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Inhalt des Dokuments

Publications Prof. Odej Kao

2017

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

Thomas Renner, Lauritz Thamsen, and Odej Kao

In the Proceedings of the 6th International Conference on Data Science, Technology and Applications (DATA). SCITEPRESS, to appear. 2017

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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, to appear. 2017

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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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2016

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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Record Skipping in Parallel Data Processing Systems

Mareike Höger and O. Kao

2016 International Conference on Cloud and Autonomic Computing (ICCAC), 107-110. 2016

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MAC Based Dynamic VLAN Tagging with OpenFlow for WLAN Access Networks

Koerner, Marc and Kao, Odej

Proceedings of the 1st International Workshop on Applications of Software-Defined Networking in CLoud Computing (SDNCC). Elsevier, 1-5. 2016

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

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

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The ASCETiC testbed - An Energy Efficient Cloud Computing Environment

Koerner, Marc and Stanik, Alexander and Kao, Odej and Wallschaeger, Marcel and Becker, Soeren

Proceedings of the 11th EAI International Conference on Testbeds and Research Infrastructures for the Development of Networks and Communities (TRIDENTCOM). Springer, to appear. 2016

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Continuously Improving the Resource Utilization of Iterative Parallel Dataflows

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

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Towards Seamless Integration of Software-Defined Networking within Distributed File Systems

Koerner, Marc and Kao, Odej

Proceedings of the International Conference on Cloud Computing Research and Innovation 2016 (ICCCRI). IEEE, 1–4. 2016

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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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Cooperative Device Cloud: A Resource Management Framework for the Internet of Things

Kliem, Andreas and Kao, Odej

Connectivity Frameworks for Smart Devices: The Internet of Things from a Distributed Computing Perspective. Springer International Publishing, 147–186. 2016

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Aura: A Flexible Dataflow Engine for Scalable Data Processing

Herb, Tobias, and Thamsen, Lauritz and Renner, Thomas and Kao, Odej

Tools for High Performance Computing 2015: Proceedings of the 9th International Workshop on Parallel Tools for High Performance Computing, September 2015, Dresden, Germany. Springer, 117-126. 2016

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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, 491–496. 2016

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2015

The Internet of Things Resource Management Challenge

A. Kliem and O. Kao

Internet of Things (iThings), 2015 8th IEEE International Conference on, 483-490. 2015

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Evaluation of a Cloud Federation Based on Software Defined Networking

Koerner, Marc and Gaul, Constantin and Kao, Odej

Proceedings of the 40th IEEE Conference on Local Computer Networks (LCN). IEEE, 1–8. 2015

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Network-Aware Resource Management for Scalable Data Analytics Frameworks

Renner, Thomas and Thamsen, Lauritz and Kao, Odej

Proceedings of the 1st First Workshop on Data-Centric Infrastructure for Big Data Science (DIBS), co-located with the 2015 IEEE International Conference on BigData. IEEE, 2793–2800. 2015

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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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Design and Implementation of a Cloud-Federation Agent for Software Defined Networking

Gaul, Constantin and Koerner, Marc and Kao, Odej

Proceedings of 2015 IEEE International Conference on Cloud Engineering (IC2E 2015). IEEE, 323–328. 2015

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Elastic Stream Processing with Latency Guarantees

Lohrmann, B. and Janacik, P. and Kao, O.

The 35th International Conference on Distributed Computing Systems (ICDCS 2015) 2015

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Implicit Parallelism Through Deep Language Embedding

Alexandrov, Alexander and Kunft, Andreas and Katsifodimos, Asterios and Schüler, Felix and Thamsen, Lauritz and Kao, Odej and Herb, Tobias and Markl, Volker

Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data. ACM, 47–61. 2015

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2014

Portable SDN Applications on the PaaS Layer

Renner, Thomas and Stanik, Alexander and Koerner, Marc and Kao, Odej

Utility and Cloud Computing (UCC), Proceedings of the 2014 IEEE/ACM 7th International Conference on. IEEE Computer Society, 497-498. 2014

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Autonomous Agreement-Mediation based on WS-Agreement for improving Cloud SLAs

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

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Applying QoS in Software Defined Networks by Using WS-Agreement

Koerner, Marc and Stanik, Alexander and Kao, Odej

Cloud Computing Technology and Science (CloudCom), Proceedings of the 2014 IEEE 6th International Conference on. IEEE Computer Society, 893-898. 2014

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The Device Cloud - Applying Cloud Computing Concepts to the Internet of Things

Renner, T. and Kliem, A. and Kao, O.

