CN111225389B - Mobile data flow processing method and device - Google Patents
Mobile data flow processing method and device Download PDFInfo
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- CN111225389B CN111225389B CN201811410040.8A CN201811410040A CN111225389B CN 111225389 B CN111225389 B CN 111225389B CN 201811410040 A CN201811410040 A CN 201811410040A CN 111225389 B CN111225389 B CN 111225389B
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W24/00—Supervisory, monitoring or testing arrangements
- H04W24/02—Arrangements for optimising operational condition
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W24/00—Supervisory, monitoring or testing arrangements
- H04W24/08—Testing, supervising or monitoring using real traffic
Abstract
The invention discloses a mobile data flow processing method, 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 to determine the 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 method and an apparatus for processing mobile data traffic.
Background
With the development of the mobile internet, the demand for wireless traffic is increasing. With the aggravation of network traffic competition, operators increase the speed, reduce the cost and schedule, and the data traffic service is continuously promoted to improve the total traffic income and reduce the user charge. According to the existing mobile data flow analysis technology, whether the grabbed data packet is matched with the directional data flow service or not is analyzed, but the matching accuracy of the directional data flow cannot be further determined, and the working efficiency of the directional data flow service analysis is low. This is a problem that currently needs to be addressed.
Disclosure of Invention
In view of this, an embodiment of the present invention is expected to provide a method for processing mobile data traffic, so as to improve the working efficiency of analyzing the directional data traffic.
The technical scheme of the invention is realized as follows:
the embodiment of the invention provides a mobile data flow processing method, which comprises the following steps:
acquiring first flow data; the first traffic data is traffic data of a specific Application (APP) in a User Equipment (UE);
acquiring communication parameters of the first flow data;
and comparing the communication parameters with a preset directional flow information template to determine the directional flow hit parameters of the specific APP.
In the above scheme, the communication parameters include at least one of the following: internet protocol IP address, port number, protocol name, domain name, and data volume.
In the above scheme, the acquiring the first flow data includes:
and acquiring the first flow data through a proxy server.
In the above scheme, the acquiring the first flow data includes:
the first traffic data is obtained directly from the UE.
In the above scheme, the determining the directional traffic hit parameter of the specific APP specifically includes at least one of the following:
determining the number of flow matched with the preset directional flow information template in the first flow data;
and determining the proportion of the data quantity matched with the preset template information in the first flow data to the total data quantity 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 the flow data of a specific application program APP in User Equipment (UE);
the data processing module is used for acquiring the communication parameters of the first flow data;
the data analysis module is used for comparing the communication parameters with a preset directional flow information template and determining the directional flow hit parameters of the specific APP.
In the above aspect, the data processing module is configured to obtain a communication parameter of the first traffic data, where the communication parameter includes at least one of the following: internet protocol IP address, port number, protocol name, domain name, and data volume.
In the above scheme, the data acquisition module is specifically configured to: and acquiring the first flow data through a proxy server.
In the above scheme, the data acquisition module is specifically configured to: the first traffic data is obtained directly from the UE.
The embodiment of the invention provides a mobile data flow processing method, which comprises the following steps:
the proxy server acquires first flow data; the first flow data is the flow data of a specific application program APP in User Equipment (UE); wherein, the liquid crystal display device comprises a liquid crystal display device,
the first flow data is used for acquiring communication parameters of the first flow data; 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 is used for the UE to connect 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 of a specific application program APP in User Equipment (UE); wherein, the liquid crystal display device comprises a liquid crystal display device,
the first flow data is used for acquiring communication parameters of the first flow data; 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, the communication parameters of the first flow data are acquired by acquiring the first flow data, which are the flow data of the specific APP in the User Equipment (UE), and the communication parameters are compared with a preset directional flow information template to determine the directional flow hit parameters of the specific APP; the method and the device realize the determination of information such as distribution accuracy of the directional flow of the directional data flow service, provide reference basis for the follow-up optimization of the directional flow, and improve the analysis work efficiency of the directional data flow service through technical support of the directional data flow service.
