WO2019137208A1 - Underlying data monitoring method, medium, device and apparatus - Google Patents

Underlying data monitoring method, medium, device and apparatus Download PDF

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Publication number
WO2019137208A1
WO2019137208A1 PCT/CN2018/123664 CN2018123664W WO2019137208A1 WO 2019137208 A1 WO2019137208 A1 WO 2019137208A1 CN 2018123664 W CN2018123664 W CN 2018123664W WO 2019137208 A1 WO2019137208 A1 WO 2019137208A1
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data
connection
transmission parameter
packet transmission
module
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PCT/CN2018/123664
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French (fr)
Chinese (zh)
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王景春
杜贤昌
苗辉
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贵州白山云科技股份有限公司
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    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L43/00Arrangements for monitoring or testing data switching networks
    • H04L43/08Monitoring or testing based on specific metrics, e.g. QoS, energy consumption or environmental parameters
    • H04L43/0852Delays
    • H04L43/0864Round trip delays
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L41/00Arrangements for maintenance, administration or management of data switching networks, e.g. of packet switching networks
    • H04L41/14Network analysis or design
    • H04L41/145Network analysis or design involving simulating, designing, planning or modelling of a network

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  • Embodiments of the present invention relate to, but are not limited to, the field of Internet technologies, and in particular, to an underlying data monitoring method, medium, device, and device.
  • Network traffic indicates the amount of data transmitted on the network. Through the detection and analysis of network traffic, it helps network administrators to provide network rules, network optimization, network monitoring, traffic trend analysis, etc., to provide normal, stable and reliable operation of the network. Guarantee. Moreover, by timely grasping the characteristics of network traffic, it is possible to optimize network bandwidth configuration and solve network performance problems in time.
  • the existing database that supports the S/C mode can connect the server to the client, configure the network traffic rules in the database, change the network traffic detection rules, and detect the need.
  • the network packet is detected, the network traffic is obtained, and the actual demand for detecting the network traffic is realized, and the flexible configuration of the network traffic detection rule is realized.
  • the generation time of the record is lagging; since the log is recorded in a data packet or transmitted according to the size of the file, the recording time will be delayed.
  • the recorded data is inaccurate; since the log is mainly implemented on the application layer, there is no network transmission involved, but the network transmission has delays, jitters, etc., so the recorded data is not accurate enough.
  • the underlying data monitoring methods provided in this article include:
  • the collected data transmission parameter data is analyzed at the application layer.
  • the data packet transmission parameters on the collection connection include: collecting data packet transmission parameters in a preset collection period or collecting data packet transmission parameters in a process of transmitting a preset data amount;
  • the data packet transmission parameter includes at least one of the following parameters: the speed at which the client receives the data, the speed at which the connected server transmits the data, the amount of data received by the client, the amount of data sent by the connected server, and the round trip of the data packet. The amount of data that delays and retransmits data.
  • the data packet transmission parameters on the collection connection include: setting a transmission parameter hook function in the connected data response function, and after receiving the data response message, calling the transmission parameter hook function to obtain the corresponding transmission parameter.
  • the method further includes: recording the client address and/or the target address, obtaining the domain name corresponding to the connection, and recording the client address and the connection after the connection establishment request is established.
  • the access target address corresponds to the corresponding relationship of the domain name, and the data transmission parameter data collected on the connection is sent to the application layer processing module, and the corresponding relationship is sent to the application layer processing module;
  • the analysis of the collected data packet transmission parameter data at the application layer includes: analyzing the collected data packet transmission parameter data according to the correspondence between the client address and the domain name.
  • the method further includes: collecting the connection data, and performing data aggregation on the connection data and the data transmission parameter data.
  • the computer readable storage medium provided by the embodiment of the present invention stores a computer program, and when the program is executed by the processor, the steps of the foregoing method are implemented.
  • a computer device provided by an embodiment of the present invention includes a memory, a processor, and a computer program stored on the memory and executable on the processor, and the processor executes the steps of the foregoing method.
  • the underlying data monitoring apparatus includes: an underlying processing module and an application layer processing module; the bottom layer processing module includes an identification module, an acquisition module, and a sending module; and the application layer processing module includes an analysis module;
  • An identification module configured to identify a connection establishment request initiated by the user end to the edge server
  • the acquiring module is configured to collect data packet transmission parameter data on the connection after the connection established by the connection request is successfully established;
  • a sending module configured to send the data packet transmission parameter data collected on the connection to the application layer processing module
  • the analysis module is configured to analyze the collected data transmission parameter data.
  • the above-mentioned underlying data monitoring device also has the following features:
  • the acquisition module is further configured to collect data transmission parameter data on the connection by using the following method: collecting data packet transmission parameters in a preset collection period or collecting data packet transmission parameters in a process of transmitting a preset data amount;
  • the data packet transmission parameter includes at least one of the following parameters: the speed at which the client receives the data, the speed at which the connected server transmits the data, the amount of data received by the client, the amount of data sent by the connected server, and the round trip of the data packet. The amount of data that delays and retransmits data.
  • the above-mentioned underlying data monitoring device also has the following features:
  • the acquisition module is also used to collect the data packet transmission parameter data on the connection by setting the transmission parameter hook function in the connected data response function, and after receiving the data response message, calling the transmission parameter hook function to obtain the corresponding transmission parameter.
  • the above-mentioned underlying data monitoring device also has the following features:
  • the device further includes a recording module, configured to record the client address and/or the access target address, obtain the domain name corresponding to the connection after the connection established by the connection request is successfully established, and record the client address and/or the target address corresponding to the domain name.
  • a recording module configured to record the client address and/or the access target address, obtain the domain name corresponding to the connection after the connection established by the connection request is successfully established, and record the client address and/or the target address corresponding to the domain name.
  • a sending module configured to send the data transmission parameter data collected on the connection to the application layer processing module, and send the corresponding relationship to the application layer processing module;
  • the analysis module is configured to analyze the collected data transmission parameter data according to the correspondence between the client address and the domain name.
  • the above-mentioned underlying data monitoring device also has the following features:
  • the acquisition module is also used to collect the connection data
  • the apparatus further includes an aggregation module for performing data aggregation on the connection data and the data transmission parameter data.
  • the embodiment of the present invention can perform the data cutting according to the user requirements for the request. And analysis, all analysis and processing at the edge server can effectively improve processing speed, timeliness and timeliness.
