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Nina Großegesse, Christian Maier, Felix Strohmeier, Vinicius Jose De Menezes Pereira (2025):
Federated Learning for Anomaly Detection in Edge–Cloud Communication Systems.
In: IEEEXplore
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Narges Mehran; Zahra Najafabadi Samani; Samira Afzal; Frank Pallas (2025):
Energy-aware Prediction-based Scheduling of Dataflow Processing on the Cloud, Fog, and Edge
In: 2025 IEEE International Conference on Cloud Engineering (IC2E)
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Cansu Demir; Narges Mehran; Alexander Meschtscherjakov (2025):
Twin the Drive: An HGBR-based Machine Learning Model as a Vehicular Digital Twin for Risk Detection
In: Adjunct Proceedings of the 17th International Conference on Automotive User Interfaces and Interactive Vehicular Applications.
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Christian Maier, Nina Großegesse, Felix Strohmeier (2025):
Predicting performance metrics in edge-cloud networks using Graph Neural Networks.
In: Proceedings of the 3rd Workshop on Machine Learning in Networking (MaLeNe), co-located with the 6th International Conference on Networked Systems (NetSys 2025).
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Narges Mehran, Zahra Najafabadi Samani, Reza Farahani, Josef Hammer, Dragi Kimovski (2025):
DEEP: Edge-Based Dataflow Processing with Hybrid Docker Hub and Regional Registries
In: 2025 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW)
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Benjamin Alt, Sebastian Bast, Matthias Babel, Julian Buitmann, Lars Creutz, Guido Dartmann, Marvin Ehaus, Thomas Engel, Fabian Gast, Nina Großegesse, Achim Guldner, Nils Jahnke, David Jilg, Marc-Fabian Körner, Justus Leskow, Johannes Mundorf, Stefan Naumann, Alexandra Pehlken, Marvin Schacht, Leo Schick, Tobias Schlagenhauf, Alexander Schultheis, Karsten Schörner, Sebastian Straub, Jens Strüker, Ralph Traphöner, Moritz-André Weiher (2025):
Bewertung von Edge-Cloud-Systemen
Vorgehen, Instrumente, Metriken. Eine Studie der Begleitforschung zum Technologieprogramm Edge Datenwirtschaft im Auftrag des Bundesministeriums für Forschung, Technologie und Raumfahrt (BMFTR).
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Madhu Dasika, Jia Lei Du, Narges Mehran, Stefan Farthofer-Oster, Dina Barbian, Andreas Hantsch, Sirine Arfa, Ulrike Faltings, Michael Schäfer (2025):
Energy-aware Placement of AI Applications in an Edge-Cloud Continuum with Neuromorphic Chips for Steel Scrap Classification
In: 22nd International Conference on Distributed Computing and Artificial Intelligence
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Narges Mehran, Nikolay Nikolov, Radu Prodan, Dumitru Roman, Dragi Kimovski, Frank Pallas, Peter Dorfinger (2025):
ADApt: Edge Device Anomaly Detection and Microservice Replica Prediction
In: 2025 IEEE 9th International Conference on Fog and Edge Computing (ICFEC).
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Dominik Krah und Stefan Farthofer-Oster (2025):
Measuring the Effects of Guaranteed Bit Rate on 5G Cell Resource Allocation and Throughput
In: 2025 9th Network Traffic Measurement and Analysis Conference (TMA)
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Dominik Krah und Stefan Farthofer-Oster (2025):
Measuring the Effects of Guaranteed Bit Rate on 5G Cell Resource Allocation and Throughput
In: 2025 9th Network Traffic Measurement and Analysis Conference (TMA)
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Stefan Linecker; Felix Strohmeier; Peter Dorfinger; Christof Brandauer (2025):
Real-Time Energy Data Aggregation for Energy Communities
In: Zielinski, S., Eichler, G., Erfurth, C., Fahrnberger, G. (eds) Innovations for Community Services. I4CS 2025. Communications in Computer and Information Science, vol 2513. Springer, Cham.
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Dominik Krah, Johannes Greul, Stefan Farthofer-Oster (2025):
Machine Learning Assisted Optimization of 5G Network Parametrization
In: 6th Interdisciplinary Data Science Conference (iDSC'25) Salzburg
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Narges Mehran, Zahra Najafabadi Samani, Samira Afzal, Radu Prodan, Frank Pallas, Peter Dorfinger (2025):
PreMatch: A Prediction-based Scheduler for Dataflow Asynchronous Processing on the Computing Continuum
In: SAC '25: Proceedings of the 40th ACM/SIGAPP Symposium on Applied Computing, Pages 316 - 324, 2025.