Drawings
FIG. 1 is a flow chart of a method for mobile data traffic processing according to an embodiment of the present invention;
FIG. 2 is a block diagram of a device 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 showing the modules of a mobile data traffic processing apparatus according to an embodiment of the present invention;
FIG. 5 is a diagram of network connections locally captured in accordance with the present invention;
FIG. 6 is a diagram of network connections for remote grabbing according to the present invention;
FIG. 7 is a flow chart of a data analysis method according to an embodiment of the present invention;
fig. 8 is a schematic diagram of a comparison analysis method of a data traffic packet and a directional traffic template according to an embodiment of the present invention.
Detailed Description
The technical scheme of the invention is further elaborated below by referring to the drawings in the specification and the specific embodiments.
The embodiment of the invention provides a method for processing mobile data flow, which is shown in fig. 1 and comprises the following steps:
The user equipment UE, which may also be referred to as a Mobile Terminal (MT), mobile user equipment, etc., may communicate with one or more core networks via a radio access network (e.g., radio Access Network, RAN), may be Mobile terminals, such as Mobile phones (or "cellular" phones) and computers with Mobile terminals, e.g., may be portable, pocket, hand-held, computer-built-in or vehicle-mounted Mobile devices; the mobile phone can comprise a smart phone, and the application program APP can also be called an application program, and mainly refers to software installed on the smart phone; the operation of the mobile phone software needs to have a corresponding smart phone system, and the main smart phone system at present comprises: apple's iOS system and google's Android (Android) system.
The traffic data refers to data exchanged with a server when the UE performs internet operation through a mobile communication network (e.g., 4G network).
In some embodiments, the step 101 further includes:
and acquiring flow data of interaction between the specific APP in the UE and a remote server through a proxy server.
The proxy server may be a physical server or a service provided by a physical device, and its function is to forward traffic data between the UE and the remote server.
In some embodiments, the step 101 further includes:
and acquiring data transmitted by the specific APP in the UE when the specific APP in the UE accesses the remote server.
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 amount is a parameter representing the flow data, and the unit is in 1024 system, and common units are Gigabytes (GB), megabytes (mbytes, MBs), kilobytes (kilobytes, KB), and the like.
And step 103, comparing the communication parameters with a preset directional flow information template to determine the directional flow hit parameters of the specific APP.
The hit parameter characterizes information such as distribution accuracy of the directional flow, and the like, and can be used for providing a reference basis for the follow-up optimization of the directional flow.
The preset directional flow information template comprises the following steps: matching communication parameters of the directional traffic.
Wherein determining the directional traffic hit parameter 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 may be the number of data packets or the number of transmission frames;
and determining the proportion of the data quantity matched with the preset template information in the first flow data to the total data quantity of the first flow data.
The embodiment of the invention provides a mobile data traffic processing device 21, as shown in fig. 2, including: a data acquisition module 201, a data processing module 202, a data analysis module 203, wherein:
the data acquisition module 201 is configured to acquire first flow data; the first traffic data is traffic data of a specific application program APP in the user equipment UE.
In some embodiments, the data acquisition module 201 is specifically configured to: and acquiring flow data of interaction between the specific APP in the UE and a remote server through a proxy server.
In some embodiments, the data acquisition 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 mobile data flow processing method, which comprises the following steps:
the proxy server acquires first flow data; the first flow data are flow data of interaction between a specific APP in the UE and a remote server through the proxy server; wherein, the liquid crystal display device comprises a liquid crystal display device,
the first flow data is used for acquiring communication parameters of the first flow data; 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 is used for the UE to connect with the Internet through the proxy server, and the proxy server is also used for:
acquiring first flow data; the first flow data are flow data of interaction between a specific APP in the UE and a remote server through the proxy server; wherein, the liquid crystal display device comprises a liquid crystal display device,
the first flow data is used for acquiring communication parameters of the first flow data; 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 a specific embodiment of the present invention, a mobile data traffic processing method is provided, as shown in fig. 3, including:
And 303, comparing the key information in the flow data packet with information in the directional flow template, and analyzing information such as an IP address hit parameter, a data flow ratio and the like in the data packet.
