Multi-objective topology optimization for networked embedded systems

Streichert T, Haubelt C, Teich J (2006)

Publication Status: Published

Publication Type: Conference contribution, Conference Contribution

Publication year: 2006

Pages Range: 93-98

Article Number: 4084755

Conference Proceedings Title: Proceedings of the International Conference on Embedded Computer Systems: Architectures, Modeling, and Simulation (IC-SAMOS 2006)

Event location: Samos GR

ISBN: 9781424401550

DOI: 10.1109/ICSAMOS.2006.300814

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.

Authors with CRIS profile

Thilo Streichert Lehrstuhl für Informatik 12 (Hardware-Software-Co-Design) Christian Haubelt Technische Fakultät Jürgen Teich Lehrstuhl für Informatik 12 (Hardware-Software-Co-Design)

Related research project(s)

Design methodology for embedded system made upon small networks of hardware reconfigurable nodes and connections (ReCoNets) SPP 1148: Rekonfigurierbare Rechensysteme June 1, 2003 - May 31, 2009

How to cite

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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