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Publications Prof. Odej Kao

2020

Superiority of Simplicity: A Lightweight Model for Network Device Workload Prediction

Acker, Alexander and Wittkopp, Thorsten and Nedelkoski, Sasho and Bogatinovski, Jasmin and Kao, Odej

15th Conference on Computer Science and Information Systems, 7–10. 2020

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Autoencoder-based Condition Monitoring and Anomaly Detection Method for Rotating Machines

Ahmad, Sabtain and Styp-Rekowski, Kevin and Nedelkoski, Sasho and Kao, Odej

2020 IEEE International Conference on Big Data, To appear. 2020

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Interrupting Real-Time IoT Tasks: How Bad Can It Be to Connect Your Critical Embedded System to the Internet?

Behnke, Ilja and Pirl, Lukas and Thamsen, Lauritz and Danicki, Robert and Polze, Andreas and Kao, Odej

IPCCC 2020: 39th International Performance Computing and Communications Conference, To appear. 2020

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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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Chiron: Optimizing Fault Tolerance in QoS-aware Distributed Stream Processing Jobs

Geldenhuys, Morgan and Thamsen, Lauritz and Kao, Odej

2020 IEEE International Conference on Big Data, 434–440. 2020

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Bitflow: An In Situ Stream Processing Framework

Gulenko, Anton and Acker, Alexander and Schmidt, Florian and Becker, Soeren and Kao, Odej

International Conference on Autonomic Computing and Self-Organizing Systems, 182-187. 2020

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AI-Governance and Levels of Automation for AIOps-supported system administration

Gulenko, Anton and Acker, Alexander and Kao, Odej and Liu, Feng

The 29th International Conference on Computer Communications and Networks, 1-6. 2020

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2019

Héctor: A Framework for Testing IoT Applications Across Heterogeneous Edge and Cloud Testbeds

Behnke, Ilja and Thamsen, Lauritz and Kao, Odej

12th IEEE/ACM International Conference on Utility and Cloud Computing Companion. ACM, 15–20. 2019

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Effectively Testing System Configurations of Critical IoT Analytics Pipelines

Geldenhuys, Morgan K. and Thamsen, Lauritz and Gontarska, Kain Kordian and Lorenz, Felix and Kao, Odej

2019 IEEE International Conference on Big Data. IEEE, 4157–4162. 2019

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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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2018

Online Density Grid Pattern Analysis to Classify Anomalies in Cloud and NFV Systems

Acker, Alexander and Schmidt, Florian and Gulenko, Anton and Kao, Odej

2018 IEEE International Conference on Cloud Computing Technology and Science (CloudCom). IEEE, 290–295. 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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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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A Practical Implementation of In-Band Network Telemetry in Open vSwitch

Gulenko, Anton and Wallschläger, Marcel and Kao, Odej

2018 7th IEEE International Conference on Cloud Networking (CloudNet). IEEE. 2018

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Detecting Anomalous Behavior of Black-Box Services Modeled with Distance-Based Online Clustering

Gulenko, Anton and Schmidt, Florian and Acker, Alexander and Wallschlager, Marcel and Kao, Odej and Liu, Feng

2018 IEEE 11th International Conference on Cloud Computing (CLOUD), 912–915. 2018

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2017

Patient-individual morphological anomaly detection in multi-lead electrocardiography data streams

Acker, Alexander and Schmidt, Florian and Gulenko, Anton and Kietzmann, Reinhard and Kao, Odej

Big Data (Big Data), 2017 IEEE International Conference on, 3841–3846. 2017

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2016

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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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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Evaluating machine learning algorithms for anomaly detection in clouds

Gulenko, Anton and Wallschläger, Marcel and Schmidt, Florian and Kao, Odej and Liu, Feng

Big Data (Big Data), 2016 IEEE International Conference on, 2716–2721. 2016

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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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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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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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2015

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

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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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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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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2013

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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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

Characterizing Latency in Periodic P2P Hypercube Gossiping

Philipp Berndt and Matthias Hovestadt and Odej Kao

Proceedings of the Fourth International Conference on Communications Systems and Networks (COMSNETS 2012). IEEE, 1–8. 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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2011

Time Bounds for Periodic Hypercube Gossiping

Philipp Berndt and Odej Kao

Proceedings of the 1st International Workshop on Worst-Case Traversal Time (WCTT 2011). ACM, 19–26. 2011

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Crowd Buzz: Scalable Audio Communication for MMVEs using Latency Optimized Hypercube Gossiping

