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Developing energy efficient filtering systems

Published: 19 July 2009 Publication History

Abstract

Processing large volumes of information generally requires massive amounts of computational power, which consumes a significant amount of energy. An emerging challenge is the development of ``environmentally friendly'' systems that are not only efficient in terms of time, but also energy efficient. In this poster, we outline our initial efforts at developing greener filtering systems by employing Field Programmable Gate Arrays (FPGA) to perform the core information processing task. FPGAs enable code to be executed in parallel at a chip level, while consuming only a fraction of the power of a standard (von Neuman style) processor. On a number of test collections, we demonstrate that the FPGA filtering system performs 10-20 times faster than the Itanium based implementation, resulting in considerable energy savings.

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Cited By

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  • (2014)Data-Stream-Driven Computers are Power and Energy EfficientSustainable Practices10.4018/978-1-4666-4852-4.ch025(447-462)Online publication date: 2014
  • (2014)A hybrid CPU-FPGA system for high throughput (10Gb/s) streaming document classificationACM SIGARCH Computer Architecture News10.1145/2641361.264137041:5(53-58)Online publication date: 18-Jun-2014
  • (2013)High throughput filtering using FPGA-accelerationProceedings of the 22nd ACM international conference on Information & Knowledge Management10.1145/2505515.2507866(1245-1248)Online publication date: 27-Oct-2013
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    cover image ACM Conferences
    SIGIR '09: Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval
    July 2009
    896 pages
    ISBN:9781605584836
    DOI:10.1145/1571941

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    Association for Computing Machinery

    New York, NY, United States

    Publication History

    Published: 19 July 2009

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    Author Tags

    1. FPGA
    2. efficiency
    3. filtering

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    Overall Acceptance Rate 792 of 3,983 submissions, 20%

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    View all
    • (2014)Data-Stream-Driven Computers are Power and Energy EfficientSustainable Practices10.4018/978-1-4666-4852-4.ch025(447-462)Online publication date: 2014
    • (2014)A hybrid CPU-FPGA system for high throughput (10Gb/s) streaming document classificationACM SIGARCH Computer Architecture News10.1145/2641361.264137041:5(53-58)Online publication date: 18-Jun-2014
    • (2013)High throughput filtering using FPGA-accelerationProceedings of the 22nd ACM international conference on Information & Knowledge Management10.1145/2505515.2507866(1245-1248)Online publication date: 27-Oct-2013
    • (2012)Data-Stream-Driven Computers are Power and Energy EfficientEnergy-Aware Systems and Networking for Sustainable Initiatives10.4018/978-1-4666-1842-8.ch016(361-376)Online publication date: 2012
    • (2012)Throughput analysis for a high-performance FPGA-accelerated real-time search applicationInternational Journal of Reconfigurable Computing10.1155/2012/5071732012(1-1)Online publication date: 1-Jan-2012
    • (2010)Non-Instruction Fetch-Based Architecture Reduces Almost 100 Percent of the Dynamic Power and EnergyProceedings of the 2010 IEEE/ACM Int'l Conference on Green Computing and Communications & Int'l Conference on Cyber, Physical and Social Computing10.1109/GreenCom-CPSCom.2010.94(418-424)Online publication date: 18-Dec-2010

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