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Publications of the Research Group

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S

Service Level Agreement Mediation, Negotiation and Evaluation for Cloud Services in Intercloud Environments [13]

Alexander Stanik

2016 Technische Universität Berlin

Download Bibtex entry [14]

Graph-based Feature Selection Filter Utilizing Maximal Cliques [15]

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

Download Bibtex entry [16]

A linear Programming Approach for Workload Balancing in Distributed Systems based on the Divisible Task Model [17]

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

Download Bibtex entry [18]

Novel framework combining health records with medical algorithms [19]

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

Download Bibtex entry [20]

IFTM-Unsupervised Anomaly Detection for Virtualized Network Function Services [21]

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

Download Bibtex entry [22]

Unsupervised Anomaly Event Detection for Cloud Monitoring using Online Arima [23]

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

Download Bibtex entry [24]

Unsupervised Anomaly Event Detection for VNF Service Monitoring using Multivariate Online Arima [25]

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

Download Bibtex entry [26]

ViMEC: Interactive Application for Micro-Cluster Visualizations [27]

Schmidt, Florian and Ehrenfeld, Yannick

EuroVis 2018 - Posters. The Eurographics Association, 29–31. 2018

Download Bibtex entry [28]

Digital Teaching and Learning Projects in Engineering Education at Technische Universit"at Berlin [29]

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

Download Bibtex entry [30]

Case Study: Visualizing Computer System Programming Concepts for Education [31]

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

Download Bibtex entry [32]

TELESTO: A Graph Neural Network Model for Anomaly Classification in Cloud Services [33]

Dominik Scheinert and Alexander Acker

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

Download Bibtex entry [34]

Learning Dependencies in Distributed Cloud Applications to Identify and Localize Anomalies [35]

Scheinert, Dominik and Acker, Alexander and Thamsen, Lauritz and Geldenhuys, Morgan K. and Kao, Odej

Workshop Proceedings of the 43th International Conference on Software Engineering, To appear. 2021

Download Bibtex entry [36]

R

Location-aware Web Service Architecture using WLAN Positioning [37]

Ulf Rerrer

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

Download Bibtex entry [38]

Location-awareness for a Service-oriented Architecture using WLAN Positioning [39]

Ulf Rerrer

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

Download Bibtex entry [40]

QoS-aware Query Processing in Cluster-based Image Databases. [41]

Ulf Rerrer and Odej Kao

Proceedings of the Parallel Computing Conference (Parco 2005). NIC Series, 491–498. 2005

Download Bibtex entry [42]

Suitability of Positioning Techniques for Location-based Services in wireless LANs [43]

Ulf Rerrer and Odej Kao

Proceedings of the 2nd Workshop on Positioning, Navigation and Communication 2005 (WPNC 2005). Shaker, 51–56. 2005

Download Bibtex entry [44]

Service Matching with Contextualised Ontologies [45]

Ulf Rerrer

2006 Universität Paderborn

Download Bibtex entry [46]

Extending the Divisible Task Model for Workload Balancing in Clusters [47]

Ulf Rerrer and Frank Drews and Odej Kao

Proceedings of Conference on Parallel Computing (ParCo 2003). Imperial College Press, 219–224. 2003

Download Bibtex entry [48]

Neuer Ansatz f�r eine Voice-over-IP Verbindungstopologie [49]

Ulf Rerrer and Constantin Werner

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

Download Bibtex entry [50]

Portable SDN Applications on the PaaS Layer [51]

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

Download Bibtex entry [52]

The Device Cloud - Applying Cloud Computing Concepts to the Internet of Things [53]

Renner, T. and Kliem, A. and Kao, O.

Ubiquitous Intelligence and Computing, 2014 IEEE 11th International Conference on. IEEE Computer Society, 396–401. 2014

Download Bibtex entry [54]

Network-Aware Resource Management for Scalable Data Analytics Frameworks [55]

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

Download Bibtex entry [56]

CoLoc: Distributed Data and Container Colocation for Data-Intensive Applications [57]

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

Link to code repository Download Bibtex entry [58]

Edge Resource Utilization Using OS-Level Virtualization on Smart Devices [59]

T. Renner and M. Meldau and A. Kliem

Software Networking 2016

Download Bibtex entry [60]

Towards Container-Based Resource Management for the Internet of Things [61]

T. Renner and M. Meldau and A. Kliem

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

Download Bibtex entry [62]

Adaptive Resource Management for Distributed Data Analytics based on Container-level Cluster Monitoring [63]

