Industrial Internet of Things

Das fortiss Kompetenzfeld Industrial Internet of Things (IIoT) befasst sich mit der Konzeption, Entwicklung und Validierung neuartiger Kommunikations- und Rechenarchitekturen mit dem Ziel, heterogene und dezentrale Dienste und Ressourcen effizient, robust und möglichst zukunftsweisend zu realisieren.

Diese Aktivitäten werden durch die Entwicklung softwarebasierter Lösungen für die OSI-Schichten 2 und höher im Rahmen von drei primären Forschungsbereichen durchgeführt:

dezentrales Edge Computing
Systemanpassung in Echtzeit
in-network Berechnung und Analyse

Vision
Ermöglichung von IIoT-Anwendungen der nächsten Generation, z. B. Videostreaming, immersive AR/VR, Schwärme von Produktionsrobotern und autonome Fahrzeuge durch die Entwicklung flexibler, kognitiver IoT-Netzwerke und Rechenarchitekturen.

Mission
Überdenken, entwickeln und validieren Sie IIoT-Systeme, die Datenverarbeitung, Kommunikation und Serviceautomatisierung konsolidieren.

Angebot

Forschung, die auf neue Richtungen im Zusammenhang mit dem Edge-Cloud-Kontinuum abzielt, insbesondere das dezentralisierte Edge.
Unterstützung für die Integration des dezentralen Datenaustauschs in industriellen Umgebungen durch neuartige PubSub (Publish-Subscribe) Ansätze.
Unterstützung von bandbreitenintensiven IIoT-Anwendungen durch die Entwicklung kognitiver, KI/ML-basierter Netzwerkarchitekturen.
Schulung und Ausbildung, z. B. praktische Workshops für Edge Computing und technisches Mentoring im Bereich der fortgeschrittenen IIoT-Systeme.

