• DocumentCode
    71758
  • Title

    An Efficient and Scalable Semiconductor Architecture for Parallel Automata Processing

  • Author

    Dlugosch, Paul ; Brown, Dean ; Glendenning, Paul ; Leventhal, Michael ; Noyes, Harold

  • Author_Institution
    Micron Technol., DRAM Solutions Group, Boise, ID, USA
  • Volume
    25
  • Issue
    12
  • fYear
    2014
  • fDate
    Dec. 2014
  • Firstpage
    3088
  • Lastpage
    3098
  • Abstract
    We present the design and development of the automata processor, a massively parallel non-von Neumann semiconductor architecture that is purpose-built for automata processing. This architecture can directly implement non-deterministic finite automata in hardware and can be used to implement complex regular expressions, as well as other types of automata which cannot be expressed as regular expressions. We demonstrate that this architecture exceeds the capabilities of high-performance FPGA-based implementations of regular expression processors. We report on the development of an XML-based language for describing automata for easy compilation targeted to the hardware. The automata processor can be effectively utilized in a diverse array of applications driven by pattern matching, such as cyber security and computational biology.
  • Keywords
    XML; field programmable gate arrays; finite automata; parallel processing; pattern matching; XML-based language; automata processor; complex regular expressions; computational biology; cyber security; hardware; high performance FPGA; nondeterministic finite automata; parallel automata processing; parallel non-von Neumann semiconductor architecture; pattern matching; regular expression processors; scalable semiconductor architecture; Arrays; Automata; Complexity theory; Hardware; Radiation detectors; Routing; Automata; accelerator architectures; hardware; high performance computing; parallel architectures; reconfigurable architectures;
  • fLanguage
    English
  • Journal_Title
    Parallel and Distributed Systems, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1045-9219
  • Type

    jour

  • DOI
    10.1109/TPDS.2014.8
  • Filename
    6719386