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Publications of the Research Group

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2017

Ellis: Dynamically Scaling Distributed Dataflows to Meet Runtime Targets [14]

Thamsen, Lauritz and Verbitskiy, Ilya and Beilharz, Jossekin and Renner, Thomas and Polze, Andreas and Kao, Odej

Proceedings of the 2017 IEEE 9th International Conference on Cloud Computing Technology and Science. IEEE, 146–153. 2017

Download Bibtex entry [15]

Scheduling Recurring Distributed Dataflow Jobs Based on Resource Utilization and Interference [16]

Lauritz Thamsen, Benjamin Rabier, Florian Schmidt, Thomas Renner, and Odej Kao

In the Proceedings of the 6th 2017 IEEE International Congress on Big Data (BigData Congress 2017). IEEE, 145-152. 2017

Download Bibtex entry [17]

HotPi: Open-Source Collaborative Patient Documentation [18]

Jungnickel, Tim and Cabello, Juan and Raile, Klemens

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

Link to publication [19] Download Bibtex entry [20]

Addressing Hadoop's Small File Problem With an Appendable Archive File Format [21]

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

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

Link to publication [22] Download Bibtex entry [23]

Adaptive Resource Management for Distributed Data Analytics based on Container-level Cluster Monitoring [24]

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

Link to publication [25] Download Bibtex entry [26]

Patient-individual morphological anomaly detection in multi-lead electrocardiography data streams [27]

Acker, Alexander and Schmidt, Florian and Gulenko, Anton and Kietzmann, Reinhard and Kao, Odej

Big Data (Big Data), 2017 IEEE International Conference on, 3841–3846. 2017

Download Bibtex entry [28]

Automated Anomaly Detection in Virtualized Services Using Deep Packet Inspection [29]

Wallschläger, Marcel and Gulenko, Anton and Schmidt, Florian and Kao, Odej and Liu, Feng

Procedia Computer Science. Elsevier, 510–515. 2017

Link to publication [30] Download Bibtex entry [31]

Novel framework combining health records with medical algorithms [32]

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 [33]

Fa* ir: A fair top-k ranking algorithm [34]

Zehlike, Meike and Bonchi, Francesco and Castillo, Carlos and Hajian, Sara and Megahed, Mohamed and Baeza-Yates, Ricardo

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 1569–1578. 2017

Download Bibtex entry [35]

Pluto: The CRDT-Driven IMAP Server [36]

Jungnickel, Tim and Oldenburg, Lennart

Principles and Practice of Consistency for Distributed Data. ACM, 1:1–1:5. 2017

Link to publication [37] Download Bibtex entry [38]

formic: Building Collaborative Applications with Operational Transformation [39]

Jungnickel, Tim and Bräunlich, Ronny

International Conference on Distributed Applications and Interoperable Systems. Springer, to appear. 2017

Download Bibtex entry [40]

The IMAP CmRDT [41]

Tim Jungnickel and Lennart Oldenburg and Matthias Loibl

Archive of Formal Proofs 2017

Link to publication [42] Download Bibtex entry [43]

2016

Visually Programming Dataflows for Distributed Data Analytics [44]

Thamsen, Lauritz and Renner, Thomas and Byfeld, Marvin and Paeschke, Markus and Schröder, Daniel and Böhm, Felix

In the Proceedings of the 2016 IEEE International Conference on Big Data (BigData). IEEE, 2276-2285. 2016

Link to code repository Download Bibtex entry [45]

Selecting Resources for Distributed Dataflow Systems According to Runtime Targets [46]

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

In the Proceedings of the 35th IEEE International Performance Computing and Communications Conference (IPCCC). IEEE, 1-8. 2016

Download Bibtex entry [47]

CoLoc: Distributed Data and Container Colocation for Data-Intensive Applications [48]

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 [49]

Record Skipping in Parallel Data Processing Systems [50]

Mareike Höger and O. Kao

2016 International Conference on Cloud and Autonomic Computing (ICCAC), 107-110. 2016

Download Bibtex entry [51]

MAC Based Dynamic VLAN Tagging with OpenFlow for WLAN Access Networks [52]

Koerner, Marc and Kao, Odej

Proceedings of the 1st International Workshop on Applications of Software-Defined Networking in CLoud Computing (SDNCC). Elsevier, 1-5. 2016

Download Bibtex entry [53]

When to Use a Distributed Dataflow Engine: Evaluating the Performance of Apache Flink [54]

