CN111225389A - Method and device for processing mobile data traffic - Google Patents
Method and device for processing mobile data traffic Download PDFInfo
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- CN111225389A CN111225389A CN201811410040.8A CN201811410040A CN111225389A CN 111225389 A CN111225389 A CN 111225389A CN 201811410040 A CN201811410040 A CN 201811410040A CN 111225389 A CN111225389 A CN 111225389A
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Abstract
The invention discloses a method for processing mobile data flow, which comprises the following steps: acquiring first flow data; the first flow data is flow data of a specific application APP in User Equipment (UE); acquiring communication parameters of the first flow data; and comparing the communication parameters with a preset directional flow information template, and determining directional flow hit parameters of the specific application APP. The invention also discloses a mobile data flow processing device and a proxy server.
Description
Technical Field
The present invention relates to the field of communications technologies, and in particular, to a mobile data traffic processing method and apparatus.
Background
With the development of mobile internet, people's demand for wireless traffic is increasing day by day. With the aggravation of network flow competition, operators increase speed, reduce fees and increase schedules, and directional data flow services are continuously released in order to improve overall flow income and reduce user fees. The existing mobile data traffic analysis technology captures a data packet and analyzes whether the captured data packet matches a directional data traffic service, but cannot further determine the matching accuracy of the directional data traffic, and the work efficiency of analyzing the directional data traffic service is low. This is a problem that currently needs to be solved.
Disclosure of Invention
In view of this, the embodiments of the present invention are expected to provide a method for processing mobile data traffic to improve the work efficiency of analyzing the directional data traffic service.
The technical scheme of the invention is realized as follows:
the embodiment of the invention provides a method for processing mobile data flow, which comprises the following steps:
acquiring first flow data; the first traffic data is traffic data of a specific Application (APP) in User Equipment (UE);
acquiring communication parameters of the first flow data;
and comparing the communication parameters with a preset directional flow information template, and determining directional flow hit parameters of the specific APP.
In the foregoing solution, the communication parameter includes at least one of: internet protocol IP address, port number, protocol name, domain name, and data volume.
In the foregoing solution, the acquiring the first traffic data includes:
and acquiring the first flow data through a proxy server.
In the foregoing solution, the acquiring the first traffic data includes:
obtaining the first traffic data directly from the UE.
In the foregoing scheme, the determining a directional traffic hit parameter of a specific APP specifically includes at least one of:
determining the number of the flow in the first flow data matched with the preset directional flow information template;
and determining the proportion of the data volume matched with the preset template information in the first flow data to the total data volume of the first flow data.
The embodiment of the invention provides a mobile data flow processing device, which comprises:
the data acquisition module is used for acquiring first flow data; the first flow data is flow data of a specific application program APP in User Equipment (UE);
the data processing module is used for acquiring communication parameters of the first flow data;
and the data analysis module is used for comparing the communication parameters with a preset directional flow information template and determining directional flow hit parameters of the specific APP.
In the foregoing solution, the data processing module is configured to acquire a communication parameter of the first traffic data, where the communication parameter includes at least one of: internet protocol IP address, port number, protocol name, domain name, and data volume.
In the foregoing solution, the data obtaining module is specifically configured to: and acquiring the first flow data through a proxy server.
In the foregoing solution, the data obtaining module is specifically configured to: obtaining the first traffic data directly from the UE.
The embodiment of the invention provides a method for processing mobile data flow, which comprises the following steps:
the proxy server acquires first stream data; the first flow data is flow data of a specific application program APP in User Equipment (UE); wherein,
the first flow data is used for obtaining communication parameters of the first flow data; and the communication parameters are used for comparing with a preset directional flow information template to determine the directional flow hit parameters of the specific APP.
The embodiment of the invention provides a proxy server, which is connected with UE and used for connecting the UE with the Internet through the proxy server, and the proxy server is also used for:
acquiring first flow data; the first flow data is flow data of a specific application program APP in User Equipment (UE); wherein,
the first flow data is used for obtaining communication parameters of the first flow data; and the communication parameters are used for comparing with a preset directional flow information template to determine the directional flow hit parameters of the specific APP.
