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
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;
Conference_Titel :
Data Compression Conference, 2005. Proceedings. DCC 2005
Print_ISBN :
0-7695-2309-9
DOI :
10.1109/DCC.2005.72