Dissertation > Excellent graduate degree dissertation topics show

Alarm Correlation Analysis Based on Association Rules and Its Application in Network Management System

Author: WangJinYan
Tutor: LiuZhiJing;WangDeJie
School: Xi'an University of Electronic Science and Technology
Course: Software Engineering
Keywords: Association rules Alarm Correlation Data Mining Fault Management
CLC: TP311.13
Type: Master's thesis
Year: 2006
Downloads: 68
Quote: 1
Read: Download Dissertation


With communication network continues to grow and develop , network fault management is becoming increasingly complex. Alarm correlation analysis as an important part of the fault management is an important alarm information processing technology , from which the user can predict the network running status , positioning the real cause of the cause of abnormal network run . There are several methods of analysis of the alarm correlation , wherein the rule-based alarm analysis method meet the logic of the person , and easy to understand, and therefore widely used in the communication network . However , the rules of the traditional rule-based alarm analysis method to obtain the knowledge and experience largely dependent on the network management engineers , network management engineers not only increases the intensity of the work , the credibility of the rules is not high . In order to solve the bottleneck problem , consider data mining technology , and association rules respective advantages and can be integrated , this paper studies the data mining technology , and association rules combination alarm correlation analysis method . In this paper, based on theoretical studies , the combination of alarms related to the realization of Taizhou telecom data network management system , to clarify the actual alarm correlation analysis of association rules , proposed the handmade custom association rules , and the application of association rule mining method for association rules model and alarm analysis system alarm data in the network management system for the data source , and applied to the mining part of the association rules , to verify the feasibility of mining association rules .

Related Dissertations

  1. A Study on Healthcare Product Marketing Based on Data Mining Technology,F426.72
  2. Gao Zhong-ying academic thought and experience and use of Bufei Decoction treatment of common diseases of the respiratory system drug law,R249.2
  3. Bing- thick academic thought and clinical experience and empirical studies apply to turtle soups treatment of chronic kidney disease,R249.2
  4. The Design and Implementation of Bicluster Data Analyzing Software,TP311.52
  5. Research on Clustering Algorithm Based on Mutation Particle Swarm Optimization,TP18
  6. Research on Fuzzy C-Mean Clustering Algorithm Based on Particle Swarm Optimization and Shuffled Frog Leaping Algorithm,TP18
  7. Research on Clustering Algorithm Based on Genetic Algorithm and Rough Set Theory,TP18
  8. Based on data mining research tax audit case selection,F812.42
  9. Community-oriented education, personalized learning system and its implementation,TP391.6
  10. Association rule mining based Intrusion Detection System Research and Implementation,TP393.08
  11. Data warehouse technology in the banking customer management systems research and implementation,TP315
  12. The Research and Application of Data Mart in the Telecommunication Business Analysis,TP311.13
  13. Design to E-learning System in Senior Vocational School Base on Moodle,TP311.52
  14. Design and Development of Teaching Quality Assessment System Based on Data Mining,TP311.13
  15. The Application of Association Rules Algorithm in Higher Vocational Colleges’ Endorsement of Impoverished Students,G717
  16. Based on Data Mining Technologies in Urban Water Supply Analysis and Decision,F299.24;F224
  17. Research on Application of Data Mining Technology in Degree of Satisfaction Analysis of Television Customers,TP311.13
  18. Web Usage Mining and the Research of Personalized Recommendation,TP311.13
  19. Data Mining of Application in the School Management and Training Students,TP311.13
  20. Research on Employment Monitoring System of University Graduate,G647.38
  21. Design and Research of a Tree Data Structure for Mass Data’s Comprehensive Evaluation,TP311.12

CLC: > Industrial Technology > Automation technology,computer technology > Computing technology,computer technology > Computer software > Program design,software engineering > Programming > Database theory and systems
© 2012 www.DissertationTopic.Net  Mobile