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Publications of the Research Group

Analysis of Cluster Topologies for Dynamic Workload Balancing Strategies in Image Databases

Stefan Geisler and Odej Kao and Timo Bretschneider

Proceedings of the Conference on Parallel and Distributed Processing Techniques and Applications (PDPTA), 874-880. 2001

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Visually Programming Dataflows for Distributed Data Analytics

Thamsen, Lauritz and Renner, Thomas and Byfeld, Marvin and Paeschke, Markus and Schröder, Daniel and Böhm, Felix

In the Proceedings of the 2016 IEEE International Conference on Big Data (BigData). IEEE, 2276-2285. 2016

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ShaderSearch – Simple Template Matching

Stefan Geisler and Odej Kao and I. Tendresse and M. Timm and T. Winkler

Proceedings of the International Conference on Imaging Science, Systems, and Technology, 538-541. 2003

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Selecting Resources for Distributed Dataflow Systems According to Runtime Targets

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

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CoLoc: Distributed Data and Container Colocation for Data-Intensive Applications

Renner, Thomas and Thamsen, Lauritz and Kao, Odej

In the Proceedings of the 2016 IEEE International Conference on Big Data (BigData). IEEE, 3008-3015. 2016

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Adaptation and Evaluation of a Semantic Similarity Measure for DBPedia: A First Experiment

Valentin Grouès and Yannick Naudet and Odej Kao

Proceedings of the 7th International Workshop on Semantic media adaptation and personalization. IEEE publishers. 2012

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Progress Estimation in Parallel Data Processing Systems

Höger, Mareike and Kao, Odej

Ubiquitous Intelligence & Computing, Advanced and Trusted Computing, Scalable Computing and Communications, Cloud and Big Data Computing, Internet of People, and Smart World Congress (UIC/ATC/ScalCom/CBDCom/IoP/SmartWorld), 2016 Intl IEEE Conferences, 690–697. 2016

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Combining Linguistic Values and Semantics to Represent User Preferences

Valentin Grouès and Yannick Naudet and Odej Kao

Proceedings of the 6th International Workshop on Semantic media adaptation and personalization. IEEE publishers, 27-33. 2011

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Addressing Hadoop's Small File Problem With an Appendable Archive File Format

Renner, Thomas and Müller, Johannes and Thamsen, Lauritz and Kao, Odej

Proceedings of the Computing Frontiers Conference. ACM, 367–372. 2017

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Employing WS-BPEL Design Patterns for Grid Service Orchestration using a Standard WS-BPEL Engine and a Grid Middleware

Stefan Gudenkauf and Wilhelm Hasselbring and André Höing and Odej Kao and Guido Scherp and Holger Nitsche and Holger Karl and Andre Brinkmann

The 8th Cracow Grid Workshop. Academic Computer Center CYFRONET AGH, 103 – 110. 2009

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Scheduling Recurring Distributed Dataflow Jobs Based on Resource Utilization and Interference

Lauritz Thamsen, Benjamin Rabier, Florian Schmidt, Thomas Renner, and Odej Kao

In the Proceedings of the 6th 2017 IEEE International Congress on Big Data (BigData Congress 2017). IEEE, 145-152. 2017

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Using UNICORE and WS-BPEL for Scientific Workflow Execution in Grid Environments

Gudenkauf, Stefan and Hasselbring, Wilhelm and Höing, André and Scherp, Guido and Odej Kao

Euro-Par 2009 Workshops - Parallel Processing, 335–344. 2010

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Adaptive Resource Management for Distributed Data Analytics based on Container-level Cluster Monitoring

Thomas Renner and Lauritz Thamsen and Odej Kao

Proceedings of the 6th International Conference on Data Science, Technology and Applications - Volume 1: DATA,. SciTePress, 38-47. 2017

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Workflow Service Extensions for UNICORE 6 - Utilising a Standard WS-BPEL Engine for Grid Service Orchestration

Gudenkauf, Stefan and Hasselbring, Wilhelm and Höing, André and Scherp, Guido and Odej Kao

