Automatic protocol configuration for dependable internet of things applications

Felix Jonathan Oppermann, Carlo Alberto Boano, Marco Antonio Zúñiga, Kay Römer

Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

5 Citations (Scopus)

Abstract

To meet strict dependability requirements in hostile and highly-varying environments, IoT communication protocols need to be carefully tuned in relation to the expected environmental changes. However, this is difficult to attain, as every application has unique properties and requirements. Tuning communication protocols correctly requires indeed significant expertise as well as a clear understanding on how hardware and software components are affected by environmental changes. In this paper, we propose a novel framework to automate the parametrization of IoT communication protocols. The framework uses models of the environment as well as the employed hardware and protocols to predict the effects of environmental changes on network performance and to automatically select a configuration that meets user-specified dependability requirements. We demonstrate how to use this framework to configure a state-of-the-art MAC protocol for an IoT application deployed in a challenging outdoor environment and evaluate its accuracy in predicting how environmental changes affect network performance. We further evaluate the performance with different optimization strategies and show that the average run-time necessary to find a solution is sufficiently low to enable the use of our system in a typical IoT design process.

Original languageEnglish
Title of host publication2015 IEEE 40th Local Computer Networks Conference Workshops (LCN Workshops)
Place of PublicationPiscataway, NJ
PublisherIEEE
Pages742-750
Number of pages9
ISBN (Electronic)978-1-4673-6773-8
DOIs
Publication statusPublished - 24 Dec 2015
Event40th Annual IEEE Conference on Local Computer Networks, LCN 2015 - Clearwater Beach, United States
Duration: 26 Oct 201529 Oct 2015

Conference

Conference40th Annual IEEE Conference on Local Computer Networks, LCN 2015
CountryUnited States
CityClearwater Beach
Period26/10/1529/10/15

Keywords

  • Communication Protocols
  • Dependability
  • Environmental Impact
  • Internet of Things
  • Optimization
  • Wireless Sensor Networks

Fingerprint Dive into the research topics of 'Automatic protocol configuration for dependable internet of things applications'. Together they form a unique fingerprint.

  • Cite this

    Oppermann, F. J., Boano, C. A., Zúñiga, M. A., & Römer, K. (2015). Automatic protocol configuration for dependable internet of things applications. In 2015 IEEE 40th Local Computer Networks Conference Workshops (LCN Workshops) (pp. 742-750). [7365923] IEEE. https://doi.org/10.1109/LCNW.2015.7365923