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Publications Prof. Odej Kao

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The Stratosphere platform for big data analytics

Alexandrov, Alexander and Bergmann, Rico and Ewen, Stephan and Freytag, Johann-Christoph and Hueske, Fabian and Heise, Arvid and Kao, Odej and Leich, Marcus and Leser, Ulf and Markl, Volker and Naumann, Felix and Peters, Mathias and Rheinländer, Astrid and Sax, Matthias J. and Schelter, Sebastian and Höger, and Tzoumas, Kostas and Warneke, Daniel

The VLDB Journal, 939–964. 2014

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

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

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

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Evaluating SDN Based Rack-to-Rack Multi-path Switching for Data-Center Networks

Koerner, Marc and Kao, Odej

Procedia Computer Science. Elsevier, 118–125. 2014

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

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

Procedia Computer Science. Elsevier, 491–496. 2016

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Automated Anomaly Detection in Virtualized Services Using Deep Packet Inspection

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

Procedia Computer Science. Elsevier, 510–515. 2017

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Massively Parallel Data Analysis with PACTs on Nephele

Alexandrov, Alexander and Heimel, Max and Markl, Volker and Battré, Dominic and Hueske, Fabian and Nijkamp, Erik and Ewen, Stephan and Kao, Odej and Warneke, Daniel

Proc. VLDB Endow.. VLDB Endowment, 1625–1628. 2010

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Strategies for Workload Balancing in Cluster-based Image Databases

Frank Drews and Klaus Ecker and Odej Kao and Silke Schomann

Parallel Processing Letters, 33–44. 2004

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

Daniel Warneke and Odej Kao

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

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Mosaic-based Sketching Interface for Image Databases

Ingo la Tendresse and Odej Kao

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

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On Parallel Image Retrieval using Template Matching

Odej Kao

Journal of Parallel Computing. Elsevier. 2004

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Efficient Image Retrieval on Distributed Cluster Architectures

Odej Kao

Journal of Internet Technology, Special Issue on Distributed Multimedia Information Systems, 284–292. 2001

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Query Processing in DHT Based RDF Stores

Dominic Battré and Odej Kao

Journal of Internet Technology (JIT), 183–193. 2009

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On Architecture for Sla-aware Workflows in Grid Environments

Dang Minh Quan and Odej Kao

Journal of Interconnection Networks, 245–264. 2005

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Adaptive Online Compression in Clouds—Making Informed Decisions in Virtual Machine Environments

Hovestadt, Matthias and Kao, Odej and Kliem, Andreas and Warneke, Daniel

Journal of Grid Computing. Springer Netherlands, 1–20. 2013

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On Parallel Image Retrieval with Dynamically Extracted Features

Odej Kao

Journal for Parallel Computing. Elsevier, 700–709. 2008

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Internet Supported Analysis and Presentation of MPEG Compressed Newsfeeds

Guido Falkemeier and Gerhard Joubert and Odej Kao

International Journal of Computers and Applications, 129–136. 2001

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Dienstg�tegarantien und Fehlertoleranz in Grid Computing

Matthias Hovestadt and Odej Kao

IM Fachzeitschrift f�r Information Management & Consulting, 40–44. 2005

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Cloud-basierte Infrastrukturen

Philipp Berndt and Matthias Hovestadt and Odej Kao and Daniel Warneke

IM Fachzeitschrift für Information Management & Consulting, 18–24. 2011

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

Stanik, Alexander and Koerner, Marc and Kao, Odej

IET Networks Journal. Institution of Engineering and Technology. 2015

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Weniger Fehler und Risiken durch Grid Computing

Odej Kao and Dominic Battre and Andre Brinkmann and Georg Birkenheuer and Kerstin Voss

Forschungsforum, 30–35. 2010

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ClaVIPS -- System zur Analyse und Pr�sentation von MPEG komprimierten Newsfeeds

Guido Falkemeier and Odej Kao

Fachzeitschrift f�r Fernsehen, Film und Elektronische Medien, 354–358. 1999

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Mary, Hugo, and Hugo*: Learning to Schedule Distributed Data-Parallel Processing Jobs on Shared Clusters

Lauritz Thamsen, Jossekin Beilharz, Vinh Thuy Tran, Sasho Nedelkoski, and Odej Kao

Concurrency and Computation: Practice and Experience. Wiley, e5823. 2020

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Nephele streaming: stream processing under QoS constraints at scale

Lohrmann, Björn and Warneke, Daniel and Kao, Odej

Cluster Computing. Springer, 1–18. 2013

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Sensor Artificial Intelligence and its Application to Space Systems--A White Paper

Börner, Anko and Hübers, Heinz-Wilhelm and Kao, Odej and Schmidt, Florian and Becker, Sören and Denzler, Joachim and Matolin, Daniel and Haber, David and Lucia, Sergio and Samek, Wojciech and others

arXiv preprint arXiv:2006.08368 2020

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Ephemeral Materialization Points in Stratosphere Data Management on the Cloud

Mareike Höger, Odej Kao, Philipp Richter, Daniel Warneke

Advances in Parallel Computing, 163–181. 2013

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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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