Multi-Objective Distributed Run-time Resource Management for Many-Cores

Wildermann S, Glaß M, Teich J (2014)

Publication Type: Conference contribution

Publication year: 2014

Publisher: IEEE Press

Edited Volumes: Proceedings -Design, Automation and Test in Europe, DATE

City/Town: New York, NY, USA

Pages Range: 1-6

Conference Proceedings Title: Proc. of Design, Automation and Test in Europe (DATE)

Event location: Dresden DE

ISBN: 978-3-9815370-2-4

DOI: 10.7873/DATE2014.234

Abstract

Dynamic usage scenarios of many-core systems require sophisticated run-time resource management that can deal with multiple often conflicting application and system objectives. This paper proposes an approach based on nonlinear programming techniques that is able to trade off between objectives while respecting targets regarding their values. We propose a distributed application embedding for dealing with soft system-wide constraints as well as a centralized one for strict constraints. The experiments show that both approaches may significantly outperform related heuristics. © 2014 EDAA.

Authors with CRIS profile

Stefan Wildermann Lehrstuhl für Informatik 12 (Hardware-Software-Co-Design) Michael Glaß Lehrstuhl für Informatik 12 (Hardware-Software-Co-Design) Jürgen Teich Lehrstuhl für Informatik 12 (Hardware-Software-Co-Design)

How to cite

APA:

Wildermann, S., Glaß, M., & Teich, J. (2014). Multi-Objective Distributed Run-time Resource Management for Many-Cores. In Proc. of Design, Automation and Test in Europe (DATE) (pp. 1-6). Dresden, DE: New York, NY, USA: IEEE Press.

MLA:

Wildermann, Stefan, Michael Glaß, and Jürgen Teich. "Multi-Objective Distributed Run-time Resource Management for Many-Cores." Proceedings of the Design, Automation and Test in Europe (DATE), Dresden New York, NY, USA: IEEE Press, 2014. 1-6.

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