Data Autonomy in Message Brokers in Edge and Cloud for Mobile Machinery: Requirements and Technology Survey

Petri Kannisto, David Hästbacka

Research output: Chapter in Book/Report/Conference proceedingConference contributionScientificpeer-review

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Abstract

The future data-driven manufacturing ecosystems build upon data spaces where each participant controls how its own data are utilized. This goal is equally important in machinery where the networks comprise machine fleets and the data use cases range from local edge to various cloud systems and digital business integrations. These systems of systems require efficient, scalable data streaming with decoupled (e.g., publish-subscribe) platforms that enable the flexible connection of data producers and consumers in heterogeneous networks. This paper describes a work in progress about data autonomy, sovereignty, and trust in message brokers in machinery, aiming to contribute to initiatives, such as Gaia-X and International Data Spaces (IDS). First, the paper identifies requirements for platforms and communication that span edge and cloud. Second, it presents a technology survey about data autonomy in open, Internet-cabable brokers. These include Advanced Message Queueing Protocol (AMQP), MQ Telemetry Transport (MQTT), Apache Kafka and Apache Pulsar. It appears that there is little research about data autonomy in brokers and MQTT has the strongest base. The work continues to develop data autonomy into a message broker.
Original languageEnglish
Title of host publication2022 IEEE 27th International Conference on Emerging Technologies and Factory Automation (ETFA)
PublisherIEEE
Number of pages4
ISBN (Electronic)978-1-6654-9996-5
DOIs
Publication statusPublished - 25 Oct 2022
Publication typeA4 Article in conference proceedings
Event IEEE International Conference on Emerging Technologies and Factory Automation - Stuttgart, Germany
Duration: 6 Sept 20229 Sept 2022

Conference

Conference IEEE International Conference on Emerging Technologies and Factory Automation
Country/TerritoryGermany
CityStuttgart
Period6/09/229/09/22

Keywords

  • Message-oriented Middleware
  • Data-driven Systems
  • Industry 4.0

Publication forum classification

  • Publication forum level 1

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