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    A neuro-fuzzy fan speed controller for dynamic thermal management of multi-core processors

    Abad, Javad Mohebbi Najm; Salami, Bagher; Noori, Hamid; Soleimani, Ali; Madipour, Farhad

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    Date
    2014-05
    Citation:
    Abad, J. M. N. ; Salami, B. ; Noori, H. ; Soleimani, A. ; Mehdipour, F. (2014, May). A Neuro-Fuzzy Fan Speed Controller for Dynamic Thermal Management of Multi-core Process. Association for Computing Machinery (ACM) (Ed.), CF '14 Proceedings of the 11th ACM Conference on Computing Frontiers (pp.29-33).
    Permanent link to Research Bank record:
    https://hdl.handle.net/10652/3815
    Abstract
    Cooling equipments is a thermal management technique that reduces the thermal resistance of the heat sink without any performance degradation. However, higher fan speed produces a lower thermal resistance, but at the expense of higher power consumption. Our proposed Neuro-Fuzzy fan controller (NFSC), minimizes fan power consumption while avoiding the temperature increase above a certain threshold. The experimental results indicate that our proposed model can significantly decrease the average fan power with negligible temperature overhead compared to the traditional fan controller.
    Keywords:
    energy efficiency, reliability, active cooling, close-loop control, dynamic thermal management, neuro-fuzzy, multi-core processors
    ANZSRC Field of Research:
    0906 Electrical and Electronic Engineering
    Copyright Holder:
    Authors

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    Permission to make digital or hard copies of part or all 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 third-party components of this work must be honored. For all other uses, contact the Owner/Author. Copyright is held by the owner/author(s).
    Available Online at:
    http://dl.acm.org/citation.cfm?id=2597917
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    This digital work is protected by copyright. It may be consulted by you, provided you comply with the provisions of the Act and the following conditions of use. These documents or images may be used for research or private study purposes. Whether they can be used for any other purpose depends upon the Copyright Notice above. You will recognise the author's and publishers rights and give due acknowledgement where appropriate.
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    • Computing Conference Papers [150]

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