Euro-Par 2008 Workshops - Parallel Processing, 103-112. 2009

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SMiPE: Estimating the Progress of Recurring Iterative Distributed Dataflows

Koch, Jannis and Thamsen, Lauritz and Schmidt, Florian and Kao, Odej

The 18th International Conference on Parallel and Distributed Computing, Applications and Technologies. IEEE, 156–163. 2017

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A Software Architecture for Grid Utilisation in Business Workflows

Stefan Gudenkauf and Wilhelm Hasselbring and Felix Heine and André Höing and Odej Kao and Guido Scherp

Multikonferenz Wirtschaftsinformatik 2008, 91-102. 2008

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Ellis: Dynamically Scaling Distributed Dataflows to Meet Runtime Targets

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

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BIS-Grid: Business Workflows for the Grid

Stefan Gudenkauf and Wilhelm Hasselbring and Felix Heine and André Höing and Odej Kao and Guido Scherp

The 7th Cracow Grid Workshop. Academic Computer Center CYFRONET AGH, 86-93. 2008

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Evaluating machine learning algorithms for anomaly detection in clouds

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

Big Data (Big Data), 2016 IEEE International Conference on, 2716–2721. 2016

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Patient-individual morphological anomaly detection in multi-lead electrocardiography data streams

Acker, Alexander and Schmidt, Florian and Gulenko, Anton and Kietzmann, Reinhard and Kao, Odej

Big Data (Big Data), 2017 IEEE International Conference on, 3841–3846. 2017

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Novel framework combining health records with medical algorithms

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

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An Orchestration as a Service Infrastructure using Grid Technologies and WS-BPEL

Höing, André and Scherp, Guido and Gudenkauf, Stefan and Meister, Dirk and Brinkmann, André

Service-Oriented Computing. Springer Berlin/Heidelberg, 301-315. 2009

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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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Endolith: A Blockchain-based Framework to Enhance Data Retention in Cloud Storages

Renner, Thomas and Müller, Johannes and Kao, Odej

Proceedings of the 26th Euromicro International Conference on Parallel, Distributed and Network-based Processing. Euromicro, 627–634. 2018

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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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Fa* ir: A fair top-k ranking algorithm

Zehlike, Meike and Bonchi, Francesco and Castillo, Carlos and Hajian, Sara and Megahed, Mohamed and Baeza-Yates, Ricardo

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 1569–1578. 2017

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Adaptive Resource Management for Distributed Data Analytics

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

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ViMEC: Interactive Application for Micro-Cluster Visualizations

Schmidt, Florian and Ehrenfeld, Yannick

EuroVis 2018 - Posters. The Eurographics Association, 29-31. 2018

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Detecting Anomalous Behavior of Black-Box Services Modeled with Distance-Based Online Clustering

Gulenko, Anton and Schmidt, Florian and Acker, Alexander and Wallschlager, Marcel and Kao, Odej and Liu, Feng

2018 IEEE 11th International Conference on Cloud Computing (CLOUD), 912–915. 2018

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IFTM-Unsupervised Anomaly Detection for Virtualized Network Function Services

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

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Decision Tree Visualization for High-dimensional Numerical Data

Szücs, Dora and Schmidt, Florian

2018 IEEE International Conference on Social Networks Analysis, Management and Security (SNAMS) 2018

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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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A Practical Implementation of In-Band Network Telemetry in Open vSwitch

Gulenko, Anton and Wallschläger, Marcel and Kao, Odej

2018 7th IEEE International Conference on Cloud Networking (CloudNet). IEEE. 2018

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

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

2018 7th IEEE International Conference on Cloud Networking (CloudNet). IEEE. 2018

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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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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. 2018

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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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Online Density Grid Pattern Analysis to Classify Anomalies in Cloud and NFV Systems

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

2018 IEEE International Conference on Cloud Computing Technology and Science (CloudCom). IEEE. 2018

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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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Unsupervised Anomaly Event Detection for Cloud Monitoring using Online Arima

Schmidt, Florian 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. 2018

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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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CoBell: Runtime Prediction for Distributed Dataflow Jobs in Shared Clusters

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

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