CN116847385B - Network self-adaptive mobile application data loading method - Google Patents
Network self-adaptive mobile application data loading method Download PDFInfo
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Classifications
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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
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W28/00—Network traffic management; Network resource management
- H04W28/02—Traffic management, e.g. flow control or congestion control
- H04W28/0231—Traffic management, e.g. flow control or congestion control based on communication conditions
- H04W28/0236—Traffic management, e.g. flow control or congestion control based on communication conditions radio quality, e.g. interference, losses or delay
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W28/00—Network traffic management; Network resource management
- H04W28/02—Traffic management, e.g. flow control or congestion control
- H04W28/10—Flow control between communication endpoints
Abstract
The application discloses a network self-adaptive mobile application data loading method, which relates to the technical field of mobile application data loading, and solves the technical problems that the mobile application data loading cannot be adaptively regulated due to the limitation of network environment, and the influence of asynchronous loading exists.
Description
Technical Field
The application relates to the technical field of mobile application data loading, in particular to a network self-adaptive mobile application data loading method.
Background
With the development of the mobile internet, mobile applications and sites are more and more popular, and the use frequency is also greatly increased, but at present, various network systems 2G, 3G, 4G, wi-Fi and the like exist in China, so that the modes of accessing the mobile equipment to the internet are also various, and the network bandwidths corresponding to the access modes are quite different, namely, the internet surfing speeds are different in popular way.
The method according to the patent of application number CN201510053787.2 is shown to comprise the steps of: s1, correspondingly dividing a plurality of network speed grades from high to low according to the sequence of the network bandwidths from high to low, wherein different network speed grades correspond to network data resources with different qualities, and the higher the network speed grade is, the better the quality of the corresponding network data resources is; s2, the mobile terminal opens a mobile application, sends a speed measurement request to the server, and records speed measurement request data; s3, receiving feedback data of the server side, and calculating network bandwidth according to the speed measurement request data and the feedback data; s4, acquiring the current network speed grade of the mobile terminal according to the calculated network bandwidth, and requesting to load network data resources with corresponding quality according to the acquired network speed grade. The application can dynamically detect and grade the network speed accessed by the mobile application, is convenient for selectively loading resources, and can adaptively load data when the access network mode is switched.
When partial existing mobile application data is loaded, the loading speed under different network environments can be affected differently due to the limitation of the network, and meanwhile, the loading of text data and picture data can be asynchronous due to the limitation of the network, so that the use experience of a user is affected.
Disclosure of Invention
Aiming at the defects of the prior art, the application provides a network self-adaptive mobile application data loading method, which solves the problems that the self-adaptive adjustment cannot be carried out due to the limitation of network environment, the loading is asynchronous, and the user experience is affected.
In order to achieve the above purpose, the application is realized by the following technical scheme: a network self-adaptive mobile application data loading method specifically comprises the following steps:
step S1: firstly, acquiring a current network, classifying the current network into a cellular network and a Wi-Fi network, identifying the current network, and respectively analyzing the cellular network and the Wi-Fi network to load and analyze mobile application data;
step S2: the mobile application data comprises text data and picture data, the text data is compared by the speed of the cellular network, whether the text data is directly loaded or needs to be loaded secondarily is judged, and then concrete analysis is carried out on the secondary loading;
step S3: then, the size, the resolution, the network speed, the screen resolution and the network delay of the picture data are obtained, and whether the picture data are subjected to delay loading or need to be subjected to adjustment loading is judged by calculating an adjustment standard value of the picture data;
step S4: when the Wi-Fi network is judged, loading the text data and the picture data, determining a loading mode by comparing the sum of the sizes of the text data and the picture data with the Wi-Fi network speed, and loading the picture data in an asynchronous loading mode;
step S5: and after the mobile application data processed by the cellular network and the Wi-Fi network are analyzed, outputting according to an analyzed loading mode.
