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Publications Prof. Odej Kao

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Scalable Distributed Processing of Spatial Point Data

Raack, Martin and Kao, Odej

Parallel and Distributed Systems (ICPADS), 2011 IEEE 17th International Conference on, 597–604. 2011

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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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On Architecture for an SLA-aware Job Flows in Grid Environments

Dang Minh Quan and Odej Kao

Proceedings of the 19th IEEE International Conference on Advanced Information Networking and Applications (AINA 2005), 287–292. 2005

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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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SLA negotiation protocol for Grid-based workflows

Dang Minh Quan and Odej Kao

Proceedings of the International Conference on High Performance Computing and Communications (HPPC-05), Lecture Notes in Computer Science (LNCS) 3726. Springer, 505�510. 2005

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Concept and Algorithms of Mapping Grid-based Workflow on Resources within an SLA Context

Dang Minh Quan and Odej Kao

Business Process Management: Concepts, Technologies and Applications. M.E Sharpe. 2008

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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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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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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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Anomaly Detection and Classification using Distributed Tracing and Deep Learning

S. Nedelkoski and J. Cardoso and O. Kao

2019 19th IEEE/ACM International Symposium on Cluster, Cloud and Grid Computing (CCGRID). IEEE/ACM, 241–250. 2019

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Anomaly Detection from System Tracing Data Using Multimodal Deep Learning

S. Nedelkoski and J. Cardoso and O. Kao

2019 IEEE 12th International Conference on Cloud Computing (CLOUD). IEEE, 179–186. 2019

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Multilayer Active Learning for Efficient Learning and Resource Usage in Distributed IoT Architectures

Nedelkoski, Sasho and Thamsen, Lauritz and Verbitskiy, Ilya and Kao, Odej

2019 IEEE International Conference on Edge Computing (EDGE). IEEE, 8–12. 2019

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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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High available deployment of cloud-based virtualized network functions

Makhsous, Saeed Haddadi and Gulenko, Anton and Kao, Odej and Liu, Feng

High Performance Computing & Simulation (HPCS), 2016 International Conference on, 468–475. 2016

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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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Towards Parallel Processing of RDF Queries in DHTs

Lohrmann, Björn and Battré, Dominic and Kao, Odej

Data Management in Grid and Peer-to-Peer Systems. Springer Berlin / Heidelberg, 36–47. 2009

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Processing smart meter data streams in the cloud

Lohrmann, Björn and Kao, Odej

2nd IEEE PES International Conference and Exhibition on Innovative Smart Grid Technologies (ISGT Europe), 1–8. 2011

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Massively-parallel Stream Processing under {QoS} Constraints with {N}ephele

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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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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Towards self-organization of networked medical devices

Kliem, Andreas and Hänsel, Joachim and Hovestadt, Matthias and John, Michael and Kao, Odej

Emerging Technologies Factory Automation (ETFA), 2011 IEEE 16th Conference on, 1–8. 2011

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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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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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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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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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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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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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On a Personalized System for Device Independent and Position Aware Communication

Odej Kao and Stefan Lietsch

Mobile Multimedia Communications: Concepts, Applications, and Challenges. IGI Global, 261–271. 2008

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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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Clouds als Antrieb des neuen Internets

Odej Kao

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

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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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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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Impulse Noise Removal in True Colour Images with a Triangle Operator

Odej Kao and Gerhard Joubert

Advanced Research Workshop on High Performance Computing 1998

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Impulse noise features for automatic selection of noise cleaning filter

Odej Kao and Stefan Diener

H. R. Arabnia (Edt): Proceedings of the International Conference on Imaging Science, Systems, and Technology (CISST), 79–86. 1999

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ODIN -- A System for planning, administration, and presentation of lectures and schedules in internet

Odej Kao and Gerhard Joubert and T. Ripke and Jan Engehausen and Daniel Schulz

Conference on Electronic Commerce, Multimedia, Embedded Systems and Technologies for Business Processes (EMMSEC) 1999

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