Developing Energy Efficient Filtering Systems

被引:2
|
作者
Azzopardi, Leif [1 ]
Vanderbauwhede, Wim [1 ]
Moadeli, Mahmoud [1 ]
机构
[1] Univ Glasgow, Dept Comp Sci, Glasgow G12 8QQ, Lanark, Scotland
关键词
Efficiency; Filtering; FPGA;
D O I
10.1145/1571941.1572067
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
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.
引用
收藏
页码:664 / 665
页数:2
相关论文
共 50 条
  • [1] Energy Efficient Distributed Filtering for a Class of Nonlinear Systems in Sensor Networks
    Zhang, Dan
    Yu, Li
    Zhang, Wen-An
    IEEE SENSORS JOURNAL, 2015, 15 (05) : 3026 - 3036
  • [2] Energy-efficient H∞ filtering for networked systems with stochastic signal transmissions
    Zhang, Dan
    Cai, Wenjian
    Wang, Qing-Guo
    SIGNAL PROCESSING, 2014, 101 : 134 - 141
  • [3] Energy efficient filtering of nonuniform broadcast
    Tan, KL
    Yu, JX
    PROCEEDINGS OF THE 16TH INTERNATIONAL CONFERENCE ON DISTRIBUTED COMPUTING SYSTEMS, 1996, : 520 - 527
  • [4] Procedure of developing more energy efficient and electrified hydraulic systems for loader cranes
    Rankka, Amy
    Dell'Amico, Alessandro
    FRONTIERS IN MECHANICAL ENGINEERING-SWITZERLAND, 2024, 10
  • [5] Integrating BRT Systems with Rickshaws in Developing Cities to Promote Energy Efficient Travel
    Rahmana, M. Shafiq-Ur
    Timms, Paul
    Montgomery, Francis
    PROCEEDINGS OF EWGT 2012 - 15TH MEETING OF THE EURO WORKING GROUP ON TRANSPORTATION, 2012, 54 : 261 - 274
  • [6] Efficient data filtering for wind energy assessment
    Melero, J. J.
    Guerrero, J. J.
    Beltran, J.
    Pueyo, C.
    IET RENEWABLE POWER GENERATION, 2012, 6 (06) : 446 - 454
  • [7] Efficient particle filtering for jump Markov Systems
    Andrieu, C
    Davy, M
    Doucet, A
    2002 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOLS I-IV, PROCEEDINGS, 2002, : 1625 - 1628
  • [8] Energy efficient systems
    Konstruktion, 2010, (04):
  • [9] An Adaptive Filtering Mechanism for Energy Efficient Data Prefetching
    Dang, Xianglei
    Wang, Xiaoyin
    Tong, Dong
    Xie, Zichao
    Li, Lingda
    Wang, Keyi
    2013 18TH ASIA AND SOUTH PACIFIC DESIGN AUTOMATION CONFERENCE (ASP-DAC), 2013, : 332 - 337
  • [10] Energy efficient distributed filtering with wireless sensor networks
    Oka, Anand
    Lampe, Lutz
    IEEE TRANSACTIONS ON SIGNAL PROCESSING, 2008, 56 (05) : 2062 - 2075