As a further aspect of the application: the specific loading analysis mode of the cellular network to the text data in the S2 is as follows:
step S21: acquiring a size record of text data as WD, then acquiring a network speed record of a cellular network in time ti as FSi, and calculating an average network speed record of the cellular network in time ti as FSp; specifically, the network speed and the bandwidth have the same meaning, and are exemplified by 1m=1024k, 1m/128 k=1024/128=8, and 100m=100/8=12.5M;
step S22: comparing the text data size WD with the average network speed FSp, when WD > FSp, the text data exceeds the average network speed and needs to be loaded for the second time, otherwise when WD is less than or equal to FSp, the text data does not exceed the average network speed and can be directly loaded;
step S23: the specific mode of the secondary loading is as follows: firstly judging the parity of the text data WD, if the text data WD is even, equally dividing the text data WD into two equal parts, transmitting the equally divided text data WD for the second time, if the text data WD is odd, dividing the text data WD according to the largest odd and even parts, and loading the text data WD. To illustrate specifically, if the text data WD has a value of 9, it is divided by the maximum odd numbers 5 and 4.
As a further aspect of the application: the specific loading analysis mode of the cellular network to the picture data in the S3 is as follows:
step S31: comparing the resolution ratio TD of the picture data with the network speed WS, when the resolution ratio TD is larger than or equal to WS, indicating that the current network speed is low in loading the picture data, analyzing the picture data, otherwise, when the resolution ratio TD is smaller than WS, indicating that the current network speed can load the current picture data, and directly loading the current picture data;
step S32: then substituting the web speed WS, the web delay WY, the screen resolution PF and the picture data resolution TF into the formulaCalculating to obtain an adjustment standard B, wherein a1 and a2 are preset proportion coefficients, and meanwhile, comparing the adjustment standard B with a preset value YS, wherein YS is the preset proportion coefficient; specifically, the quality materialization value of the picture data is represented by the adjustment standard B;
step S33: when B is larger than or equal to YS, the adjustment standard exceeds a preset value YS, and delayed loading is needed, otherwise when B is smaller than YS, the adjustment standard does not exceed the preset value YS, and the adjustment standard is needed to be adjusted in the same resolution;
step S34: the same resolution adjustment is performed in the following manner: when the picture resolution TF exceeds the screen resolution PF, the picture resolution TF is adjusted to be consistent with the screen resolution PF, and when the picture resolution TF does not exceed the screen resolution PF, the picture resolution TF is still adjusted to be consistent with the screen resolution PF.
As a further aspect of the application: the specific loading mode of the Wi-Fi network to the text data and the picture data is as follows:
p1: firstly, obtaining text data WD and picture data TD, simultaneously calculating the sum of the sizes of the text data WD and the picture data TD to be used as ZD, then obtaining network speed SD of a Wi-Fi network, and comparing the two;
p2: when ZD > SD, the condition that the Wi-Fi network is slow to load when the two are loaded simultaneously is indicated, and secondary record is needed, otherwise, when ZD is less than or equal to SD, the condition that the Wi-Fi network can meet the condition of simultaneous loading when the two are loaded simultaneously is indicated, and the two are loaded simultaneously;
p3: and then analyzing the condition of secondary loading, comparing the text data WD with the picture data TD, when WD is more than or equal to TD, indicating that the data size of the text data WD exceeds the picture data size, loading the picture data TD preferentially, otherwise, when WD is less than TD, indicating that the data size of the text data WD does not exceed the picture data size, loading the text data WD preferentially, specifically, comparing the text data with the picture data, loading the data size preferentially, and carrying out preferential loading when loading the data with different sizes by a network, wherein the preferential loading is realized by the data size, loading is carried out preferentially aiming at the small data, and loading is delayed aiming at the large data which occupies more network speed.
As a further aspect of the application: the specific mode of the Wi-Fi network for asynchronously loading text data and picture data is as follows:
a1: acquiring text data WD and picture data TD, preferentially loading the text data WD, and asynchronously loading the picture data TD;
a2: the specific asynchronous loading mode is as follows: the acquired picture data TD is marked as k, k=1, 2, …, m, and the data size of the single picture data TDk is marked as Tk, and the data sizes Tk are marked sequentially from small to large to generate sequential marks; specifically, the position of the picture data is not changed when the picture data is marked, the mark is only used for conveniently carrying out asynchronous loading processing on the picture data after the picture data is marked, and the position of the picture data is the original position.
A3: and then synchronously loading the picture data TD according to the sequence labels, and updating the loaded picture data to the corresponding component.