Open-Source-Tools

Weitere Informationen

Whitepaper The Need for Network Service Composition in GAIA-X

Publikationen

2024 Latest Advances on Deterministic on Deterministic Wired/Wireless Industrial Networks Rute C. Sofia Book "6G Connectivity-Systems, Technologies, and applications", River Publishers, USA, Details URL DOI BIB
2023 Requirements for Reliable Wireless Industrial Services. Informational draft, IETF Reliable and Available Wireless Working Group Rute C. Sofia, Matthias Kovatsch und Paulo M. Mendes IETF RAW, ():, 2023. Details URL BIB
2023 6G visions for a sustainable and people-centric future - from communications to services, the CONASENSE perspective Rute C. Sofia und Ramjee Prasad volume . River Publishers, USA, , River Publishers, USA, August 2023 edition, 2023. Details URL BIB
2023 Shaping the Future of IoT with Edge Intelligence - How Edge Computing Enables the Next Generation of IoT Applications Rute C. Sofia und John Soldatos volume . Book, River Publishers, USA, , Book, CONASENSE series edition, 2023. Details URL BIB
2023 IoT Things to Service Matchmaking at the Edge Nisrine Bnouhanna und Rute C. Sofia Book chapter, Shaping the Future of IoT with Edge Intelligence - How Edge Computing Enables the Next Generation of IoT Applications, River Publishers, USA, Details URL BIB
2023 The EFPF Approach to Manufacturing Applications across Edge-Cloud Rute C. Sofia, Carlos Coutinho, Gabriele Scivoletto, Gianluca Insolvibile, Rohit A. Deshmukh, Alexander Schneider, Violeta Damjanovic-Behrendt, Fernando Gigante, Usman Wajid, Dimosthenis Ioannidis und Theofilos Mastos Book Chapter, Shaping the Future of IoT with Edge Intelligence - How Edge Computing Enables the Next Generation of IoT Applications, River Publishers USA, Details URL BIB
2023 Dynamic, Context-Aware Cross-Layer Orchestration of Containerized Applications Rute C. Sofia, Doug Dykeman, Peter Urbanetz, Akram Galal und Dushyant Dave IEEE Access, ():, 2023. Details URL DOI BIB
2023 Fine Time Measurement based Time Synchronization for Multi-AP Wireless Industrial Environments Sugandh H. Mohan und Rute C. Sofia In inProc. IEEE WiMob2023, IEEE. Details URL DOI BIB
2023 White Paper IoT and Crisis Preparedness - AIOTI FG Buildings and Communities Ana Pereira, Rita Santiago, Patricia Jimenez, Pietro Dionisio, Lazaros Karagiannidis, Evangelos Maltezos, Panagiotis Michalis, Dimitris Diagourtas, George Suciu, Monica Florea, Asbjorn Hovsto, Flemming Sven, Tonny Velin, Dolores Ordonez, Karoline Krenn, Roman Vanhee, Rute C. Sofia, Rouman Nikolov, Amelie Gyrard, Gabriel Petrescu und Mario Drobics AIOTI White paper, Details URL DOI BIB
2023 Fine Time Measurement based Time Synchronization for Multi-AP OFDMA Wireless Industrial Environments Sugandh H. Mohan, Rute C. Sofia, Florian Wiedner, Jonas Andre und Georg Carle Master thesis, CIT, TUM, Details URL BIB
2023 Handbook – A Selection of Wireless Communications Technologies for Mechanical and Plant Engineering Peter Nevermann, Frank Buckhardt, Daniel Wilkomm, Miriam Solera, Christoph Böckenhoff, Michael Zahlecker, Matthias Flieger, Ofer Blonskey, Gabi Daniely, Rute C. Sofia, Josef Bernhard, Jorge Luis Juárez Peña, Maria Fresia, Alexander Kahlig, Bela Márkus, Gianni Zizzi, Volker Braun, Wolfgang Weber, Matthias Bohge, Eike Lyczkowski, Ulrich Sinn, Neval Pervane, Kilian Löser, Christoph Weiler, Marc Schmidt, Gabriel Böwering, Sascha Elsner, Simon Flepp, Dimitri Block, Jussi Numminen, Juho Pirskanen, Juha Salokannel, Liisa Salone, Thomas Weisshaupt, Roland Schaefer, Harald Lukosz, Sascha Joos, Markus Birkhold, Murtaza Abbas, Wolfgang Balzer, Christoph Cammin, Thomas Robert Doebbert, Heiko Noll, Andreas Langwieser, Tobias Heuft, Susanne Krichel, Volker Heinzer, Josef Teepker, Andreas Pfaff, Thomas Pohlmann, Christian Bauer, Stefan Manz, Matthias Noller und Annika Gregorz volume . VDMA Services GmbH, , edition, 2023. Details URL BIB
2023 An Analysis of Machine Learning-based Semantic Matchmaking Erkan Karabulut und Rute C. Sofia In IEEE Access, Vol 11, 10.1109/ACCESS.2023.3259360. Mar 2023, IEEE. Details URL BIB
2023 An Analysis of ML-based Outlier Detection for Mobile Phone Trajectories Francisco Melo Pereira und Rute C. Sofia inProc. MDPI Future Internet, ():, 2023. Details URL BIB
2022 Fine Time Measurement Based Synchronisation for Industrial Wireless/Wired Networks Sugandh H. Mohan und Rute C. Sofia In inProc. IEEE WPMC2022, IEEE. Details URL DOI BIB
2022 Neue Standards erweitern deterministische drahtlose Produktionsinfrastructuren Rute C. Sofia VDMA Future Manufacturing, Details URL BIB
2022 EU-IoT and OntoCommons Workshop Ontological interoperability, standardization recommendations discussion Rute C. Sofia und Rita Giuffrudita Details URL DOI BIB
2022 ML-based data classification and data aggregation on the edge Erkan Karabulut, Rute C. Sofia und Jörg Ott MSc Thesis, CIT, TUM, Details URL BIB
