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  4. IoTwins: Design and Implementation of a Platform for the Management of Digital Twins in Industrial Scenarios
 
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2021
Conference Paper
Titel

IoTwins: Design and Implementation of a Platform for the Management of Digital Twins in Industrial Scenarios

Abstract
With the increase of the volume of data produced by IoT devices, there is a growing demand of applications capable of elaborating data anywhere along the IoT-to-Cloud path (Edge/Fog). In industrial environments, strict real-time constraints require computation to run as close to the data origin as possible (e.g., IoT Gateway or Edge nodes), whilst batch-wise tasks such as Big Data analytics and Machine Learning model training are advised to run on the Cloud, where computing resources are abundant. The H2020 IoTwins project leverages the digital twin concept to implement virtual representation of physical assets (e.g., machine parts, machines, production/control processes) and deliver a software platform that will help enterprises, and in particular SMEs, to build highly innovative, AI-based services that exploit the potential of IoT/Edge/Cloud computing paradigms. In this paper, we discuss the design principles of the IoTwins reference architecture, delving into technical details of its components and offered functionalities, and propose an exemplary software implementation.
Author(s)
Borghesi, Andrea
DISI, University of Bologna
Modica, Giuseppe di
DISI, University of Bologna
Bellavista, Paolo
DISI, University of Bologna
Gowtham, Varun
Fraunhofer-Institut für Offene Kommunikationssysteme FOKUS
Willner, Alexander
Fraunhofer-Institut für Offene Kommunikationssysteme FOKUS
Nehls, Daniel
Fraunhofer-Institut für Offene Kommunikationssysteme FOKUS
Kintzler, Florian
Siemens AG Austria, Vienna
Cejka, Stephan
Siemens AG Austria, Vienna
Tisbeni, Simone Rossi
INFN-CNAF, Bologna
Costantini, Alessandro
INFN-CNAF, Bologna
Galletti, Matteo
INFN-CNAF, Bologna
Antonacci, Marica
INFN, Bari
Ahouangonou, Jean Christian
ESI GROUP, Rungis
Hauptwerk
21st IEEE/ACM International Symposium on Cluster, Cloud and Internet Computing, CCGrid 2021. Proceedings
Project(s)
IOTwins
Funder
European Commission EC
Konferenz
International Symposium on Cluster, Cloud and Internet Computing (CCGrid) 2021
Thumbnail Image
DOI
10.1109/CCGrid51090.2021.00075
Language
English
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Fraunhofer-Institut für Offene Kommunikationssysteme FOKUS
Tags
  • IoTwins

  • digital twins

  • cloud

  • edge

  • IoT

  • service orchestration

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