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Publications Prof. Odej Kao

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Enel: Context-Aware Dynamic Scaling of Distributed Dataflow Jobs using Graph Propagation [10]

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

Link to code repository Download Bibtex entry [11]

Learning Dependencies in Distributed Cloud Applications to Identify and Localize Anomalies [12]

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

Download Bibtex entry [13]

Novel framework combining health records with medical algorithms [14]

Schmidt, Florian and Hennig, Vincent and Köhler, Sarah and Wallschläger, Marcel and Gulenko, Anton and Schmidt, Hartmut and Kao, Odej

Proceedings of the 11th EAI International Conference on Pervasive Computing Technologies for Healthcare, 480–481. 2017

Download Bibtex entry [15]

IFTM-Unsupervised Anomaly Detection for Virtualized Network Function Services [16]

Schmidt, Florian and Gulenko, Anton and Wallschläger, Marcel and Acker, Alexander and Hennig, Vincent and Liu, Feng and Kao, Odej

2018 IEEE International Conference on Web Services (ICWS), 187–194. 2018

Download Bibtex entry [17]

Unsupervised Anomaly Event Detection for Cloud Monitoring using Online Arima [18]

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

Download Bibtex entry [19]

Unsupervised Anomaly Event Detection for VNF Service Monitoring using Multivariate Online Arima [20]

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

Download Bibtex entry [21]

Case Study: Visualizing Computer System Programming Concepts for Education [22]

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

Download Bibtex entry [23]

A linear Programming Approach for Workload Balancing in Distributed Systems based on the Divisible Task Model [24]

Silke Schomann and Frank Drews and Odej Kao

Proceedings of the Conference on Parallel and Distributed Processing Techniques and Applications (PDPTA 2003), 286–292. 2003

Download Bibtex entry [25]

Graph-based Feature Selection Filter Utilizing Maximal Cliques [26]

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 [27]

Hardware as a Service (HaaS): Physical and Virtual Hardware on demand [28]

Stanik, Alexander and Hovestadt, Matthias and Kao, Odej

Cloud Computing Technology and Science (CloudCom), 2012 IEEE 4th International Conference on. IEEE publishers, 149–154. 2012

Download Bibtex entry [29]

Hardware as a Service (HaaS): The Completion of the Cloud Stack [30]

Stanik, Alexander and Hovestadt, Matthias and Kao, Odej

Proceedings of the 3rd Intl. Conference on Next Generation Information Technology (ICNIT). IEEE publishers, 830–836. 2012

Download Bibtex entry [31]

Failover Pattern with a Self-Healing Mechanism for High Availability Cloud Solutions [32]

Stanik, Alexander and Höger, Mareike and Kao, Odej

Cloud Computing and Big Data (CLOUDCOM-ASIA), Proceedings of the 2013 International Conference on, 23–29. 2013

Download Bibtex entry [33]

Autonomous Agreement-Mediation based on WS-Agreement for improving Cloud SLAs [34]

Stanik, Alexander and Sander, Fridtjof and Kao, Odej

Cloud Computing Technology and Science (CloudCom), Proceedings of the 2014 IEEE 6th International Conference on. IEEE Computer Society, 583–590. 2014

Download Bibtex entry [35]

MO-BIZZ: Fostering Mobile Business through Enhanced Cloud Solutions [36]

Stanik, Alexander and Kao, Odej and Martins, Rui and Cruz, Antonio and Tektonidis, Dimitrios

Cluster, Cloud and Grid Computing (CCGrid), 2014 14th IEEE/ACM International Symposium on. IEEE Computer Society, 915–922. 2014

Download Bibtex entry [37]

Service-level agreement aggregation for quality of service-aware federated cloud networking [38]

Stanik, Alexander and Koerner, Marc and Kao, Odej

IET Networks Journal. Institution of Engineering and Technology. 2015

Download Bibtex entry [39]

Strategies for Data Replication and Data Recovery in Distributed Image Databases [40]

Stephan Stapel and Odej Kao

Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 970–976. 2002

Download Bibtex entry [41]

Calibration of the GRACE-FO Satellite Platform Magnetometers and Co-Estimation of Intrinsic Time Shift in Data

Styp-Rekowski, Kevin and Stolle, Claudia and Michaelis, Ingo and Kao, Odej

2021 IEEE International Conference on Big Data (Big Data). IEEE, To appear. 2021

Download Bibtex entry [42]

Optimizing Convergence for Iterative Learning of ARIMA for Stationary Time Series [43]

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

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

Download Bibtex entry [44]

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The Effects of Partial Restarts in Evolutionary Search [45]

Ingo la Tendresse and Jens Gottlieb and Odej Kao

Proceedings of the 5th International Conference on Artificial Evolution 2001, Also published as selected paper in LNCS 2310: Artificial Evolution 2001, 117–127. 2002

Download Bibtex entry [46]

Mosaic-based Sketching Interface for Image Databases [47]

Ingo la Tendresse and Odej Kao

Journal of Visual Languages and Computing. Elsevier, 275�293. 2004

Download Bibtex entry [48]

Continuously Improving the Resource Utilization of Iterative Parallel Dataflows [49]

Thamsen, Lauritz and Renner, Thomas and Kao, Odej

In the Proceedings of the IEEE International Conference on Distributed Computing Systems Workshops (ICDCSW). IEEE, 1–6. 2016

