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
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;
Journal_Title :
Reliability, IEEE Transactions on
DOI :
10.1109/TR.2004.837308