Advantageous effects
The application provides a network self-adaptive mobile application data loading method. Compared with the prior art, the method has the following beneficial effects:
according to the method, the network type is identified and analyzed, different types of analysis are respectively carried out on the cellular network and the Wi-Fi network, the text data and the picture data are analyzed in a classified mode according to the analysis of the relation between the size of the text data and the network speed of the cellular network, and the text data are loaded preferentially according to the condition that secondary loading is required, so that the overall loading speed can be improved, the consumption of network flow is reduced, the overall loading is too slow due to overlarge data, the experience of a user is prevented from being influenced, and the delayed picture data are synchronously loaded and stored in an asynchronous loading mode, so that the main thread can be prevented from being blocked, and the clamping in the picture loading process is avoided.
Drawings
FIG. 1 is a process diagram of the present application.
Detailed Description
The following description of the embodiments of the present application will be made clearly and completely with reference to the accompanying drawings, in which it is apparent that the embodiments described are only some embodiments of the present application, but not all embodiments. All other embodiments, which can be made by those skilled in the art based on the embodiments of the application without making any inventive effort, are intended to be within the scope of the application.
Example 1
Referring to fig. 1, the present application provides a network adaptive mobile application data loading method, which specifically includes steps S1 to S4.
Step S1: firstly, acquiring a current network, classifying the current network into a cellular network and a Wi-Fi network, identifying the current network, and simultaneously analyzing the cellular network and the Wi-Fi network to load and analyze mobile application data. Specifically, the network is identified as the existing mature technology, when the user uses the mobile phone to surf the internet, if the user jumps from the local area network connected with Wi-Fi to the mobile phone traffic, the mobile phone traffic is automatically displayed on the screen at the moment, and redundant description is omitted.
Step S2: the mobile application data comprises text data and picture data, the text data is compared by the speed of the cellular network, different loading analysis is carried out on the text data according to different conditions, and the specific loading analysis mode of the cellular network on the text data is as follows:
step S21: acquiring a size record of text data as WD, then acquiring a network speed record of a cellular network in time ti as FSi, and calculating an average network speed record of the cellular network in time ti as FSp; specifically, the network speed and the bandwidth are the same, and the network speed and the bandwidth are exemplified by 1m=1024k, 1m/128 k=1024/128=8, and 100m=100/8=12.5M.
Step S22: comparing the text data size WD with the average network speed FSp, when WD > FSp, the text data exceeds the average network speed and needs to be loaded for the second time, otherwise when WD is less than or equal to FSp, the text data does not exceed the average network speed and can be directly loaded;
step S23: the specific mode of the secondary loading is as follows: firstly judging the parity of the text data WD, if the text data WD is even, equally dividing the text data WD into two equal parts, transmitting the equally divided text data WD for the second time, if the text data WD is odd, dividing the text data WD according to the largest odd and even parts, and loading the text data WD. To illustrate specifically, if the text data WD has a value of 9, it is divided by the maximum odd numbers 5 and 4.
Step S3: then, the size TD, the resolution TF, the network speed WS, the screen resolution PF and the network delay WY of the picture data are obtained, different loading analysis is carried out by calculating the adjustment standard value of the picture data, and the specific analysis mode is as follows:
step S31: comparing the resolution ratio TD of the picture data with the network speed WS, when the resolution ratio TD is larger than or equal to WS, indicating that the current network speed is low in loading the picture data, analyzing the picture data, otherwise, when the resolution ratio TD is smaller than WS, indicating that the current network speed can load the current picture data, and directly loading the current picture data;
step S32: then substituting the web speed WS, the web delay WY, the screen resolution PF and the picture data resolution TF into the formulaCalculating to obtain an adjustment standard B, wherein a1 and a2 are preset proportion coefficients, and meanwhile, comparing the adjustment standard B with a preset value YS, wherein YS is the preset proportion coefficient; specifically, the quality materialization value of the picture data is represented by the adjustment standard B;
step S33: when B is larger than or equal to YS, the adjustment standard exceeds a preset value YS, and delayed loading is needed, otherwise when B is smaller than YS, the adjustment standard does not exceed the preset value YS, and the adjustment standard is needed to be adjusted in the same resolution;
step S34: the same resolution adjustment is performed in the following manner: when the picture resolution TF exceeds the screen resolution PF, the picture resolution TF is adjusted to be consistent with the screen resolution PF, and when the picture resolution TF does not exceed the screen resolution PF, the picture resolution TF is still adjusted to be consistent with the screen resolution PF.
