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Inhalt des Dokuments

Publikationen Prof. Odej Kao

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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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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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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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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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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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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 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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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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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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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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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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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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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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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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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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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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Papnet: A Proximity-aware Alphanumeric Overlay Supporting Ganesan On-Line Load Balancing

Martin Raack and Dominic Battré and André Höing and Odej Kao

ICPADS '09: Proceedings of the 2009 15th International Conference on Parallel and Distributed Systems. IEEE Computer Society, 440–447. 2009

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A hash-free overlay with eventually optimal locality

Martin Raack and Christian Würtz and Philipp Berndt and Odej Kao

Proc of the Annual International Conference on Network Technologies & Communications (NTC 2010). Global Science and Technology Forum (GSTF), N59–N64. 2010

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

Thomas Renner and Lauritz Thamsen and Odej Kao

Proceedings of the 6th International Conference on Data Science, Technology and Applications - Volume 1: DATA,. SciTePress, 38–47. 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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Endolith: A Blockchain-based Framework to Enhance Data Retention in Cloud Storages

Renner, Thomas and Müller, Johannes and Kao, Odej

Proceedings of the 26th Euromicro International Conference on Parallel, Distributed and Network-based Processing. Euromicro, 627–634. 2018

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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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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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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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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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Extending the Divisible Task Model for Workload Balancing in Clusters

Ulf Rerrer and Frank Drews and Odej Kao

Proceedings of Conference on Parallel Computing (ParCo 2003). Imperial College Press, 219–224. 2003

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QoS-aware Query Processing in Cluster-based Image Databases.

Ulf Rerrer and Odej Kao

Proceedings of the Parallel Computing Conference (Parco 2005). NIC Series, 491–498. 2005

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Suitability of Positioning Techniques for Location-based Services in wireless LANs

Ulf Rerrer and Odej Kao

Proceedings of the 2nd Workshop on Positioning, Navigation and Communication 2005 (WPNC 2005). Shaker, 51–56. 2005

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Learning Dependencies in Distributed Cloud Applications to Identify and Localize Anomalies

Scheinert, Dominik and Acker, Alexander and Thamsen, Lauritz and Geldenhuys, Morgan K. and Kao, Odej

43rd International Conference on Software Engineering, To appear. 2021

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Novel framework combining health records with medical algorithms

Schmidt, Florian and Hennig, Vincent and Köhler, Sarah and Wallschläger, Marcel and Gulenko, Anton and Schmidt, Hartmut and Kao, Odej

Proceedings of the 11th EAI International Conference on Pervasive Computing Technologies for Healthcare, 480–481. 2017

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IFTM-Unsupervised Anomaly Detection for Virtualized Network Function Services

Schmidt, Florian and Gulenko, Anton and Wallschläger, Marcel and Acker, Alexander and Hennig, Vincent and Liu, Feng and Kao, Odej

2018 IEEE International Conference on Web Services (ICWS), 187–194. 2018

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Unsupervised Anomaly Event Detection for Cloud Monitoring using Online Arima

Schmidt, Fldorian and Suri-Payer, Florian and Gulenko, Anton and Wallschläger, Marcel and Acker, Alexander and Kao, Odej

2018 IEEE/ACM International Conference on Utility and Cloud Computing (UCC). IEEE, 71–76. 2018

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Unsupervised Anomaly Event Detection for VNF Service Monitoring using Multivariate Online Arima

Schmidt, Florian and Suri-Payer, Florian and Gulenko, Anton and Wallschläger, Marcel and Acker, Alexander and Kao, Odej

2018 IEEE International Conference on Cloud Computing Technology and Science (CloudCom). IEEE, 278–283. 2018

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Case Study: Visualizing Computer System Programming Concepts for Education

Schmidt, Florian and Ohlemacher, Johannes and Hennig, Vincent and Kao, Odej and Nordholz, Jan

SEFI 47th Annual Conference Proceedings - Complexity is the new normality. SEFI, 970–979. 2019

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