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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} volume = {94, 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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I

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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Grid Computing: Kooperation und gemeinsame Nutzung vernetzter Ressourcen

Odej Kao and Matthias Hovestadt

Forschungsforum, 16-21. 2005

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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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C

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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A

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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Deploying and extending on-premise cloud storage based on ownCloud

Thomas Hildmann and Odej Kao

Proceedings of DCPerf 2014, The 4th international workshop on Data Center Performance. IEEE Publishers. 2014

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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, To appear. 2020

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Identity Management for the TUB Cloud

Hildmann, Thomas and Kao, Odej and Ritter, Christopher

Proceedings of the 19th European Information Systems Congress EUNIS 2013. RTU Press, 121-124. 2013

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Rollenbasierte Identit�ts- und Autorisierungsverwaltung an der TU Berlin

Thomas Hildmann and Odej Kao and Christopher Ritter

Proceedings 1. DFN-Forum Kommunikationstechnologien Verteilte Systeme im Wissenschaftsbereich. GI-Verlag, 97-106. 2008

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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

IoTSPT-ML 2020: 10th International Workshop on Security, Privacy, Trust, and Machine Learning for IoT. IEEE, To appear. 2020

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eXtreme Role Engineering: Ein neuer Ansatz zur Rechtedefinition und -vergabe

Thomas Hildmann and Odej Kao and Christopher Ritter

Proceedings der GI Tagung Sicherheit 2008. GI-Verlag, 569-574. 2008

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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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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, To appear. 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, To appear. 2020

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Sicherung von Dienstg�ten in Grid Systemen

Matthias Hovestadt and Odej Kao

20. DFN-Arbeitstagung, Heilbronn 2006

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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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Scheduling in HPC Resource Management Systems: Queuing vs. Planning

Matthias Hovestadt and Odej Kao and Axel Keller and Achim Streit

Proceedings of the 9th International Workshop on Job Scheduling Strategies for Parallel Processing (JSSPP 2003), LNCS 2862. Springer, 1-20. 2003

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Evaluating Adaptive Compression to Mitigate the Effects of Shared I/O in Clouds

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

Proceedings of the 2011 IEEE International Symposium on Parallel and Distributed Processing Workshops and PhD Forum. IEEE Computer Society, 1042–1051. 2011

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The First Step of Introducing Risk Management for Prepossessing SLAs.

Matthias Hovestadt and Odej Kao and Kerstin Voss

Proceedings of the IEEE International Conference on Services Computing (SCC 2006), 36-43. 2006

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Transformation Middleware for Heterogeneous Healthcare Data in Mobile E-health Environments

Ivanov, Dimo and Kliem, Andreas and Kao, Odej

Proceedings of the 2013 IEEE Second International Conference on Mobile Services. IEEE Computer Society, 39–46. 2013

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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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A routing approach using swarm-intelligence for resource sharing in wireless ad hoc networks

Peter Janacik and Odej Kao and Ulf Rerrer

Proceedings of the International Symposium on Trends in Communications (SYMPOTIC 2004). IEEE Press, 170-174. 2004

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Online Datenmanagement via Internet

Gerhard Joubert and Odej Kao

Informationstechnologie – Grundlagen und Anwendungen, 46-48. 2001

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Aspects of Image Processing for Multimedia Applications

Gerhard Joubert and Odej Kao

L. Gradinetti et al. (Edts.) Advances in High Performance Computing. Kluwer Academicpublishers, 321-333. 1997

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On the Offline Portability of Web Sites

Gerhard Joubert and Odej Kao and Ingo la Tendresse and S. Weinhuber

B. Stanford-Smith, P.T. Kidd (Edts.): E-business – Key Issues, Applications and Technologies, 982-989. 2000

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Clouds als Antrieb des neuen Internets

Odej Kao

2020 - Gedanken zur Zukunft des Internets. Klartext Verlag, 15-21. 2010

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Virtualisierung als Grundlage für modernen IT-Betrieb

Odej Kao

Proceedings of the 41 GI Conference: Informatik 2011 - Informatik schafft Communities. GI, 73-74. 2011

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