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Guntram Pressmair, Jakob Papouschek, Michael Thelen, Roberto Rocchetta, Jalomi Maayan Tardif, Aviva Shemesh (2025):
New Business Opportunities Leveraging the Flexibility Potential of Electric Shared Vehicle Fleets.
GAMES Industry White Paper
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Mark Stefan, David Reihs, Florian Strebl, Jawad Kazmi, Ingrid Schürrer, Alexander Herbst, Peter Dorfinger, Stefan Linecker, Peter Stern, Stephan Cejka, Franz Zeilinger, Johannes Reichl, Rudolf Kapeller, Günther Eibl, Oliver Langthaler (2024):
ECOSINT Best-Practice Handbuch & Handlungsempfehlungen
© The ECOSINT Consortium, 2020-2024.
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Christof Brandauer, Filip Pröstl Andrén, Catalin Gavriluta, Thomas Strasser, Armin Veichtlbauer, Gerald Steinmaurer, Jürgen Resch, Sebastian Schöndorfer (2024):
Collaborative engineering and testing of smart grid automation applications
In: e+i Elektrotechnik und Informationstechnik.
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Felix Strohmeier, Alexia Tischberger-Aldrian (2024):
Potenziale für die Kreislaufwirtschaft: Digitale Produktpässe für optimiertes Metallrecycling
In: Recy & DepoTech Konferenzband 2024.
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Claus Mersch, Felix Strohmeier, Maria Dos Santos (2024):
Digital Product Passport: Enabling Sustainable Supply Chain Management for Electric Vehicle Batteries.
In: POSTER-Konferenzband zur 17. Recy & DepoTech-Konferenz
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Alexia Tischberger-Aldrian, Klemens Winkler, Valeria Fonseca Diaz, Roman Rainer, Felix Strohmeier, Melanie Neubauer, Elmar Rückert, Gerhard Ebenhofer, Thomas Pönitz & Gerald Koinig (2024):
Datenbereitstellung für KI-Systeme – Fallbeispiele und ihre Herausforderungen
Data basis for AI systems - case studies and their challenges
In: POSTER-Konferenzband zur 17. Recy & DepoTech-Konferenz
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Reza Farahani, Narges Mehran, Sashko Ristov, Radu Prodan (2024):
HEFTLess: A Bi-Objective Serverless Workflow Batch Orchestration on the Computing Continuum
In: 2024 IEEE International Conference on Cluster Computing (CLUSTER).
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Sabrina Pochaba, Christian Maier, Matthias Herlich, Peter Dorfinger (2024):
Make your dataset representative: Fill data gaps with active measurements
In: 20th International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob 2024).
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Christof Brandauer, Filip Pröstl Andrén, Catalin Gavriluta, Thomas Strasser, Armin Veichtlbauer, Gerald Steinmaurer, Jürgen Resch, Sebastian Schöndorfer (2024):
Collaborative Engineering and Testing of Smart Grid Automation Applications.
In: Proceedings of the CIGRE Session 2024.
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Georg Güntner (2024):
Instandhaltung 4.0: versprochen – gehalten?
In: Andreas Dankl, Jutta Isopp (Hrsg.). Berichte aus Praxis und Forschung Instandhaltung. Asset Management. Digitalisierung. ISBN 978-3-7011-0558-8. Leykam Buchverlag.
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Michael Thelen, Eva-Maria Hollauf, Veronika Hornung-Prähauser (2024):
Digital Transformation Accelerator Design and Challenges for Cooperation between RTOs and Technology-based SMEs and Start-ups
In: R&D Management Conference, Stockholm
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Marcel Hallmann, Robert Pietracho, Przemyslaw Komarnicki, Jia Lei Du, Michael Niederkofler, Peter Käfer (2024):
IKT-Konzepte zur Digitalisierung von MicroGrids und deren Betriebsführung
In: HMD Praxis der Wirtschaftsinformatik
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Sabrina Pochaba, Christian Maier, Matthias Herlich, Peter Dorfinger (2024):
An Open Data Set about Multi-Provider Redundancy in Cellular Networks
In: IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks (WoWMoM)
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Georg Güntner (2024):
Digitale Kommunikation in Produktionsnetzwerken
Wie man die steigenden Herausforderungen an die Interoperabilität in der Industrie mit Hilfe von digitalen Zwillingen und semantischer Datenintegration meistert.
