virtual machine monitors,Runtime,Memory management,Machine learning,Switches,Market research

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