In the technical scheme of the embodiment of the invention, a communication parameter of first flow data is obtained by obtaining the first flow data which is the flow data of a specific APP in User Equipment (UE), and the communication parameter is compared with a preset directional flow information template to determine a directional flow hit parameter of the specific APP; the method and the device realize the determination of information such as the distribution accuracy of the directional flow of the directional data flow service, provide a reference basis for the subsequent optimization of the directional flow, and improve the analysis work efficiency of the directional data flow service by the technical support of the directional data flow service.
Drawings
Fig. 1 is a flow chart illustrating a method for processing mobile data traffic according to an embodiment of the present invention;
FIG. 2 is a block diagram of a device component module for mobile data traffic processing according to an embodiment of the present invention;
fig. 3 is a flow chart illustrating a mobile data traffic processing method according to an embodiment of the present invention;
FIG. 4 is a block diagram of a mobile data traffic processing device component module according to an embodiment of the present invention;
FIG. 5 is a diagram of a locally captured network connection according to the present invention;
FIG. 6 is a diagram of the network connection relationship for the off-site crawling of the present invention;
FIG. 7 is a schematic flow chart illustrating a data analysis method according to an embodiment of the present invention;
fig. 8 is a schematic diagram illustrating a specific method for comparing and analyzing a data traffic packet and a directional traffic template according to an embodiment of the present invention.
Detailed Description
The technical solution of the present invention is further described in detail with reference to the drawings and the specific embodiments of the specification.
An embodiment of the present invention provides a method for processing mobile data traffic, as shown in fig. 1, including:
User equipment UE may also be referred to as a Mobile Terminal (MT), a Mobile User Equipment (UE), and the like, and may communicate with one or more core networks via a Radio Access Network (RAN, for example), where the UE may be a Mobile Terminal such as a Mobile phone (or referred to as a "cellular" phone) and a computer having a Mobile Terminal, and may be a portable, pocket, hand-held, computer-included, or vehicle-mounted Mobile device, for example; the mobile phone can comprise a smart phone, and the application program APP can also be called as an application program and mainly refers to software installed on the smart phone; the operation of mobile phone software needs to have a corresponding smart phone system, and the current main smart phone system comprises: the iOS system of apple and the Android (Android) system of google.
The traffic data refers to data exchanged between the UE and the server when the UE performs internet operation through a mobile communication network (e.g., a 4G network).
In some embodiments, the step 101 further comprises:
and acquiring interactive flow data between the specific APP in the UE and the remote server through the proxy server.
The proxy server may be a physical server, or a service provided by a physical device, and functions to forward traffic data between the UE and the remote server.
In some embodiments, the step 101 further comprises:
and acquiring data transmitted by the specific APP in the UE when the specific APP in the UE accesses the remote server.
And 102, acquiring the communication parameters of the first flow data.
The communication parameters may include: internet protocol IP address, port number, protocol name, domain name, and data volume.
Wherein, the IP address includes: a destination IP address and a source IP address.
The data size is a parameter indicating traffic data, and is represented in 1024-ary units, and commonly used units include Gigabytes (GB), megabytes (Mbyte, MB), Kilobytes (KB), and the like.
And 103, comparing the communication parameters with a preset directional flow information template, and determining directional flow hit parameters of the specific APP.
The hit parameters represent information such as distribution accuracy of the directional flow, and can be used for providing reference basis for subsequent directional flow optimization.
The preset directional flow information template comprises: and matching the communication parameters of the directional flow.
Wherein determining directional traffic hit parameters for the particular APP comprises at least one of:
determining the number of data matched with the preset directional flow information template in the first flow data; the number of data can be the number of data packets or the number of transmission frames;
and determining the proportion of the data volume matched with the preset template information in the first flow data to the total data volume of the first flow data.
An embodiment of the present invention provides a mobile data traffic processing apparatus 21, as shown in fig. 2, including: data acquisition module 201, data processing module 202, data analysis module 203, wherein:
the data acquiring module 201 is configured to acquire first streaming data; the first flow data is flow data of a specific application program APP in User Equipment (UE).
In some embodiments, the data obtaining module 201 is specifically configured to: and acquiring interactive flow data between the specific APP in the UE and the remote server through the proxy server.
In some embodiments, the data obtaining module 201 is specifically configured to: and acquiring data transmitted by the specific APP in the UE when the specific APP in the UE accesses the remote server.
