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Adaptive Resource Management (ARM)

Lupe [1]

One of the areas we work on in the DOS group is adaptive resource management for data-intensive distributed applications, aiming at systems that automatically adapt to workloads and environments. Learn more... [2]

Team

Lupe [3]

Lauritz [4], Morgan [5], Ilja [6], Kordian [7], Dominik [8], Philipp [9], Jonathan B. [10], and Jonathan W. [11]

Research

Aiming to make it easier to run data-intensive applications efficiently on distributed computing infrastructures from small devices to large-scale clusters, we work on adaptive resource management, following an iterative systems research approach.

Current research directions include:

  • Resource Allocation for Distributed Processing [12]
  • Scheduling of Data Processing Jobs [13]
  • Auto-Tuning of Scalable Systems [14]
  • Dependable IoT Systems [15]

Recent Publications

<< previous [16]
next >> [33]

Geldenhuys, Morgan K. and Will, Jonathan and Pfister, Benjamin and Haug, Martin and Scharmann, Alexander and Thamsen, Lauritz (2021). Dependable IoT Data Stream Processing for Monitoring and Control of Urban Infrastructures. IEEE International Conference on Cloud Engineering. IEEE, 244-250.


Martin Haug, Felix Lorenz, and Lauritz Thamsen (2021). GRAL: Localization of Floating Wireless Sensors in Pipe Networks. Proceedings of the 9th IEEE International Conference on Cloud Engineering (IC2E). IEEE, 251-257.


Will, Jonathan and Thamsen, Lauritz and Scheinert, Dominik and Bader, Jonathan and Kao, Odej (2021). C3O: Collaborative Cluster Configuration Optimization for Distributed Data Processing in Public Clouds [37]. International Conference on Cloud Engineering. IEEE, 43-52.


<< previous [38]
next >> [55]

Contact

Lauritz Thamsen
+49 30 314-24539
TEL
Room 1210
e-mail query [56]
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