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Publications (since 2014)

This site gives an overview of the group's publications since 2014. (Earlier publications can be found here.)

Offline Trace Generation for Microservice Observability

Dominik Ernst and Stefan Tai

13th Workshop on Service oriented Enterprise Architecture for Enterprise Engineering (SoEA4EE) 2021 2021

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Towards Digital Twins of Multimodal Supply Chains

Anselm Busse and Benno Gerlach and Joel Cedric Lengeling and Peter Poschmann and Johannes W. and Simon Zarnitz

Logistics 2021

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EVM-Perf: High-Precision EVM Performance Analysis

Anselm Busse and Jacob Eberhardt and Stefan Tai

2021 IEEE International Conference on Blockchain and Cryptocurrency (ICBC), 1–8. 2021

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FaaSter Troubleshooting – Evaluating Distributed Tracing Approaches for Serverless Applications

Maria Borges and Sebastian Werner and Ahmet Kilic

2021 IEEE International Conference on Cloud Engineering (IC2E). IEEE Computer Society. 2021

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Application-Platform Co-design for Serverless Data Processing

Werner, Sebastian and Tai, Stefan

Service-Oriented Computing, 19th International Conference on Service-Oriented Computing. Springer International Publishing, 627–640. 2021

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Trustworthy Pre-Processing of Sensor Data in Data On-chaining Workflows for Blockchain-based IoT Applications

Jonathan Heiss and Anselm Busse and Stefan Tai

Service-Oriented Computing, 19th International Conference on Service-Oriented Computing. Springer International Publishing, 627–640. 2021

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TIRA: An OpenAPI Extension and Toolbox for GDPR Transparency in RESTful Architectures

Elias Grünewald and Paul Wille and Frank Pallas and Maria C. Borges and Max-R. Ulbricht

2021 IEEE European Symposium on Security and Privacy Workshops (EuroS\&PW). IEEE Computer Society. 2021

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Utilizing representation learning for robust text classification under datasetshift

Max Lübbering and Michael Gebauer and Rajkumar Ramamurthy and Maren Pielka and Christian Bauckhage and Rafet Sifa

Proceedings of the Conference ``Lernen, Wissen, Daten, Analysen'', CEUR Workshop Proceedings 2021

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Toxicity Detection in Online Comments with Limited Data: A Comparative Analysis

Max Lübbering and Maren Pielka and Kajaree Das and Michael Gebauer and Rajkumar Ramamurthy and Christian Bauckhage and Rafet Sifa

ESANN 2021 proceedings. Ciaco - i6doc.com. 2021

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Decoupling Autoencoders for Robust One-vs-Rest Classification

Max Lübbering and Michael Gebauer and Rajkumar Ramamurthy and Maren Pielka and Christian Bauckhage and Rafet Sifa

2021 IEEE 8th International Conference on Data Science and Advanced Analytics (DSAA), 1–10. 2021

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Messaging with Purpose Limitation – Privacy-Compliant Publish-Subscribe Systems

Karl Wolf and Frank Pallas and Stefan Tai

Proceedings of the 2021 EDOC Conference. Ieee. 2021

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RedCASTLE: Practically Applicable k_s-Anonymity for IoT Streaming Data at the Edge in Node-RED

Frank Pallas and Julian Legler and Niklas Amslgruber and Elias Grünewald

Proceedings of the 8th International Workshop on Middleware and Applications for the Internet of Things. Acm. 2021

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Supervised Autoencoder Variants for End to End Anomaly Detection

Max Lübbering and Michael Gebauer and Rajkumar Ramamurthy and Rafet Sifa and Christian Bauckhage

Pattern Recognition. ICPR International Workshops and Challenges: Virtual Event, January 10–15, 2021, Proceedings, Part II, 566–581. 2021

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From Imbalanced Classification to Supervised Outlier Detection Problems: Adversarially Trained Auto Encoders

Max Lübbering and Rajkumar Ramamurthy and Michael Gebauer and Thiago Bell and Rafet Sifa and Christian Bauckhage

International Conference on Artificial Neural Networks, 27–38. 2020

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Blockchain-based Local Energy Grids: Advanced Use Cases and Architectural Considerations

Marco Peise and Jörn Kuhlenkamp and Anselm Busse and Jacob Eberhardt and Max-R. Ulbricht and Stefan Tai and Jörg Baus and Martin Kassebaum and Thorsten Zörner

Proceedings of The IEEE International Conference on Software Architecture (ICSA 2021). Ieee, 22–26. 2021

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