Verbitskiy, Ilya and Thamsen, Lauritz and Kao, Odej

In the Proceedings of the 2nd IEEE International Conference on Cloud and Big Data Computing (CBDCom). IEEE, 698-705. 2016

Download Bibtex entry [55]

Continuously Improving the Resource Utilization of Iterative Parallel Dataflows [56]

Thamsen, Lauritz and Renner, Thomas and Kao, Odej

In the Proceedings of the IEEE International Conference on Distributed Computing Systems Workshops (ICDCSW). IEEE, 1–6. 2016

Link to publication [57] Link to code repository Download Bibtex entry [58]

The ASCETiC testbed - An Energy Efficient Cloud Computing Environment [59]

Koerner, Marc and Stanik, Alexander and Kao, Odej and Wallschaeger, Marcel and Becker, Soeren

Proceedings of the 11th EAI International Conference on Testbeds and Research Infrastructures for the Development of Networks and Communities (TRIDENTCOM). Springer, to appear. 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

Link to publication [62] Download Bibtex entry [63]

Towards Seamless Integration of Software-Defined Networking within Distributed File Systems [64]

Koerner, Marc and Kao, Odej

Proceedings of the International Conference on Cloud Computing Research and Innovation 2016 (ICCCRI). IEEE, 1–4. 2016

Download Bibtex entry [65]

Service Level Agreement Mediation, Negotiation and Evaluation for Cloud Services in Intercloud Environments [66]

Alexander Stanik

2016 Technische Universität Berlin

Download Bibtex entry [67]

Cooperative Device Cloud: A Resource Management Framework for the Internet of Things [68]

Kliem, Andreas and Kao, Odej

Connectivity Frameworks for Smart Devices: The Internet of Things from a Distributed Computing Perspective. Springer International Publishing, 147–186. 2016

Link to publication [69] Download Bibtex entry [70]

A Reconfigurable Middleware for On-demand Integration of Medical Devices [71]

A. Kliem and A. Boelke and A. Grohnert and N. Traeder

IRBM, 198 - 209. 2016

Link to publication [72] Download Bibtex entry [73]

High available deployment of cloud-based virtualized network functions [74]

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 [75]

RehaInterAct–Entwicklung einer multimodalen Gangschule zur Aktivierung der unteren Extremitäten [76]

Kock, G. and John, M. and Häusler, B. and Grohnert, A. and Liebach, J. and Wolschke, M. and Smurawski A.

Zukunft Lebensräume: Gesundheit, Selbstständigkeit und Komfort im demografischen Wandel: 20. + 21.4.2016, Frankfurt am Main / Zukunft Lebensräume Kongress 2016. VDE Verlag, 181-186. 2016

Download Bibtex entry [77]

RehaInterAct–Eine sensorbasierte Trainingsumgebung [78]

Grohnert, A. and Kliem, A. and Kock, G. and John, M. and Feichtinger, R. and Liebach, J. and Hornstein, T. and Polak, M.

18. GMA/ITG-Fachtagung Sensoren und Messsysteme 2016. AMA, 595-600. 2016

Download Bibtex entry [79]

RehaInteract: 3D Kinesitherapy for Domestic Environments [80]

Kliem, A. and Grohnert, A. and John, M. and Kock, G. and Smurawski, A.

Encyclopedia of E-Health and Telemedicine. IGI Global, 346-360. 2016

Download Bibtex entry [81]

Exploratory Authoring of Interactive Content in a Live Environment (Technical Report) [82]

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

Link to publication [83] Download Bibtex entry [84]

Aura: A Flexible Dataflow Engine for Scalable Data Processing [85]

Herb, Tobias, and Thamsen, Lauritz and Renner, Thomas and Kao, Odej

Tools for High Performance Computing 2015: Proceedings of the 9th International Workshop on Parallel Tools for High Performance Computing, September 2015, Dresden, Germany. Springer, 117-126. 2016

Link to publication [86] Download Bibtex entry [87]

A System Architecture for Real-time Anomaly Detection in Large-scale NFV Systems [88]

Gulenko, Anton and Wallschläger, Marcel and Schmidt, Florian and Kao, Odej and Liu, Feng

Procedia Computer Science. Elsevier} volume = {94, 491–496. 2016

Link to publication [89] Download Bibtex entry [90]

Edge Resource Utilization Using OS-Level Virtualization on Smart Devices [91]

T. Renner and M. Meldau and A. Kliem

Software Networking 2016

Link to publication [92] Download Bibtex entry [93]

Progress Estimation in Parallel Data Processing Systems [94]

