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ARM Publications

Following a list of our publications in our area of research.

Publications

Will, Jonathan and Bader, Jonathan and Thamsen, Lauritz (2020). Towards Collaborative Optimization of Cluster Configurations for Distributed Dataflow Jobs. 2020 IEEE International Conference on Big Data. IEEE, 2851–2856.


Verbitskiy, Ilya and Thamsen, Lauritz and Kao, Odej (2016). When to Use a Distributed Dataflow Engine: Evaluating the Performance of Apache Flink. In the Proceedings of the 2nd IEEE International Conference on Cloud and Big Data Computing (CBDCom). IEEE, 698–705.


Verbitskiy, Ilya and Thamsen, Lauritz and Renner, Thomas and Kao, Odej (2018). CoBell: Runtime Prediction for Distributed Dataflow Jobs in Shared Clusters. 2018 IEEE International Conference on Cloud Computing Technology and Science (CloudCom). IEEE, 81–88.


Thamsen, Lauritz and Gulenko, Anton and Perscheid, Michael and Krahn, Robert and Hirschfeld, Robert and Thomas, David A. (2012). Orca: A Single-Language Web Framework for Collaborative Development. Proceedings of the 2012 10th International Conference on Creating, Connecting and Collaborating Through Computing. IEEE Computer Society, 45–52.


Thamsen, Lauritz and Steinert, Bastian and Hirschfeld, Robert (2015). Preserving Access to Previous System States in the Lively Kernel. Design Thinking Research. Springer, 235–264.


Thamsen, Lauritz and Renner, Thomas and Kao, Odej (2016). Continuously Improving the Resource Utilization of Iterative Parallel Dataflows. In the Proceedings of the IEEE International Conference on Distributed Computing Systems Workshops (ICDCSW). IEEE, 1–6.


Thamsen, Lauritz and Verbitskiy, Ilya and Schmidt, Florian and Renner, Thomas and Kao, Odej (2016). Selecting Resources for Distributed Dataflow Systems According to Runtime Targets. In the Proceedings of the 35th IEEE International Performance Computing and Communications Conference (IPCCC). IEEE, 1–8.


Thamsen, Lauritz and Renner, Thomas and Byfeld, Marvin and Paeschke, Markus and Schröder, Daniel and Böhm, Felix (2016). Visually Programming Dataflows for Distributed Data Analytics. In the Proceedings of the 2016 IEEE International Conference on Big Data (BigData). IEEE, 2276–2285.


Thamsen, Lauritz and Verbitskiy, Ilya and Beilharz, Jossekin and Renner, Thomas and Polze, Andreas and Kao, Odej (2017). Ellis: Dynamically Scaling Distributed Dataflows to Meet Runtime Targets. Proceedings of the 2017 IEEE 9th International Conference on Cloud Computing Technology and Science. IEEE, 146–153.


Thamsen, Lauritz and Renner, Thomas and Verbitskiy, Ilya and Kao, Odej (2018). Adaptive Resource Management for Distributed Data Analytics. Advances in Parallel Computing – Big Data and HPC: Ecosystem and Convergence. IOS Press, 155–170.


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Contact

Lauritz Thamsen
+49 30 314-24539
TEL
Room 1210