DocumentCode
1167919
Title
Reliability improvement of Internet web servers through statistical process control
Author
Michlin, Yefim ; Sedan, Boaz ; Ingman, Dov
Author_Institution
Fac. of Ind. & Manage. Eng., Technion-Israel Inst. of Technol., Haifa, Israel
Volume
53
Issue
4
fYear
2004
Firstpage
551
Lastpage
556
Abstract
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.
Keywords
Internet; computer network reliability; fault diagnosis; security of data; statistical process control; GCCPC; Internet Web server; automated protection system; computer security; drastic weakening; fault detection; general cross-correlation process control; hacker attack detection; parameter monitoring; reliability improvement; statistical process control; system installation; Central Processing Unit; Computer hacking; Fault detection; Internet; Process control; Protection; Security; Spectral analysis; Statistical analysis; Web server; 65; Computer security; internet; process control;
fLanguage
English
Journal_Title
Reliability, IEEE Transactions on
Publisher
ieee
ISSN
0018-9529
Type
jour
DOI
10.1109/TR.2004.837308
Filename
1360113
Link To Document