Experimental Test-Bed for Computation Offloading for Cooperative Inference on Edge Devices

Nicholas Bovee, Stephen Piccolo, Shen Shyang Ho, Ning Wang

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

In this paper, we describe the experimental test-bed we are de-veloping 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.

Original languageEnglish (US)
Title of host publicationProceedings - 2023 IEEE/ACM Symposium on Edge Computing, SEC 2023
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages383-387
Number of pages5
ISBN (Electronic)9798400701238
DOIs
StatePublished - 2023
Event8th Annual IEEE/ACM Symposium on Edge Computing, SEC 2023 - Wilmington, United States
Duration: Dec 6 2023Dec 9 2023

Publication series

NameProceedings - 2023 IEEE/ACM Symposium on Edge Computing, SEC 2023

Conference

Conference8th Annual IEEE/ACM Symposium on Edge Computing, SEC 2023
Country/TerritoryUnited States
CityWilmington
Period12/6/2312/9/23

All Science Journal Classification (ASJC) codes

  • Artificial Intelligence
  • Computer Networks and Communications
  • Hardware and Architecture
  • Computer Science Applications

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