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骨干通信网络流量告警信息关联分析 被引量:3
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作者 田家瑞 张文政 +1 位作者 周颖杰 冯震 《计算机应用研究》 CSCD 北大核心 2011年第1期287-289,297,共4页
提出一种以骨干通信网络流量特征参数告警信息为基础的关联分析方法,首先提取通信网络中多个与异常事件相关的相对粗粒度的流量特征参数,将这些特征参数看做是随时间变化的信号(以下称为流量特征信号),通过流量特征信号分析获得异常事... 提出一种以骨干通信网络流量特征参数告警信息为基础的关联分析方法,首先提取通信网络中多个与异常事件相关的相对粗粒度的流量特征参数,将这些特征参数看做是随时间变化的信号(以下称为流量特征信号),通过流量特征信号分析获得异常事件的多个告警信息;然后采用Apriori算法进行告警信息关联分析,获得告警信息与异常事件的关联规则。实际网络流量数据的分析表明:使用上述规则能有效地发现骨干通信网异常事件。 展开更多
关键词 骨干通信网络 流量特征参数 关联分析 告警信息 网络异常事件
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基于偏二叉树SVM多分类算法的应用层DDoS检测方法 被引量:5
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作者 张斌 刘自豪 +1 位作者 董书琴 李立勋 《网络与信息安全学报》 2018年第3期24-34,共11页
针对基于流量特征的应用层DDo S检测方法侧重于检测持续型应用层DDo S攻击,而忽略检测上升型与脉冲型应用层DDo S攻击的问题,提出一种综合检测多类型应用层DDo S攻击的方法。首先通过Hash函数及开放定址防碰撞方法,对多周期内不同源IP... 针对基于流量特征的应用层DDo S检测方法侧重于检测持续型应用层DDo S攻击,而忽略检测上升型与脉冲型应用层DDo S攻击的问题,提出一种综合检测多类型应用层DDo S攻击的方法。首先通过Hash函数及开放定址防碰撞方法,对多周期内不同源IP地址建立索引,进而实现HTTP GET数的快速统计功能,以支持对刻画数据规模、流量趋势及源IP地址分布差异所需特征参数的实时计算;然后采用偏二叉树结构组合SVM分类器分层训练特征参数,并结合遍历与反馈学习的方法,提出基于偏二叉树SVM多分类算法的应用层DDo S检测方法,快速区分出非突发正常流量、突发正常流量及多类型App-DDo S流量。实验表明,所提算法通过划分检测类型、逐层训练检测模型,与传统基于SVM、Navie Bayes的检测方法相比,具有更高的检测率与更低的误检率,且能有效区分出具体攻击类型。 展开更多
关键词 应用层DDoS攻击 HTTP GET统计模型 流量特征参数 SVM多分类器
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Variation characteristics of aquifer parameters induced by groundwater source heat pump operation under variable flow 被引量:5
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作者 王松庆 张旭 《Journal of Central South University》 SCIE EI CAS 2011年第4期1272-1277,共6页
The variation characteristics of aquifer parameters,induced by groundwater source heat pump(GWSHP) operation under variable flow,were theoretically analyzed through a case study,in which the characteristics of buildin... The variation characteristics of aquifer parameters,induced by groundwater source heat pump(GWSHP) operation under variable flow,were theoretically analyzed through a case study,in which the characteristics of building air conditioning load were considered.The results,compared with the constant flow operation,indicate that the influence on the variations of porosity,hydraulic conductivity and confined water head is decreased by 48%,51% and 71%,respectively,under variable flow operation.The security of variable flow operation is superior to that of constant flow.It is also concluded that the climate region and function of the buildings are primary factors which affect the suitability of variable flow operation in GWSHP. 展开更多
关键词 groundwater source heat pump variation characteristic aquifer parameter variable flow
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Analysis of the Water Film Behavior and its Breakup on Profile using Experimental and Numerical Methods 被引量:3
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作者 Tomas MUZIK Pavel SAFARIK Antonín TUCEK 《Journal of Thermal Science》 SCIE EI CAS CSCD 2014年第4期325-331,共7页
This paper deals with the description of water film behaviour on the airfoil NACA0012 using experimental and numerical methods. Properties of the water film on the profile and its breakup into droplets behind the prof... This paper deals with the description of water film behaviour on the airfoil NACA0012 using experimental and numerical methods. Properties of the water film on the profile and its breakup into droplets behind the profile are investigated in the aerodynamic tunnel and using CFD methods. The characteristic parameters of the water film, like its thickness and shape for different flow modes are described. Hereafter are described droplets drifted by the air, which water film is broken behind the profile. 展开更多
关键词 NACA0012 profile water film droplets BREAKUP CFD
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Applications and challenges for single-bacteria analysis by flow cytometry 被引量:3
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作者 lina wu shuo wang +2 位作者 yiyi song xu wang xiaomei yan 《Science China Chemistry》 SCIE EI CAS CSCD 2016年第1期30-39,共10页
Flow cytometry(FCM)is a powerful technique for single-bacteria analysis via simultaneous light-scattering and fluorescence measurements.By offering high-throughput,quantitative,and multiparameter analysis at the singl... Flow cytometry(FCM)is a powerful technique for single-bacteria analysis via simultaneous light-scattering and fluorescence measurements.By offering high-throughput,quantitative,and multiparameter analysis at the single-cell level,FCM has gained an increased popularity in microbiological research,food safety monitoring,water quality control,and clinical diagnosis.Here we will review the recent applications of flow cytometry in areas such as(1)total bacterial cell count,(2)bacterial viability analysis,(3)specific bacterial detection and identification,(4)characterization of physiological changes under environmental perturbations,and(5)biological function studies.Nevertheless,despite these widespread applications,challenges still remain for the detection of small sizes of bacteria and biochemical features that cannot be brightly stained via fluorescence.Recent improvement in FCM instrumentation will be discussed,and particularly the development of high sensitivity flow cytometry for advanced analysis of single bacterial cells will be highlighted. 展开更多
关键词 flow cytometry single-bacteria analysis light scattering bacterial count bacterial viability
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