The data processing module 202 is configured to obtain a communication parameter of the first traffic data. Wherein the communication parameters include at least one of: internet protocol IP address, port number, protocol name, domain name, and data volume.
The data analysis module 203 is configured to compare the communication parameter with a preset directional flow information template, and determine a directional flow hit parameter of the specific APP.
The embodiment of the invention provides a method for processing mobile data traffic, which comprises the following steps:
the proxy server acquires first stream data; the first flow data is the flow data interacted between a specific APP in the UE and a remote server through the proxy server; wherein,
the first flow data is used for obtaining communication parameters of the first flow data; and the communication parameters are used for comparing with a preset directional flow information template to determine the directional flow hit parameters of the specific APP.
The embodiment of the invention provides a proxy server, which is connected with UE and used for connecting the UE with the Internet through the proxy server, and the proxy server is also used for:
acquiring first flow data; the first flow data is the flow data interacted between a specific APP in the UE and a remote server through the proxy server; wherein,
the first flow data is used for obtaining communication parameters of the first flow data; and the communication parameters are used for comparing with a preset directional flow information template to determine the directional flow hit parameters of the specific APP.
A specific embodiment of the present invention provides a mobile data traffic processing method, as shown in fig. 3, including:
In order to implement the foregoing method, an embodiment of the present invention further provides a mobile data traffic processing apparatus 41, as shown in fig. 4, which includes a traffic packet capturing module 401 and a traffic data analyzing module 402.
The traffic data packet capturing module 401 is configured to capture local and foreign traffic consumption data packets of a specific APP.
The traffic data analysis module 402 is configured to extract key information such as an IP address, a port number, a domain name, a protocol name, and a data volume through a transport layer, a network layer, and an application layer in a traffic data packet; and the method is also used for analyzing information such as IP address hit parameters, data traffic ratio and the like in the data packet by comparing the key information in the traffic data packet with the information in the directional traffic template.
A specific embodiment of the present invention provides a method and a step for capturing a data traffic packet, including:
the data flow packets can be divided into two types, local capturing and remote capturing, due to different packet capturing modes. The network connection relationship captured locally is shown in fig. 5, and an APP501 is specified to access a remote server 502; and directly acquiring the data traffic consumption of the appointed APP by adopting an operating system method when the appointed APP locally captures the data traffic packet.
The network connection relationship of the remote capture is shown in fig. 6, the designated APP601 connects with the remote proxy server 603 through the mobile phone proxy APP602, and accesses the remote server 604 through the remote proxy 603; the method for the data traffic of the appointed APP601 captured in different places is that a mobile phone agent APP602 is installed at a mobile phone end, the mobile phone agent APP602 accesses a different place agent server 603, and the different place agent server 603 accesses a remote server end 604.
The embodiment of the invention provides four specific data capturing behaviors:
firstly, capturing a data packet by a local android mobile phone:
firstly, preparing a computer environment, namely installing a Java Software Development Kit (JDK) of Java language, configuring the Java environment and installing an android Software Development Kit (SDK).
and secondly, installing a mobile phone manager (or other software capable of controlling the APP networking function of the mobile phone) on the android mobile phone to be tested, and closing other APP networking functions except the appointed APP.
and thirdly, closing the wireless network (WiFi) connection function of the mobile phone.
and fourthly, transmitting a data packet capture analysis (tcpdump) tool into the Android system of the mobile phone by using an Android Debug Bridge (adb) command in the step ①, starting data capture service, operating the APP to be captured on the mobile phone, requesting the data service, closing the tcpdump after a period of time, and exporting the traffic data packet which is post-labeled with the pcap.
Secondly, capturing a data packet by the local iOS mobile phone:
opening apple device management software (iTunes) and acquiring a Unique Device Identifier (UDID) of the iOS mobile phone to be tested.
and secondly, closing the WiFi connection function in the iOS mobile phone to be tested, inserting a local Subscriber Identity Module (SIM) card into the mobile phone, and opening the network traffic connection function.
and thirdly, closing other APPs except the appointed APP on the iOS mobile phone to be detected.
and fourthly, inputting the rvictl-s < UDID > by using the MAC command line, opening the appointed APP operation to acquire the request server data, closing the network port rvictl-s < UDID > after a period of time, and exporting the flow data packet which is provided with the pcap.
