Organic Bus
Organic Self-organizing Bus-based Communication Systems
Today s electronic systems comprise a multitude of complex components interacting over communication networks and bus systems. In this project, an organic approach for the analysis, design and optimization of bus-based communication systems is investigated. The goal of our approach is to overcome drawbacks of today s pure offline designs that are based on worst-case estimations, are not expandable, and may easily degenerate when the environment or requirements change at run-time. In contrast, a decentralized approach using online self-organization would be able to monitor the actual traffic ofthe communication system and adapt either sending rates, probabilities, priorities, etc. accordingly. This project intends to provide a) theoretical foundations on self-organization for bus-based communication architectures based on game theory and utility functions, b) models as well as a design methodology including learning techniques to implement such properties for conflicting requirements, such as deadlines and bandwidth, and c) a simulation testbed. Finally, d) a hardware demonstrator shall be developed in order to prove the benefits of the investigated approaches in a realistic environment.
Publikationen
- Wildermann S., Teich J.:
Theoretical Analysis of Fair Bandwidth Sharing in Priority-based Medium Access
(2008)
BibTeX: Download - Wildermann S., Ziermann T., Teich J.:
Self-Organizing Bandwidth Sharing in Priority-based Medium Access
Third IEEE International Conference on Self-Adaptive and Self-Organizing Systems (SASO'09) (San Francisco, 14. September 2009 - 18. September 2009)
In: Proc. 3rd IEEE International Conference on Self-Adaptive and Self-Organizing Systems 2009
DOI: 10.1109/SASO.2009.18
BibTeX: Download - Ziermann T., Mühleis N., Wildermann S., Teich J.:
A self-organizing distributed reinforcement learning algorithm to achieve fair bandwidth allocation for priority-based bus communication
2010 13th IEEE International Symposium on Object/Component/Service-Oriented Real-Time Distributed Computing Workshops, ISORC Workshops 2010 (Carmona, Sevilla, 11. May 2010 - 11. May 2010)
In: Proceedings of the 1st IEEE Workshop on Self-Organizing Real-Time systems (SORT 2010) 2010
DOI: 10.1109/ISORCW.2010.18
BibTeX: Download - Ziermann T., Salcic Z., Teich J.:
DynOAA - Dynamic Offset Adaptation Algorithm for Improving Response Times of CAN Systems
Design, Automation and Test in Europe (DATE'11) (Grenoble, 14. March 2011 - 18. March 2011)
In: Proc. of DATE, New York, NY, USA: 2011
URL: http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=5763272
BibTeX: Download - Ziermann T., Wildermann S., Mühleis N., Teich J.:
Distributed self-organizing bandwidth allocation for priority-based bus communication
In: Concurrency and Computation-Practice & Experience 24 (2012), p. 1903-1917
ISSN: 1532-0626
DOI: 10.1002/cpe.1759
BibTeX: Download