• DocumentCode
    2706894
  • Title

    Performance comparison of path matching algorithms over compressed control flow traces

  • Author

    Lin, Yongjing ; Zhang, Youtao

  • Author_Institution
    Dept. of Comput. Sci., Texas Univ., Richardson, TX, USA
  • fYear
    2005
  • fDate
    29-31 March 2005
  • Firstpage
    113
  • Lastpage
    122
  • Abstract
    A control flow trace captures the complete sequence of dynamically executed basic blocks and function calls. It is usually stored in compressed form due to its large size. Matching an intraprocedural path in a control flow trace faces path interruption and path context problems and therefore requires the extension of traditional pattern matching algorithms. In this paper we evaluate different path matching schemes including those matching in the compressed data directly and those matching after the decompression. We design simple indices for the compressed data and show that they can greatly improve the performance. Our experimental results show that these schemes are useful and can be adapted to environments with different hardware settings and path matching requests.
  • Keywords
    data compression; pattern matching; program control structures; program diagnostics; compressed control flow traces; decompression; intraprocedural path; path context problems; path interruption; path matching algorithms; pattern matching; performance comparison; Algorithm design and analysis; Automata; Compression algorithms; Computer science; Data compression; Hardware; Intrusion detection; Pattern matching; Size control;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Data Compression Conference, 2005. Proceedings. DCC 2005
  • ISSN
    1068-0314
  • Print_ISBN
    0-7695-2309-9
  • Type

    conf

  • DOI
    10.1109/DCC.2005.72
  • Filename
    1402172