IoT Edge Orchestration for Distributed DNN Service with Containerized Resource Allocation

Hyung Bin Park, Tae Young Kim, Young Hwan Jin, Su Kyoung Lee

Research output: Contribution to journalConference articlepeer-review

1 Citation (Scopus)

Abstract

Increase in demand for intelligent Internet of Things (IoT) services has brought a resource shortage to the limited resources of edge cloud. We propose to serve intelligent IoT service requests by running distributed intelligent services on IoT devices. However, allocation of heterogeneous IoT resources is non-trivial. We present a novel orchestration architecture to manage the continuously changing IoT environment and its resources while providing distributed intelligent service through containerized resources.

Original languageEnglish
Pages (from-to)483-484
Number of pages2
JournalProceedings - IEEE Consumer Communications and Networking Conference, CCNC
DOIs
Publication statusPublished - 2022
Event19th IEEE Annual Consumer Communications and Networking Conference, CCNC 2022 - Virtual, Online, United States
Duration: 2022 Jan 82022 Jan 11

Bibliographical note

Publisher Copyright:
© 2022 IEEE.

All Science Journal Classification (ASJC) codes

  • Artificial Intelligence
  • Computer Networks and Communications
  • Computer Vision and Pattern Recognition
  • Electrical and Electronic Engineering

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