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Publications of the Research Group

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

Scheinert, Dominik and Acker, Alexander

18th International Conference on Service-Oriented Computing, 214-227. 2020

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QoS-aware Query Processing in Cluster-based Image Databases.

Ulf Rerrer and Odej Kao

Proceedings of the Parallel Computing Conference (Parco 2005). NIC Series, 491–498. 2005

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Artificial Intelligence for IT Operations (AIOPS) Workshop White Paper

Jasmin Bogatinovski and Sasho Nedelkoski and Alexander Acker and Florian Schmidt and Thorsten Wittkopp and Soeren Becker and Jorge Cardoso and Odej Kao

2021

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SLA negotiation protocol for Grid-based workflows

Dang Minh Quan and Odej Kao

Proceedings of the International Conference on High Performance Computing and Communications (HPPC-05), Lecture Notes in Computer Science (LNCS) 3726. Springer, 505�510. 2005

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Towards a Staging Environment for the Internet of Things

Jossekin Beilharz, Philipp Wiesner, Arne Boockmeyer, Florian Brokhausen, Ilja Behnke, Robert Schmid, Lukas Pirl, and Lauritz Thamsen

2021 IEEE International Conference on Pervasive Computing and Communications Workshops, To appear. 2021

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SLA-aware Job Migration in Grid Environments

Felix Heine and Matthias Hovestadt and Odej Kao and Axel Keller

Grid Computing: New Frontiers of High Performance Computing. Elsevier, 185–201. 2005

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PIERES: A Playground for Network Interrupt Experiments on Real-Time Embedded Systems in the IoT

Franz Bender, Jan Jonas Brune, Nick Lauritz Keutel, Ilja Behnke and Lauritz Thamsen

2021 ACM/SPEC International Conference on Performance Engineering Companion. ACM, 81-84. 2021

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Suitability of Positioning Techniques for Location-based Services in wireless LANs

Ulf Rerrer and Odej Kao

Proceedings of the 2nd Workshop on Positioning, Navigation and Communication 2005 (WPNC 2005). Shaker, 51–56. 2005

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LEAF: Simulating Large Energy-Aware Fog Computing Environments

Wiesner, Philipp and Thamsen, Lauritz

2021 5th IEEE International Conference on Fog and Edge Computing (ICFEC). IEEE, 29-36. 2021

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Emergent Schema Management for P2P-based Applications

Felix Heine

Global Data Management. IOS Press, 224–248. 2006

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Towards a Cognitive Compute Continuum: An Architecture for Ad-Hoc Self-Managed Swarms

Ferrer, Ana Juan and Becker, Soeren and Schmidt, Florian and Thamsen, Lauritz and Kao, Odej

Workshop Proceedings of the 21st IEEE/ACM international Symposium on Cluster, Cloud and Internet Computing. IEEE, To appear. 2021

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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 Voss

Cracow Grid Workshop 2006

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Learning Dependencies in Distributed Cloud Applications to Identify and Localize Anomalies

Scheinert, Dominik and Acker, Alexander and Thamsen, Lauritz and Geldenhuys, Morgan K. and Kao, Odej

Workshop Proceedings of the 43th International Conference on Software Engineering, 7-12. 2021

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Integrating a Real-Time Captured Object into Mixed Reality.

Hua Chen and Peter F. Elzer and Odej Kao

Proceedings of the International Conference on Cyberworlds (CW), 17–24. 2006

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Robust and Transferable Anomaly Detection in Log Data using Pre-Trained Language Models

Bogatinovski, Jasmin and Harald, Ott and, Acker, Alexander and Nedelkoski, Sasho and Kao, Odej

Workshop Proceedings of the 43th International Conference on Software Engineering. ACM, To appear. 2021

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Introducing Risk Management into the Grid

Georg Birkenheuer and Karim Djemame and Iain Gourlay and Matthias Hovestadt and James Padgett and Kerstin Voss

Proceedings of the Second IEEE International Conference on e-Science and Grid-Computing (eScience2006), 28. 2006

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MicroDiag: Fine-grained Performance Diagnosis for Microservice Systems

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

Workshop Proceedings of the 43th International Conference on Software Engineering. ACM, To appear. 2021

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Load-balancing in P2P based RDF stores

