基于关联规则的SDH网络告警分析方法及应用
摘要
本文主要介绍关联规则在SDH网络告警分析中的应用,通过制定关联规则,得出SDH网络中告警内在联系,提升通信网络维护人员告警分析能力和降低故障处理时间,最终达到快速定位故障,解决故障的目的。
出处
《科技信息》
2013年第20期253-254,共2页
Science & Technology Information
二级参考文献30
-
1[1]R Agrawal, T Imielinski, A Swami. Mining Association Rules between Sets of Items in Large Databases [C]. In Proc. of the ACM SIGMOD Int' I Conf. on Management of Data (ACM SIGMOD'93), Washington, USA,1993.207-216.
-
2[2]R Agrawal et al. Fast Algorithms for Mining Association Rules [C]. In Proc. of the 20th Int'l Conf. on Very Large Databases (VLDB'94), Santiago, Chile, 1994.487-499.
-
3[3]R Agrawal,R Srikant. Mining Sequential Patterns[C]. In Proc.of the Int'l Conf. on Data Engineering (ICDE), Taipei,Taiwan, 1995.3-14.
-
4[4]N F Ayan, A U Tansel, et al. Arkun. An Efficient Algorithm to Update Large Itemsets with Early Pruning[C]. In Proc. of the 5th Int'l Conf. on Knowledge Discovery and Data Mining (KDD'99), San Diego, California, USA,1999.439-450.
-
5[5]R J Bayardo Jr, et al. Constraint-based Rule Mining in Large,Dense Databases[C]. In Proc. of the 15th Int'l Conf. on Data Engineering, Sydney, Australia, 1999.85-93.
-
6[6]S Brin, R Motwani,C Silverstein. Beyond Market Baskets:Generalizing Association Rules to Correlations [C]. In Proc. of the ACM SIGMOD Iht'1 Conf. on Management of Data (ACM SIGMOD ' 97), 1997.265-276.
-
7[7]S Brin, et al. Dynamic Itemset Counting and Implication Rules for Market Basket Data[C]. In Proc. of the ACM SIGMOD Int'I Conf. on Management of Data, 1997. 123-140.
-
8[8]T Fukuda, Y. Morimoto, et al. Mining Optimized Association Rules for Numeric Attributes [C]. In Proc. of the 15th ACM SIGACT-SIGMOD-SIGART Symp. on Principles of Database Systems (PODS'96), Montreal, Canada, 1996.23-32.
-
9[9]J Han, J Pei,Y Yin. Mining Frequent Patterns Without Candidate Generation[C]. In Proc. of the 2000 ACM-SIGMOD Int'I Conf. on Management of Data, Dallas, Texas, USA,2000.1-12.
-
10[10]C Hidber. Online Association Rule Mining[ C]. In Proc. of the 1999 ACM SIGMOD Conf. on Management of Data, 1999. 106-115.
共引文献5
-
1张贞梅,孙忠林,陈欣.数据挖掘的关联规则建立与算法改进[J].福建电脑,2005,21(5):33-34. 被引量：6
-
2杨泽民,武志东.关联规则挖掘综述[J].雁北师范学院学报,2006,22(2):19-22. 被引量：5
-
3张贞梅.一种优化的频集发现算法[J].中国科技信息,2007(13):257-259. 被引量：1
-
4张雨真,李伟,张慧慧,颜雪松.基于XML构建KDD框架的研究[J].武汉船舶职业技术学院学报,2011,10(4):39-41.
-
5张灏.计算机数据分析技术在机械制造企业销售管理中的应用研究[J].软件工程师,2012(11):48-49. 被引量：4
-
1方遒铿.网络告警分析方法[J].电信技术,2005(10):58-60. 被引量：2
-
2徐东升,王培,杨宁侠.基于SDH技术的传输系统告警分析[J].科协论坛（下半月）,2008(5):59-60.
-
3梁世红,任志国.本地网LSTP链路告警分析[J].山西通信科技,2006,27(1):28-30.
-
4丁爽.DX600发射机合成器的主/备变频器切换系统[J].通讯世界,2016,0(3):80-80.
-
5李占丰,孙伟.浅谈如何降低高压变频器故障率[J].化工管理,2015(24):154-154.
-
6崔晓峰.直流稳压电源输出电压降低故障的检修[J].广播电视通信技术,1999(100):75-75.
-
7于霞.SDH传输设备告警分析与故障定位[J].硅谷,2011,4(20):161-161. 被引量：1
-
8王新辉.SDH传输设备的告警分析及故障排除[J].中国有线电视,2003(6):103-104.
-
9于大吉,孙宁波.TD-SCDMA网络IUB接口常见告警分析[J].中国新通信,2014,16(14):57-58.
-
10张跃宇,吴宇红.基于数据挖掘的WLAN告警分析[J].电子科技,2004,17(12):15-17.
