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Publications Lauritz Thamsen

Order by: Author [1]  Year [2]  Journal [3]

2021

Towards a Staging Environment for the Internet of Things [4]

Jossekin Beilharz, Philipp Wiesner, Arne Boockmeyer, Florian Brokhausen, Ilja Behnke, Robert Schmid, Lukas Pirl, and Lauritz Thamsen

2021 IEEE International Conference on Pervasive Computing and Communications Workshops, To appear. 2021

Download Bibtex entry [5]

2020

Mary, Hugo, and Hugo*: Learning to Schedule Distributed Data-Parallel Processing Jobs on Shared Clusters [6]

Lauritz Thamsen, Jossekin Beilharz, Vinh Thuy Tran, Sasho Nedelkoski, and Odej Kao

Concurrency and Computation: Practice and Experience. Wiley, e5823. 2020

Link to publication [7] Download Bibtex entry [8]

Fingerprinting Analog IoT Sensors for Secret-Free Authentication [9]

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 publication [10] Download Bibtex entry [11]

Interrupting Real-Time IoT Tasks: How Bad Can It Be to Connect Your Critical Embedded System to the Internet? [12]

Behnke, Ilja and Pirl, Lukas and Thamsen, Lauritz and Danicki, Robert and Polze, Andreas and Kao, Odej

IPCCC 2020: 39th International Performance Computing and Communications Conference, To appear. 2020

Download Bibtex entry [13]

Towards Collaborative Optimization of Cluster Configurations for Distributed Dataflow Jobs [14]

Will, Jonathan and Bader, Jonathan and Thamsen, Lauritz

2020 IEEE International Conference on Big Data. IEEE, 2851–2856. 2020

Download Bibtex entry [15]

A Scalable and Dependable Data Analytics Platform for Water Infrastructure Monitoring [16]

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

Download Bibtex entry [17]

Chiron: Optimizing Fault Tolerance in QoS-aware Distributed Stream Processing Jobs [18]

Geldenhuys, Morgan and Thamsen, Lauritz and Kao, Odej

2020 IEEE International Conference on Big Data, To appear. 2020

Download Bibtex entry [19]

2019

Héctor: A Framework for Testing IoT Applications Across Heterogeneous Edge and Cloud Testbeds [20]

Behnke, Ilja and Thamsen, Lauritz and Kao, Odej

12th IEEE/ACM International Conference on Utility and Cloud Computing Companion. ACM, 15–20. 2019

Download Bibtex entry [21]

Effectively Testing System Configurations of Critical IoT Analytics Pipelines [22]

Geldenhuys, Morgan K. and Thamsen, Lauritz and Gontarska, Kain Kordian and Lorenz, Felix and Kao, Odej

2019 IEEE International Conference on Big Data. IEEE, 4157-4162. 2019

Download Bibtex entry [23]

Hugo: A Cluster Scheduler that Efficiently Learns to Select Complementary Data-Parallel Jobs [24]

Thamsen, Lauritz and Verbitskiy, Ilya and Nedelkoski, Sasho and Tran, Vinh Thuy and Meyer, Vinicius and Xavier, Miguel G. and Kao, Odej and De Rose, Cesar A. F.

Euro-Par 2019: Parallel Processing Workshops. Springer, To appear. 2019

Download Bibtex entry [25]

Multilayer Active Learning for Efficient Learning and Resource Usage in Distributed IoT Architectures [26]

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 [27]

2018

CoBell: Runtime Prediction for Distributed Dataflow Jobs in Shared Clusters [28]

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

2018 IEEE International Conference on Cloud Computing Technology and Science (CloudCom). IEEE, 81-88. 2018

Download Bibtex entry [29]

Scheduling Stream Processing Tasks on Geo-Distributed Heterogeneous Resources [30]

Janßen, Gerrit and Verbitskiy, Ilya and Renner, Thomas and Thamsen, Lauritz

2018 IEEE International Conference on Big Data. IEEE, 5159–5164. 2018

Download Bibtex entry [31]

Learning Efficient Co-locations for Scheduling Distributed Dataflows in Shared Clusters [32]

Thamsen, Lauritz and Verbitskiy, Ilya and Rabier, Benjamin and Kao, Odej

Services Transactions on Big Data. Services Society, 1–15. 2018

Download Bibtex entry [33]

Adaptive Resource Management for Distributed Data Analytics [34]

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

Advances in Parallel Computing – Big Data and HPC: Ecosystem and Convergence. IOS Press, 155–170. 2018

Download Bibtex entry [35]

2017

SMiPE: Estimating the Progress of Recurring Iterative Distributed Dataflows [36]

Koch, Jannis and Thamsen, Lauritz and Schmidt, Florian and Kao, Odej

The 18th International Conference on Parallel and Distributed Computing, Applications and Technologies. IEEE, 156–163. 2017

Download Bibtex entry [37]

Ellis: Dynamically Scaling Distributed Dataflows to Meet Runtime Targets [38]

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 [39]

Scheduling Recurring Distributed Dataflow Jobs Based on Resource Utilization and Interference [40]

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 [41]

Addressing Hadoop's Small File Problem With an Appendable Archive File Format [42]

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

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

Link to publication [43] Download Bibtex entry [44]

Adaptive Resource Management for Distributed Data Analytics based on Container-level Cluster Monitoring [45]

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 [46] Download Bibtex entry [47]

2016

Visually Programming Dataflows for Distributed Data Analytics [48]

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

Download Bibtex entry [49]

Selecting Resources for Distributed Dataflow Systems According to Runtime Targets [50]

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 [51]

CoLoc: Distributed Data and Container Colocation for Data-Intensive Applications [52]

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

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] Download Bibtex entry [58]

Exploratory Authoring of Interactive Content in a Live Environment (Technical Report) [59]

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 [60] Download Bibtex entry [61]

Aura: A Flexible Dataflow Engine for Scalable Data Processing [62]

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 [63] Download Bibtex entry [64]

2015

Network-Aware Resource Management for Scalable Data Analytics Frameworks [65]

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 [66]

Lively Groups: Shared Behavior in a World of Objects without Classes or Prototypes [67]

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 [68] Download Bibtex entry [69]

Implicit Parallelism Through Deep Language Embedding [70]

Alexandrov, Alexander and Kunft, Andreas and Katsifodimos, Asterios and Schüler, Felix and Thamsen, Lauritz and Kao, Odej and Herb, Tobias and Markl, Volker

Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data. ACM, 47–61. 2015

Link to publication [71] Download Bibtex entry [72]

Preserving Access to Previous System States in the Lively Kernel [73]

Thamsen, Lauritz and Steinert, Bastian and Hirschfeld, Robert

Design Thinking Research. Springer, 235-264. 2015

Link to publication [74] Download Bibtex entry [75]

2014

Object Versioning to Support Recovery Needs: Using Proxies to Preserve Previous Development States in Lively [76]

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

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

Link to publication [77] Download Bibtex entry [78]

2012

Orca: A Single-Language Web Framework for Collaborative Development [79]

Thamsen, Lauritz and Gulenko, Anton and Perscheid, Michael and Krahn, Robert and Hirschfeld, Robert and Thomas, David A.

Proceedings of the 2012 10th International Conference on Creating, Connecting and Collaborating Through Computing. IEEE Computer Society, 45–52. 2012

Link to publication [80] Download Bibtex entry [81]
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