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On-the-fly computing: self-aware heterogeneous multi-cores

Published: 01 October 2016 Publication History

Abstract

In this extended abstract, we briefly survey the vision and goals of On-The-Fly (OTF) computing. Then we turn to heterogeneous multi-cores which, as platforms for OTF computing scenarios, have to support a high dynamics in both the workload and the system state. We argue that concepts and models of self-awareness studied in, for example, psychology, have been successfully transferred to the computing domain and help create systems that can autonomously adapt to changes in their state and environment in order to meet optimization goals and constraints.

References

[1]
A. Agne, M. Happe, A. Läosch, C. Plessl, and M. Platzner. Self-awareness as a model for designing and operating heterogeneous multicores. ACM Transactions On Reconfigurable Technology and Systems, 7(2), July 2014.
[2]
M. Happe, F. M. auf der Heide, P. Kling, M. Platzner, and C. Plessl. On-the-fly computing: A novel paradigm for individualized it services. In Proc. Workshop on Software Technologies for Future Embedded and Ubiquitous Systems (SEUS). IEEE Computer Society, June 2013.
[3]
J. O. Kephart and D. M. Chess. The vision of autonomic computing. IEEE Computer, 36(1):41--50, 2003.
[4]
P. Lewis, M. Platzner, B. Rinner, J. Toressen, and X. Yao, editors. Self-ware Computing Systems: An Engineering Approach. Natural Computing Series. Springer, 2016.
[5]
C. Muäller-Schloer, H. Schmeck, and T. Ungerer. Organic computing: a paradigm shift for complex systems. Springer, 2011.

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    cover image ACM Other conferences
    CODES '16: Proceedings of the Eleventh IEEE/ACM/IFIP International Conference on Hardware/Software Codesign and System Synthesis
    October 2016
    294 pages
    ISBN:9781450344838
    DOI:10.1145/2968456
    Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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    Association for Computing Machinery

    New York, NY, United States

    Publication History

    Published: 01 October 2016

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    Author Tags

    1. heterogeneous multicores
    2. on-the-fly computing
    3. self-awareness

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    ESWEEK'16
    ESWEEK'16: TWELFTH EMBEDDED SYSTEM WEEK
    October 1 - 7, 2016
    Pennsylvania, Pittsburgh

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