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Inhalt des Dokuments

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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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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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} volume = {94, 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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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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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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Grid Computing: Kooperation und gemeinsame Nutzung vernetzter Ressourcen

Odej Kao and Matthias Hovestadt

Forschungsforum, 16-21. 2005

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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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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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Adaptive Resource Management for Distributed Data Analytics

Thamsen, Lauritz and Renner, Thomas and Verbitskiy, Ilya and Kao, Odej

Advances in Parallel Computing – Big Data and HPC: Ecosystem and Convergence. IOS Press, 155–170. 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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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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HPC4U: Providing Highly Predictable and SLA-aware Clusters for the Next Generation Grid

Felix Heine and Matthias Hovestadt and Odej Kao

The 4th Cracow Grid Workshop. Academic Computer Center CYFRONET AGH, 32-38. 2004

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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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Towards Ontology-Driven P2P Grid Resource Discovery

Felix Heine and Matthias Hovestadt and Odej Kao

5th IEEE/ACM International Workshop on Grid Computing. IEEE Computer Society, 76-83. 2004

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Anomaly Detection for Black Box Services in Edge Clouds Using Packet Size Distribution

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

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

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Processing complex RDF queries over P2P networks

Felix Heine and Matthias Hovestadt and Odej Kao

P2PIR'05: Proceedings of the 2005 ACM workshop on Information retrieval in peer-to-peer networks. ACM Press, 41-48. 2005

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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. 2018

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SLA-aware Job Migration in Grid Environments

Felix Heine and Matthias Hovestadt and Odej Kao and Axel Keller

Grid Computing: New Frontiers of High Performance Computing. Elsevier, 185-201. 2005

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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. 2018

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Provision of Fault Tolerance with Grid-enabled and SLA-aware Resource Management Systems

Felix Heine and Matthias Hovestadt and Odej Kao and Axel Keller

Parallel Computing: Current and Future Issues of High End Computing. NIC-Directors, 113-120. 2005

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Unsupervised Anomaly Event Detection for Cloud Monitoring using Online Arima

Schmidt, Florian 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. 2018

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Early Experiences on Application Checkpointing for Realizing QoS Provision

Felix Heine and Matthias Hovestadt and Odej Kao and and Oliver Marquardt

Proceedings of the Cracow Grid Workshop 2005

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CoBell: Runtime Prediction for Distributed Dataflow Jobs in Shared Clusters

Verbitskiy, Ilya and Thamsen, Lauritz and Renner, Thomas and Kao, Odej

2018 IEEE International Conference on Cloud Computing Technology and Science (CloudCom). IEEE, 81-88. 2018

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On the Impact of Reservations from the Grid on Planning-Based Resource Management

Felix Heine and Matthias Hovestadt and Odej Kao and Achim Streit

Computational Science – ICCS 2005. Springer, 155-162. 2005

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PeerThing: P2P-based Semantic Resource Discovery

Felix Heine and Matthias Hovestadt and Odej Kao and Kerstin Voss

The 5th Cracow Grid Workshop. Academic Computer Center CYFRONET AGH, 32-38. 2005

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Silent Consensus: Probabilistic Packet Sampling for Lightweight Network Monitoring

Wallschläger, Marcel and Acker, Alexander and Kao, Odej

Computational Science and Its Applications – ICCSA 2019. Springer International Publishing, 241–256. 2019

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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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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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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), 179-186. 2019

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Hugo: A Cluster Scheduler that Efficiently Learns to Select Complementary Data-Parallel Jobs

Thamsen, Lauritz and Verbitskiy, Ilya and Nedelkoski, Sasho and Tran, Vinh Thuy and Meyer, Vinicius and Xavier, Miguel G. and Kao, Odej and De Rose, Cesar A. F.

Euro-Par 2019: Parallel Processing Workshops. Springer, To appear. 2019

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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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Graph-based Feature Selection Filter Utilizing Maximal Cliques

Schroeder, Daniel Thilo and Styp-Rekowski, Kevin and Schmidt, Florian and Acker, Alexander and Kao, Odej

2019 Sixth International Conference on Social Networks Analysis, Management and Security (SNAMS). IEEE, 297–302. 2019

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