Reliability improvement of Internet web servers through statistical process-control

被引:1
作者
Michlin, V [1 ]
Sedan, B
Ingman, D
机构
[1] Technion Israel Inst Technol, Fac Ind Engn & Management, IL-32000 Haifa, Israel
[2] IXI Mobile Inc, IL-43650 Raanana, Israel
关键词
computer security; internet; process control;
D O I
10.1109/TR.2004.837308
中图分类号
TP3 [计算技术、计算机技术];
学科分类号
0812 ;
摘要
The proposed method,. General Cross-Correlation Process Control (GCCPC) is intended for timely detection of hacker attacks and faults, before they become critical and disrupt the normal activity of a web server. It is based on observation of the correlations between the variables measured in the course of server activity. Some of the stronger of these correlations undergo drastic weakening at the onset of faults. A methodology is presented for choice of the variables to be observed, and of the monitoring parameters. To be noted are the robustness of the method, and the low cost of installation and maintenance of the system. Recommendations are given on real-world implementation of the method, as a basis for an automated protection system.
引用
收藏
页码:551 / 556
页数:6
相关论文
共 19 条
[1]  
ALLEN JH, 2001, CERT GUIDE SYSTEM NE
[2]  
[Anonymous], 1986, Understanding Statistical Process Control, Statistical Process Controls
[3]   Intrusion detection systems and multisensor data fusion [J].
Bass, T .
COMMUNICATIONS OF THE ACM, 2000, 43 (04) :99-105
[4]  
Bayuk J. L., 2002, Computer Security Journal, V18, P23
[5]  
BENDAT JS, 1985, RANDOM DATA, P99
[6]   A comparison of Intrusion Detection Systems [J].
Biermann, E ;
Cloete, E ;
Venter, LM .
COMPUTERS & SECURITY, 2001, 20 (08) :676-683
[7]  
BOYD MA, 1998, P 1998 REL MAINT S J, P285
[8]  
Fuchs C., 1998, Multivariate Quality Control
[9]  
Gertler J., 1998, FAULT DETECTION DIAG
[10]  
Guttman I., 1982, INTRO ENG STAT