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Publications of the Research Group

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Graph-based Feature Selection Filter Utilizing Maximal Cliques [12]

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

Download Bibtex entry [13]

The virtual resource manager: An architecture for SLA-aware resource management [14]

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

Download Bibtex entry [15]

Héctor: A Framework for Testing IoT Applications Across Heterogeneous Edge and Cloud Testbeds [16]

Behnke, Ilja and Thamsen, Lauritz and Kao, Odej

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

Download Bibtex entry [17]

Towards Ontology-Driven P2P Grid Resource Discovery [18]

Felix Heine and Matthias Hovestadt and Odej Kao

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

Download Bibtex entry [19]

Effectively Testing System Configurations of Critical IoT Analytics Pipelines [20]

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

Download Bibtex entry [21]

Towards Quality of Service Based Resource Management for Cluster-Based Image Retrieval Systems [22]

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

Download Bibtex entry [23]

Virtual Resource Manager: An Architecture for SLA-aware Resource Management [24]

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

Link to original publication [25] Download Bibtex entry [26]

MicroRCA: Root Cause Localization of Performance Issues in Microservices [27]

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

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

Download Bibtex entry [28]

A Quality-of-Service Architecture for Future Grid Computing Applications [29]

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

Download Bibtex entry [30]

CoLoS - A System for Device Independent and Position Aware Communication [31]

S. Lietsch and Odej Kao

Proceedings of the IFIP International Conference on Intelligence in Communication Systems (IntellComm2005). Springer, 261�271. 2005

Download Bibtex entry [32]

Learning more expressive joint distributions in multimodal variational methods [33]

S. Nedelkoski and M. Bogojevski and O. Kao

2020 International Conference on Machine Learning, Optimization, and Data Science, LOD 2020, 137–149. 2020

Download Bibtex entry [34]

Content-Based Image Retrieval in a Nutshell [35]

Timo Bretschneider and Odej Kao

Encyclopedia of Data Warehousing and Mining. Idea Group Publishing, 212–216. 2005

Download Bibtex entry [36]

AI-Governance and Levels of Automation for AIOps-supported system administration [37]

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

The 29th International Conference on Computer Communications and Networks, 1–6. 2020

Download Bibtex entry [38]

Fingerprinting Analog IoT Sensors for Secret-Free Authentication [39]

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

Link to original publication [40] Download Bibtex entry [41]

Distributed Searching in Biological Databases (Technical Report 05-018, DePaul University) [42]

Dominic Battré

2005

Download Bibtex entry [43]

Bitflow: An In Situ Stream Processing Framework [44]

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

Link to code repository Download Bibtex entry [45]

Early Experiences on Application Checkpointing for Realizing QoS Provision [46]

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

Proceedings of the Cracow Grid Workshop 2005

Download Bibtex entry [47]

MicroRAS: Automatic Recovery in the Absence of Historical Failure Data for Microservice Systems [48]

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

Download Bibtex entry [49]

Encyclopedia of Virtual Communities and Technologies [50]

Odej Kao and Ulf Rerrer

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

Download Bibtex entry [51]

Superiority of Simplicity: A Lightweight Model for Network Device Workload Prediction [52]

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

Link to original publication [53] Link to code repository Download Bibtex entry [54]

Fault Tolerance Mechanisms for SLA-aware Resource Management [55]

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

Download Bibtex entry [56]

Self-Supervised Log parsing [57]

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

Download Bibtex entry [58]

Location-aware Web Service Architecture using WLAN Positioning [59]

Ulf Rerrer

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

Download Bibtex entry [60]

Multi-Source Distributed System Data for AI-powered Analytics [61]

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

Link to code repository Download Bibtex entry [62]

Location-awareness for a Service-oriented Architecture using WLAN Positioning [63]

Ulf Rerrer

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

Download Bibtex entry [64]

Interrupting Real-Time IoT Tasks: How Bad Can It Be to Connect Your Critical Embedded System to the Internet? [65]