Höger, Mareike and Kao, Odej

Ubiquitous Intelligence & Computing, Advanced and Trusted Computing, Scalable Computing and Communications, Cloud and Big Data Computing, Internet of People, and Smart World Congress (UIC/ATC/ScalCom/CBDCom/IoP/SmartWorld), 2016 Intl IEEE Conferences, 690–697. 2016

Download Bibtex entry [95]

Evaluating machine learning algorithms for anomaly detection in clouds [96]

Gulenko, Anton and Wallschläger, Marcel and Schmidt, Florian and Kao, Odej and Liu, Feng

Big Data (Big Data), 2016 IEEE International Conference on, 2716–2721. 2016

Download Bibtex entry [97]

Weak Consistency and Stochastic Environments: Harmonization of Replicated Machine Learning Models [98]

Herb, Tobias and Jungnickel, Tim and Alt, Christoph

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

Link to publication [99] Download Bibtex entry [100]

Simultaneous Editing of JSON Objects via Operational Transformation [101]

Jungnickel, Tim and Herb, Tobias

ACM Symposium on Applied Computing. ACM, 812–815. 2016

Link to publication [102] Download Bibtex entry [103]

A Constructive Proof for FLP [104]

Benjamin Bisping and Paul-David Brodmann and Tim Jungnickel and Christina Rickmann and Henning Seidler and Anke Stüber and Arno Wilhelm-Weidner and Kirstin Peters and Uwe Nestmann

Archive of Formal Proofs 2016

Link to publication [105] Download Bibtex entry [106]

A Constructive Proof for FLP [107]

Benjamin Bisping and Paul-David Brodmann and Tim Jungnickel and Christina Rickmann and Henning Seidler and Anke Stüber and Arno Wilhelm-Weidner and Kirstin Peters and Uwe Nestmann

International Conference on Interactive Theorem Proving. Springer. 2016

Download Bibtex entry [108]

2015

The Internet of Things Resource Management Challenge [109]

A. Kliem and O. Kao

Internet of Things (iThings), 2015 8th IEEE International Conference on, 483-490. 2015

Download Bibtex entry [110]

Sharing as a principle for medical device management [111]

A. Kliem and A. Boelke and A. Grohnert

2015 17th International Conference on E-health Networking, Application Services (HealthCom), 75-80. 2015

Download Bibtex entry [112]

Network-Aware Resource Management for Scalable Data Analytics Frameworks [113]

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 [114]

Lively Groups: Shared Behavior in a World of Objects without Classes or Prototypes [115]

Felgentreff, Tim and Lincke, Jens and Hirschfeld, Robert and Thamsen, Lauritz

In Proceedings of the Future Programming Workshop (FPW) 2015, co-located with the Conference on Object-oriented Programming, Systems, Languages, and Applications (OOPSLA). ACM, 15–22. 2015

Link to publication [116] Download Bibtex entry [117]

Evaluation of a Cloud Federation Based on Software Defined Networking [118]

Koerner, Marc and Gaul, Constantin and Kao, Odej

Proceedings of the 40th IEEE Conference on Local Computer Networks (LCN). IEEE, 1–8. 2015

Download Bibtex entry [119]

Software Defined Networking Based Data-Center Services [120]

Marc Koerner

2015 Technische Universität Berlin

Download Bibtex entry [121]

Cooperative Device Cloud - Provisioning Embedded Devices in Ubiquitous Environments [122]

Andreas Kliem

Technische Universität Berlin. 2015 Technische Universität Berlin

Link to publication [123] Download Bibtex entry [124]

The Device Driver Engine - Cloud enabled ubiquitous device integration [125]

Kliem, A. and Koerner, M. and Weissenborn, S. and Byfield, M.

Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP), 2015 IEEE Tenth International Conference on, 1-7. 2015

Download Bibtex entry [126]

Service-level agreement aggregation for quality of service-aware federated cloud networking [127]

Stanik, Alexander and Koerner, Marc and Kao, Odej

IET Networks Journal. Institution of Engineering and Technology. 2015

Link to publication [128] Download Bibtex entry [129]

Design and Implementation of a Cloud-Federation Agent for Software Defined Networking [130]

Gaul, Constantin and Koerner, Marc and Kao, Odej

Proceedings of 2015 IEEE International Conference on Cloud Engineering (IC2E 2015). IEEE, 323–328. 2015

Download Bibtex entry [131]

Elastic Stream Processing with Latency Guarantees [132]

Lohrmann, B. and Janacik, P. and Kao, O.

The 35th International Conference on Distributed Computing Systems (ICDCS 2015) 2015

Download Bibtex entry [133]
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