Title
20th IEEE International Conference on Industrial Technology
Start Date
February 13, 2019
End Date
February 15, 2019
Location
Melbourne, Australia
Acronym
IEEE-ICIT 2019

Publications

2019 2019 0.0 0.0 0.2 0.2 0.4 0.4 0.6 0.6 0.8 0.8 1.0 1.0

Filters

1
1
Reset filters

Settings

Now showing 1 - 1 of 1
  • No Thumbnail Available
    Publication
    Self-Adaptation Applied to MQTT via a Generic Autonomic Management Framework
    (IEEE, 2019-02)
    Maksuti, Silia 
    ;
    Schluga, Oliver 
    ;
    Settanni, Giuseppe 
    ;
    Tauber, Markus 
    ;
    Delsing, Jerker 
    Manufacturing enterprises are constantly exploring new ways to improve their own production processes to address the increasing demand of customized production. However, such enterprises show a low degree of flexibility, which mainly results from the need to configure new production equipment at design and run time. In this paper we propose self-adaptation as an approach to improve data transmission flexibility in Industry 4.0 environments. We implement an autonomic manager using a generic autonomic management framework, which applies the most appropriate data transmission configuration based on security and business process related requirements, such as performance. The experimental evaluation is carried out in a MQTT infrastructure and the results show that using self-adaptation can significantly improve the trade-off between security and performance. We then propose to integrate anomaly detection methods as a solution to support self-adaptation by monitoring and learning the normal behavior of an industrial system and show how this can be used by the generic autonomic management framework.
      471  1Scopus© Citations 4