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网络协议流量识别方法研究 被引量:4
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作者 孟博 何旭东 +1 位作者 王德军 刘加兵 《郑州大学学报(理学版)》 CAS 北大核心 2019年第4期68-74,共7页
网络协议流量识别旨在识别流量所属的网络应用或者协议,进而及时发现和处理网络故障和安全漏洞,提高网络服务质量和保障网络空间安全.首先总结4种主要网络协议流量识别方法:基于行为的识别方法、基于负载随机性的识别方法、基于有效负... 网络协议流量识别旨在识别流量所属的网络应用或者协议,进而及时发现和处理网络故障和安全漏洞,提高网络服务质量和保障网络空间安全.首先总结4种主要网络协议流量识别方法:基于行为的识别方法、基于负载随机性的识别方法、基于有效负载的识别方法和基于统计学特征的识别方法;然后分别基于在线加密流量、在线非加密流量、离线加密流量和离线非加密流量4种应用场景,对相关研究成果进行归类总结和讨论;最后总结全文并展望未来网络协议流量识别方法的研究方向. 展开更多
关键词 在线流量 离线流量 加密流量 非加密流量 网络管理 网络安全
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Testing of separating catalyst from resid fluid catalytic cracking slurry by 10 mm hydrocyclones
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作者 ZHOU Ping BAI Zhi-shan ZHANG Yan-hong YANG Qiang MA Ji WANG Hua-lin 《Journal of Energy and Power Engineering》 2007年第1期63-67,共5页
The paper focuses on removing catalyst solids from oil slurry using 10 mm hydrocyclones, and aims to test the feasibility of the solution. An industrial sidetrack tester of residual oil separation by hydrocyclones was... The paper focuses on removing catalyst solids from oil slurry using 10 mm hydrocyclones, and aims to test the feasibility of the solution. An industrial sidetrack tester of residual oil separation by hydrocyclones was set up in 1.8 Mt/a resid fluid catalytic cracking (RFCC) unit, the effect of pressure drop, separation efficiency and inlet flowrate were studied. It was observed that an increase in feed flowrate will decrease the pressure drop ratio, and with an increase in feed flowrate, separation efficiency increases gradually. Under the condition that feed fiowrate was ranging from 250L/h to 270L/h, the separation efficiency was 45.77%-82.80%, the recovery rate of catalyst solid panicles was increased from 10 20% of electrostatic catalyst separator to 50 80%. Thus, it is feasible to separate the slurry by using the miniature hydrocyclones in RFCC unit. 展开更多
关键词 HYDROCYCLONE solid-liquid-separation catalytic cracking CATALYST SEPARATION
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