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Publications of the Research Group

Fingerprinting Analog IoT Sensors for Secret-Free Authentication

Lorenz, Felix and Thamsen, Lauritz and Wilke, Andreas and Behnke, Ilja and Waldmüller-Littke, Jens and Komarov, Ilya and Kao, Odej and Paeschke, Manfred

IoTSPT-ML 2020: 10th International Workshop on Security, Privacy, Trust, and Machine Learning for IoT. IEEE, To appear. 2020

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eXtreme Role Engineering: Ein neuer Ansatz zur Rechtedefinition und -vergabe

Thomas Hildmann and Odej Kao and Christopher Ritter

Proceedings der GI Tagung Sicherheit 2008. GI-Verlag, 569-574. 2008

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Anomaly Detection and Levels of Automation for AI-Supported System Administration

Gulenko, Anton and Kao, Odej and Schmidt, Florian

Annual International Symposium on Information Management and Big Data, 1–7. 2019

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MicroRCA: Root Cause Localization of Performance Issues in Microservices

Wu, Li and Tordsson, Johan and Elmroth, Erik and Kao, Odej

NOMS 2020-2020 IEEE/IFIP Network Operations and Management Symposium, 1–9. 2020

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Learning more expressive joint distributions in multimodal variational methods

S. Nedelkoski and M. Bogojevski and O. Kao

2020 International Conference on Machine Learning, Optimization, and Data Science, LOD 2020, To appear. 2020

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Self-Supervised Log parsing

S. Nedelkoski and J. Bogatinovski and A. Acker and J. Cardoso and O. Kao

European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, ECML-PKDD 2020, To appear. 2020

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Bitflow: An In Situ Stream Processing Framework

Gulenko, Anton and Acker, Alexander and Schmidt, Florian and Becker, Soeren and Kao, Odej

International Conference on Autonomic Computing and Self-Organizing Systems, To appear. 2020

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Service Level Agreement Aware Resource Management

Matthias Hovestadt

2006 Universität Paderborn

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Fault Tolerance Mechanisms for SLA-aware Resource Management

M. Hovestadt

Workshop on Reliability and Autonomic Management of Parallel and Distributed Systems (RAMPDS-05), at 11th IEEE International Conference on Parallel and Distributed Systems (ICPADS2005), Fukuoka, Japan 2005

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AI-Governance and Levels of Automation for AIOps-supported system administration

Gulenko, Anton and Acker, Alexander and Kao, Odej and Liu, Feng

The 29th International Conference on Computer Communications and Networks, To appear. 2020

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Superiority of Simplicity: A Lightweight Model for Network Device Workload Prediction

Acker, Alexander and Wittkopp, Thorsten and Nedelkoski, Sasho and Bogatinovski, Jasmin and Kao, Odej

15th Conference on Computer Science and Information Systems, To appear. 2020

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Self-Attentive Classification-Based Anomaly Detection in Unstructured Logs

Nedelkoski, Sasho and Bogatinovski, Jasmin and Acker, Alexander and Cardoso, Jorge and Kao, Odej

ICDM 2020: 20th IEEE International Conference on Data Mining, To appear. 2020

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Sicherung von Dienstg�ten in Grid Systemen

Matthias Hovestadt and Odej Kao

20. DFN-Arbeitstagung, Heilbronn 2006

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Interrupting Real-Time IoT Tasks: How Bad Can It Be to Connect Your Critical Embedded System to the Internet?

Behnke, Ilja and Pirl, Lukas and Thamsen, Lauritz and Danicki, Robert and Polze, Andreas and Kao, Odej

IPCCC 2020: 39th International Performance Computing and Communications Conference, To appear. 2020

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MicroRAS: Automatic Recovery in the Absence of Historical Failure Data for Microservice Systems

Li Wu, Johan Tordsson, Alexander Acker and Odej Kao

UCC 2020: 13th IEEE/ACM International Conference on Utility and Cloud Computing, To appear. 2020

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SLA-aware Job Migration in Grid Environments

Matthias Hovestadt and Odej Kao and Axel Keller

Proceedings of the Advanced Research Workshop on High Performance Computing: Technology and Applications (HPC) 2004

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Decentralized Federated Learning Preserves Model and Data Privacy

Thorsten Wittkopp and Alexander Acker

18th International Conference on Service-Oriented Computing, To appear. 2020

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Scheduling in HPC Resource Management Systems: Queuing vs. Planning

Matthias Hovestadt and Odej Kao and Axel Keller and Achim Streit

Proceedings of the 9th International Workshop on Job Scheduling Strategies for Parallel Processing (JSSPP 2003), LNCS 2862. Springer, 1-20. 2003

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TELESTO: A Graph Neural Network Model for Anomaly Classification in Cloud Services

Dominik Scheinert and Alexander Acker

18th International Conference on Service-Oriented Computing, To appear. 2020

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Towards Collaborative Optimization of Cluster Configurations for Distributed Dataflow Jobs

Will, Jonathan and Bader, Jonathan and Thamsen, Lauritz

2020 IEEE International Conference on Big Data, To appear. 2020

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Evaluating Adaptive Compression to Mitigate the Effects of Shared I/O in Clouds

Hovestadt, Matthias and Kao, Odej and Kliem, Andreas and Warneke, Daniel

Proceedings of the 2011 IEEE International Symposium on Parallel and Distributed Processing Workshops and PhD Forum. IEEE Computer Society, 1042–1051. 2011

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Performance Diagnosis in Cloud Microservices using Deep Learning

Wu, Li and Bogatinovski, Jasmin and Nedelkoski, Sasho and Tordsson, Johan and Kao, Odej

18th International Conference on Service-Oriented Computing, To appear. 2020

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The First Step of Introducing Risk Management for Prepossessing SLAs.