According to the method, the size of the picture data is firstly judged through the network speed according to the analysis of the actual application scene, if the current network speed can meet the requirement of loading the picture data, the picture data is directly loaded, otherwise, the picture data is required to be analyzed again, and whether the picture data needs to be loaded in a delayed mode is judged through calculating the adjustment standard of the picture data.
Step S4: after the cellular network performs different loading analysis on the mobile application data, the cellular network loads the mobile application data according to a loading analysis method.
Step S5: and after the mobile application data processed by the cellular network and the Wi-Fi network are analyzed, outputting according to an analyzed loading mode.
Example two
As a second embodiment of the present application, the difference between the second embodiment and the first embodiment is that, when the current network identified in step S2 is a Wi-Fi network, the specific loading manner of the text data and the picture data is as follows:
p1: firstly, obtaining text data WD and picture data TD, simultaneously calculating the sum of the sizes of the text data WD and the picture data TD to be used as ZD, then obtaining network speed SD of a Wi-Fi network, and comparing the two;
p2: when ZD > SD, the condition that the Wi-Fi network is slow to load when the two are loaded simultaneously is indicated, and secondary record is needed, otherwise, when ZD is less than or equal to SD, the condition that the Wi-Fi network can meet the condition of simultaneous loading when the two are loaded simultaneously is indicated, and the two are loaded simultaneously;
p3: and then analyzing the condition of secondary loading, comparing the text data WD with the picture data TD, when WD is more than or equal to TD, indicating that the data size of the text data WD exceeds the picture data size, loading the picture data TD preferentially, otherwise, when WD is less than TD, indicating that the data size of the text data WD does not exceed the picture data size, and loading the text data WD preferentially. Specifically, text data and picture data are compared, and data are loaded preferentially, when data with different sizes are loaded, the network can perform preferential loading, the preferential loading is shown by the size of the data, the data are loaded preferentially, and otherwise, the data are loaded in a large mode, more network speed is occupied, and the loading is delayed.
Example III
As an embodiment three of the present application, the difference between the embodiment one and the embodiment two is that when the Wi-Fi network loads text data and picture data, an asynchronous loading mode is adopted to load the text data and the picture data, and the specific loading mode is as follows:
a1: acquiring text data WD and picture data TD, preferentially loading the text data WD, and asynchronously loading the picture data TD;
a2: the specific asynchronous loading mode is as follows: the acquired picture data TD is marked as k, k=1, 2, …, m, and the data size of the single picture data TDk is marked as Tk, and the data sizes Tk are marked sequentially from small to large to generate sequential marks; specifically, the position of the picture data is not changed when the picture data is marked, the mark is only used for conveniently carrying out asynchronous loading processing on the picture data after the picture data is marked, and the position of the picture data is the original position;
a3: and then synchronously loading the picture data TD according to the sequence labels, and updating the loaded picture data to the corresponding component.
Example IV
As the fourth embodiment of the present application, emphasis is placed on the implementation of the first, second and third embodiments in combination.
Some of the data in the above formulas are numerical calculated by removing their dimensionality, and the contents not described in detail in the present specification are all well known in the prior art.
The above embodiments are only for illustrating the technical method of the present application and not for limiting the same, and it should be understood by those skilled in the art that the technical method of the present application may be modified or substituted without departing from the spirit and scope of the technical method of the present application.