Thirdly, capturing a data packet by the remote android mobile phone:
firstly, opening a remote proxy server, analyzing information such as IP address, port number, application layer protocol number, domain name, data volume and the like of all data traffic passing through the proxy server, and storing the information as a text file with suffix log.
secondly, an SIM card of the area to be tested is installed on the android mobile phone to be tested, local proxy software (shadowsocks) of the mobile phone is installed, and the remote proxy IP address and the remote proxy IP port are set to be the IP address and the remote proxy port for receiving the remote proxy server.
and thirdly, installing a mobile phone manager on the android mobile phone to be tested, and closing other APP networking functions except the appointed APP.
and fourthly, opening the appointed APP, closing the remote proxy server after operating for a period of time, and exporting the file captured by the remote proxy server and containing the information suffix such as the IP address, the port, the protocol, the data volume and the like as log.
Fourthly, capturing the data packet by the remote iOS mobile phone:
opening a remote proxy server.
secondly, an SIM card of a region to be tested is installed on the iOS mobile phone to be tested, local proxy software wing of the mobile phone is installed, and a remote proxy IP address and a remote proxy IP port are set to be a remote proxy server IP address and a remote proxy server IP port.
and thirdly, closing other APPs except the appointed APP on the iOS mobile phone to be detected.
and fourthly, opening the appointed APP, closing the remote proxy server after operating for a period of time, and exporting the file captured by the remote proxy server and containing the information suffix such as the IP address, the port, the protocol, the data size and the like as log.
An embodiment of the present invention provides a data analysis method, as shown in fig. 7, specifically as follows:
after capturing the data traffic packet of the designated APP in the above specific embodiment, files in two formats are obtained, and the locally captured data packet is in a data file format with pcap, which is an open suffix that can be obtained by network packet analysis software (wireshark). The data packet captured by the foreign agent is in a data format of a user-defined suffix log.
The analysis method is as follows:
firstly, the analysis 701 of the locally captured data packet specifically includes:
the pcap format file is opened through wireshark, and information such as label IP address, port number, protocol name, data volume and the like is set.
secondly, exporting an electronic spreadsheet (Excel) file with information such as IP addresses, port numbers, protocol names, data volumes and the like of key information through wireshark, and dividing request data and response data into two forms, such as table 1.
TABLE 1
Secondly, analyzing 702 the data packets captured in different places, which specifically comprises:
the remote proxy server grabs the data packet as a suffix log binary text file. And extracting information such as an IP address, a port number, a protocol name, data volume and the like through a script extraction tool, and writing the information into an Excel file one by one. And the request data and the response data are divided into two forms, and the forms are consistent with the Excel file format generated by the analysis 701 of the locally captured data packet.
The embodiment of the invention provides a specific data traffic packet and directional traffic template comparison analysis method, wherein the analyzed captured data traffic packet and directional traffic template data are obtained through the embodiment and compared, if the data traffic packet and the directional traffic template data meet the requirements, the data traffic packet and the directional traffic template data are recorded, and when all the data traffic data are compared, the occupation proportion of the data traffic occupying the total number of the directional traffic templates and the occupation proportion of the hit traffic occupying the total number of the traffic data are summarized. The specific steps are shown in fig. 8, and include:
The technical problem to be solved by the invention is to solve whether the directional flow template data is matched in the local and remote 4G network flow data packets or not, and to better perform the test support work of the directional flow operation for the operator. The method solves the problem that whether the current flow analysis accords with the directional flow template or not through the analysis of key information IP address, port, domain name, protocol number and other combination modes in the flow. The data flow is inconsistent in multiple places after the servers and the CDN are deployed in the same APP, so that the APP data flow packet needs to be captured and consumed in different places to verify whether the APP data flow packet conforms to the directional flow service or not.
