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Publications of the Research Group

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S

Hardware as a Service (HaaS): Physical and Virtual Hardware on demand

Stanik, Alexander and Hovestadt, Matthias and Kao, Odej

Cloud Computing Technology and Science (CloudCom), 2012 IEEE 4th International Conference on. IEEE publishers, 149-154. 2012

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Hardware as a Service (HaaS): The Completion of the Cloud Stack

Stanik, Alexander and Hovestadt, Matthias and Kao, Odej

Proceedings of the 3rd Intl. Conference on Next Generation Information Technology (ICNIT). IEEE publishers, 830-836. 2012

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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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A linear Programming Approach for Workload Balancing in Distributed Systems based on the Divisible Task Model

Silke Schomann and Frank Drews and Odej Kao

Proceedings of the Conference on Parallel and Distributed Processing Techniques and Applications (PDPTA 2003), 286-292. 2003

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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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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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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 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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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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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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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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TELESTO: A Graph Neural Network Model for Anomaly Classification in Cloud Services

Dominik Scheinert and Alexander Acker

18th International Conference on Service-Oriented Computing, To appear. 2020

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R

Location-aware Web Service Architecture using WLAN Positioning

Ulf Rerrer

Proceedings of the International Workshop on Context-Aware Mobile Systems (CAMS 2005). Springer, 196-205. 2005

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Location-awareness for a Service-oriented Architecture using WLAN Positioning

Ulf Rerrer

Proceedings of the 3rd European Conference on Web Services (ECOWS 2005), 8pages, only electronic proceedings available. IEEE Computer Society. 2005

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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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Neuer Ansatz f�r eine Voice-over-IP Verbindungstopologie

Ulf Rerrer and Constantin Werner

Proceedings der Fachtagung Gesellschaft der Informatik (Informatiktage 2003). Konradin, 313. 2003

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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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Towards Container-Based Resource Management for the Internet of Things

T. Renner and M. Meldau and A. Kliem

2016 International Conference on Software Networking (ICSN), 1-5. 2016

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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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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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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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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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Okeanos: Reconfigurable fault-tolerant transactional storage supporting object deletions

Martin Raack

High Performance Computing (HiPC), 2010 International Conference on, 1 -10. 2011

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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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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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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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Q

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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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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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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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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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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O

Exploratory Authoring of Interactive Content in a Live Environment (Technical Report)

Otto, Philipp and Pollak, Jaqueline and Werner, Daniel and Wolff, Felix and Steinert, Bastian and Thamsen, Lauritz and Taeumel, Marcel and Lincke, Jens and Krahn, Robert and Ingalls, Daniel H. H. and Hirschfeld, Robert

Technical Report. Hasso Plattner Institute. 2016

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N

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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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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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, To appear. 2020

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Using SLA based approach to handle sabotage tolerance in the Grids

Syed Naqvi and Stephane Mouton and Philippe Massonet and Gheorghe Cosmin Silaghi and Dominic Battré and Matthias Hovestadt and Karim Djemame

From Grids to Service and Pervasive Computing. Springer US, 153-162. 2008

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M

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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L

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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A Scalable and Dependable Data Analytics Platform for Water Infrastructure Monitoring

Lorenz, Felix and Geldenhuys, Morgan and Sommer, Harald and Jakobs, Frauke and Lüring, Carsten and Skwarek, Volker and Behnke, Ilja and Thamsen, Lauritz

2020 IEEE International Conference on Big Data. IEEE, 3488–3493. 2020

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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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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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