%0 Conference Paper %1 4221682 %A Wei, Mingliang %A Jiang, Changhao %A Snir, Marc %D 2007 %J Data Engineering, 2007. ICDE 2007. IEEE 23rd International Conference on %K frequent-patterns parallel simd %P 336-345 %R 10.1109/ICDE.2007.367879 %T Programming Patterns for Architecture-Level Software Optimizations on Frequent Pattern Mining %X One very important application in the data mining domain is frequent pattern mining. Various authors have worked on improving the efficiency of this computation, mostly focusing on algorithm-level improvement. More recent work has explored architecture specific optimizations of this computation. Our goal in this paper is to provide a systematic approach to architecture-level software optimizations by identifying applicable tuning patterns. We show the generality and effectiveness of these patterns by tuning several frequent pattern mining algorithms and showing significant performance improvements.

@inproceedings{4221682, abstract = {One very important application in the data mining domain is frequent pattern mining. Various authors have worked on improving the efficiency of this computation, mostly focusing on algorithm-level improvement. More recent work has explored architecture specific optimizations of this computation. Our goal in this paper is to provide a systematic approach to architecture-level software optimizations by identifying applicable tuning patterns. We show the generality and effectiveness of these patterns by tuning several frequent pattern mining algorithms and showing significant performance improvements.}, added-at = {2009-05-29T12:03:28.000+0200}, author = {Wei, Mingliang and Jiang, Changhao and Snir, Marc}, biburl = {https://www.bibsonomy.org/bibtex/295bb532233ce7e859c8edc8b8d2d39a5/claudio.lucchese}, description = {Welcome to IEEE Xplore 2.0: Programming Patterns for Architecture-Level Software Optimizations on Frequent Pattern Mining}, doi = {10.1109/ICDE.2007.367879}, interhash = {6f4c409998808c5d0a1690b5df55b98b}, intrahash = {95bb532233ce7e859c8edc8b8d2d39a5}, journal = {Data Engineering, 2007. ICDE 2007. IEEE 23rd International Conference on}, keywords = {frequent-patterns parallel simd}, month = {April}, pages = {336-345}, timestamp = {2009-05-29T12:03:28.000+0200}, title = {Programming Patterns for Architecture-Level Software Optimizations on Frequent Pattern Mining}, year = 2007 }