  • the principle of distributed computing is used to spread the data processing to all devices that need to collect data, which reduces the computational performance requirements of the central processing server and makes the architecture layout more flexible.
  • FIG. 1 is a flow chart of an underlying data monitoring method in an embodiment
  • FIG. 2 is a structural diagram of an underlying data monitoring apparatus in the embodiment.
  • 1 is a flow chart of an underlying data monitoring method in an embodiment, the method comprising:
  • Step 1 Identify the connection establishment request initiated by the user end to the edge server; after the connection establishment corresponding to the connection establishment request is successfully established, collect the data packet transmission parameter data on the connection; and send the data transmission parameter data collected on the connection to the application.
  • Layer processing module
  • step 2 the collected data transmission parameter data is analyzed at the application layer.
  • the bottom layer of the method is relative to the application layer.
  • step 1 the following steps are performed on the bottom layer: identifying the connection establishment request initiated by the user end to the edge server; after the connection establishment establishing the connection request is successful, collecting the connection
  • the data packet is transmitted by the parameter data.
  • the concept of the underlying layer includes the concept of the kernel, and the step of executing the above steps in the kernel in step 1 is a more preferable method.
  • the data packet transmission parameter on the collection connection in step 1 includes: collecting data packet transmission parameters in a preset collection period (for example, 10 seconds or 1 minute) or collecting and transmitting a preset data amount (for example, 100 KB or 1 MB).
  • the data packet transmission parameter includes at least one of the following parameters: a speed at which the client receives the data, a speed at which the connected server transmits the data, a data amount received by the client, and a data sent by the connected server. The amount of data, the round trip delay of the packet, and the amount of data to retransmit the data.
  • the data packet transmission parameter on the collection connection includes: setting a transmission parameter hook function in the connected data response function, and after receiving the data response message, calling the transmission parameter hook function to obtain the corresponding transmission parameter.
  • the method further includes: after identifying the connection establishment request initiated by the client to the edge server in step 1, recording the client address (client IP address and/or client port address) and/or the access destination address (destination IP address and/or Or the destination port address), after the connection established by the connection request is successfully established, obtain the domain name corresponding to the connection, record the correspondence between the client address and/or the target address corresponding to the domain name, and collect the data packet transmission parameter on the connection.
  • the data is sent to the application layer processing module and the corresponding relationship is sent to the application layer processing module; in step 2, the collected data packet transmission parameter data is analyzed according to the corresponding relationship.
  • the same client address can also be used to confirm when the same connection establishment request is initiated again.
  • the data in a connection request may be separately analyzed, and the data in all the connections initiated by the client address may be analyzed for the client address, or the domain name may be analyzed for the domain name.
  • the data in all connections for accessing the target may be separately analyzed, and the data in all the connections initiated by the client address may be analyzed for the client address, or the domain name may be analyzed for the domain name. The data in all connections for accessing the target.
  • step 1 the information from the receipt of the connection establishment request to the successful connection establishment is also recorded, and the recorded information and the collected data packet transmission parameters are sent to the application layer processing module, so that the application layer processing module is configured to establish the connection process.
  • the information is analyzed separately and the packet transmission parameters are analyzed separately after the connection is established.
  • step 2 all the collected data is stored, which can be stored locally or stored in the cloud.
  • step 2 After step 2, an optional step is further included: after the connection established by the connection request is successfully established, the connection data is collected, and the data is aggregated for the connection data and the data transmission parameter data.
  • Jianlian data includes connection identification and connection time.
  • the display analysis results show that the relevant personnel judge the quality of service according to the analysis result and perform subsequent processing.
  • the apparatus includes: an underlying processing module and an application layer processing module; the bottom processing module includes an identification module, an acquisition module, and a sending module; and the application layer processing module includes an analysis module;
  • An identification module configured to identify a connection establishment request initiated by the user end to the edge server
  • the acquiring module is configured to collect data packet transmission parameter data on the connection after the connection established by the connection request is successfully established;
  • a sending module configured to send the data packet transmission parameter data collected on the connection to the application layer processing module
  • the analysis module is configured to analyze the collected data transmission parameter data.
  • the collection module is further configured to collect data packet transmission parameter data on the connection by collecting data packet transmission parameters in a preset collection period or collecting data packet transmission parameters in a process of transmitting the preset data volume.
  • the data packet transmission parameter includes at least one of the following parameters: a speed at which the client receives the data, a speed at which the connected server transmits the data, an amount of data received by the client, and a data amount of the connected server transmitting the data. , data packet round-trip delay, data volume of retransmitted data.
  • the acquisition module is further configured to collect data packet transmission parameter data on the connection by: setting a transmission parameter hook function in the connected data response function, and calling the transmission parameter hook function after receiving the data response message Get the corresponding transmission parameters.
  • the device further includes a recording module for recording the client address and/or the access target address, and obtaining the domain name corresponding to the connection after the connection corresponding to the establishment of the connection request is successfully established, and recording the client address and/or the access target address corresponding to the domain name.
  • the sending module is configured to send the data transmission parameter data collected on the connection to the application layer processing module, and send the correspondence to the application layer processing module.
  • the analysis module is configured to analyze the collected data transmission parameter data according to the correspondence between the client address and the domain name.
  • the acquisition module of the device is further configured to collect connection data; the device further includes an aggregation module, configured to perform data aggregation on the connection data and the data transmission parameter data, thereby reducing the amount of final storage data.
  • the embodiment of the present invention can perform the data cutting according to the user requirements for the request. And analysis, all analysis and processing at the edge server can effectively improve processing speed, timeliness and timeliness.
  • the principle of distributed computing is used to spread the data processing to all devices that need to collect data, which reduces the computational performance requirements of the central processing server and makes the architecture layout more flexible.
  • computer storage medium includes volatile and nonvolatile, implemented in any method or technology for storing information, such as computer readable instructions, data structures, program modules or other data. Sex, removable and non-removable media.
  • Computer storage media includes, but is not limited to, RAM, ROM, EEPROM, flash memory or other memory technology, CD-ROM, digital versatile disc (DVD) or other optical disc storage, magnetic cartridge, magnetic tape, magnetic disk storage or other magnetic storage device, or may Any other medium used to store the desired information and that can be accessed by the computer.
  • communication media typically includes computer readable instructions, data structures, program modules, or other data in a modulated data signal, such as a carrier wave or other transport mechanism, and can include any information delivery media. .

