WO2020133417A1

WO2020133417A1 - Application bucket adjusting method and apparatus, and storage medium and electronic device

Info

Publication number: WO2020133417A1
Application number: PCT/CN2018/125647
Authority: WO
Inventors: 帅朝春; 张寅祥; 陆天洋; 戴堃; 吴建文
Original assignee: 深圳市欢太科技有限公司; Oppo广东移动通信有限公司
Priority date: 2018-12-29
Filing date: 2018-12-29
Publication date: 2020-07-02
Also published as: CN112997539A; CN112997539B

Abstract

Provided are an application bucket adjusting method and apparatus, and a storage medium and an electronic device. The application bucket adjusting method comprises: acquiring usage information of each application within a historical time period; determining the current time point; adjusting, according to the usage information, the priority of each application at the current time point; and adjusting, based on the priority, applications in a plurality of levels of application standby buckets.

Description

Application group adjustment method, device, storage medium and electronic equipment

Technical field

This application relates to the field of electronic technology, and in particular, to an application group adjustment method, device, storage medium, and electronic equipment.

Background technique

Currently, many mobile electronic devices use the Android operating system. Among them, the Android system includes an application standby grouping function. The application standby grouping function is a power management function. The application standby group includes the following five groups: Active (Active), Working (Setting), Frequent (Frequent), Rare (Rare), and Occasionally (Apply is not frequently used). The system will divide each application into one of the above groups according to the usage of each application, and each group has different restrictions on the scheduling of device resources.

Summary of the invention

Embodiments of the present application provide an application grouping adjustment method, apparatus, storage medium, and electronic equipment, which can effectively manage and control resource consumption of electronic equipment.

In a first aspect, an embodiment of the present application provides an application grouping adjustment method, which is applied to an electronic device. The operating system of the electronic device includes multiple levels of application standby groups. The application standby group with a higher grouping level is configured The stronger the scheduling capability of the electronic equipment resources, the method includes:

Obtain the usage information of each application in the historical time period;

Determine the current time;

Adjust the priority of each application at the current time according to the usage information;

Based on the priority, the applications in the multiple application standby groups are adjusted.

In a second aspect, an embodiment of the present application provides an application grouping adjustment apparatus, which is applied to an electronic device. The operating system of the electronic device includes multiple levels of application standby groups. The application standby group with a higher grouping level is configured The stronger the scheduling capability of the electronic equipment resources, the device includes:

The information acquisition module is used to acquire the usage information of each application in the historical time period;

The determination module is used to determine the current time point;

A level adjustment module, configured to adjust the priority of each application at the current time according to the usage information;

The grouping adjustment module is used to adjust the applications in the application standby group based on the priority.

In a third aspect, an embodiment of the present application provides a storage medium in which multiple instructions are stored, and the instructions are adapted to be loaded by a processor to perform the following steps:

Obtain the usage information of each application in the historical time period;

Determine the current time;

The applications in the application standby group of multiple levels are adjusted based on the priority, wherein the application standby group with a higher group level is configured to have a stronger scheduling capability for the resources of the electronic device.

According to a fourth aspect, an embodiment of the present application provides an electronic device, including a processor and a storage medium, where multiple instructions are stored in the storage medium, and the operating system of the electronic device includes multiple levels of application standby packets, and the packet levels The higher the application standby packet is configured to have the stronger ability to schedule the resources of the electronic device, the processor loads the instruction to perform the following steps:

Obtain the usage information of each application in the historical time period;

Determine the current time;

BRIEF DESCRIPTION

In order to more clearly explain the technical solutions in the embodiments of the present application, the drawings required in the description of the embodiments will be briefly introduced below. Obviously, the drawings in the following description are only some embodiments of the present application. For those skilled in the art, without paying any creative labor, other drawings can also be obtained based on these drawings.

For a more complete understanding of the present application and its beneficial effects, the following description will be made in conjunction with the accompanying drawings, wherein the same reference numerals in the following description indicate the same parts.

FIG. 1 is a first schematic flowchart of an application group adjustment method provided by an embodiment of the present application.

FIG. 2 is a second schematic flowchart of an application group adjustment method provided by an embodiment of the present application.

FIG. 3 is a schematic diagram of an application scenario of an application group adjustment method provided by an embodiment of the present application.

FIG. 4 is a first schematic structural diagram of an application packet adjustment device provided by an embodiment of the present application.

FIG. 5 is a second schematic structural diagram of an application packet adjustment device provided by an embodiment of the present application.