2022 A Proposal for Time-Aware Scheduling in Wireless Industrial IoT Environments Ben Schneider und Rute C. Sofia inProc. IEEE/IFIP NOMS 2022, ():, 2022. Details URL BIB
2022 An Evaluation of a Semantic Thing To Service Matching Approach in Industrial IoT Environments Nisrine Bnouhanna, Erkan Karabulut, Rute C. Sofia, E. Seder und G. Insolvibile inProc. 2022 IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops), 2022, pp. 433-438, doi: 10.1109/PerComWorkshops53856.2022.9767519. Pisa, Italy., ():, 2022. Details URL DOI BIB
2021 ML-based Data Classification and Data Aggregation on the Edge Erkan Karabulut, Nisrine Bnouhanna und Rute C. Sofia In CoNEXT-SW '21: Proceedings of the CoNEXT Student Wokshop, pages 21-22, ACM. Details URL DOI BIB
2021 A vision on Smart, Decentralised Edge Computing Research Directions Rute C. Sofia und John Soldatos EU-IoT white paper, ():, 2021. Details URL BIB
2021 The Internet-of-Things Open Source Ecosystem in 2021 John Soldatos, Rute C. Sofia, Monique Calisti und Dariya Rublova White Paper Details URL BIB
2021 A Performance Analysis of Internet of Things Networking Protocols: Evaluating MQTT, CoAP, OPC UA Daniel Maniglia da Silva, Liliana I. Carvalho, José Soares und Rute C. Sofia MDPI Appl. Sci. 2021, 11(11), 4879; Highly Cited Paper Award, ():, 2021. Details URL DOI BIB
2021 IoT Thing To Service Semantic Matching Nisrine Bnouhanna, Rute C. Sofia und Alexander Pretschner In inProc IEEE Percom 2021 (Best PhD paper award), 2021 IEEE International Conference on Pervasive Computing and Communications Workshops (PerCom Workshops). Details URL DOI BIB
2020 A Review on Scaling Mobile Sensing Platforms for Human Recognition: Challenges and Recommendations for Future Research Liliana I. Carvalho und Rute C. Sofia MDPI IoT, November 2020. https://doi.org/10.3390/iot1020025, ():, 2020. Details URL DOI BIB
2020 A Discussion on Context-awareness to Better Support the IoT Cloud/Edge Continuum Daniel Maniglia da Silva und Rute C. Sofia IEEE Access, volume 8. DOI: 10.1109/ACCESS.2020.3032388, ():, 2020. Details URL BIB
2020 Information-centric Routing for Opportunistic Wireless Networks - draft-mendes-icnrg-dabber-05 Paulo M. Mendes, Rute C. Sofia, Vassilis Tsaoussidis und Carlos Borrego IETF Network Working Group draft, experimental, ():, 2020. Details URL BIB
2020 Leveraging Context-awareness to Better Support the IoT Cloud-Edge Continuum Liliana I. Carvalho, Daniel Maniglia da Silva und Rute C. Sofia InProc. of The Fifth International Conference on Fog and Mobile Edge Computing (FMEC 2020). Paris, France, ():, 2020. Details URL DOI BIB
2020 Global Mobility Management for Next Generation Networks Rute C. Sofia volume ISBN-13: 978-1-5275-4848-0, ISBN-10: 1-5275-4848-1. Cambridge Scholars, , 2020 Computer Science edition, 2020. Details URL BIB
2020 Native OPC UA Handling and IEC 61499 PLC Integration within the Arrowhead Framework Jose Cabral, Kirill Dorofeev und Pal Varga In 3RD IEEE International Conference on Industrial Cyber-Physical Systems, Details BIB
2020 Skill-Based Engineering in Industrial Automation Domain: Skills Modeling and Orchestration Kirill Dorofeev In 42nd International Conference on Software Engineering (ICSE) Companion, Details BIB
2020 Forwarding in Opportunistic Information-CentricNetworks: an Optimal Stopping Approach Carlos Borrego, Marica Amadeo, Antonella Molinaro, Paulo M. Mendes, Rute C. Sofia, Naercio Magaia und Joan Borrel IEEE Communications Magazine, Volume 58, Issue 5, pp 56-61. 10.1109/MCOM.001.1900774., ():, 2020. Details URL BIB
2020 Mobile Pervasive Augmented Reality Systems - MPARS The Role of User Preferences in the Perceived Quality of Experience in Outdoor Applications Rui Pascoal, Ana de Almeida und Rute C. Sofia ACM Transactions on Internet Technology, (Volume 20, Issue 1, Article 7):, 2020. Details URL DOI BIB
2019 An Analysis of Fog Computing Data Placement Algorithms Daniel Maniglia da Silva, Godwin Asaamoning, Hector Orrillo, Rute C. Sofia und Paulo M. Mendes In Proceedings of the 16th EAI International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services (EFIOT workshop) 2019. Details URL BIB
2019 Mobility Management via Inference of Roaming Behavior Omar Aponte und Rute C. Sofia In Proceedings of the IEEE 15th International Conference on Wireless and Mobile Communications (WiMob 2019), workshop on Selected Topics in Wireless and Mobile Computing (STWiMob2019). Details URL BIB
2019 TSNSCHED: Automated Schedule Generation for Time Sensitive Networking Aellison Cassimiro T. dos Santos, Ben Schneider und Vivek Nigam Details PDF BIB

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Industrial Internet of Things

Industrial Internet of Things

Angebot

Open-Source-Tools

Weitere Informationen

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Projekte

Demonstrator

Publikationen