CN108229564A - 一种数据的处理方法、装置及设备 - Google Patents
一种数据的处理方法、装置及设备 Download PDFInfo
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- CN108229564A CN108229564A CN201810011299.9A CN201810011299A CN108229564A CN 108229564 A CN108229564 A CN 108229564A CN 201810011299 A CN201810011299 A CN 201810011299A CN 108229564 A CN108229564 A CN 108229564A
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- 238000012549 training Methods 0.000 claims description 11
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
- G06F18/20—Analysing
- G06F18/24—Classification techniques
- G06F18/241—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches
- G06F18/2415—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches based on parametric or probabilistic models, e.g. based on likelihood ratio or false acceptance rate versus a false rejection rate
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
- G06F18/20—Analysing
- G06F18/21—Design or setup of recognition systems or techniques; Extraction of features in feature space; Blind source separation
- G06F18/214—Generating training patterns; Bootstrap methods, e.g. bagging or boosting
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F18/00—Pattern recognition
- G06F18/20—Analysing
- G06F18/25—Fusion techniques
- G06F18/254—Fusion techniques of classification results, e.g. of results related to same input data
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Abstract
Description
时间 | 日志标识 | 列1 | 列2 | 列3 | 列4 | 列5 | 列6 | … |
20171022 10:01:01 | 1 | 1 | 0 | 0 | 0 | 0 | 1 | 0 |
20171022 10:01:02 | 2 | 0 | 1 | 1 | 0 | 1 | 0 | 1 |
20171022 10:01:03 | 3 | 1 | 1 | 0 | 1 | 0 | 1 | 1 |
20171022 10:01:04 | 4 | 0 | 1 | 1 | 1 | 1 | 0 | 1 |
20171022 10:01:05 | 5 | 1 | 0 | 0 | 1 | 0 | 1 | |
20171022 10:01:06 | 6 | 0 | 1 | 0 | 1 | 1 | 1 | 0 |
20171022 10:01:07 | 7 | 1 | 1 | 1 | 1 | 0 | 0 | 1 |
20171022 10:01:08 | 8 | 0 | 1 | 0 | 1 | 1 | 1 | 1 |
20171022 10:01:09 | 9 | 1 | 0 | 1 | 0 | 0 | 0 | 1 |
20171022 10:01:10 | 10 | 0 | 1 | 0 | 1 | 1 | 1 | 0 |
20171022 10:01:011 | 11 | 1 | 1 | 1 | 1 | 0 | 1 | 0 |
业务标识 | 业务日志数量 | 类1数量 | 类2数量 | 类3数量 | 类4数量 |
1 | 10 | 5 | 3 | 1 | 1 |
2 | 11 | 6 | 3 | 1 | 1 |
3 | 5 | 1 | 1 | 1 | 2 |
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CN108229564A true CN108229564A (zh) | 2018-06-29 |
CN108229564B CN108229564B (zh) | 2022-08-02 |
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Cited By (4)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN109902731A (zh) * | 2019-02-21 | 2019-06-18 | 武汉大学 | 一种基于支持向量机的性能故障的检测方法及装置 |
CN111240866A (zh) * | 2020-01-14 | 2020-06-05 | 华瑞新智科技(北京)有限公司 | 一种业务数据处理方法及装置 |
CN112348041A (zh) * | 2019-08-07 | 2021-02-09 | 中移(苏州)软件技术有限公司 | 日志分类、日志分类训练方法及装置、设备、存储介质 |
CN113449747A (zh) * | 2020-03-24 | 2021-09-28 | 阿里巴巴集团控股有限公司 | 数据处理方法、装置、设备和存储介质 |
Citations (5)
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EP2040171A1 (en) * | 2006-07-10 | 2009-03-25 | NEC Corporation | Computer system managing device, and computer system managing method |
CN102999516A (zh) * | 2011-09-15 | 2013-03-27 | 北京百度网讯科技有限公司 | 一种文本分类的方法及装置 |
CN105915555A (zh) * | 2016-06-29 | 2016-08-31 | 北京奇虎科技有限公司 | 网络异常行为的检测方法及系统 |
CN106649527A (zh) * | 2016-10-20 | 2017-05-10 | 重庆邮电大学 | 基于Spark Streaming的广告点击异常检测系统及检测方法 |
CN107273500A (zh) * | 2017-06-16 | 2017-10-20 | 中国电子技术标准化研究院 | 文本分类器生成方法、文本分类方法、装置及计算机设备 |
-
2018
- 2018-01-05 CN CN201810011299.9A patent/CN108229564B/zh active Active
Patent Citations (5)
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EP2040171A1 (en) * | 2006-07-10 | 2009-03-25 | NEC Corporation | Computer system managing device, and computer system managing method |
CN102999516A (zh) * | 2011-09-15 | 2013-03-27 | 北京百度网讯科技有限公司 | 一种文本分类的方法及装置 |
CN105915555A (zh) * | 2016-06-29 | 2016-08-31 | 北京奇虎科技有限公司 | 网络异常行为的检测方法及系统 |
CN106649527A (zh) * | 2016-10-20 | 2017-05-10 | 重庆邮电大学 | 基于Spark Streaming的广告点击异常检测系统及检测方法 |
CN107273500A (zh) * | 2017-06-16 | 2017-10-20 | 中国电子技术标准化研究院 | 文本分类器生成方法、文本分类方法、装置及计算机设备 |
Non-Patent Citations (3)
Title |
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JEFFREY XU YU 等: "Identifying interesting visitors through Web log classification", 《IEEE INTELLIGENT SYSTEMS》 * |
王学慧 等: "《交通信息技术基础》", 31 August 2015 * |
蒋鸿城 等: "海量日志分析在浙江电力的应用与实践", 《浙江电力》 * |
Cited By (6)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
CN109902731A (zh) * | 2019-02-21 | 2019-06-18 | 武汉大学 | 一种基于支持向量机的性能故障的检测方法及装置 |
CN109902731B (zh) * | 2019-02-21 | 2020-12-18 | 武汉大学 | 一种基于支持向量机的性能故障的检测方法及装置 |
CN112348041A (zh) * | 2019-08-07 | 2021-02-09 | 中移(苏州)软件技术有限公司 | 日志分类、日志分类训练方法及装置、设备、存储介质 |
CN112348041B (zh) * | 2019-08-07 | 2022-12-13 | 中移(苏州)软件技术有限公司 | 日志分类、日志分类训练方法及装置、设备、存储介质 |
CN111240866A (zh) * | 2020-01-14 | 2020-06-05 | 华瑞新智科技(北京)有限公司 | 一种业务数据处理方法及装置 |
CN113449747A (zh) * | 2020-03-24 | 2021-09-28 | 阿里巴巴集团控股有限公司 | 数据处理方法、装置、设备和存储介质 |
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