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

Download Bibtex entry [64]

Addressing Hadoop's Small File Problem With an Appendable Archive File Format [65]

Renner, Thomas and Müller, Johannes and Thamsen, Lauritz and Kao, Odej

Proceedings of the Computing Frontiers Conference. ACM, 367–372. 2017

Download Bibtex entry [66]

Endolith: A Blockchain-based Framework to Enhance Data Retention in Cloud Storages [67]

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

Download Bibtex entry [68]

Papnet: A Proximity-aware Alphanumeric Overlay Supporting Ganesan On-Line Load Balancing [69]

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

Download Bibtex entry [70]

A hash-free overlay with eventually optimal locality [71]

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

Download Bibtex entry [72]

Okeanos: Reconfigurable fault-tolerant transactional storage supporting object deletions [73]

Martin Raack

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

Download Bibtex entry [74]

Scalable Distributed Processing of Spatial Point Data [75]

Raack, Martin and Kao, Odej

Parallel and Distributed Systems (ICPADS), 2011 IEEE 17th International Conference on, 597–604. 2011

Download Bibtex entry [76]

Q

Mapping Workflows onto Grid Resources Within an SLA Context. [77]

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

Download Bibtex entry [78]

On Architecture for an SLA-aware Job Flows in Grid Environments [79]

Dang Minh Quan and Odej Kao

Proceedings of the 19th IEEE International Conference on Advanced Information Networking and Applications (AINA 2005), 287–292. 2005

Download Bibtex entry [80]

On Architecture for Sla-aware Workflows in Grid Environments [81]

Dang Minh Quan and Odej Kao

Journal of Interconnection Networks, 245–264. 2005

Download Bibtex entry [82]

SLA negotiation protocol for Grid-based workflows [83]

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

Download Bibtex entry [84]

Concept and Algorithms of Mapping Grid-based Workflow on Resources within an SLA Context [85]

Dang Minh Quan and Odej Kao

Business Process Management: Concepts, Technologies and Applications. M.E Sharpe. 2008

Download Bibtex entry [86]

O

Exploratory Authoring of Interactive Content in a Live Environment (Technical Report) [87]

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

Download Bibtex entry [88]

N

Learning more expressive joint distributions in multimodal variational methods [89]

S. Nedelkoski and M. Bogojevski and O. Kao

2020 International Conference on Machine Learning, Optimization, and Data Science, LOD 2020, 137–149. 2020

Download Bibtex entry [90]

Self-Supervised Log parsing [91]

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

Download Bibtex entry [92]

Multi-Source Distributed System Data for AI-powered Analytics [93]

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 International Publishing, 161–176. 2020

Link to code repository Download Bibtex entry [94]

Self-Attentive Classification-Based Anomaly Detection in Unstructured Logs [95]

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

Link to original publication [96] Download Bibtex entry [97]

Anomaly Detection and Classification using Distributed Tracing and Deep Learning [98]

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

Download Bibtex entry [99]

Anomaly Detection from System Tracing Data Using Multimodal Deep Learning [100]

S. Nedelkoski and J. Cardoso and O. Kao

2019 IEEE 12th International Conference on Cloud Computing (CLOUD). IEEE, 179–186. 2019

Download Bibtex entry [101]

Multilayer Active Learning for Efficient Learning and Resource Usage in Distributed IoT Architectures [102]

Nedelkoski, Sasho and Thamsen, Lauritz and Verbitskiy, Ilya and Kao, Odej

2019 IEEE International Conference on Edge Computing (EDGE). IEEE, 8–12. 2019

Download Bibtex entry [103]

Using SLA based approach to handle sabotage tolerance in the Grids [104]

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

Download Bibtex entry [105]

M

Ephemeral Materialization Points in Stratosphere Data Management on the Cloud [106]

Mareike Höger, Odej Kao, Philipp Richter, Daniel Warneke

Advances in Parallel Computing, 163–181. 2013

Download Bibtex entry [107]

High available deployment of cloud-based virtualized network functions [108]

Makhsous, Saeed Haddadi and Gulenko, Anton and Kao, Odej and Liu, Feng

High Performance Computing & Simulation (HPCS), 2016 International Conference on, 468–475. 2016

Download Bibtex entry [109]

L

Fingerprinting Analog IoT Sensors for Secret-Free Authentication [110]

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

Link to original publication [111] Download Bibtex entry [112]

A Scalable and Dependable Data Analytics Platform for Water Infrastructure Monitoring [113]

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

Link to code repository Download Bibtex entry [114]

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