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A Case for Integrated Data Processing in Large-Scale Cyber-Physical Systems

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Title:A Case for Integrated Data Processing in Large-Scale Cyber-Physical Systems
Authors:Glebke, René
Henze, Martin
Wehrle, Klaus
Niemietz, Philipp
Trauth, Daniel
show 2 moreMattfeld MBA, Patrick
Bergs, Thomas
show less
Keywords:Cyber-physical Information Systems
Software Technology
big data, case study, integrated data processing, in-network processing, manufacturing
Date Issued:08 Jan 2019
Abstract:Large-scale cyber-physical systems such as manufacturing lines generate vast amounts of data to guarantee precise control of their machinery. Visions such as the Industrial Internet of Things aim at making this data available also to computation systems outside the lines to increase productivity and product quality. However, rising amounts and complexities of data and control decisions push existing infrastructure for data transmission, storage, and processing to its limits. In this paper, we exemplarily study a fine blanking line which can produce up to 6.2 Gbit/s worth of data to showcase the extreme requirements found in modern manufacturing. We consequently propose integrated data processing which keeps inherently local and small-scale tasks close to the processes while at the same time centralizing tasks relying on more complex decision procedures and remote data sources. Our approach thus allows for both maintaining control of field-level processes and leveraging the benefits of “big data” applications.
Pages/Duration:10 pages
Rights:Attribution-NonCommercial-NoDerivatives 4.0 International
Appears in Collections: Cyber-physical Information Systems

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