In: Andreas Dankl, Jutta Isopp (Hrsg.). Berichte aus Praxis und Forschung Instandhaltung. Asset Management. Digitalisierung. ISBN 978-3-7011-0558-8. Leykam Buchverlag.
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Haitham Afifi, Sabrina Pochaba, Andreas Boltres, Dominic Laniewski, Janek Haberer, Leonard Paeleke, Reza Poorzare, Daniel Stolpmann, Nikolas Wehner, Adrian Redder, Eric Samikwa, Michael Seufert (2024):
Machine Learning with Computer Networks: Techniques, Datasets and Models
In: IEEE Access, vol. 12, pp. 54673-54720, 2024.
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Florian Schöpflin, Caroline Atzl, Stefan Farthofer-Oster, Peter Dorfinger, José Carmona, David Hildenbrandt, Andreas Kuhn, Manfred Mittlböck (2024):
Mehrwert und Herausforderungen der 5G-Technologie im Anwendungsbereich der Geoinformatik.
Ergebnisse aus den zwei Forschungsprojekten 5G-Mobis und 5G-EXPS
In: gis.Science Fachzeitschrift für Geoinformatik
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Marleen Bahe, Kenji De Souza Yamane, Nina Großegesse, Matthias Herlich, Jia Lei Du, Christof Brandauer, Christian Ferenz (2024):
Traffic Prediction of Real Network Traffic Data with LSTM Neural Networks
In: Advances in Information and Communication. FICC 2024. Lecture Notes in Networks and Systems, vol 919. Springer.
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Georg Güntner (Hrsg.) - mit Beiträgen von Sebastian Baron, Nicole Bodmayer, Christian Borgelt, Martin Brugger, Michael Eitzinger, Dietmar Glachs, Fabian Hartleb, Oliver Hofbauer, Thomas Lehrer, Stefan Linecker, Erwin Spitaler, Felix Strohmeier. (2024):
Interoperabilität in Produktionsnetzwerken.
Digitale Kommunikation mit Semantic Integration Patterns. Salzburg: Salzburg Research.
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Oliver Langthaler, Jawad Kazmi, Stefan Linecker (2024):
Elicitation and Formalization of Local Energy Community Stakeholder Requirements in Austria.
In: Conference Proceedings, 18. Symposium Energieinnovation (EnInnov 2024)
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Georg Güntner, Dietmar Glachs, Stefan Linecker, Felix Strohmeier (2023):
Industrial Communication with Semantic Integration Patterns
In: Terzi, S., Madani, K., Gusikhin, O., Panetto, H. (eds) Innovative Intelligent Industrial Production and Logistics. IN4PL 2023. Communications in Computer and Information Science, vol 1886. Springer, Cham. Print ISBN: 978-3-031-49338-6. eBook ISBN: 978-3-031-49339-3
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Georg Güntner (2023):
Informationsdrehscheibe digitaler Zwilling
In: Information Unlimited #41: Smarter Factories
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Georg Güntner (2023):
Information Hub Digital Twin
In: Information Unlimited #41: Smarter Factories (English Edition)
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Guntram Geser (2023):
Achievements of the ARIADNE Initiative for Archaeological Data Sharing and Research.
In: Internet Archaeology 64, https://doi.org/10.11141/ia.64.2
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Dominik Krah, Stefan Farthofer-Oster, Peter Dorfinger (2023):
Estimating 5G Cell Utilization by Passive Measurement: A Machine Learning Approach
In: 2023 International Symposium on Networks, Computers and Communications (ISNCC)
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Brandauer, C., Linecker, S., Pröstl Andren, F., Gavriluta, C., Strasser, T. I., Veichtlbauer, A., Steinmaurer, G., Resch, J. & Schöndorfer, S. (2023):
A Collaborative Engineering and Validation Framework for Smart Grid Automation Applications – The PowerTeams Approach.
