CogniServe: Heterogeneous Server Architecture for Large-Scale Recognition

  • Authors:
  • Ravi Iyer;Sadagopan Srinivasan;Omesh Tickoo;Zhen Fang;Rameshkumar Illikkal;Steven Zhang;Vineet Chadha;Paul Stillwell;Seung Eun Lee

  • Affiliations:
  • Intel Labs;Intel Labs;Intel Labs;Intel Labs;Intel Labs;Intel Labs;Intel Labs;Intel Labs;Seoul National University of Science and Technology

  • Venue:
  • IEEE Micro
  • Year:
  • 2011

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Abstract

As smart mobile devices become pervasive, vendors are offering rich features supported by cloud-based servers to enhance the user experience. Such servers implement large-scale computing environments, where target data is compared to a massive preloaded database. CogniServe is a highly efficient recognition server for large-scale recognition that employs a heterogeneous architecture to provide low-power, high-throughput cores, along with application-specific accelerators.