Title :
CogniServe: Heterogeneous Server Architecture for Large-Scale Recognition
Author :
Iyer, Ravi ; Srinivasan, Sadagopan ; Tickoo, Omesh ; Fang, Zhen ; Illikkal, Ramesh ; Zhang, Steven ; Chadha, Vineet ; Stillwell, Paul M., Jr. ; Lee, Seung Eun
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.
Keywords :
Internet; file servers; image recognition; speech recognition; user interfaces; CogniServe recognition server; application-specific accelerators; cloud-based servers; large-scale recognition; smart mobile devices; user experience; Computer architecture; Hardware; Image recognition; Programming; Servers; Speech; Speech recognition; CogniServe; accelerator; cloud-based computing; heterogeneous architecture; large-scale recognition; mobile/wireless;
Journal_Title :
Micro, IEEE
