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Publikationen 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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S

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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P

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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J

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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F

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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D

The Collaborative Research Center FONDA

Ulf Leser, Odej Kao, and others

Datenbank Spektrum. Springer. 2021

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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

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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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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LOS: Local-Optimistic Scheduling of Periodic Model Training For Anomaly Detection on Sensor Data Streams in Meshed Edge Networks

Soeren Becker and Florian Schmidt and Lauritz Thamsen and Ana Juan Ferrer and Odej Kao

IEEE International Conference on Autonomic Computing and Self-Organizing Systems. IEEE, to appear. 2021

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

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

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EdgePier: P2P-based Container Image Distribution in Edge Computing Environments

Soeren Becker and Florian Schmidt and Odej Kao

40th IEEE International Performance Computing and Communications Conference. IEEE, to appear. 2021

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Sicherung von Dienstgüten in Grid Systemen

Matthias Hovestadt and Odej Kao

20. DFN-Arbeitstagung, Heilbronn 2006

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Bellamy: Reusing Performance Models for Distributed Dataflow Jobs Across Contexts

Scheinert, Dominik and Thamsen, Lauritz and Zhu, Houkun and Will, Jonathan and Acker, Alexander and Wittkopp, Thorsten and Kao, Odej

2021 IEEE International Conference on Cluster Computing (CLUSTER). IEEE, 261-270. 2021

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

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

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The Virtual Resource Manager: Local Autonomy versus QoS Guarantees for Grid Applications

Lars-Olof Burchard and Felix Heine and Hans-Ulrich Heiss and Matthias Hovestadt and Odej Kao and Axel Keller and Barry Linnert and Jörg Schneider

Future Generation Grids. Springer, 83–98. 2006

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Top $k$ RDF Query Evaluation in Structured P2P Networks

Dominic Battré and Felix Heine and Odej Kao

Euro-Par 2006 Parallel Processing: 12th International Euro-Par Conference. Springer, 995–1004. 2006

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Tarema: Adaptive Resource Allocation for Scalable Scientific Workflows in Heterogeneous Clusters

Bader, Jonathan and Thamsen, Lauritz and Kulagina, Svetlana and Will, Jonathan and Meyerhenke, Henning and Kao, Odej

2021 IEEE International Conference on Big Data. IEEE, to appear. 2021

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Topic 11: Distributed and High-Performance Multimedia.

Geoff Coulson and Harald Kosch and Odej Kao and Frank Seinstra

Euro-Par. Lecture Notes in Computer Science, Euro-Par 2006 Parallel Processing, LNCS (4128), 763. 2006

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A2Log: Attentive Augmented Log Anomaly Detection

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

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Gaining User's Trust by Publishing Failure Probabilities

Dominic Battré and Karim Djemame and Odej Kao and Kerstin Voss

ecurity and Privacy in Communications Networks and the Workshops, 2007. SecureComm 2007. Third International Conference on, 193–198. 2007

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Implementing WS-Agreement in a Globus Toolkit 4.0 Environment

Dominic Battré and Odej Kao and Kerstin Voss

Usage of Service Level Agreements in Grids Workshop in conjunction with The 8th IEEE International Conference on Grid Computing (Grid 2007). Springer, 409–418. 2007

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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

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On Triple Dissemination, Forward-Chaining, and Load Balancing in DHT based RDF stores

Dominic Battré and Felix Heine and André Höing and Odej Kao

Fourth International Workshop on Databases, Information Systems and Peer-to-Peer Computing (DBISP2P) in scope of 32st International Conference on Very Large Data Bases. Springer, 343–354. 2007

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Peermarks: P2P based Social Bookmarking (DELIS Technical Report TR-0602)

Giovanni Cortese and Luca Lorenz and Dominic Battré and Felix Heine and André Höing and Odej Kao

2007

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Planning-based Scheduling for SLA-awareness and Grid Integration

Dominic Battré and Matthias Hovestadt and Odej Kao and Axel Keller and Kerstin Voss

The 26th workshop of the UK Planning and Scheduling Special Interest Group (PlanSIG2007), 1–8. 2007

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Risk Management in Grid Computing

Karim Djemame and Odej Kao

Proceedings of the 2nd Conference on Computability in Europe (CiE'06). Springer. 2007

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Transparent Cross-Border Migration of Parallel Multi Node Applications

Dominic Battré and Matthias Hovestadt and Odej Kao and Axel Keller and Kerstin Voss

Cracow 07 Grid Workshop. Academic Computer Center CYFRONET AGH, 334–341. 2007

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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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Adopting DataGuides to RDF Databases

Dominic Battré and André Höing and Matthias Hovestadt and Odej Kao and Ulf Rerrer-Brusch

Proceedings of the 2008 International Conference on Semantic Web and Web Services (SWWS 2008) 2008

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Applying Risk Management to Support SLA Provisioning

Dominic Battré and Georg Birkenheuer and Matthias Hovestadt and Odej Kao and Kerstin Voss

The 8th Cracow Grid Workshop. Academic Computer Center CYFRONET AGH, 205–212. 2008

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