In: CIRED Conference Proceedings (27th International Conference on Electricity Distribution (CIRED 2023)
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R.C. Sofia, C. Coutinho, G. Scivoletto, G. Insolvibile, R.A. Deshmukh, A. Schneider, V. Damjanovic-Behrendt, F. Gigante, U. Wajid, A. Nizamis, D. Ioannidis, T. Mastos (2023):
The EFPF approach to manufacturing applications across Edge-Cloud
In: Sofia, R.C., & Soldatos, J. (Eds.). Shaping the Future of IoT with Edge Intelligence: How Edge Computing Enables the Next Generation of IoT Applications (1st ed.). River Publishers. https://doi.org/10.1201/9781032632407
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Hollauf, Eva-Maria; Hornung-Prähauser, Veronika; Thelen, Michael; Wieden-Bischof, Diana; Lassnig, Markus; Pressmair, Guntram; (2023):
Systematic Innovation Ecosystem Modelling for Sustainable E-Mobility Services: Insights into an Open Multi-Stakeholder Design Approach.
In: R&D Management Conference 2023
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Marleen Bahe, Matthias Herlich, Peter Dorfinger, Josef Leist, Christian Wohlsein, Markus Radauer, Gerald Hörack, and Walter Schaffer. (2023):
Detecting Power Outages in Low-Voltage Networks from Telecommunications Networks Data.
In: Proceedings of the CIRED International Conference & Exhibition on Electricity Distribution.
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Georg Güntner (2023):
Das geheime Leben einer Störmeldung.
Moderne Industriekommunikation mit Semantic Integration Patterns.
In: Andreas Dankl, Jutta Isopp (Hrsg.). Berichte aus Praxis und Forschung Instandhaltung. Asset Management. Digitalisierung. ISBN 978-3-7011-0514-4. Leykam Buchverlag.
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Michael Spitzhirn, Martin Benter, Christoph Heindl, Noël Scheder, Gerhard Reisinger, Felix Strohmeier & Wernher Behrendt (2022):
Hybrid work systems—platform-based work planning—designing productive and human-centered work processes
In: Zeitschrift für Arbeitswissenschaft volume 76, pages 489–509 (2022)
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Veronika Hornung-Prähauser, Eva Hollauf, Elisabeth Häusler (2022):
”Digital MountAIn”: Initiating an open innovation ecosystem for data-driven alpine tourism and sports industry in Austria Experience with the ecosystem pie model method (EPM)
In: 9th World Open Innovation Conference, 15-16 November 2022
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Strohmeier, Felix; Güntner, Georg; Glachs, Dietmar; Mayr, Reinhard (2022):
Semantic Integration Patterns for Industry 4.0.
In: Proceedings of the 3rd International Conference on Innovative Intelligent Industrial Production and Logistics - EI2N, Valletta, Malta, ISBN 978-989-758-612-5; ISSN 2184-9285, pages 197-205. DOI: 10.5220/0011550100003329.
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Stefan Farthofer, Matthias Herlich, Christian Mier, Sabrian Pochaba, Julia Lackner, and Peter Dorfinger (2022):
An Open Mobile Communications Drive Test Data Set and Its Use for Machine Learning.
In: IEEE Open Journal of the Communications Society, vol. 3, pp. 1688-1701, 2022.
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Veronika Hornung-Prähauser, Eva Hollauf, Elisabeth Häusler (2022):
Co-creation methods for modelling emerging innovation ecosystems: ”Digital MountAIn”.
Initiating a data-driven innovation ecosystem for alpine tourism and sports industry.
In: R&D Management Conference, 7.July 2022
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Helmut Zörrer, Matthias Probst, Georg Weichhart, Felix Strohmeier, Mathias Schmoigl-Tonis (2022):
ROBxTASK RTE – a lightweight runtime environment to implement collaborative processes across different robotic systems.
In: 10th IFAC Conference on Manufacturing Modelling, Management and Control (MIM22)
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Martin Happ, Jia Lei Du, Matthias Herlich, Christian Maier, Peter Dorfinger and José Suárez-Varela (2022):
Exploring the Limitations of Current Graph Neural Networks for Network Modeling.
In: Proceedings of the IEEE/IFIP Network Operations and Management Symposium.
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Markus Lassnig, Julian Marius Müller, Karin Klieber, Alexander Zeisler, Max Schirl (2021):
A digital readiness check for the evaluation of supply chain aspects and company size for Industry 4.0.
In: Journal of Manufacturing Technology Management
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