Design space exploration of reliable networked embedded systems

Beitrag in einer Fachzeitschrift


Details zur Publikation

Autorinnen und Autoren: Streichert T, Glaß M, Haubelt C, Teich J
Zeitschrift: Journal of Systems Architecture
Verlag: Elsevier
Jahr der Veröffentlichung: 2007
Band: 53
Heftnummer: 10
Seitenbereich: 751-763
ISSN: 1383-7621


Abstract


In this paper, a new methodology is presented for topology optimization of networked embedded systems as they occur in automotive and avionic systems as well as 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. Due to the often error-prone communication in networks, we allow for routing each data dependency over multiple routes in the networks. With this strategy, our methodology is able to increase the reliability of the entire system. This reliability analysis is based on Binary Decision Diagrams (BDDs) and is integrated in our multi-objective design space exploration. 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. © 2007 Elsevier B.V. All rights reserved.



FAU-Autorinnen und Autoren / FAU-Herausgeberinnen und Herausgeber

Glaß, Michael Prof. Dr.-Ing.
Lehrstuhl für Informatik 12 (Hardware-Software-Co-Design)
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., Glaß, M., Haubelt, C., & Teich, J. (2007). Design space exploration of reliable networked embedded systems. Journal of Systems Architecture, 53(10), 751-763. https://dx.doi.org/10.1016/j.sysarc.2007.01.005

MLA:
Streichert, Thilo, et al. "Design space exploration of reliable networked embedded systems." Journal of Systems Architecture 53.10 (2007): 751-763.

BibTeX: 

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