Claims (1)
1. The network self-adaptive mobile application data loading method is characterized by comprising the following steps of:
step S1: firstly, acquiring a current network, identifying whether the current network is a cellular network or a Wi-Fi network, and simultaneously respectively analyzing the cellular network and the Wi-Fi network to load and analyze mobile application data;
step S2: the mobile application data comprises text data and picture data, the text data is compared by the speed of a cellular network, whether the text data is directly loaded or needs to be loaded secondarily is judged, then the text data is loaded secondarily in a specific analysis mode, and the text data is loaded in the specific analysis mode as follows:
step S21: acquiring a size record of text data as WD, then acquiring a network speed record of a cellular network in time ti as FSi, and calculating an average network speed record of the cellular network in time ti as FSp;
step S22: comparing the text data size WD with the average network speed FSp, when WD > FSp, the text data exceeds the average network speed and needs to be loaded for the second time, otherwise when WD is less than or equal to FSp, the text data does not exceed the average network speed, no processing is needed, and the text data is directly loaded;
step S23: the specific mode of the secondary loading is as follows: firstly judging the parity of text data WD, if the text data WD is even, equally dividing the text data WD into two equal parts, transmitting the equally divided text data WD for the second time, if the text data WD is odd, dividing the text data WD according to the largest odd and even parts, and loading the text data WD;
step S3: then, the size, the resolution, the network speed, the screen resolution and the network delay of the picture data are obtained, whether the picture data are subjected to delayed loading or are subjected to adjustment loading is judged by calculating the adjustment standard value of the picture data, and the specific loading analysis mode of the picture data is as follows:
step S31: comparing the resolution ratio TD of the picture data with the network speed WS, when the resolution ratio TD is larger than or equal to WS, indicating that the current network speed is low in speed of loading the picture data and needs to be analyzed, otherwise, when the resolution ratio TD is smaller than WS, indicating that the current network speed can load the current picture data, and directly loading the current picture data without any processing;
step S32: then substituting the web speed WS, the web delay WY, the screen resolution PF and the picture data resolution TF into the formulaCalculating to obtain an adjustment standard B, wherein a1 and a2 are both preset proportion coefficients, simultaneously comparing the adjustment standard B with a preset value YS, wherein YS is a preset proportion coefficient, and the specific comparison between the adjustment standard B and the preset value YS is as follows:
step S33: when B is larger than or equal to YS, the adjustment standard exceeds a preset value YS, and delayed loading is needed, otherwise when B is smaller than YS, the adjustment standard does not exceed the preset value YS, and the adjustment standard is needed to be adjusted in the same resolution;
step S34: the same resolution adjustment is performed in the following manner: when the picture resolution TF exceeds the screen resolution PF, the picture resolution TF is adjusted to be consistent with the screen resolution PF, and when the picture resolution TF does not exceed the screen resolution PF, the picture resolution TF is still adjusted to be consistent with the screen resolution PF;
step S4: when the Wi-Fi network is judged, loading the text data and the picture data, determining a loading mode by comparing the relation between the sum of the sizes of the text data and the picture data and the speed of the Wi-Fi network, and loading the text data and the picture data in an asynchronous loading mode, wherein the specific loading mode of the Wi-Fi network to the text data and the picture data is as follows:
p1: firstly, obtaining text data WD and picture data TD, simultaneously calculating the sum of the sizes of the text data WD and the picture data TD to be used as ZD, then obtaining network speed SD of a Wi-Fi network, and comparing the two;
p2: when ZD > SD, the condition that the Wi-Fi network is slow to load when the two are loaded simultaneously is indicated, and secondary record is needed, otherwise, when ZD is less than or equal to SD, the condition that the Wi-Fi network can meet the condition of simultaneous loading when the two are loaded simultaneously is indicated, and the two are loaded simultaneously;
p3: then analyzing the condition of secondary loading, comparing the text data WD with the picture data TD, when WD is more than or equal to TD, indicating that the data size of the text data WD exceeds the picture data size, loading the picture data TD preferentially, otherwise, when WD is less than TD, indicating that the data size of the text data WD does not exceed the picture data size, and loading the text data WD preferentially;
the Wi-Fi network adopts a specific mode of asynchronous loading to text data and picture data as follows:
a1: acquiring text data WD and picture data TD, preferentially loading the text data WD, and asynchronously loading the picture data TD;
a2: the specific asynchronous loading mode is as follows: the acquired picture data TD is marked as k, k=1, 2, …, m, and the data size of the single picture data TDk is marked as Tk, and the data sizes Tk are marked sequentially from small to large to generate sequential marks;
a3: then synchronously loading the picture data TD according to the sequence labels, and updating the loaded picture data to the corresponding component;
step S5: and after the mobile application data processed by the cellular network and the Wi-Fi network are analyzed, outputting according to an analyzed loading mode.
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