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@Article { 2022_brauner_iop,
   title = {A Computer Science Perspective on Digital Transformation in Production},
   journal = {ACM Transactions on Internet of Things},
   year = {2022},
   month = {5},
   day = {1},
   volume = {3},
   number = {2},
   abstract = {The Industrial Internet-of-Things (IIoT) promises significant improvements for the manufacturing industry by facilitating the integration of manufacturing systems by Digital Twins. However, ecological and economic demands also require a cross-domain linkage of multiple scientific perspectives from material sciences, engineering, operations, business, and ergonomics, as optimization opportunities can be derived from any of these perspectives. To extend the IIoT to a true Internet of Production, two concepts are required: first, a complex, interrelated network of Digital Shadows which combine domain-specific models with data-driven AI methods; and second, the integration of a large number of research labs, engineering, and production sites as a World Wide Lab which offers controlled exchange of selected, innovation-relevant data even across company boundaries. In this article, we define the underlying Computer Science challenges implied by these novel concepts in four layers: Smart human interfaces provide access to information that has been generated by model-integrated AI. Given the large variety of manufacturing data, new data modeling techniques should enable efficient management of Digital Shadows, which is supported by an interconnected infrastructure. Based on a detailed analysis of these challenges, we derive a systematized research roadmap to make the vision of the Internet of Production a reality.},
   keywords = {Internet of Production; World Wide Lab; Digital Shadows; Industrial Internet of Things},
   tags = {internet-of-production},
   url = {https://www.comsys.rwth-aachen.de/fileadmin/papers/2022/2022-brauner-digital-transformation.pdf},
   publisher = {ACM},
   ISSN = {2691-1914},
   DOI = {10.1145/3502265},
   reviewed = {1},
   author = {Brauner, Philipp and Dalibor, Manuela and Jarke, Matthias and Kunze, Ike and Koren, Istv{\'a}n and Lakemeyer, Gerhard and Liebenberg, Martin and Michael, Judith and Pennekamp, Jan and Quix, Christoph and Rumpe, Bernhard and van der Aalst, Wil and Wehrle, Klaus and Wortmann, Andreas and Ziefle, Martina}
}

@Article { 2020-wehrle-digitalshadows,
   title = {Mit ''Digitalen Schatten'' Daten verdichten und darstellen : Der Exzellenzcluster ''Internet der Produktion'' forscht {\"u}ber die Produktionstechnik hinaus},
   journal = {Der Profilbereich ''Information \& Communication Technology''},
   year = {2020},
   ISSN = {0179-079X},
   DOI = {10.18154/RWTH-2021-02496},
   author = {Jarke, Matthias and van der Aalst, Wil and Brecher, Christian and Brockmann, Matthias and Koren, Istv{\'a}n and Lakemeyer, Gerhard and Rumpe, Bernhard and Schuh, G{\"u}nther and Wehrle, Klaus and Ziefle, Martina}
}

@Article { 2016-fgcs-henze-iotprivacy,
   title = {A Comprehensive Approach to Privacy in the Cloud-based Internet of Things},
   journal = {Future Generation Computer Systems},
   year = {2016},
   month = {3},
   volume = {56},
   pages = {701-718},
   tags = {ipacs},
   url = {https://www.comsys.rwth-aachen.de/fileadmin/papers/2016/2016-henze-fgcs-iotprivacy.pdf},
   misc2 = {Online},
   publisher = {Elsevier},
   language = {en},
   ISSN = {0167-739X},
   DOI = {10.1016/j.future.2015.09.016},
   reviewed = {1},
   author = {Henze, Martin and Hermerschmidt, Lars and Kerpen, Daniel and H{\"a}u{\ss}ling, Roger and Rumpe, Bernhard and Wehrle, Klaus}
}

@Incollection { 2013-wtc-eggert-sensorcloud,
   title = {SensorCloud: Towards the Interdisciplinary Development of a Trustworthy Platform for Globally Interconnected Sensors and Actuators},
   year = {2014},
   month = {12},
   day = {14},
   pages = {203-218},
   tags = {sensorcloud},
   url = {fileadmin/papers/2013/2013-wtc-eggert-sensorcloud.pdf},
   misc2 = {Online},
   editor = {Krcmar, Helmut and Reussner, Ralf and Rumpe, Bernhard},
   publisher = {Springer},
   booktitle = {Trusted Cloud Computing},
   language = {en},
   ISBN = {978-3-319-12717-0},
   DOI = {10.1007/978-3-319-12718-7_13},
   reviewed = {1},
   author = {Eggert, Michael and H{\"a}u{\ss}ling, Roger and Henze, Martin and Hermerschmidt, Lars and Hummen, Ren{\'e} and Kerpen, Daniel and Navarro P{\'e}rez, Antonio and Rumpe, Bernhard and Thi{\ss}en, Dirk and Wehrle, Klaus}
}

@Inproceedings { 2014-ficloud-henze-upecsi,
   title = {User-driven Privacy Enforcement for Cloud-based Services in the Internet of Things},
   year = {2014},
   month = {8},
   day = {27},
   pages = {191-196},
   tags = {ipacs},
   url = {/fileadmin/papers/2014/2014-ficloud-henze-upecsi.pdf},
   misc2 = {Online},
   publisher = {IEEE},
   booktitle = {2014 International Conference on Future Internet of Things and Cloud (FiCloud 2014), Barcelona, Spain},
   event_place = {Barcelona, Spain},
   event_name = {2014 International Conference on Future Internet of Things and Cloud (FiCloud 2014)},
   language = {en},
   ISBN = {978-1-4799-4357-9},
   DOI = {10.1109/FiCloud.2014.38},
   reviewed = {1},
   author = {Henze, Martin and Hermerschmidt, Lars and Kerpen, Daniel and H{\"a}u{\ss}ling, Roger and Rumpe, Bernhard and Wehrle, Klaus}
}