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Publications of the Research Group

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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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

2020 29th International Conference on Computer Communications and Networks (ICCCN). IEEE, 1–6. 2020

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Early Experiences on Application Checkpointing for Realizing QoS Provision

Felix Heine and Matthias Hovestadt and Odej Kao and and Oliver Marquardt

Proceedings of the Cracow Grid Workshop 2005

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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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Encyclopedia of Virtual Communities and Technologies

Odej Kao and Ulf Rerrer

Encyclopedia of Virtual Communities and Technologies. Idea Group, 382–386. 2005

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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, 137–149. 2020

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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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Location-aware Web Service Architecture using WLAN Positioning

Ulf Rerrer

Proceedings of the International Workshop on Context-Aware Mobile Systems (CAMS 2005). Springer, 196–205. 2005

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

Wu, Li and Tordsson, Johan and Acker, Alexander and Kao, Odej

2020 IEEE/ACM 13th International Conference on Utility and Cloud Computing (UCC), 227–236. 2020

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Location-awareness for a Service-oriented Architecture using WLAN Positioning

Ulf Rerrer

Proceedings of the 3rd European Conference on Web Services (ECOWS 2005), 8pages, only electronic proceedings available. IEEE Computer Society. 2005

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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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Mapping Workflows onto Grid Resources Within an SLA Context.

Dang Minh Quan and Odej Kao

Advances in Grid Computing – Proceedings of European Grid Conference (EGC 2005, Revised Selected Papers), LNCS 3470, 1107–1116. 2005

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Multi-Source Distributed System Data for AI-powered Analytics

Nedelkoski, Sasho and Bogatinovski, Jasmin and Mandapati, Ajay, and Cardoso, Jorge and Kao, Odej

ESOCC 2020: European Conference On Service-Oriented And Cloud Computing. Springer International Publishing, 161–176. 2020

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Mosaic-Based Relevance Feedback for Image Retrieval

Odej Kao and Ingo la Tendresse

Encyclopedia of Data Warehousing and Mining. Idea Group Publishing, 837–841. 2005

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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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On Architecture for an SLA-aware Job Flows in Grid Environments

Dang Minh Quan and Odej Kao

Proceedings of the 19th IEEE International Conference on Advanced Information Networking and Applications (AINA 2005), 287–292. 2005

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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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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, 1196–1201. 2020

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On the Impact of Reservations from the Grid on Planning-Based Resource Management

Felix Heine and Matthias Hovestadt and Odej Kao and Achim Streit

Computational Science – ICCS 2005. Springer, 155–162. 2005

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Self-Supervised Anomaly Detection from Distributed Traces

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

2020 IEEE/ACM 13th International Conference on Utility and Cloud Computing (UCC), 342–347. 2020

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Parallel and Distributed Multimedia Databases

Stefan Geisler and Odej Kao

M. Khosrow-Pour (Edt.): Encyclopedia of Information Science and Technology (IV). Idea Group Publishing, 2265–2271. 2005

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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, 1–742. 2020

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PeerThing: P2P-based Semantic Resource Discovery

Felix Heine and Matthias Hovestadt and Odej Kao and Kerstin Voss

The 5th Cracow Grid Workshop. Academic Computer Center CYFRONET AGH, 32–38. 2005

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Processing complex RDF queries over P2P networks

Felix Heine and Matthias Hovestadt and Odej Kao

P2PIR'05: Proceedings of the 2005 ACM workshop on Information retrieval in peer-to-peer networks. ACM Press, 41–48. 2005

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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, 7–10. 2020

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Provision of Fault Tolerance with Grid-enabled and SLA-aware Resource Management Systems

Felix Heine and Matthias Hovestadt and Odej Kao and Axel Keller

Parallel Computing: Current and Future Issues of High End Computing. NIC-Directors, 113–120. 2005

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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 AIOps in Edge Computing Environments

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

2020 IEEE International Conference on Big Data. IEEE, 3470–3475. 2020

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QoS Resource Management for Cluster-Based Image Retrieval Systems

Andreas Brüning and Stefan Geisler and Odej Kao and Martin Hoefer

Proceedings of the Conference on Parallel and Distributed Processing Techniques and Applications (PDPTA 2005), 301–310. 2005

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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. IEEE, 2851–2856. 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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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, 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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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

43rd International Conference on Software Engineering, To appear. 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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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, To appear. 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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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

43rd International Conference on Software Engineering, 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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Towards a Staging Environment for the Internet of Things

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

2021 IEEE International Conference on Pervasive Computing and Communications Workshops, To appear. 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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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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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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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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Scalable P2P based RDF Querying

Felix Heine

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

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