Dominic Battré and Felix Heine and André Höing and Odej Kao

Second International Workshop on Scalable Semantic Web Knowledge Base Systems (SSWS 2006) in scope of the International Semantic Web Conference, 21–34. 2006

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Predicting Medical Interventions from Vital Parameters: Towards a Decision Support System for Remote Patient Monitoring

Gontarska, Kordian and Wrazen, Weronika and Beilharz, Jossekin and Schmid, Robert and Thamsen, Lauritz and Polze, Andreas

19th Conference on Artificial Intelligence in Medicine (AIME'21), 293-297. 2021

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Detecting and Mitigating Network Packet Overloads on Real-Time Devices in IoT Systems

Danicki, Robert and Haug, Martin and Behnke, Ilja and Mädje, Laurenz and Thamsen, Lauritz

4th International Workshop on Edge Systems, Analytics and Networking (EdgeSys'21), 25-30. 2021

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On Similarities of Grid Resources for Identifying Potential Migration Targets

Georg Birkenheuer and Sven Döhre and Matthias Hovestadt and Odej Kao and Kerstin Voss

Cracow Grid Workshop, 176–183. 2006

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C3O: Collaborative Cluster Configuration Optimization for Distributed Data Processing in Public Clouds

Will, Jonathan and Thamsen, Lauritz and Scheinert, Dominik and Bader, Jonathan and Kao, Odej

International Conference on Cloud Engineering. IEEE, 43-52. 2021

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Training Data Reduction for Performance Models of Data Analytics Jobs in the Cloud

Will, Jonathan and Arslan, Onur and Bader, Jonathan and Scheinert, Dominik and Thamsen, Lauritz

International Conference on Big Data. IEEE, to appear. 2021

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Control Optimization Through Prediction-Based Wastewater Management

Tilcher, David Konstantin and Popescu, Florin and Sommer, Harald and Thamsen, Lauritz and Thamsen, Paul Uwe

Proceedings of the ASME 2021 Fluids Engineering Division Summer Meeting. ASME, 9. 2021

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Scalable P2P based RDF Querying

Felix Heine

First International Conference on Scalable Information Systems (INFOSCALE06). ACM Press. 2006

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LOS: Local-Optimistic Scheduling of Periodic Model Training For Anomaly Detection on Sensor Data Streams in Meshed Edge Networks

Soeren Becker and Florian Schmidt and Lauritz Thamsen and Ana Juan Ferrer and Odej Kao

IEEE International Conference on Autonomic Computing and Self-Organizing Systems. IEEE, to appear. 2021

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Service Level Agreement Aware Resource Management

Matthias Hovestadt

2006 Universität Paderborn

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Causal Inference Techniques for Microservice Performance Diagnosis: Evaluation and Guiding Recommendations

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

IEEE International Conference on Autonomic Computing and Self-Organizing Systems. IEEE, to appear. 2021

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EdgePier: P2P-based Container Image Distribution in Edge Computing Environments

Soeren Becker and Florian Schmidt and Odej Kao

40th IEEE International Performance Computing and Communications Conference. IEEE, to appear. 2021

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Sicherung von Dienstgüten in Grid Systemen

Matthias Hovestadt and Odej Kao

20. DFN-Arbeitstagung, Heilbronn 2006

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Bellamy: Reusing Performance Models for Distributed Dataflow Jobs Across Contexts

Scheinert, Dominik and Thamsen, Lauritz and Zhu, Houkun and Will, Jonathan and Acker, Alexander and Wittkopp, Thorsten and Kao, Odej

2021 IEEE International Conference on Cluster Computing (CLUSTER). IEEE, 261-270. 2021

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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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Enel: Context-Aware Dynamic Scaling of Distributed Dataflow Jobs using Graph Propagation

Scheinert, Dominik and Zhu, Houkun and Thamsen, Lauritz and Geldenhuys, Morgan K. and Will, Jonathan and Acker, Alexander and Kao, Odej

40th IEEE International Performance Computing and Communications Conference. IEEE, to appear. 2021

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The Virtual Resource Manager: Local Autonomy versus QoS Guarantees for Grid Applications

Lars-Olof Burchard and Felix Heine and Hans-Ulrich Heiss and Matthias Hovestadt and Odej Kao and Axel Keller and Barry Linnert and Jörg Schneider

