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Publications of the Research Group

N

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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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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Q

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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R

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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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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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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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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Edge Resource Utilization Using OS-Level Virtualization on Smart Devices

T. Renner and M. Meldau and A. Kliem

Software Networking 2016

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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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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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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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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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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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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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S

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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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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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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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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Digital Teaching and Learning Projects in Engineering Education at Technische Universit\"at 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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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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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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Failover Pattern with a Self-Healing Mechanism for High Availability Cloud Solutions

Stanik, Alexander and Höger, Mareike and Kao, Odej

Cloud Computing and Big Data (CLOUDCOM-ASIA), Proceedings of the 2013 International Conference on, 23–29. 2013

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Local Authentication and Authorization System for Immediate Setup of Cloud Environments

Stanik, Alexander and Bittner, Patrick and Byfield, Marvin and Sander, Fridtjof and Schöder, Daniel

Advances in Computing, Communications and Informatics (ICACCI), 2013 International Conference on. IEEE, 1651–1656. 2013

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Autonomous Agreement-Mediation based on WS-Agreement for improving Cloud SLAs

Stanik, Alexander and Sander, Fridtjof and Kao, Odej

Cloud Computing Technology and Science (CloudCom), Proceedings of the 2014 IEEE 6th International Conference on. IEEE Computer Society, 583–590. 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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SLA-driven Federated Cloud Networking: Quality of Service for Cloud-based Software Defined Networks

Stanik, Alexander and Koerner, Marc and Lymberopoulos, Leonidas

Procedia Computer Science. Elsevier, 655–660. 2014

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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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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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Strategies for Data Replication and Data Recovery in Distributed Image Databases

Stephan Stapel and Odej Kao

Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 970–976. 2002

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Object Versioning to Support Recovery Needs: Using Proxies to Preserve Previous Development States in Lively

Steinert, Bastian and Thamsen, Lauritz and Felgentreff, Tim and Hirschfeld, Robert

Proceedings of the 10th ACM Symposium on Dynamic Languages. ACM, 113–124. 2014

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