Philipp Berndt and Matthias Hovestadt and Odej Kao

Proceedings of the IEEE International Symposium on Audio-Visual Environments and Games (HAVE 2011). IEEE, 182–187. 2011

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REEL: Modeling, Simulating and Visualizing Periodic Peer-to-Peer Communication

Philipp Berndt and Matthias Hovestadt and Odej Kao

Proceedings of the 2nd International Conference on Computer Modelling and Simulation (CSSim 2011). FIT, Brno University of Technology, 19–26. 2011

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Evaluation of Network Topology Inference in Opaque Compute Clouds through End-to-End Measurements

Battré, Dominic and Frejnik, Natalia and Goel, Siddhant and Kao, Odej and Warneke, Daniel

Proceedings of the 4th IEEE International Conference on Cloud Computing. IEEE Computer Society, 17–24. 2011

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Inferring Network Topologies in Infrastructure as a Service Clouds

Battré, Dominic and Frejnik, Natalia and Goel, Siddhant and Kao, Odej and Warneke, Daniel

Proceedings of the 11th IEEE/ACM International Symposium on Cluster, Cloud, and Grid Computing. IEEE Computer Society, 604–605. 2011

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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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Business Support Service Platform for Providers in Open Cloud Computing

Altmann, Jorn and Hovestadt, Matthias and Kao, Odej

Proceedings of the 7th Intl. Conference on Networked Computing (INC). IEEE publishers, 149–155. 2011

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2010

Spanning a Global Delay Model from HTTP-Measurements

Philipp Berndt and Martin Raack and Odej Kao

Proceedings of the Annual International Conference on Network Technologies & Communications (NTC 2010). Global Science and Technology Forum (GSTF), N77–N82. 2010

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A Hybrid Approach to Modeling End-to-End Delay in P2P Networks

Philipp Berndt and Dominic Battré and Odej Kao

Proceedings of the 2010 ACM Workshop on Advanced Video Streaming Techniques for Peer-to-Peer Networks and Social Networking (AVSTP2P 2010). ACM, 37–42. 2010

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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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Nephele/PACTs: A Programming Model and Execution Framework for Web-Scale Analytical Processing

Dominic Battré and Stephan Ewen and Fabian Hueske and Odej Kao and Volker Markl and Daniel Warneke

SoCC '10: Proceedings of the 1st ACM symposium on Cloud computing. ACM, 119–130. 2010

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Using UNICORE and WS-BPEL for Scientific Workflow Execution in Grid Environments

Gudenkauf, Stefan and Hasselbring, Wilhelm and Höing, André and Scherp, Guido and Odej Kao

Euro-Par 2009 Workshops - Parallel Processing, 335–344. 2010

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2009

Query Processing in DHT Based RDF Stores

Dominic Battré and Odej Kao

Journal of Internet Technology (JIT), 183–193. 2009

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Workflow Service Extensions for UNICORE 6 - Utilising a Standard WS-BPEL Engine for Grid Service Orchestration

Gudenkauf, Stefan and Hasselbring, Wilhelm and Höing, André and Scherp, Guido and Odej Kao

Euro-Par 2008 Workshops - Parallel Processing, 103–112. 2009

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Employing WS-BPEL Design Patterns for Grid Service Orchestration using a Standard WS-BPEL Engine and a Grid Middleware

Stefan Gudenkauf and Wilhelm Hasselbring and André Höing and Odej Kao and Guido Scherp and Holger Nitsche and Holger Karl and Andre Brinkmann

The 8th Cracow Grid Workshop. Academic Computer Center CYFRONET AGH, 103 – 110. 2009

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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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2008

Economically Enhanced Risk-aware Grid SLA Management

Karim Djemame and James Padgett and Iain Gourlay and Dominic Battré and Odej Kao and Kerstin Voss

Collaboration and the Knowledge Economy: Issues, Applications, Case Studies 2008

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AssessGrid Strategies for Provider Ranking Mechanisms in Risk-Aware Grid Systems

Dominic Battré and Karim Djemame and Iain Gourlay and Matthias Hovestadt and Odej Kao and James Padgett and Kerstin Voss and Daniel Warneke

Grid Economics and Business Models. Springer, 226–233. 2008

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Virtual Execution Environments for ensuring SLA-compliant Job Migration in Grids

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

2008 IEEE International Conference on Services Computing (SCC 2008), 571–572. 2008

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