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Abstract

Disclosed are an underlying data monitoring method, a medium, a device and an apparatus. The method comprises: identifying a connection establishment request initiated by a user terminal to an edge server; after a connection corresponding to the connection establishment request is established successfully, collecting data packet transmission parameter data on the connection; sending the collected data packet transmission parameter data on the connection to a processing module of an application layer; and analyzing the collected data packet transmission parameter data on the application layer. According to the disclosure, a request can be divided according to user's requirements so as to perform data collection and analysis, and entire analysis processing is carried out on an edge server, so that the processing rate, timeliness and promptness can be effectively improved. In the disclosure, a distributed computation principle is used, and data processing is distributed to all devices that require data collection, so that the requirements for the computation performance of a central processing server are reduced, and thus the architecture layout is more flexible.

Description

一种底层数据监控方法、介质、设备及装置Underlying data monitoring method, medium, device and device
本申请要求在2018年1月11日提交中国专利局、申请号为201810026584.8、发明名称为“一种底层数据监控方法、介质、设备及装置”的中国专利申请的优先权,其全部内容通过引用结合在本申请中。The present application claims priority to Chinese Patent Application No. 201810026584.8, filed on Jan. 11, 2018, the entire disclosure of which is incorporated herein by reference. Combined in this application.
技术领域Technical field
本发明实施例涉及但不限于涉及互联网技术领域,尤其涉及一种底层数据监控方法、介质、设备及装置。Embodiments of the present invention relate to, but are not limited to, the field of Internet technologies, and in particular, to an underlying data monitoring method, medium, device, and device.
背景技术Background technique
随着网络的应用越来越广泛,规模也随之增长,网络中承载的业务内容也越来越丰富。为了给网络用户提供更好的网络服务,优化网络性能,对各种网络参数的检测和配置也日渐受到重视,以对网络流量的监控最为典型。网络流量表示网络上传输的数据量,通过对网络流量的检测和分析,有助于网络管理者进行网络规则、网络优化、网络监控、流量趋势分析等,为网络的正常、稳定、可靠运行提供保障。并且,通过及时掌握网络流量的特征,能够实现优化网络带宽配置及时解决网络性能问题。As the application of the network becomes more and more extensive, the scale also increases, and the business content carried in the network is also more and more abundant. In order to provide better network services for network users and optimize network performance, the detection and configuration of various network parameters are also increasingly valued, with the most typical monitoring of network traffic. Network traffic indicates the amount of data transmitted on the network. Through the detection and analysis of network traffic, it helps network administrators to provide network rules, network optimization, network monitoring, traffic trend analysis, etc., to provide normal, stable and reliable operation of the network. Guarantee. Moreover, by timely grasping the characteristics of network traffic, it is possible to optimize network bandwidth configuration and solve network performance problems in time.
目前,在内容分发网络上,现有的检测支持S/C模式的数据库能够将服务器端与客户端衔接,对数据库中的网络流量规则的进行所需的配置,改变网络流量检测规则,检测需要检测的网络数据包,获得网络流量,对网络流量进行检测的实际需求的问题,实现了网络流量检测规则的灵活配置。At present, on the content distribution network, the existing database that supports the S/C mode can connect the server to the client, configure the network traffic rules in the database, change the network traffic detection rules, and detect the need. The network packet is detected, the network traffic is obtained, and the actual demand for detecting the network traffic is realized, and the flexible configuration of the network traffic detection rule is realized.
现有客户服务监控大部分基于用户访问日志生成,而通过网络日志进行监控存在以下几个缺点:Most of the existing customer service monitoring is based on user access log generation, and monitoring through network logs has the following disadvantages:
1.记录的生成时间滞后;由于日志的记录方式的是一个数据包或者按文件的大小进行传输的,所以记录时间会滞后。1. The generation time of the record is lagging; since the log is recorded in a data packet or transmitted according to the size of the file, the recording time will be delayed.
2.记录数据不准确;由于日志主要是在应用层上进行实现的,没有涉及到网络的传输,但是网络传输会有延迟、抖动等没有记录,所以该记录的数据不够准确。2. The recorded data is inaccurate; since the log is mainly implemented on the application layer, there is no network transmission involved, but the network transmission has delays, jitters, etc., so the recorded data is not accurate enough.
3.通过日志进行监控没有办法针对单个请求进行记录;现有技术中使用的方法是针对一个请求进行一次记录,而无法细化一个请求对应多个记录进行统计。3. Monitoring through the log There is no way to record for a single request; the method used in the prior art is to perform one record for one request, and it is not possible to refine a request corresponding to multiple records for statistics.
发明内容Summary of the invention
以下是对本文详细描述的主题的概述。本概述并非是为了限制权利要求的保护范围。The following is an overview of the topics detailed in this document. This Summary is not intended to limit the scope of the claims.
本文提供的底层数据监控方法,包括:The underlying data monitoring methods provided in this article include:
识别用户端向边缘服务器发起的建立连接请求;在建立连接请求对应的连接建立成功后,采集连接上的数据包传输参数数据;将采集到连接上的数据包传输参数数据发送至应用层处理模块;Identifying a connection establishment request initiated by the user end to the edge server; after the connection establishment establishing the connection request is successful, collecting the data packet transmission parameter data on the connection; and transmitting the data packet transmission parameter data collected on the connection to the application layer processing module ;
在应用层对采集到的数据包传输参数数据进行分析。The collected data transmission parameter data is analyzed at the application layer.
上述底层数据监控方法还具有以下特点:The above underlying data monitoring method also has the following characteristics:
采集连接上的数据包传输参数包括:采集预设采集周期内的数据包传输参数或者采集传输预设数据量过程中的数据包传输参数;The data packet transmission parameters on the collection connection include: collecting data packet transmission parameters in a preset collection period or collecting data packet transmission parameters in a process of transmitting a preset data amount;
数据包传输参数包括以下参数中的至少一种:用户端接收数据的速度、连接的服务端发送数据的速度、用户端接收数据的数据量、连接的服务端发送数据的数据量、数据包往返延时、重传数据的数据量。The data packet transmission parameter includes at least one of the following parameters: the speed at which the client receives the data, the speed at which the connected server transmits the data, the amount of data received by the client, the amount of data sent by the connected server, and the round trip of the data packet. The amount of data that delays and retransmits data.