Future Generation Grids. Springer, 83–98. 2006

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On the Potential of Execution Traces for Batch Processing Workload Optimization in Public Clouds

Scheinert, Dominik and Alamgiralem, Alireza and Bader, Jonathan and Will, Jonathan and Wittkopp, Thorsten and Thamsen, Lauritz

2021 IEEE International Conference on Big Data. IEEE, to appear. 2021

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Top $k$ RDF Query Evaluation in Structured P2P Networks

Dominic Battré and Felix Heine and Odej Kao

Euro-Par 2006 Parallel Processing: 12th International Euro-Par Conference. Springer, 995–1004. 2006

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Tarema: Adaptive Resource Allocation for Scalable Scientific Workflows in Heterogeneous Clusters

Bader, Jonathan and Thamsen, Lauritz and Kulagina, Svetlana and Will, Jonathan and Meyerhenke, Henning and Kao, Odej

2021 IEEE International Conference on Big Data. IEEE, to appear. 2021

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Topic 11: Distributed and High-Performance Multimedia.

Geoff Coulson and Harald Kosch and Odej Kao and Frank Seinstra

Euro-Par. Lecture Notes in Computer Science, Euro-Par 2006 Parallel Processing, LNCS (4128), 763. 2006

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Accessing XML Documents using Semantic Meta Data in a P2P Environment

Dominic Battré and Giovanni Cortese and Felix Heine and André Höing

The 20th International FLAIRS Conference, Special Track on Artificial Intelligence and Social Semantic Collaboration (SEMSOC 2007). AAAI Press, 272–277. 2007

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A2Log: Attentive Augmented Log Anomaly Detection

Wittkopp, Thorsten and Acker, Alexander and Nedelkoski, Sasho and Bogatinovski, Jasmin and Scheinert, Dominik and Fan, Wu and Odej Kao

55th Hawaii International Conference on Systems Science, to appear. 2022

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Gaining User's Trust by Publishing Failure Probabilities

Dominic Battré and Karim Djemame and Odej Kao and Kerstin Voss

ecurity and Privacy in Communications Networks and the Workshops, 2007. SecureComm 2007. Third International Conference on, 193–198. 2007

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LogLAB: Attention-Based Labeling of Log Data Anomalies via Weak Supervision

Wittkopp, Thorsten and Wiesner, Philipp and Scheinert, Dominik and Acker, Alexander

19th International Conference on Service-Oriented Computing, to appear. 2021

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Implementing WS-Agreement in a Globus Toolkit 4.0 Environment

Dominic Battré and Odej Kao and Kerstin Voss

Usage of Service Level Agreements in Grids Workshop in conjunction with The 8th IEEE International Conference on Grid Computing (Grid 2007). Springer, 409–418. 2007

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A Taxonomy of Anomalies in Log Data

Wittkopp, Thorsten and Wiesner, Philipp and Scheinert, Dominik and Kao, Odej

19th International Conference on Service-Oriented Computing, to appear. 2021

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On Triple Dissemination, Forward-Chaining, and Load Balancing in DHT based RDF stores

Dominic Battré and Felix Heine and André Höing and Odej Kao

Fourth International Workshop on Databases, Information Systems and Peer-to-Peer Computing (DBISP2P) in scope of 32st International Conference on Very Large Data Bases. Springer, 343–354. 2007

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Let's Wait Awhile: How Temporal Workload Shifting Can Reduce Carbon Emissions in the Cloud

Wiesner, Philipp and Behnke, Ilja and Scheinert, Dominik and Gontarska, Kordian and Thamsen, Lauritz

22nd International Middleware Conference (Middleware). ACM, to appear. 2021

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Peermarks: P2P based Social Bookmarking (DELIS Technical Report TR-0602)

Giovanni Cortese and Luca Lorenz and Dominic Battré and Felix Heine and André Höing and Odej Kao

2007

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Assessing the Resilience of Water Distribution Networks Under Different Sensor Network Architectures and Data Sampling Frequencies

Siling Chen, Florian Brokhausen, Philipp Wiesner, Lauritz Thamsen, and Andrea Cominola

Proceedings of the 2nd International Symposium on Water System Operations (ISWSO). IAHR, 1-2. 2021

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