Matthias Hovestadt and Odej Kao and Kerstin Voss

Proceedings of the IEEE International Conference on Services Computing (SCC 2006), 36-43. 2006

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A Scalable and Dependable Data Analytics Platform for Water Infrastructure Monitoring

Lorenz, Felix and Geldenhuys, Morgan and Sommer, Harald and Jakobs, Frauke and Lüring, Carsten and Skwarek, Volker and Behnke, Ilja and Thamsen, Lauritz

2020 IEEE International Conference on Big Data, To appear. 2020

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Chiron: Optimizing Fault Tolerance in QoS-aware Distributed Stream Processing Jobs

Geldenhuys, Morgan and Thamsen, Lauritz and Kao, Odej

2020 IEEE International Conference on Big Data, To appear. 2020

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First Steps of a Monitoring Framework to Empower Risk Assessment on Grids

Matthias Hovestadt and Nicolas Lerch and Holger Nitsche and Kerstin Vo�

Cracow Grid Workshop 2006

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Optimizing Convergence for Iterative Learning of ARIMA for Stationary Time Series

Styp-Rekowski, Kevin and Schmidt, Florian and Kao, Odej

2020 IEEE International Conference on Big Data, To appear. 2020

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Transformation Middleware for Heterogeneous Healthcare Data in Mobile E-health Environments

Ivanov, Dimo and Kliem, Andreas and Kao, Odej

Proceedings of the 2013 IEEE Second International Conference on Mobile Services. IEEE Computer Society, 39–46. 2013

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Autoencoder-based Condition Monitoring and Anomaly Detection Method for Rotating Machines

Ahmad, Sabtain and Styp-Rekowski, Kevin and Nedelkoski, Sasho and Kao, Odej

2020 IEEE International Conference on Big Data, To appear. 2020

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An approach combining routing and resource sharing in wireless ad hoc networks using swarm-intelligence

Peter Janacik and Odej Kao and Ulf Rerrer

Proceedings of the 7th ACM/IEEE Symposium on Modeling, Analysis and Simulation of Wireless and Mobile Systems (MSWiM 2004). CTi Press, 31-40. 2004

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A routing approach using swarm-intelligence for resource sharing in wireless ad hoc networks

Peter Janacik and Odej Kao and Ulf Rerrer

Proceedings of the International Symposium on Trends in Communications (SYMPOTIC 2004). IEEE Press, 170-174. 2004

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Simultaneous Editing of JSON Objects via Operational Transformation

Jungnickel, Tim and Herb, Tobias

ACM Symposium on Applied Computing. ACM, 812–815. 2016

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Pluto: The CRDT-Driven IMAP Server

Jungnickel, Tim and Oldenburg, Lennart

Principles and Practice of Consistency for Distributed Data. ACM, 1:1–1:5. 2017

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formic: Building Collaborative Applications with Operational Transformation

Jungnickel, Tim and Bräunlich, Ronny

International Conference on Distributed Applications and Interoperable Systems. Springer, to appear. 2017

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Designing a Planetary-Scale IMAP Service with Conflict-free Replicated Data Types

Jungnickel, Tim and Oldenburg, Lennart and Loibl, Matthias

International Conference on Principles of Distributed Systems. LIPIcs, 23:1–23:17. 2018

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Online Datenmanagement via Internet

Gerhard Joubert and Odej Kao

Informationstechnologie – Grundlagen und Anwendungen, 46-48. 2001

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Aspects of Image Processing for Multimedia Applications

Gerhard Joubert and Odej Kao

L. Gradinetti et al. (Edts.) Advances in High Performance Computing. Kluwer Academicpublishers, 321-333. 1997

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On the Offline Portability of Web Sites

Gerhard Joubert and Odej Kao and Ingo la Tendresse and S. Weinhuber

B. Stanford-Smith, P.T. Kidd (Edts.): E-business – Key Issues, Applications and Technologies, 982-989. 2000

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Clouds als Antrieb des neuen Internets

Odej Kao

2020 - Gedanken zur Zukunft des Internets. Klartext Verlag, 15-21. 2010

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Virtualisierung als Grundlage für modernen IT-Betrieb

Odej Kao

Proceedings of the 41 GI Conference: Informatik 2011 - Informatik schafft Communities. GI, 73-74. 2011

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