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

Link to original publication [66] Download Bibtex entry [67]

Mapping Workflows onto Grid Resources Within an SLA Context. [68]

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

Download Bibtex entry [69]

Decentralized Federated Learning Preserves Model and Data Privacy [70]

Thorsten Wittkopp and Alexander Acker

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

Download Bibtex entry [71]

Mosaic-Based Relevance Feedback for Image Retrieval [72]

Odej Kao and Ingo la Tendresse

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

Download Bibtex entry [73]

Self-Attentive Classification-Based Anomaly Detection in Unstructured Logs [74]

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

Link to original publication [75] Download Bibtex entry [76]

On Architecture for an SLA-aware Job Flows in Grid Environments [77]

Dang Minh Quan and Odej Kao

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

Download Bibtex entry [78]

Self-Supervised Anomaly Detection from Distributed Traces [79]

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

Download Bibtex entry [80]

A Scalable and Dependable Data Analytics Platform for Water Infrastructure Monitoring [81]

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. IEEE, 3488–3493. 2020

Link to code repository Download Bibtex entry [82]

On the Impact of Reservations from the Grid on Planning-Based Resource Management [83]

Felix Heine and Matthias Hovestadt and Odej Kao and Achim Streit

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

Download Bibtex entry [84]

Autoencoder-based Condition Monitoring and Anomaly Detection Method for Rotating Machines [85]

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

2020 IEEE International Conference on Big Data (Big Data), 4093–4102. 2020

Download Bibtex entry [86]

Parallel and Distributed Multimedia Databases [87]

Stefan Geisler and Odej Kao

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

Download Bibtex entry [88]

Chiron: Optimizing Fault Tolerance in QoS-aware Distributed Stream Processing Jobs [89]

Geldenhuys, Morgan and Thamsen, Lauritz and Kao, Odej

2020 IEEE International Conference on Big Data, 434–440. 2020

Download Bibtex entry [90]

PeerThing: P2P-based Semantic Resource Discovery [91]

Felix Heine and Matthias Hovestadt and Odej Kao and Kerstin Voss

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

Download Bibtex entry [92]

Optimizing Convergence for Iterative Learning of ARIMA for Stationary Time Series [93]

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

2020 IEEE International Conference on Big Data (Big Data), 2217–2222. 2020

Download Bibtex entry [94]

Processing complex RDF queries over P2P networks [95]

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

Download Bibtex entry [96]

Performance Diagnosis in Cloud Microservices using Deep Learning [97]

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

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

Download Bibtex entry [98]

Provision of Fault Tolerance with Grid-enabled and SLA-aware Resource Management Systems [99]

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

Download Bibtex entry [100]

Towards AIOps in Edge Computing Environments [101]

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

Download Bibtex entry [102]

Pseudonymous Authentication and Authorization enhancing ubiquitious Identity Management [103]

Thomas Hildmann and Thomas J. Wilke

Proceedings ISSE 2005 2005

Download Bibtex entry [104]

Towards Collaborative Optimization of Cluster Configurations for Distributed Dataflow Jobs [105]

Will, Jonathan and Bader, Jonathan and Thamsen, Lauritz

2020 IEEE International Conference on Big Data. IEEE, 2851–2856. 2020

Link to code repository Download Bibtex entry [106]

QoS Resource Management for Cluster-Based Image Retrieval Systems [107]

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

Download Bibtex entry [108]

TELESTO: A Graph Neural Network Model for Anomaly Classification in Cloud Services [109]

Dominik Scheinert and Alexander Acker

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

Download Bibtex entry [110]

QoS-aware Query Processing in Cluster-based Image Databases. [111]

Ulf Rerrer and Odej Kao

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

Download Bibtex entry [112]

Artificial Intelligence for IT Operations (AIOPS) Workshop White Paper [113]

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

2021

Download Bibtex entry [114]

SLA negotiation protocol for Grid-based workflows [115]

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

Download Bibtex entry [116]

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