Journal of South China University of Technology(Natural Science Edition) ›› 2012, Vol. 40 ›› Issue (1): 159-164.

• Computer Science & Technology • Previous Articles    

A Quantitative Approach to Locality Strength and Its Application

Hou Fang  Zhao Yue-long  Wang Yu   

  1. School of Computer Science and Engineering,South China University of Technology,Guangzhou 510006,Guangdong,China
  • Received:2011-07-26 Revised:2011-10-22 Online:2012-01-25 Published:2011-12-01
  • Contact: 侯昉(1975-) ,男,在职博士生,广东金融学院讲师,主要从事计算机系统结构、计算机存储系统研究. E-mail:hfhoufang@tom.com
  • About author:侯昉(1975-) ,男,在职博士生,广东金融学院讲师,主要从事计算机系统结构、计算机存储系统研究.
  • Supported by:

    国家自然科学基金资助项目( 60573145) ; 教育部高等学校博士学科点专项科研资金资助项目( 200805610019) ;广州市科技计划项目( 2010Y1-C681)

Abstract:

As the existing working-set management algorithms ignore the locality strength in the procedure of working set adjustment,the resident set size is frequently adjusted so that the thrashing problem is inevitable. In order to solve this problem and to quantitatively analyze the locality strength,a quantitative approach to locality strength is proposed,which uses the sum of use bits and the number of page faults in a sampling period as two calculation indexes. Then,the corresponding algorithm of this approach is designed and the approach is systematically implemented. Experimental results show that the proposed quantitative approach helps to alleviate the thrashing of working set size in process switching and reduce the demands for system resources without degrading the performances of the whole system.

Key words: architecture, locality, quantitative method, resident set

CLC Number: