CN112187550B - 基于密度峰值多属性聚类的网络日志分析方法 - Google Patents
基于密度峰值多属性聚类的网络日志分析方法 Download PDFInfo
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L41/00—Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
- H04L41/06—Management of faults, events, alarms or notifications
- H04L41/069—Management of faults, events, alarms or notifications using logs of notifications; Post-processing of notifications
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
- G06F18/20—Analysing
- G06F18/23—Clustering techniques
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L41/00—Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
- H04L41/14—Network analysis or design
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L41/00—Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
- H04L41/14—Network analysis or design
- H04L41/145—Network analysis or design involving simulating, designing, planning or modelling of a network
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- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02D—CLIMATE CHANGE MITIGATION TECHNOLOGIES IN INFORMATION AND COMMUNICATION TECHNOLOGIES [ICT], I.E. INFORMATION AND COMMUNICATION TECHNOLOGIES AIMING AT THE REDUCTION OF THEIR OWN ENERGY USE
- Y02D10/00—Energy efficient computing, e.g. low power processors, power management or thermal management
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Citations (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN109299044A (zh) * | 2018-07-20 | 2019-02-01 | 浙江工业大学 | 一种基于公司内部日志的安全可视化分析*** |
CN110276374A (zh) * | 2019-05-10 | 2019-09-24 | 浙江工业大学 | 自动确定聚类中心的用户行为日志密度峰值聚类方法 |
CN110489464A (zh) * | 2019-07-02 | 2019-11-22 | 北京邮电大学 | 探索式图融合可视化方法和装置 |
Family Cites Families (12)
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CN103138986B (zh) * | 2013-01-09 | 2016-08-03 | 天津大学 | 一种基于可视分析的网站异常访问行为的检测方法 |
CN103714138A (zh) * | 2013-12-20 | 2014-04-09 | 南京理工大学 | 一种基于密度聚类的区域数据可视化方法 |
CN106251026A (zh) * | 2016-08-16 | 2016-12-21 | 南京信息工程大学 | 基于pdbscan算法的雷电临近趋势预报方法 |
CN108123834A (zh) * | 2017-12-18 | 2018-06-05 | 佛山市米良仓科技有限公司 | 基于大数据平台的日志分析*** |
CN108897674A (zh) * | 2018-07-12 | 2018-11-27 | 郑州云海信息技术有限公司 | 一种日志分析方法与装置 |
CN109255384A (zh) * | 2018-09-12 | 2019-01-22 | 湖州市特种设备检测研究院 | 一种基于密度峰值聚类算法的交通流模式识别方法 |
CN109271424A (zh) * | 2018-09-29 | 2019-01-25 | 海南大学 | 一种基于密度的参数自适应聚类方法 |
CN109471785A (zh) * | 2018-11-15 | 2019-03-15 | 郑州云海信息技术有限公司 | 一种日志分析方法与装置 |
CN110263230B (zh) * | 2019-04-25 | 2021-04-06 | 北京科技大学 | 一种基于密度聚类的数据清洗方法及装置 |
CN110309383B (zh) * | 2019-06-17 | 2021-07-13 | 武汉科技大学 | 基于改进的dbscan算法的船舶轨迹聚类分析方法 |
CN111044986B (zh) * | 2019-12-25 | 2022-05-10 | 成都纳雷科技有限公司 | 一种用于雷达目标检测的密度聚类方法及装置 |
CN111401460B (zh) * | 2020-03-24 | 2023-04-25 | 南京师范大学镇江创新发展研究院 | 一种基于限值学习的异常电量数据辨识方法 |
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- 2020-10-16 CN CN202011114354.0A patent/CN112187550B/zh active Active
Patent Citations (3)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN109299044A (zh) * | 2018-07-20 | 2019-02-01 | 浙江工业大学 | 一种基于公司内部日志的安全可视化分析*** |
CN110276374A (zh) * | 2019-05-10 | 2019-09-24 | 浙江工业大学 | 自动确定聚类中心的用户行为日志密度峰值聚类方法 |
CN110489464A (zh) * | 2019-07-02 | 2019-11-22 | 北京邮电大学 | 探索式图融合可视化方法和装置 |
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