In order to implement the above method, an embodiment of the present invention further provides a mobile data traffic processing device 41, as shown in fig. 4, including a traffic data packet grabbing module 401 and a traffic data analyzing module 402.
The flow data packet grabbing module 401 is configured to grab local and remote flow 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 the information such as the hit parameter of the IP address, the 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.
The invention provides a method and a step for capturing data traffic packets, wherein the method comprises the following steps:
the data flow packets can be divided into two types, namely local grabbing and remote grabbing, according to different packet grabbing modes. The network connection relationship of the local grabbing is shown in fig. 5, and the APP501 is designated to access the remote server 502; the designated APP local grabbing data flow packet directly acquires designated APP data flow consumption by adopting an operating system method.
The network connection relation of the foreign grasping is shown in fig. 6, the designated APP601 is connected to the foreign proxy server 603 through the mobile proxy APP602, and accesses the remote server 604 through the foreign proxy 603; the appointed APP601 captures data traffic from different places, a mobile phone proxy APP602 is installed on a mobile phone terminal, a different place proxy server 603 is accessed through the mobile phone proxy APP602, and a remote server terminal 604 is accessed through the different place proxy server 603.
The embodiment of the invention provides four specific data grabbing behaviors:
1. the local android mobile phone grabs the data packet:
(1) preparing a computer environment: install software development kit (JDK) of Java language and configure Java environment, install android software development kit (Software Development Kit, SDK).
(2) And a mobile phone manager (or other software capable of controlling the networking function of the mobile phone APP) is installed on the android mobile phone to be tested. And closing other APP networking functions except the designated APP.
(3) Closing a wireless network (WiFi) connection function of the mobile phone.
(4) And (3) transmitting a data packet grabbing analysis (tcpdump) tool into the android system of the mobile phone by utilizing the android debug bridge (Android Debug Bridge, adb) command in the step (1), and starting a data grabbing service. And (3) operating the APP to be grabbed on the mobile phone, requesting data service, closing tcpdump after a period of time, and deriving the flow data packet with the suffix pcap.
2. The local iOS mobile phone grabs the data packet:
(1) apple device management software (iTunes) is opened, and a unique device identifier (Unique Device Identifier, UDID) of the iOS mobile phone to be tested is obtained.
(2) And closing the WiFi connection function in the iOS mobile phone to be tested, inserting a local user identity identification (Subscriber Identification Module, SIM) card into the mobile phone, and opening the network flow connection function.
(3) And closing other APP except the appointed APP on the iOS mobile phone to be tested.
(4) Using MAC command line input rvactl-s < UDID >, open a designated APP operation fetch request server data. After a period of time, closing the network port rvactl-s < UDID >. The traffic packets with the pcap suffix are exported.
3. The android mobile phone in the different places grabs the data packet:
(1) and opening the remote proxy server, analyzing information such as IP addresses, port numbers, application layer protocol numbers, domain names, data volume and the like of all data traffic passing through the proxy server, and storing the information as a text file with a suffix of log.
(2) And installing a region SIM card to be tested on the android mobile phone to be tested, installing mobile phone local proxy software (shadow cards) and setting a remote proxy IP address and a port as a receiving remote proxy server IP address and a port.
(3) And installing a mobile phone manager on the android mobile phone to be tested. And closing other APP networking functions except the designated APP.
(4) And opening the appointed APP, closing the remote proxy server after a period of operation, and exporting a file which is grabbed by the remote proxy server and contains IP addresses, ports, protocols, data volume and other information suffixes.
4. The remote iOS mobile phone grabs the data packet:
(1) and opening the foreign agent server.