Ubiquitous Intelligence and Computing, 2014 IEEE 11th International Conference on. IEEE Computer Society, 396-401. 2014

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Replicated Convergent Data Containers

Herb, T. and Kao, O.

4th International Conference on Model & Data Engineering (MEDI’2014). Lecture Notes in Computer Science (LNCS) - Springer, 238-249. 2014

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MO-BIZZ: Fostering Mobile Business through Enhanced Cloud Solutions

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

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Oftables: A distributed packet filter

Koerner, Marc and Kao, Odej

Communication Systems and Networks (COMSNETS), 2014 Sixth International Conference on, 1-4. 2014

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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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Energy Efficiency Embedded Service Lifecycle: Towards an Energy Efficient Cloud Computing Architecture

Karim Djemame and Django Armstrong and Richard E. Kavanagh and Ana Juan Ferrer and D. G. Perez and D. R. Antona and Jean-Christophe Deprez and Christophe Ponsard and D. Ortiz and M. Macias and Jordi Guitart and Francesc Lordan and Jorge Ejarque and Raúl Sirvent and Rosa M. Badia and M. Kammer and Odej Kao and Eleni Agiatzidou and Antonis Dimakis and Costas Courcoubetis and L. Blasi

Joint Workshop Proceedings of the 2nd International Conference on ICT for Sustainability 2014, Stockholm, Sweden, August 24-27, 2014., 1–6. 2014

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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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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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2013

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

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

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Memoization of Materialization Points

Höger, Mareike and O. Kao

2013 IEEE 16th International Conference on Computational Science and Engineering, 1247-1254. 2013

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CoSeMed - cooperative and secure medical device cloud

Kliem, A. and Kao, O.

e-Health Networking, Applications Services (Healthcom), 2013 IEEE 15th International Conference on, 260-264. 2013

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Optimizing OpenFlow Load-Balancing with L2 Direct Server Return

Koerner, Marc and Kao, Odej

Fourth International Conference on Network of the Future (NoF'13), 1-5. 2013

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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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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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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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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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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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2012

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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Identity managemnt for complex Cloud infrastructures

Thomas Hildmann and Matthias Hovestadt and Odej Kao

Proceedings of the 2012 Workshop on Data Engineering. Springer. 2012

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Security and Communication Architecture for Networked Medical Devices in Mobility-Aware eHealth Environments

Kliem, Andreas and Hovestadt, Matthias and Odej Kao

Mobile Services (MS), 2012 IEEE First International Conference on, 112-114. 2012

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Multiple Service Load-Balancing with OpenFlow

Koerner, Marc and Kao, Odej

Proceedings of the 13th International Conference on High Performance Switching and Routing (HPSR). IEEE publishers, 210-214. 2012

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Standardization Approaches within Cloud Computing: Evaluation of Infrastructure as a Service Architecture

Labes, Stine and Stanik, Alexander and Repschläger, Jonas and Kao, Odej and Zarnekow, Rüdiger

Proceedingsof the Federated Conference on Computer Science and Information Systems. IEEE publishers, 951-958. 2012

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Massively-parallel Stream Processing under QoS Constraints with Nephele

Lohrmann, Björn and Warneke, Daniel and Kao, Odej

Proceedings of the 21st International Symposium on High-Performance Parallel and Distributed Computing. ACM, 271–282. 2012

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Architecture for Realizing Cloud-based IT Infrastructures

Berndt, Philipp and Hovestadt, Matthias and Kao, Odej

Proceedings of the 3rd Intl. Conference on Next Generation Information Technology (ICNIT). IEEE publishers, 204-210. 2012

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