Experimental test-bed for Computation Offloading for Cooperative Inference on Edge Devices

被引：0

作者：

Bovee, Nicholas ^{[1
]}

Piccolo, Stephen ^{[1
]}

Ho, Shen-Shyang ^{[1
]}

Wang, Ning ^{[1
]}

机构：

[1] Rowan Univ, Glassboro, NJ 08028 USA

来源：

2023 IEEE/ACM SYMPOSIUM ON EDGE COMPUTING, SEC 2023 | 2023年

关键词：

deep learning; edge computing; split computing; cooperative systems; COMPRESSION;

D O I：

10.1145/3583740.3626814

中图分类号：

TP301 [理论、方法];

学科分类号：

081202 ;

摘要：

In this paper, we describe the experimental test-bed we are developing to evaluate the efficacy of computation offloading for cooperative inference without in-depth architectural changes to the models under consideration. We describe our test-bed design, functionalities, and work in progress features. We demonstrate a simple use case of the test-bed, consisting of the identification of a split layer in an AlexNet for a particular hardware scenario and the validation of those results.

引用

页码：383 / 387

页数：5

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