(2) And installing a region SIM card to be tested on the iOS mobile phone to be tested, installing mobile phone local proxy software wing and setting a remote proxy IP address and a port as a receiving remote proxy server IP address and a port.
(3) And closing other APP except the appointed APP on the iOS mobile phone to be tested.
(4) And opening the appointed APP, closing the remote proxy server after a period of operation, and exporting a file which is grabbed by the remote proxy server and contains information such as IP addresses, ports, protocols, data sizes and the like and has suffixes of log.
The embodiment of the invention provides a data analysis method, as shown in fig. 7, which specifically comprises the following steps:
after capturing the data flow packets of the designated APP in the above specific embodiment, two format files are obtained, and the locally captured data packets are in a data file format with a suffix of · pcap opened by a network packet analysis software (wireshark). The data packet captured by the foreign agent is in a data format with a custom suffix of log.
The analysis method is as follows:
1. the parsing 701 of the locally grabbed data packet specifically includes:
(1) the local original data packet is a suffix, the file in the pcap format is opened through a wireshark, and information such as a tag IP address, a port number, a protocol name, a data volume and the like is set.
(2) A spreadsheet (Excel) file containing information such as an IP address, a port number, a protocol name, a data amount, etc. of key information is derived through a wireshark, and request data and response data are divided into two forms. Such as table 1.
TABLE 1
2. The parsing 702 of the data packet grabbed in different places specifically includes:
the remote proxy server captures the data packet as a suffix log binary text file. And extracting information such as an IP address, a port number, a protocol name, a 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, which are consistent with an Excel file format generated by the locally-grabbed data packet analysis 701.
The embodiment of the invention provides a specific data flow packet and directional flow template comparison analysis method, which is used for acquiring the data comparison of the analyzed and grabbed data flow packet and directional flow template data through the embodiment, recording if the data comparison meets the requirement, and summarizing the number of directional flow template items occupied by the data flow and the occupation proportion of the total number of hit flow occupied flow data after the data comparison of all the data flow data is completed. The specific steps are shown in fig. 8, including:
The invention aims to solve the technical problem that whether the local and remote 4G network flow data packets match with the directional flow template data or not and to perform test supporting work for better developing the directional flow operation for operators. The method solves the problem that whether the analysis accords with the directional flow template or not through the combination modes of key information IP address, port, domain name, protocol number and the like in the flow in the existing flow analysis. The invention solves the problem that a tester does not need to grasp the data flow packets to obtain the data flow packets of the APP in different places by a mobile phone in different places to save a large amount of testing cost.
The invention aims to solve the technical problems that in the directional traffic data service of an operator, the cross-platform and cross-region mobile phone 4G network traffic data packet is grasped, the remote 4G network traffic data packet cannot be grasped locally, the grasped network traffic data packet cannot be matched with a directional traffic template, the directional traffic consumption in the mobile phone traffic consumption cannot be obtained through comparison to occupy the total traffic consumption proportion, and the data packet which does not occupy the relatively large traffic consumption in the directional traffic is found out. And the operator is reconfigured to take the directional traffic template data as a reference, so that the problem of non-directional traffic statistics error in the process of using the directional traffic service by the user is reduced. According to the invention, the data traffic consumption is grabbed through a local and off-site cross-platform (iOS) mobile phone 4G network, whether the traffic IP address hit parameters are given out by analyzing the information combination modes such as the IP address, the port number, the domain name and the like obtained by analyzing the transmission layer, the data link layer and the application layer of the data packet, and the network data information which is not in the directional traffic template is provided, so that the accuracy of the directional streaming-free service is improved.
Those of ordinary skill in the art will appreciate that: all or part of the steps for implementing the above method embodiments may be implemented by hardware associated with program instructions, where the foregoing program may be stored in a computer readable storage medium, and when executed, the program performs steps including the above method embodiments; and the aforementioned storage medium includes: a mobile storage device, a Read-Only Memory (ROM), a random access Memory (RAM, random Access Memory), a magnetic disk or an optical disk, or the like, which can store program codes.