上述底层数据监控方法还具有以下特点:The above underlying data monitoring method also has the following characteristics:
采集连接上的数据包传输参数包括:在连接的数据响应函数中设置传输参数钩子函数,在接收到数据响应消息后,调用传输参数钩子函数获取相应传输参数。The data packet transmission parameters on the collection connection include: setting a transmission parameter hook function in the connected data response function, and after receiving the data response message, calling the transmission parameter hook function to obtain the corresponding transmission parameter.
上述底层数据监控方法还具有以下特点:The above underlying data monitoring method also has the following characteristics:
识别用户端向边缘服务器发起的建立连接请求后,方法还包括:记录客户端地址和/或访问目标地址,在建立连接请求对应的连接建立成功后获取此连接对应的域名,记录客户端地址和/或访问目标地址对应于域名的对应关系,将采集到连接上的数据包传输参数数据发送至应用层处理模块的同时将对应关系发送至应用层处理模块;After the method for establishing a connection initiated by the client to the edge server, the method further includes: recording the client address and/or the target address, obtaining the domain name corresponding to the connection, and recording the client address and the connection after the connection establishment request is established. And the access target address corresponds to the corresponding relationship of the domain name, and the data transmission parameter data collected on the connection is sent to the application layer processing module, and the corresponding relationship is sent to the application layer processing module;
在应用层对采集到的数据包传输参数数据进行分析包括:根据客户端地址和域名的对应关系对采集到的数据包传输参数数据进行分析。The analysis of the collected data packet transmission parameter data at the application layer includes: analyzing the collected data packet transmission parameter data according to the correspondence between the client address and the domain name.
上述底层数据监控方法还具有以下特点:The above underlying data monitoring method also has the following characteristics:
在建立连接请求对应的连接建立成功后,方法还包括:采集建连数据,对建连数据和数据包传输参数数据进行数据聚合。After the connection established by the connection request is successfully established, the method further includes: collecting the connection data, and performing data aggregation on the connection data and the data transmission parameter data.
本发明实施例提供的计算机可读存储介质上存储有计算机程序,程序被处理器执行时实现上述方法的步骤。The computer readable storage medium provided by the embodiment of the present invention stores a computer program, and when the program is executed by the processor, the steps of the foregoing method are implemented.
本发明实施例提供的种计算机设备,包括存储器、处理器及存储在存储器上并可在处理器上运行的计算机程序,处理器执行上述方法的步骤。A computer device provided by an embodiment of the present invention includes a memory, a processor, and a computer program stored on the memory and executable on the processor, and the processor executes the steps of the foregoing method.
本发明实施例提供的底层数据监控装置,包括:底层处理模块和应用层处理模块;底层处理模块包括识别模块、采集模块和发送模块;应用层处理模块包括分析模块;The underlying data monitoring apparatus provided by the embodiment of the present invention includes: an underlying processing module and an application layer processing module; the bottom layer processing module includes an identification module, an acquisition module, and a sending module; and the application layer processing module includes an analysis module;
识别模块,用于识别用户端向边缘服务器发起的建立连接请求;An identification module, configured to identify a connection establishment request initiated by the user end to the edge server;
采集模块,用于在建立连接请求对应的连接建立成功后,采集连接上的数据包传输参数数据;The acquiring module is configured to collect data packet transmission parameter data on the connection after the connection established by the connection request is successfully established;
发送模块,用于将采集到连接上的数据包传输参数数据发送至应用层处理模块;a sending module, configured to send the data packet transmission parameter data collected on the connection to the application layer processing module;
分析模块,用于对采集到的数据包传输参数数据进行分析。The analysis module is configured to analyze the collected data transmission parameter data.
上述底层数据监控装置还具有以下特点:The above-mentioned underlying data monitoring device also has the following features:
采集模块,还用于使用以下方法采集连接上的数据包传输参数数据:采集预设采集周期内的数据包传输参数或者采集传输预设数据量过程中的数据包传输参数;The acquisition module is further configured to collect data transmission parameter data on the connection by using the following method: collecting data packet transmission parameters in a preset collection period or collecting data packet transmission parameters in a process of transmitting a preset data amount;
数据包传输参数包括以下参数中的至少一种:用户端接收数据的速度、连接的服务端发送数据的速度、用户端接收数据的数据量、连接的服务端发送数据的数据量、数据包往返延时、重传数据的数据量。The data packet transmission parameter includes at least one of the following parameters: the speed at which the client receives the data, the speed at which the connected server transmits the data, the amount of data received by the client, the amount of data sent by the connected server, and the round trip of the data packet. The amount of data that delays and retransmits data.
上述底层数据监控装置还具有以下特点:The above-mentioned underlying data monitoring device also has the following features:
采集模块,还用于使用以下方法采集连接上的数据包传输参数数据:在连接的数据响应函数中设置传输参数钩子函数,在接收到数据响应消息后,调用传 输参数钩子函数获取相应传输参数。The acquisition module is also used to collect the data packet transmission parameter data on the connection by setting the transmission parameter hook function in the connected data response function, and after receiving the data response message, calling the transmission parameter hook function to obtain the corresponding transmission parameter.
上述底层数据监控装置还具有以下特点:The above-mentioned underlying data monitoring device also has the following features:
装置还包括记录模块,用于记录客户端地址和/或访问目标地址,在建立连接请求对应的连接建立成功后获取此连接对应的域名,记录客户端地址和/或访问目标地址对应于域名的对应关系;The device further includes a recording module, configured to record the client address and/or the access target address, obtain the domain name corresponding to the connection after the connection established by the connection request is successfully established, and record the client address and/or the target address corresponding to the domain name. Correspondence relationship
发送模块,用于将采集到连接上的数据包传输参数数据发送至应用层处理模块的同时将对应关系发送至应用层处理模块;a sending module, configured to send the data transmission parameter data collected on the connection to the application layer processing module, and send the corresponding relationship to the application layer processing module;
分析模块,用于根据客户端地址和域名的对应关系对采集到的数据包传输参数数据进行分析。The analysis module is configured to analyze the collected data transmission parameter data according to the correspondence between the client address and the domain name.
上述底层数据监控装置还具有以下特点:The above-mentioned underlying data monitoring device also has the following features:
采集模块,还用于采集建连数据;The acquisition module is also used to collect the connection data;
装置还包括聚合模块,用于对建连数据和数据包传输参数数据进行数据聚合。The apparatus further includes an aggregation module for performing data aggregation on the connection data and the data transmission parameter data.
