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Publikationen Prof. Odej Kao

Unsupervised Anomaly Event Detection for Cloud Monitoring using Online Arima

Schmidt, Fldorian and Suri-Payer, Florian and Gulenko, Anton and Wallschläger, Marcel and Acker, Alexander and Kao, Odej

2018 IEEE/ACM International Conference on Utility and Cloud Computing (UCC). IEEE, 71–76. 2018

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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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Unsupervised Anomaly Event Detection for VNF Service Monitoring using Multivariate Online Arima

Schmidt, Florian and Suri-Payer, Florian and Gulenko, Anton and Wallschläger, Marcel and Acker, Alexander and Kao, Odej

2018 IEEE International Conference on Cloud Computing Technology and Science (CloudCom). IEEE, 278–283. 2018

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Face Recognition Using MMS-Mobile Devices

Odej Kao and Ulf Rerrer and Gunnar Steinert and Sven Witting

Proceedings of the International Conference on Wireless Networks (ICWN 2004). CSREA Press, 644–650. 2004

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High Performance Multimedia

Odej Kao and H. Kosch and S. Sudharsanan and A. Uhl

Proceedings of Euro-Par 2004, 751. 2004

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Anomaly Detection and Classification using Distributed Tracing and Deep Learning

S. Nedelkoski and J. Cardoso and O. Kao

2019 19th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGRID). IEEE/ACM, 241–250. 2019

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HPC4U: Providing Highly Predictable and SLA-aware Clusters for the Next Generation Grid

Felix Heine and Matthias Hovestadt and Odej Kao

The 4th Cracow Grid Workshop. Academic Computer Center CYFRONET AGH, 32–38. 2004

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Silent Consensus: Probabilistic Packet Sampling for Lightweight Network Monitoring

Wallschläger, Marcel and Acker, Alexander and Kao, Odej

Computational Science and Its Applications – ICCSA 2019. Springer International Publishing, 241–256. 2019

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Multimedia Services for Location-Aware, Ad-hoc Collaboration in Wireless Networks

Odej Kao and Ulf Rerrer

Proceedings of the International Conference on Wireless Networks (ICWN 2004). CSREA Press, 549–555. 2004

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Anomaly Detection from System Tracing Data Using Multimodal Deep Learning

S. Nedelkoski and J. Cardoso and O. Kao

2019 IEEE 12th International Conference on Cloud Computing (CLOUD). IEEE, 179–186. 2019

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Multilayer Active Learning for Efficient Learning and Resource Usage in Distributed IoT Architectures

Nedelkoski, Sasho and Thamsen, Lauritz and Verbitskiy, Ilya and Kao, Odej

2019 IEEE International Conference on Edge Computing (EDGE). IEEE, 8–12. 2019

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Padviz -- A Prototype for Visualization of Three Dimensional Fluid Flow on Unstructured Grids

Stephan Blazy and Odej Kao and Oliver Marquardt

International Conference on Imaging Science, Systems, and Technology (CISST 2004), 237–240. 2004

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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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PMF�A Comfortable, Modular Framework for Parallel Meshing Algorithms

Stephan Blazy and Odej Kao and Oliver Marquardt

International Conference on Parallel and Distributed Processing Techniques and Applications (PDPTA 2004), 648–651. 2004

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Thamsen, Lauritz and Verbitskiy, Ilya and Nedelkoski, Sasho and Tran, Vinh Thuy and Meyer, Vinicius and Xavier, Miguel G. and Kao, Odej and De Rose, Cesar A. F.

Euro-Par 2019: Parallel Processing Workshops. Springer, 519–530. 2019

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Region of Interest Video Coding for Result Presentation in Distributed Video Databases

Stefan Geisler and Odej Kao

International Conference on Imaging Science, Systems, and Technology (CISST 2004), 427–433. 2004

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Case Study: Visualizing Computer System Programming Concepts for Education

Schmidt, Florian and Ohlemacher, Johannes and Hennig, Vincent and Kao, Odej and Nordholz, Jan

SEFI 47th Annual Conference Proceedings - Complexity is the new normality. SEFI, 970–979. 2019

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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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Graph-based Feature Selection Filter Utilizing Maximal Cliques

Schroeder, Daniel Thilo and Styp-Rekowski, Kevin and Schmidt, Florian and Acker, Alexander and Kao, Odej

2019 Sixth International Conference on Social Networks Analysis, Management and Security (SNAMS). IEEE, 297–302. 2019

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The virtual resource manager: An architecture for SLA-aware resource management

L.-O. Burchard and H.-U. Heiss and Matthias Hovestadt and Odej Kao and Axel Keller and B. Linnert

IEEE International Symposium on Cluster Computing and the Grid, 2004. CCGrid 2004., 126–133. 2004

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Héctor: A Framework for Testing IoT Applications Across Heterogeneous Edge and Cloud Testbeds

Behnke, Ilja and Thamsen, Lauritz and Kao, Odej

12th IEEE/ACM International Conference on Utility and Cloud Computing Companion. ACM, 15–20. 2019

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Towards Ontology-Driven P2P Grid Resource Discovery

Felix Heine and Matthias Hovestadt and Odej Kao

5th IEEE/ACM International Workshop on Grid Computing. IEEE Computer Society, 76–83. 2004

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Effectively Testing System Configurations of Critical IoT Analytics Pipelines

Geldenhuys, Morgan K. and Thamsen, Lauritz and Gontarska, Kain Kordian and Lorenz, Felix and Kao, Odej

2019 IEEE International Conference on Big Data. IEEE, 4157–4162. 2019

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Towards Quality of Service Based Resource Management for Cluster-Based Image Retrieval Systems

Andreas Brüning and Frank Drews and Martin Hoefer and Odej Kao and Ulf Rerrer

Proceedings of the Conference on Algorithmic Mathematics and Computer Science (AMCS 2004). CSREA Press, 373–379. 2004

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Virtual Resource Manager: An Architecture for SLA-aware Resource Management

L.-O. Burchard and Matthias Hovestadt and Odej Kao and Axel Keller and B. Linnert

Proceedings of the 4th IEEE/ACM International Symposium on Cluster Computing and the Grid (CCGrid 2004), Chicago, 8pages, only electronic proceedings available 2004

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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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A Quality-of-Service Architecture for Future Grid Computing Applications

Lars-Olof Burchard and Felix Heine and Matthias Hovestadt and Odej Kao and Axel Keller and Barry Linnert

19th IEEE International Parallel and Distributed Processing Symposium (IPDPS'05) - Workshop 2. IEEE Computer Society, 132. 2005

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CoLoS - A System for Device Independent and Position Aware Communication

S. Lietsch and Odej Kao

Proceedings of the IFIP International Conference on Intelligence in Communication Systems (IntellComm2005). Springer, 261�271. 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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Content-Based Image Retrieval in a Nutshell

Timo Bretschneider and Odej Kao

Encyclopedia of Data Warehousing and Mining. Idea Group Publishing, 212–216. 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, 1–6. 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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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, 182–187. 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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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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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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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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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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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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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, 1-6. 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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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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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 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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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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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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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 (Big Data), 4093–4102. 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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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, 434–440. 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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