Link to code repository Download Bibtex entry [50]

Selecting Resources for Distributed Dataflow Systems According to Runtime Targets [51]

Thamsen, Lauritz and Verbitskiy, Ilya and Schmidt, Florian and Renner, Thomas and Kao, Odej

In the Proceedings of the 35th IEEE International Performance Computing and Communications Conference (IPCCC). IEEE, 1–8. 2016

Download Bibtex entry [52]

Ellis: Dynamically Scaling Distributed Dataflows to Meet Runtime Targets [53]

Thamsen, Lauritz and Verbitskiy, Ilya and Beilharz, Jossekin and Renner, Thomas and Polze, Andreas and Kao, Odej

Proceedings of the 2017 IEEE 9th International Conference on Cloud Computing Technology and Science. IEEE, 146–153. 2017

Download Bibtex entry [54]

Adaptive Resource Management for Distributed Data Analytics [55]

Thamsen, Lauritz and Renner, Thomas and Verbitskiy, Ilya and Kao, Odej

Advances in Parallel Computing – Big Data and HPC: Ecosystem and Convergence. IOS Press, 155–170. 2018

Download Bibtex entry [56]

Learning Efficient Co-locations for Scheduling Distributed Dataflows in Shared Clusters [57]

Thamsen, Lauritz and Verbitskiy, Ilya and Rabier, Benjamin and Kao, Odej

Services Transactions on Big Data. Services Society, 1–15. 2018

Download Bibtex entry [58]

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

Link to original publication [59] Download Bibtex entry [60]

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The Collaborative Research Center FONDA [61]

Ulf Leser, Odej Kao, and others

Datenbank Spektrum. Springer. 2021

Download Bibtex entry [62]

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When to Use a Distributed Dataflow Engine: Evaluating the Performance of Apache Flink [63]

Verbitskiy, Ilya and Thamsen, Lauritz and Kao, Odej

In the Proceedings of the 2nd IEEE International Conference on Cloud and Big Data Computing (CBDCom). IEEE, 698–705. 2016

Download Bibtex entry [64]

CoBell: Runtime Prediction for Distributed Dataflow Jobs in Shared Clusters [65]

Verbitskiy, Ilya and Thamsen, Lauritz and Renner, Thomas and Kao, Odej

2018 IEEE International Conference on Cloud Computing Technology and Science (CloudCom). IEEE, 81–88. 2018

Download Bibtex entry [66]

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Automated Anomaly Detection in Virtualized Services Using Deep Packet Inspection [67]

Wallschläger, Marcel and Gulenko, Anton and Schmidt, Florian and Kao, Odej and Liu, Feng

Procedia Computer Science. Elsevier, 510–515. 2017

Download Bibtex entry [68]

Anomaly Detection for Black Box Services in Edge Clouds Using Packet Size Distribution [69]

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

2018 7th IEEE International Conference on Cloud Networking (CloudNet). IEEE, 1–6. 2018

Download Bibtex entry [70]

Silent Consensus: Probabilistic Packet Sampling for Lightweight Network Monitoring [71]

Wallschläger, Marcel and Acker, Alexander and Kao, Odej

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

Download Bibtex entry [72]

Nephele: Efficient Parallel Data Processing in the Cloud [73]

Daniel Warneke and Odej Kao

MTAGS '09: Proceedings of the 2nd Workshop on Many-Task Computing on Grids and Supercomputers. ACM, 1–10. 2009

Download Bibtex entry [74]

Exploiting Dynamic Resource Allocation for Efficient Parallel Data Processing in the Cloud [75]

Daniel Warneke and Odej Kao

Parallel and Distributed Systems, IEEE Transactions on. IEEE Press, 985–997. 2011

Download Bibtex entry [76]

Search for Similar Scenes in Newsfeeds based on Image Warping Techniques [77]

C. Werner and Odej Kao and Ingo la Tendresse and M. Zibull

Proceedings of the International Conference on Imaging Science, Systems, and Technology, 542–548. 2003

Download Bibtex entry [78]

C3O: Collaborative Cluster Configuration Optimization for Distributed Data Processing in Public Clouds [79]

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

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

Link to code repository Download Bibtex entry [80]

A2Log: Attentive Augmented Log Anomaly Detection [81]

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

Download Bibtex entry [82]

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

Download Bibtex entry [83]

Causal Inference Techniques for Microservice Performance Diagnosis: Evaluation and Guiding Recommendations [84]

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

Download Bibtex entry [85]

MicroRCA: Root Cause Localization of Performance Issues in Microservices [86]

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 [87]

MicroRAS: Automatic Recovery in the Absence of Historical Failure Data for Microservice Systems [88]

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 [89]

Performance Diagnosis in Cloud Microservices using Deep Learning [90]

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 [91]

MicroDiag: Fine-grained Performance Diagnosis for Microservice Systems [92]

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

Download Bibtex entry [93]

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Self-Supervised Anomaly Detection from Distributed Traces [94]

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 [95]

A System Architecture for Real-time Anomaly Detection in Large-scale NFV Systems [96]

Gulenko, Anton and Wallschläger, Marcel and Schmidt, Florian and Kao, Odej and Liu, Feng

Procedia Computer Science. Elsevier, 491–496. 2016

Download Bibtex entry [97]

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