Intelligent Agent Based Fault Detection System
The current IP-network management systems normally utilize the centralized (client-server) architecture. Researchers have stated that, those systems may cause serious efficiency defects, when the complexity and size of the network increases. Automated network monitoring systems have some limitation....
Saved in:
| Main Author: | |
|---|---|
| Format: | Thesis |
| Language: | eng eng |
| Published: |
2010
|
| Subjects: | |
| Online Access: | https://etd.uum.edu.my/2210/1/Mohammad_Jehad_Baeth_Ahmad_Fawzi.pdf https://etd.uum.edu.my/2210/2/1.Mohammad_Jehad_Baeth_Ahmad_Fawzi.pdf |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| id |
my-uum-etd.2210 |
|---|---|
| record_format |
uketd_dc |
| spelling |
my-uum-etd.22102022-04-21T06:41:50Z Intelligent Agent Based Fault Detection System 2010 Ahmad Fawzi, Mohammad Jehad Baeth Ku Mahamud, Ku Ruhana College of Arts and Sciences (CAS) College of Arts and Sciences TJ Mechanical engineering and machinery The current IP-network management systems normally utilize the centralized (client-server) architecture. Researchers have stated that, those systems may cause serious efficiency defects, when the complexity and size of the network increases. Automated network monitoring systems have some limitation. They are known of making a huge overload on the network bandwidth due to their unnecessary message transaction between the server and the monitored hosts. Moreover, the lack of getting appropriate information that describes the malfunction makes it hard for the administrational team to identify the source of reported error. An innovative distributed intelligent agent based fault detection system that operates on Windows platform was presented, to capture abnormal and faulty behaviors on both application and system levels. The design proces of the intelligent agent utilized the ability of reactive operating and independent decision taking. The system has a web based graphical user interface to facilitate the accessibility to such vital information. Several evaluation scenarios were conducted to evaluate the trustworthiness and performance criterion of the proposed system. 2010 Thesis https://etd.uum.edu.my/2210/ https://etd.uum.edu.my/2210/1/Mohammad_Jehad_Baeth_Ahmad_Fawzi.pdf text eng public https://etd.uum.edu.my/2210/2/1.Mohammad_Jehad_Baeth_Ahmad_Fawzi.pdf text eng public http://lintas.uum.edu.my:8080/elmu/index.jsp?module=webopac-l&action=fullDisplayRetriever.jsp&szMaterialNo=0000757533 masters masters Universiti Utara Malaysia |
| institution |
Universiti Utara Malaysia |
| collection |
UUM ETD |
| language |
eng eng |
| advisor |
Ku Mahamud, Ku Ruhana |
| topic |
TJ Mechanical engineering and machinery |
| spellingShingle |
TJ Mechanical engineering and machinery Ahmad Fawzi, Mohammad Jehad Baeth Intelligent Agent Based Fault Detection System |
| description |
The current IP-network management systems normally utilize the centralized (client-server) architecture. Researchers have stated that, those systems may cause serious efficiency defects, when the complexity and size of the network increases. Automated network monitoring systems have some limitation. They are known of making a huge
overload on the network bandwidth due to their unnecessary message transaction between the server and the monitored hosts. Moreover, the lack of getting appropriate information that describes the malfunction makes it hard for the administrational team to identify the source of reported error. An innovative distributed intelligent agent based fault detection system that operates on Windows platform was presented, to capture abnormal and faulty behaviors on both application and system levels. The design proces of the intelligent agent utilized the ability of reactive operating and independent decision taking. The system has a web based graphical user interface to facilitate the accessibility to such vital information. Several evaluation scenarios were conducted to evaluate the
trustworthiness and performance criterion of the proposed system. |
| format |
Thesis |
| qualification_name |
masters |
| qualification_level |
Master's degree |
| author |
Ahmad Fawzi, Mohammad Jehad Baeth |
| author_facet |
Ahmad Fawzi, Mohammad Jehad Baeth |
| author_sort |
Ahmad Fawzi, Mohammad Jehad Baeth |
| title |
Intelligent Agent Based Fault Detection System |
| title_short |
Intelligent Agent Based Fault Detection System |
| title_full |
Intelligent Agent Based Fault Detection System |
| title_fullStr |
Intelligent Agent Based Fault Detection System |
| title_full_unstemmed |
Intelligent Agent Based Fault Detection System |
| title_sort |
intelligent agent based fault detection system |
| granting_institution |
Universiti Utara Malaysia |
| granting_department |
College of Arts and Sciences (CAS) |
| publishDate |
2010 |
| url |
https://etd.uum.edu.my/2210/1/Mohammad_Jehad_Baeth_Ahmad_Fawzi.pdf https://etd.uum.edu.my/2210/2/1.Mohammad_Jehad_Baeth_Ahmad_Fawzi.pdf |
| _version_ |
1747827290845216768 |