The foregoing is merely illustrative of the present invention, and the present invention is not limited thereto, and any person skilled in the art will readily recognize that variations or substitutions are within the scope of the present invention. Therefore, the protection scope of the present invention shall be subject to the protection scope of the claims.
Claims (11)
1. A method of mobile data traffic handling, the method comprising:
acquiring first flow data; the first flow data is the 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 to determine the directional flow hit parameters of the specific APP.
2. The method of claim 1, wherein the communication parameters include 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 acquiring the first traffic data comprises:
and acquiring the first flow data through a proxy server.
4. The method of claim 1, wherein the acquiring the first traffic data comprises:
the first traffic data is obtained directly from the UE.
5. The method according to claim 1, wherein said determining the directional traffic hit parameter of the specific APP comprises in particular at least one of the following:
determining the number of flow matched with the preset directional flow information template in the first flow data;
and determining the proportion of the data quantity matched with the preset template information in the first flow data to the total data quantity of the first flow data.
6. A mobile data traffic processing apparatus, the apparatus comprising:
the data acquisition module is used for acquiring first flow data; the first flow data is the flow data of a specific application program APP in User Equipment (UE);
the data processing module is used for acquiring the communication parameters of the first flow data;
the data analysis module is used for comparing the communication parameters with a preset directional flow information template and determining the directional flow hit parameters of the specific APP.
7. The apparatus of claim 6, wherein the data processing module is configured to obtain a communication parameter of the first traffic data, wherein the communication parameter comprises 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: the first traffic data is obtained directly from the UE.
10. A method of mobile data traffic handling, the method comprising:
the proxy server acquires first flow data; the first flow data is the flow data of a specific application program APP in User Equipment (UE); wherein, the liquid crystal display device comprises a liquid crystal display device,
the first flow data is used for acquiring communication parameters of the first flow data; 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 said UE to connect to the internet through said proxy server, said proxy server further configured to:
acquiring first flow data; the first flow data is the flow data of a specific application program APP in User Equipment (UE); wherein, the liquid crystal display device comprises a liquid crystal display device,
the first flow data is used for acquiring communication parameters of the first flow data; 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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Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN102916854A (en) * | 2012-10-22 | 2013-02-06 | 北京瓦力网络科技有限公司 | Traffic statistical method and device and proxy server |
| CN106101015A (en) * | 2016-07-19 | 2016-11-09 | 广东药科大学 | A kind of mobile Internet traffic classes labeling method and system |
| US9565078B1 (en) * | 2013-09-06 | 2017-02-07 | Google Inc. | Recommended content traffic exchange |
| CN107689874A (en) * | 2016-08-03 | 2018-02-13 | 中国电信股份有限公司 | Orient flow processing method, system and packet data network gateway |
| CN107959576A (en) * | 2016-10-18 | 2018-04-24 | 中国电信股份有限公司 | Charge on traffic method and system and buffer storage |
-
2018
- 2018-11-23 CN CN201811410040.8A patent/CN111225389B/en active Active
Patent Citations (5)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN102916854A (en) * | 2012-10-22 | 2013-02-06 | 北京瓦力网络科技有限公司 | Traffic statistical method and device and proxy server |
| US9565078B1 (en) * | 2013-09-06 | 2017-02-07 | Google Inc. | Recommended content traffic exchange |
| CN106101015A (en) * | 2016-07-19 | 2016-11-09 | 广东药科大学 | A kind of mobile Internet traffic classes labeling method and system |
| CN107689874A (en) * | 2016-08-03 | 2018-02-13 | 中国电信股份有限公司 | Orient flow processing method, system and packet data network gateway |
| CN107959576A (en) * | 2016-10-18 | 2018-04-24 | 中国电信股份有限公司 | Charge on traffic method and system and buffer storage |
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