本发明实施例的优点包括:Advantages of embodiments of the invention include:
一,针对现有技术中所有数据需要等待用户请求完毕并写入日志并且日志被收集到中心数据处理服务器后才能进行分析的缺点,本发明实施例可根据用户需求针对请求进行切割,进行数据采集与分析,在边缘服务器进行全部分析处理,可有效提高处理速度、时效性和及时性。For the shortcomings of the prior art, all the data needs to wait for the user to complete the request and write the log and the log is collected to the central data processing server for analysis. The embodiment of the present invention can perform the data cutting according to the user requirements for the request. And analysis, all analysis and processing at the edge server can effectively improve processing speed, timeliness and timeliness.
二,利用分布式计算的原理,将数据处理分散至所有需采集数据的设备上,减少了对中心处理服务器的计算性能需求,使架构布局更灵活。Second, the principle of distributed computing is used to spread the data processing to all devices that need to collect data, which reduces the computational performance requirements of the central processing server and makes the architecture layout more flexible.
附图说明DRAWINGS
此处所说明的附图用来提供对本发明实施例的进一步理解,构成本申请的一部分,本发明实施例的示意性实施例及其说明用于解释本发明实施例,并不构成对本发明实施例的不当限定。在附图中:The accompanying drawings are intended to provide a further understanding of the embodiments of the embodiments of the invention Improper limitations. In the drawing:
图1是实施例中底层数据监控方法的流程图;1 is a flow chart of an underlying data monitoring method in an embodiment;
图2是实施例中底层数据监控装置的结构图。2 is a structural diagram of an underlying data monitoring apparatus in the embodiment.
具体实施方式Detailed ways
现结合附图和具体实施方式对本发明实施例进一步说明。The embodiments of the present invention will be further described with reference to the drawings and specific embodiments.
图1是实施例中底层数据监控方法的流程图,此方法包括:1 is a flow chart of an underlying data monitoring method in an embodiment, the method comprising:
步骤1,识别用户端向边缘服务器发起的建立连接请求;在建立连接请求对应的连接建立成功后,采集连接上的数据包传输参数数据;将采集到连接上的数据包传输参数数据发送至应用层处理模块;Step 1: Identify the connection establishment request initiated by the user end to the edge server; after the connection establishment corresponding to the connection establishment request is successfully established, collect the data packet transmission parameter data on the connection; and send the data transmission parameter data collected on the connection to the application. Layer processing module;
步骤2,在应用层对采集到的数据包传输参数数据进行分析。In step 2, the collected data transmission parameter data is analyzed at the application layer.
本方法中的底层是相对于应用层而言的,步骤1中在底层执行下述步骤:识别用户端向边缘服务器发起的建立连接请求;在建立连接请求对应的连接建立成功后,采集连接上的数据包传输参数数据。此底层的概念中包括内核的概念,步骤1中在内核执行上述步骤为较优选的方式。The bottom layer of the method is relative to the application layer. In step 1, the following steps are performed on the bottom layer: identifying the connection establishment request initiated by the user end to the edge server; after the connection establishment establishing the connection request is successful, collecting the connection The data packet is transmitted by the parameter data. The concept of the underlying layer includes the concept of the kernel, and the step of executing the above steps in the kernel in step 1 is a more preferable method.
其中,步骤1中采集连接上的数据包传输参数包括:采集预设采集周期(例如10秒或1分钟)内的数据包传输参数或者采集传输预设数据量(例如100KB或1MB)过程中的数据包传输参数,数据包传输参数包括以下参数中的至少一种:用户端接收数据的速度、连接的服务端发送数据的速度、用户端接收数据的数据量、连接的服务端发送数据的数据量、数据包往返延时、重传数据的数据量。The data packet transmission parameter on the collection connection in step 1 includes: collecting data packet transmission parameters in a preset collection period (for example, 10 seconds or 1 minute) or collecting and transmitting a preset data amount (for example, 100 KB or 1 MB). The data packet transmission parameter includes at least one of the following parameters: a speed at which the client receives the data, a speed at which the connected server transmits the data, a data amount received by the client, and a data sent by the connected server. The amount of data, the round trip delay of the packet, and the amount of data to retransmit the data.
具体的,采集连接上的数据包传输参数包括:在连接的数据响应函数中设置传输参数钩子函数,在接收到数据响应消息后,调用传输参数钩子函数获取相应传输参数。Specifically, the data packet transmission parameter on the collection connection includes: setting a transmission parameter hook function in the connected data response function, and after receiving the data response message, calling the transmission parameter hook function to obtain the corresponding transmission parameter.
此方法还包括:步骤1中识别用户端向边缘服务器发起的建立连接请求后,记录客户端地址(客户端IP地址和/或客户端端口地址)和/或访问目标地址(目的IP地址和/或目的端口地址),在建立连接请求对应的连接建立成功后获取此连接对应的域名,记录客户端地址和/或访问目标地址对应于域名的对应关系,将采集到连接上的数据包传输参数数据发送至应用层处理模块的同时将对应关系发送至应用层处理模块;步骤2根据对应关系对采集到的数据包传输参数数据进行分析。此方法中,记录客户端地址、访问目标地址和域名后,还可以用于相同客户端地址再次发起相同的建立连接请求时进行确认。The method further includes: after identifying the connection establishment request initiated by the client to the edge server in step 1, recording the client address (client IP address and/or client port address) and/or the access destination address (destination IP address and/or Or the destination port address), after the connection established by the connection request is successfully established, obtain the domain name corresponding to the connection, record the correspondence between the client address and/or the target address corresponding to the domain name, and collect the data packet transmission parameter on the connection. The data is sent to the application layer processing module and the corresponding relationship is sent to the application layer processing module; in step 2, the collected data packet transmission parameter data is analyzed according to the corresponding relationship. In this method, after the client address, the access destination address, and the domain name are recorded, the same client address can also be used to confirm when the same connection establishment request is initiated again.
对采集到的数据包传输参数数据进行分析时,可以单独分析某一连接请求中的数据,可以针对客户端地址分析此客户端地址发起的所有连接中的数据,也 可以针对域名分析以此域名为访问目标的所有连接中的数据。When analyzing the collected data transmission parameter data, the data in a connection request may be separately analyzed, and the data in all the connections initiated by the client address may be analyzed for the client address, or the domain name may be analyzed for the domain name. The data in all connections for accessing the target.
