SplitTracer: A Cooperative Inference Evaluation Toolkit for Computation Offloading on the Edge

  • Nicholas Bovee
  • , Stephen Piccolo
  • , Suraj Bitla
  • , Gopi Krishna Patapanchala
  • , Shen Shyang Ho

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

Abstract

SplitTracer is an experimental test-bed we are developing to evaluate the efficacy of computation offloading for cooperative inference between edge and fog devices without indepth architectural changes to the models under test for any user-defined application scenario. We describe our test-bed design, functionalities, and support for architectures with splits that require input of multiple layers such as MobileNet and YOLO.

Original languageEnglish (US)
Title of host publicationProceedings - 2024 IEEE 8th International Conference on Fog and Edge Computing, ICFEC 2024
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages108-109
Number of pages2
Edition2024
ISBN (Electronic)9798350361353
DOIs
StatePublished - 2024
Externally publishedYes
Event8th IEEE International Conference on Fog and Edge Computing, ICFEC 2024 - Philadelphia, United States
Duration: May 6 2024May 9 2024

Conference

Conference8th IEEE International Conference on Fog and Edge Computing, ICFEC 2024
Country/TerritoryUnited States
CityPhiladelphia
Period5/6/245/9/24

All Science Journal Classification (ASJC) codes

  • Computer Networks and Communications
  • Hardware and Architecture
  • Information Systems and Management

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