Right-provisioned IoT edge computing: An overview

Tosiron Adegbija, Roman Lysecky, Vinu Vijay Kumar

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

1 Scopus citations

Abstract

Edge computing on the Internet of Things (IoT) is an increasingly popular paradigm in which computation is moved closer to the data source (i.e., edge devices). Edge computing mitigates the overheads of cloud-based computing arising from increased response time, communication bandwidth, data security and privacy, energy consumption, etc. However, given the potentially stringent resource constraints and functional requirements of emerging IoT devices, edge computing must neither be over-or under-provisioned for its stated purpose. In this paper, we present an overview of the problem of right-provisioned IoT edge computing, wherein IoT devices are equipped with resources that are 'just enough,' even when 'just enough' may not be clearly defined at design time. We highlight a few research directions and key challenges that must be addressed to enable right-provisioned IoT edge computing.

Original languageEnglish (US)
Title of host publicationGLSVLSI 2019 - Proceedings of the 2019 Great Lakes Symposium on VLSI
PublisherAssociation for Computing Machinery
Pages531-536
Number of pages6
ISBN (Electronic)9781450362528
DOIs
StatePublished - May 13 2019
Event29th Great Lakes Symposium on VLSI, GLSVLSI 2019 - Tysons Corner, United States
Duration: May 9 2019May 11 2019

Publication series

NameProceedings of the ACM Great Lakes Symposium on VLSI, GLSVLSI

Conference

Conference29th Great Lakes Symposium on VLSI, GLSVLSI 2019
CountryUnited States
CityTysons Corner
Period5/9/195/11/19

Keywords

  • Adaptable computing
  • Computation migration
  • Edge computing
  • High-level synthesis
  • Internet of things
  • Iot security
  • Low-power embedded systems
  • Memory hierarchy
  • Right-provisioned

ASJC Scopus subject areas

  • Engineering(all)

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  • Cite this

    Adegbija, T., Lysecky, R., & Kumar, V. V. (2019). Right-provisioned IoT edge computing: An overview. In GLSVLSI 2019 - Proceedings of the 2019 Great Lakes Symposium on VLSI (pp. 531-536). [3319338] (Proceedings of the ACM Great Lakes Symposium on VLSI, GLSVLSI). Association for Computing Machinery. https://doi.org/10.1145/3299874.3319338