步骤1中向应用层处理模块发送数据时可以采用netlink软件实现。When sending data to the application layer processing module in step 1, it can be implemented by using netlink software.
步骤1中还记录从收到建立连接请求到连接建立成功之间的信息,将记录的此信息和采集到的数据包传输参数发送至应用层处理模块,便于应用层处理模块针对建立连接过程的信息进行单独分析,并且对建立连接成功后数据包传输参数进行单独分析。In step 1, the information from the receipt of the connection establishment request to the successful connection establishment is also recorded, and the recorded information and the collected data packet transmission parameters are sent to the application layer processing module, so that the application layer processing module is configured to establish the connection process. The information is analyzed separately and the packet transmission parameters are analyzed separately after the connection is established.
步骤2中还存储采集到的所有数据,可以存储在本地或存储在云端。In step 2, all the collected data is stored, which can be stored locally or stored in the cloud.
在步骤2后还包括一可选步骤:在建立连接请求对应的连接建立成功后,采集建连数据,对建连数据和数据包传输参数数据进行数据聚合。建连数据包括连接标识和建连耗时。After step 2, an optional step is further included: after the connection established by the connection request is successfully established, the connection data is collected, and the data is aggregated for the connection data and the data transmission parameter data. Jianlian data includes connection identification and connection time.
本方法中,分析完成后,显示分析结果显示,相关人员根据分析结果判断服务质量情况,进行后续处理。In the method, after the analysis is completed, the display analysis results show that the relevant personnel judge the quality of service according to the analysis result and perform subsequent processing.
图2是实施例中底层数据监控装置的结构图,此装置包括:底层处理模块和应用层处理模块;底层处理模块包括识别模块、采集模块和发送模块;应用层处理模块包括分析模块;2 is a structural diagram of an underlying data monitoring apparatus in an embodiment, the apparatus includes: an underlying processing module and an application layer processing module; the bottom processing module includes an identification module, an acquisition module, and a sending module; and the application layer processing module includes an analysis module;
识别模块,用于识别用户端向边缘服务器发起的建立连接请求;An identification module, configured to identify a connection establishment request initiated by the user end to the edge server;
采集模块,用于在建立连接请求对应的连接建立成功后,采集连接上的数据包传输参数数据;The acquiring module is configured to collect data packet transmission parameter data on the connection after the connection established by the connection request is successfully established;
发送模块,用于将采集到连接上的数据包传输参数数据发送至应用层处理模块;a sending module, configured to send the data packet transmission parameter data collected on the connection to the application layer processing module;
分析模块,用于对采集到的数据包传输参数数据进行分析。The analysis module is configured to analyze the collected data transmission parameter data.
其中,among them,
采集模块还用于使用以下方法采集所述连接上的数据包传输参数数据:采集预设采集周期内的数据包传输参数或者采集传输预设数据量过程中的数据包传输参数。数据包传输参数包括以下参数中的至少一种:用户端接收数据的速度、所述连接的服务端发送数据的速度、用户端接收数据的数据量、所述连接的服务端发送数据的数据量、数据包往返延时、重传数据的数据量。The collection module is further configured to collect data packet transmission parameter data on the connection by collecting data packet transmission parameters in a preset collection period or collecting data packet transmission parameters in a process of transmitting the preset data volume. The data packet transmission parameter includes at least one of the following parameters: a speed at which the client receives the data, a speed at which the connected server transmits the data, an amount of data received by the client, and a data amount of the connected server transmitting the data. , data packet round-trip delay, data volume of retransmitted data.
采集模块还用于使用以下方法采集所述连接上的数据包传输参数数据:在所 述连接的数据响应函数中设置传输参数钩子函数,在接收到数据响应消息后,调用所述传输参数钩子函数获取相应传输参数。The acquisition module is further configured to collect data packet transmission parameter data on the connection by: setting a transmission parameter hook function in the connected data response function, and calling the transmission parameter hook function after receiving the data response message Get the corresponding transmission parameters.
本装置还包括记录模块用于记录客户端地址和/或访问目标地址,在建立连接请求对应的连接建立成功后获取此连接对应的域名,记录客户端地址和/或访问目标地址对应于域名的对应关系。发送模块用于将采集到所述连接上的数据包传输参数数据发送至应用层处理模块的同时将对应关系发送至应用层处理模块。分析模块用于根据客户端地址和域名的对应关系对采集到的数据包传输参数数据进行分析。The device further includes a recording module for recording the client address and/or the access target address, and obtaining the domain name corresponding to the connection after the connection corresponding to the establishment of the connection request is successfully established, and recording the client address and/or the access target address corresponding to the domain name. Correspondence relationship. The sending module is configured to send the data transmission parameter data collected on the connection to the application layer processing module, and send the correspondence to the application layer processing module. The analysis module is configured to analyze the collected data transmission parameter data according to the correspondence between the client address and the domain name.
此装置中采集模块还用于采集建连数据;此装置还包括聚合模块,用于对建连数据和数据包传输参数数据进行数据聚合,可以减少最终存储数据量。The acquisition module of the device is further configured to collect connection data; the device further includes an aggregation module, configured to perform data aggregation on the connection data and the data transmission parameter data, thereby reducing the amount of final storage data.
本发明实施例的优点包括:Advantages of embodiments of the invention include:
一,针对现有技术中所有数据需要等待用户请求完毕并写入日志并且日志被收集到中心数据处理服务器后才能进行分析的缺点,本发明实施例可根据用户需求针对请求进行切割,进行数据采集与分析,在边缘服务器进行全部分析处理,可有效提高处理速度、时效性和及时性。For the shortcomings of the prior art, all the data needs to wait for the user to complete the request and write the log and the log is collected to the central data processing server for analysis. The embodiment of the present invention can perform the data cutting according to the user requirements for the request. And analysis, all analysis and processing at the edge server can effectively improve processing speed, timeliness and timeliness.
二,利用分布式计算的原理,将数据处理分散至所有需采集数据的设备上,减少了对中心处理服务器的计算性能需求,使架构布局更灵活。Second, the principle of distributed computing is used to spread the data processing to all devices that need to collect data, which reduces the computational performance requirements of the central processing server and makes the architecture layout more flexible.
