Multi-objective topology optimization for networked embedded systems

Beitrag bei einer Tagung
(Konferenzbeitrag)


Details zur Publikation

Autorinnen und Autoren: Streichert T, Haubelt C, Teich J
Jahr der Veröffentlichung: 2006
Tagungsband: Proceedings of the International Conference on Embedded Computer Systems: Architectures, Modeling, and Simulation (IC-SAMOS 2006)
Seitenbereich: 93-98
ISBN: 9781424401550


Abstract


In this paper, a new methodology is presented for topology optimization of networked embedded systems as they occur in automotive and avionic systems and partially in wireless sensor networks. By introducing a model which is (1.) suitable for heterogeneous networks with different communication bandwidths, (2.) modeling of routing restrictions, and (3.) flexible binding of tasks onto processors, current design issues of networked embedded systems can be investigated. On the basis of this model, the presented methodology firstly allocates the required resources which can be communication links as well as computational nodes and secondly binds the functionality onto the nodes and the data dependencies onto the links such that no routing restrictions will be violated or capacities on communication links will be exceeded. By applying Evolutionary Algorithms, we are able to consider multiple objectives simultaneously during the optimization process and allow for a subsequent unbiased decision making. An experimental evaluation as well as a demonstration of a case study from the field of automotive electronics will show the applicability of the presented approach. ©2006 IEEE.



FAU-Autorinnen und Autoren / FAU-Herausgeberinnen und Herausgeber

Haubelt, Christian Prof. Dr.-Ing.
Technische Fakultät
Streichert, Thilo Dr.
Lehrstuhl für Informatik 12 (Hardware-Software-Co-Design)
Teich, Jürgen Prof. Dr.-Ing.
Lehrstuhl für Informatik 12 (Hardware-Software-Co-Design)


Zitierweisen

APA:
Streichert, T., Haubelt, C., & Teich, J. (2006). Multi-objective topology optimization for networked embedded systems. In Proceedings of the International Conference on Embedded Computer Systems: Architectures, Modeling, and Simulation (IC-SAMOS 2006) (pp. 93-98). Samos, GR.

MLA:
Streichert, Thilo, Christian Haubelt, and Jürgen Teich. "Multi-objective topology optimization for networked embedded systems." Proceedings of the 2006 International Conference on Embedded Computer Systems: Architectures, Modeling and Simulation, IC-SAMOS 2006, Samos 2006. 93-98.

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