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Publications of the Research Group


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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ViMEC: Interactive Application for Micro-Cluster Visualizations

Schmidt, Florian and Ehrenfeld, Yannick

EuroVis 2018 - Posters. The Eurographics Association, 29-31. 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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Decision Tree Visualization for High-dimensional Numerical Data

Szücs, Dora and Schmidt, Florian

2018 IEEE International Conference on Social Networks Analysis, Management and Security (SNAMS) 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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Scheduling Stream Processing Tasks on Geo-Distributed Heterogeneous Resources

Janßen, Gerrit and Verbitskiy, Ilya and Renner, Thomas and Thamsen, Lauritz

2018 IEEE International Conference on Big Data. IEEE, 5159–5164. 2018

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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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Volume Driven Data Distribution for NUMA-Machines

Felix Heine and Adrian Slowik

The 6th International Euro-Par Conference on Parallel Processing. Springer, 415-424. 2000

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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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HotPi: Open-Source Collaborative Patient Documentation

Jungnickel, Tim and Cabello, Juan and Raile, Klemens

Computer-Supported Cooperative Work and Social Computing Companion. ACM, 219-222. 2017

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Digital Teaching and Learning Projects in Engineering Education at Technische Universität Berlin

Schmidt, Florian and Schmitt, Franz-Josef and Böger, Laura and Wilhelm-Weidner, Arno and Torjus, Nicole

2019 ASEE Annual Conference & Exposition. American Society for Engineering Education. 2019

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Weak Consistency and Stochastic Environments: Harmonization of Replicated Machine Learning Models

Herb, Tobias and Jungnickel, Tim and Alt, Christoph

Principles and Practice of Consistency for Distributed Data. ACM, 8:1–8:3. 2016

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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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Maßnahmen zum Schutz der Sicherheitspolitik bei der RBAC-Modellierung insbesondere bei der Verwendung von eXtreme Role-Engineering

Hildmann, Thomas

Sicherheit in vernetzten Systemen - 16. DFN Workshopband. Books on Demand. Norderstedt. 2009

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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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Vermeidung von Datenspuren bei smartcard- basierten Authentisierungssystemen

Thomas Hildmann

Verlässliche IT-Systeme 2001, Sicherheit in komplexen IT-Infrastrukturen. Vieweg Wiesbaden. 2001

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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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Entwicklung eines sicheren, erweiterten E-Mail-Systems

Thomas Hildmann

1998 Technische Universität Berlin

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Unsupervised Anomaly Alerting for IoT-Gateway Monitoring using Adaptive Thresholds and Half-Space Trees

Wetzig, René and Gulenko, Anton and Schmidt, Florian

2019 Sixth International Conference on Internet of Things: Systems, Management and Security (IOTSMS). IEEE, 161–168. 2019

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Managing Trust between collaborating Companies using outsourced Role Based Access Control

Thomas Hildmann and Jörg Bartholdt

Proceedings of the Fourth ACM RBAC Workshop 1999

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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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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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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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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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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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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, To appear. 2020

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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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Rollenbasierte Identit�ts- und Autorisierungsverwaltung an der TU Berlin

Thomas Hildmann and Odej Kao and Christopher Ritter

Proceedings 1. DFN-Forum Kommunikationstechnologien Verteilte Systeme im Wissenschaftsbereich. GI-Verlag, 97-106. 2008

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