本领域的普通技术人员应当理解,可以对本发明实施例的技术方案进行修改或者等同替换,而不脱离本发明技术方案的精神和范围,均应涵盖在权利要求范围当中。A person skilled in the art should understand that the technical solutions of the embodiments of the present invention may be modified or equivalent, without departing from the spirit and scope of the present invention, and should be included in the scope of the claims.
本领域普通技术人员可以理解,上文中所公开方法中的全部或某些步骤、系统、装置中的功能模块/单元可以被实施为软件、固件、硬件及其适当的组合。在硬件实施方式中,在以上描述中提及的功能模块/单元之间的划分不一定对应于物理组件的划分;例如,一个物理组件可以具有多个功能,或者一个功能或步骤可以由若干物理组件合作执行。某些组件或所有组件可以被实施为由处理器,如数字信号处理器或微处理器执行的软件,或者被实施为硬件,或者被实施为集成电路,如专用集成电路。这样的软件可以分布在计算机可读介质上,计算机可读介质可以包括计算机存储介质(或非暂时性介质)和通信介质(或暂时性介质)。如本领域普通技术人员公知的,术语计算机存储介质包括在用于存储信息(诸如计算机可读指令、数据结构、程序模块或其他数据)的任何 方法或技术中实施的易失性和非易失性、可移除和不可移除介质。计算机存储介质包括但不限于RAM、ROM、EEPROM、闪存或其他存储器技术、CD-ROM、数字多功能盘(DVD)或其他光盘存储、磁盒、磁带、磁盘存储或其他磁存储装置、或者可以用于存储期望的信息并且可以被计算机访问的任何其他的介质。此外,本领域普通技术人员公知的是,通信介质通常包含计算机可读指令、数据结构、程序模块或者诸如载波或其他传输机制之类的调制数据信号中的其他数据,并且可包括任何信息递送介质。Those of ordinary skill in the art will appreciate that all or some of the steps, systems, and functional blocks/units of the methods disclosed above may be implemented as software, firmware, hardware, and suitable combinations thereof. In a hardware implementation, the division between functional modules/units mentioned in the above description does not necessarily correspond to the division of physical components; for example, one physical component may have multiple functions, or one function or step may be composed of several physical The components work together. Some or all of the components may be implemented as software executed by a processor, such as a digital signal processor or microprocessor, or as hardware, or as an integrated circuit, such as an application specific integrated circuit. Such software may be distributed on a computer readable medium, which may include computer storage media (or non-transitory media) and communication media (or transitory media). As is well known to those of ordinary skill in the art, the term computer storage medium includes volatile and nonvolatile, implemented in any method or technology for storing information, such as computer readable instructions, data structures, program modules or other data. Sex, removable and non-removable media. Computer storage media includes, but is not limited to, RAM, ROM, EEPROM, flash memory or other memory technology, CD-ROM, digital versatile disc (DVD) or other optical disc storage, magnetic cartridge, magnetic tape, magnetic disk storage or other magnetic storage device, or may Any other medium used to store the desired information and that can be accessed by the computer. Moreover, it is well known to those skilled in the art that communication media typically includes computer readable instructions, data structures, program modules, or other data in a modulated data signal, such as a carrier wave or other transport mechanism, and can include any information delivery media. .
工业实用性Industrial applicability
本文中针对现有技术中所有数据需要等待用户请求完毕并写入日志并且日志被收集到中心数据处理服务器后才能进行分析的缺点,可根据用户需求针对请求进行切割,进行数据采集与分析,在边缘服务器进行全部分析处理,可有效提高处理速度、时效性和及时性;并且利用分布式计算的原理,将数据处理分散至所有需采集数据的设备上,减少了对中心处理服务器的计算性能需求,使架构布局更灵活。In this paper, all the data in the prior art needs to wait for the user to complete the request and write the log and the log is collected to the central data processing server for analysis. The data can be cut and analyzed according to the user's requirements. The edge server performs all analysis and processing, which can effectively improve the processing speed, timeliness and timeliness; and utilizes the principle of distributed computing to spread the data processing to all devices that need to collect data, reducing the computational performance requirements for the central processing server. To make the architecture layout more flexible.

Claims (12)

  1. 一种底层数据监控方法,包括:An underlying data monitoring method, including:
    识别用户端向边缘服务器发起的建立连接请求;在所述建立连接请求对应的连接建立成功后,采集所述连接上的数据包传输参数数据;将采集到所述连接上的数据包传输参数数据发送至应用层处理模块;Identifying a connection establishment request initiated by the user end to the edge server; after the connection establishment corresponding to the establishment connection request is successful, collecting data packet transmission parameter data on the connection; collecting data packet transmission parameter data on the connection Send to the application layer processing module;
    在应用层对所述采集到的数据包传输参数数据进行分析。The collected data packet transmission parameter data is analyzed at the application layer.
  2. 如权利要求1所述的底层数据监控方法,其中,The underlying data monitoring method according to claim 1, wherein
    所述采集所述连接上的数据包传输参数包括:采集预设采集周期内的数据包传输参数或者采集传输预设数据量过程中的数据包传输参数;The collecting the data packet transmission parameter on the connection includes: collecting a data packet transmission parameter in a preset collection period or collecting a data packet transmission parameter in a process of transmitting the preset data volume;
    所述数据包传输参数包括以下参数中的至少一种:用户端接收数据的速度、所述连接的服务端发送数据的速度、用户端接收数据的数据量、所述连接的服务端发送数据的数据量、数据包往返延时、重传数据的数据量。The data packet transmission parameter includes at least one of the following parameters: a speed at which the client receives the data, a speed at which the connected server transmits the data, a data amount at which the client receives the data, and the connected server sends the data. The amount of data, the round trip delay of the packet, and the amount of data to retransmit the data.
  3. 如权利要求1所述的底层数据监控方法,其中,The underlying data monitoring method according to claim 1, wherein
    所述采集所述连接上的数据包传输参数包括:在所述连接的数据响应函数中设置传输参数钩子函数,在接收到数据响应消息后,调用所述传输参数钩子函数获取相应传输参数。The collecting the data packet transmission parameter on the connection comprises: setting a transmission parameter hook function in the connected data response function, and after receiving the data response message, calling the transmission parameter hook function to obtain a corresponding transmission parameter.