The technical problem to be solved by the invention is to solve the problems that an operator can grab a mobile phone 4G network traffic data packet across platforms and regions in a directional traffic data service, can not grab a different-place 4G network traffic data packet locally, can not match a directional traffic template through the grabbed network traffic data packet, can not obtain the proportion of the total traffic consumption occupied by the directional traffic consumption in the mobile phone traffic consumption through comparison, and find out the data packet which does not occupy the larger traffic consumption in the directional traffic. And the reference is made to the reconfiguration of the directional flow template data for the operator, so that the problem of non-directional flow counting errors in the process of using the directional flow service by the user is reduced. The method and the device capture data traffic consumption through a local and remote cross-platform (android, iOS) mobile phone 4G network, analyze whether the data traffic is in accordance with a directional traffic template or not by analyzing information combination modes such as a transmission layer, a data link layer and an application layer of a data packet to obtain IP addresses, port numbers and domain names, give a traffic IP address hit parameter and network data information which is not in the directional traffic template, and improve the accuracy of the directional traffic-free service.
Those of ordinary skill in the art will understand that: all or part of the steps for implementing the method embodiments may be implemented by hardware related to program instructions, and the program may be stored in a computer readable storage medium, and when executed, the program performs the steps including the method embodiments; and the aforementioned storage medium includes: a mobile storage device, a Read-Only Memory (ROM), a Random Access Memory (RAM), a magnetic disk or an optical disk, and other various media capable of storing program codes.
The above description is only for the specific embodiments of the present invention, but the scope of the present invention is not limited thereto, and any person skilled in the art can easily conceive of the changes or substitutions within the technical scope of the present invention, and all the changes or substitutions should be covered within the scope of the present invention. Therefore, the protection scope of the present invention shall be subject to the protection scope of the appended claims.
Claims (11)
1. A method of mobile data traffic handling, the method comprising:
acquiring first flow data; the first flow data is flow data of a specific application program APP in User Equipment (UE);
acquiring communication parameters of the first flow data;
and comparing the communication parameters with a preset directional flow information template, and determining directional flow hit parameters of the specific APP.
2. The method of claim 1, wherein the communication parameters comprise at least one of: internet protocol IP address, port number, protocol name, domain name, and data volume.
3. The method of claim 1, wherein the obtaining first traffic data comprises:
and acquiring the first flow data through a proxy server.
4. The method of claim 1, wherein the obtaining first traffic data comprises:
obtaining the first traffic data directly from the UE.
5. The method according to claim 1, wherein the determining of the directional traffic hit parameter of the specific APP comprises at least one of:
determining the number of the flow in the first flow data matched with the preset directional flow information template;
and determining the proportion of the data volume matched with the preset template information in the first flow data to the total data volume of the first flow data.
6. A mobile data traffic processing apparatus, characterized in that the apparatus comprises:
the data acquisition module is used for acquiring first flow data; the first flow data is flow data of a specific application program APP in User Equipment (UE);
the data processing module is used for acquiring communication parameters of the first flow data;
and the data analysis module is used for comparing the communication parameters with a preset directional flow information template and determining directional flow hit parameters of the specific APP.
7. The apparatus of claim 6, wherein the data processing module is configured to obtain communication parameters of the first traffic data, and wherein the communication parameters include at least one of: internet protocol IP address, port number, protocol name, domain name, and data volume.
8. The apparatus of claim 6, wherein the data acquisition module is specifically configured to: and acquiring the first flow data through a proxy server.
9. The apparatus of claim 6, wherein the data acquisition module is specifically configured to: obtaining the first traffic data directly from the UE.
10. A method of mobile data traffic handling, the method comprising:
the proxy server acquires first stream data; the first flow data is flow data of a specific application program APP in User Equipment (UE); wherein,
the first flow data is used for obtaining communication parameters of the first flow data; and the communication parameters are used for comparing with a preset directional flow information template to determine the directional flow hit parameters of the specific APP.
11. A proxy server connected to a UE, for the UE to connect to the internet through the proxy server, wherein the proxy server is further configured to:
acquiring first flow data; the first flow data is flow data of a specific application program APP in User Equipment (UE); wherein,
the first flow data is used for obtaining communication parameters of the first flow data; and the communication parameters are used for comparing with a preset directional flow information template to determine the directional flow hit parameters of the specific APP.
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| CN114245324A (en) * | 2020-09-09 | 2022-03-25 | 中国移动通信集团安徽有限公司 | Data flow reminding method and device, computer equipment and readable storage medium |
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