  4. 如权利要求1所述的底层数据监控方法,其中,The underlying data monitoring method according to claim 1, wherein
    所述识别用户端向边缘服务器发起的建立连接请求后,所述方法还包括:记录客户端地址和/或访问目标地址,在所述建立连接请求对应的连接建立成功后获取此连接对应的域名,记录客户端地址和/或访问目标地址对应于域名的对应关系,将采集到所述连接上的数据包传输参数数据发送至应用层处理模块的同时将所述对应关系发送至应用层处理模块;After the method of establishing a connection initiated by the user to the edge server, the method further includes: recording a client address and/or a target address, and obtaining a domain name corresponding to the connection after the connection establishment of the connection request is successful. Recording a correspondence between the client address and/or the access target address corresponding to the domain name, and transmitting the data packet transmission parameter data collected on the connection to the application layer processing module, and sending the corresponding relationship to the application layer processing module ;
    所述在应用层对所述采集到的数据包传输参数数据进行分析包括:根据客户端地址和所述域名的对应关系对所述采集到的数据包传输参数数据进行分析。The analyzing, by the application layer, the collected data packet transmission parameter data comprises: analyzing the collected data packet transmission parameter data according to a correspondence between a client address and the domain name.
  5. 如权利要求1所述的底层数据监控方法,其中,The underlying data monitoring method according to claim 1, wherein
    在所述建立连接请求对应的连接建立成功后,所述方法还包括:采集建连数据,对所述建连数据和所述数据包传输参数数据进行数据聚合。After the connection establishment of the connection establishment request is successful, the method further includes: collecting connection data, and performing data aggregation on the connection data and the data transmission parameter data.
  6. 一种计算机可读存储介质,所述存储介质上存储有计算机程序,所述 程序被处理器执行时实现权利要求1至5中任意一项所述方法的步骤。A computer readable storage medium having stored thereon a computer program, the program being executed by a processor to perform the steps of the method of any one of claims 1 to 5.
  7. 一种计算机设备,包括存储器、处理器及存储在所述存储器上并可在所述处理器上运行的计算机程序,所述处理器执行所述程序时实现权利要求1至5中任意一项所述方法的步骤。A computer device comprising a memory, a processor, and a computer program stored on the memory and operable on the processor, the processor executing the program to implement any one of claims 1 to 5 The steps of the method.
  8. 一种底层数据监控装置,包括:底层处理模块和应用层处理模块;所述底层处理模块包括识别模块、采集模块和发送模块;应用层处理模块包括分析模块;An underlying data monitoring device includes: an underlying processing module and an application layer processing module; the bottom processing module includes an identification module, an acquisition module, and a sending module; and the application layer processing module includes an analysis module;
    所述识别模块,用于识别用户端向边缘服务器发起的建立连接请求;The identification module is configured to identify a connection establishment request initiated by the user end to the edge server;
    所述采集模块,用于在所述建立连接请求对应的连接建立成功后,采集所述连接上的数据包传输参数数据;The collecting module is configured to collect data packet transmission parameter data on the connection after the connection establishment of the connection establishment request is successful;
    所述发送模块,用于将采集到所述连接上的数据包传输参数数据发送至应用层处理模块;The sending module is configured to send data packet transmission parameter data collected on the connection to an application layer processing module;
    所述分析模块,用于对所述采集到的数据包传输参数数据进行分析。The analyzing module is configured to analyze the collected data packet transmission parameter data.
  9. 如权利要求8所述的底层数据监控装置,其中,The underlying data monitoring device according to claim 8, wherein
    所述采集模块,还用于使用以下方法采集所述连接上的数据包传输参数数据:采集预设采集周期内的数据包传输参数或者采集传输预设数据量过程中的数据包传输参数;The collecting module is further configured to collect data packet transmission parameter data on the connection by using the following method: collecting a data packet transmission parameter in a preset collection period or collecting a data packet transmission parameter in a process of transmitting a preset data amount;
    所述数据包传输参数包括以下参数中的至少一种:用户端接收数据的速度、所述连接的服务端发送数据的速度、用户端接收数据的数据量、所述连接的服务端发送数据的数据量、数据包往返延时、重传数据的数据量。The data packet transmission parameter includes at least one of the following parameters: a speed at which the client receives the data, a speed at which the connected server transmits the data, a data amount at which the client receives the data, and the connected server sends the data. The amount of data, the round trip delay of the packet, and the amount of data to retransmit the data.
  10. 如权利要求8所述的底层数据监控装置,其中,The underlying data monitoring device according to claim 8, wherein
    所述采集模块,还用于使用以下方法采集所述连接上的数据包传输参数数据:在所述连接的数据响应函数中设置传输参数钩子函数,在接收到数据响应消息后,调用所述传输参数钩子函数获取相应传输参数。The collecting module is further configured to collect data packet transmission parameter data on the connection by: setting a transmission parameter hook function in the connected data response function, and calling the transmission after receiving the data response message The parameter hook function gets the corresponding transmission parameters.
  11. 如权利要求8所述的底层数据监控装置,其中,The underlying data monitoring device according to claim 8, wherein
    所述装置还包括记录模块,用于记录客户端地址和/或访问目标地址,在所述建立连接请求对应的连接建立成功后获取此连接对应的域名,记录客户端地址和/或访问目标地址对应于域名的对应关系;The device further includes a recording module, configured to record a client address and/or an access target address, obtain a domain name corresponding to the connection after the connection establishment connection corresponding to the connection establishment request is successful, and record a client address and/or a target address. Corresponding to the correspondence of domain names;
    所述发送模块,用于将采集到所述连接上的数据包传输参数数据发送至应用 层处理模块的同时将所述对应关系发送至应用层处理模块;The sending module is configured to send the data transmission parameter data collected on the connection to the application layer processing module, and send the corresponding relationship to the application layer processing module;
    所述分析模块,用于根据客户端地址和所述域名的对应关系对所述采集到的数据包传输参数数据进行分析。The analyzing module is configured to analyze the collected data packet transmission parameter data according to the correspondence between the client address and the domain name.
  12. 如权利要求8所述的底层数据监控装置,其中,The underlying data monitoring device according to claim 8, wherein
    所述采集模块,还用于采集建连数据;The collection module is further configured to collect connection data;
    所述装置还包括聚合模块,用于对所述建连数据和所述数据包传输参数数据进行数据聚合。The apparatus further includes an aggregation module configured to perform data aggregation on the connection data and the data transmission parameter data.
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