6 is a third schematic structural diagram of an application packet adjustment device provided by an embodiment of the present application.

7 is a schematic structural diagram of an electronic device provided by an embodiment of the present application.

FIG. 8 is another schematic structural diagram of an electronic device provided by an embodiment of the present application.

detailed description

The technical solutions in the embodiments of the present application will be described clearly and completely with reference to the drawings in the embodiments of the present application. Obviously, the described embodiments are only a part of the embodiments of the present application, but not all the embodiments. Based on the embodiments in the present application, all other embodiments obtained by those skilled in the art without making creative work fall within the protection scope of the present application.

Embodiments of the present application provide an application grouping adjustment method, device, storage medium, and electronic equipment, which will be described in detail below.

As shown in Figure 1, the grouping adjustment method is applied to electronic devices. The electronic device may be a smart terminal such as a smart phone or a tablet computer. Among them, multiple applications are installed in the electronic device. The operating system of the electronic device may include multiple levels of application standby packets, and application standby packets with a higher packet level are configured to have a stronger ability to schedule electronic device resources. For example, the operating system may be an Android (Android) operating system, and multiple levels of application standby grouping may be a power framework under the Android operating system.

Currently, many mobile electronic devices use the Android operating system. Among them, the Android system includes an application standby grouping function. The application standby grouping function is a power management function. The application standby group includes the following five groups, namely: active (the application is being used), working (the application is frequently used), commonly used (the application is often used but not every day), rarely (the application is rarely used), Occasionally (applications are used occasionally). The system will divide each application into one of the above groups according to the usage of each application, and each group has different restrictions on the scheduling of device resources. Among them, in terms of scheduling capability of device resources, active grouping, working grouping, common grouping, rare grouping, and occasional grouping decrease in sequence. For example, the scheduling capability of applications in active grouping on device resources is configured to be stronger than working groupings. The ability to schedule equipment resources of applications that are divided into work groups is configured to be stronger than commonly used groups. However, in the related art, the device of the Android system divides an application into one of the five groups according to the usage behavior of the application, that is, the device has poor flexibility in adjusting the application standby group.

Based on this, the application group adjustment method provided immediately at the time of this application may include the following processes:

101. Obtain usage information of each application in a historical time period.

The application mentioned in this embodiment may be any application installed on the electronic device, such as an office application, a social application, a game application, a shopping application, and so on.

In some embodiments, the usage information of the application may be a usage record of the application, such as a record of the opening time of each application. In actual applications, since the application is installed, the usage information of each installed application can be recorded, converted into corresponding data and stored in a preset storage area. When you need to use the usage information of an application or applications, you can retrieve the data corresponding to the application or applications within a certain period of time from the storage area, and analyze the obtained data to obtain the corresponding Information, as the usage information of the certain application or applications in the historical time period. The historical time period may be the past month, the most recent week, and so on.

In specific implementation, the sampling time point can be set to monitor the usage records of each application for each application. If you want to obtain high-precision results, you can set the collection time point more densely, such as every 1 minute is a sampling time point; if you want to save the resources of electronic equipment and do not require the accuracy of the result, you can Set the sampling time point loosely, for example, every 10 minutes is a sampling time point.

In the specific implementation process, in order to reduce the power consumption of the electronic device and save the terminal resources of the electronic device, you can directly set the required recording time period, and then record the usage information of the sample application at each sampling time point within the time period That’s it for later use.

In the embodiment of the present application, in order to further reduce power consumption, the operation of acquiring usage information of each application may be set to be triggered only when the electronic device is in a standby state.

102. Determine the current time.

Specifically, a timer can be integrated in the electronic device to detect the current time information in real time, such as a time stamp. Then, convert the obtained timestamp to the time information in the current common time format, such as xx year xx month xx day xx hour xx minutes xx seconds, and can also be converted into week xx, week xx, xx hours xx minutes xx seconds, etc. .

103. Adjust the priority of each application at the current time according to the usage information.

Specifically, the usage information of each application can be counted, and it can be concluded that users often use high-frequency applications at different time points according to the statistical results, as a habit of using applications by users, to prioritize applications.

In actual applications, a prediction algorithm model (such as a mixed Gaussian algorithm model and a convolutional neural network algorithm model) of application usage can be constructed based on the usage information of each application, so as to adjust the priority of each application at different time points according to the prediction results.

104. Adjust applications in multiple application standby groups based on priority.

Specifically, the applications configured in the application standby group can be adjusted according to the priority order of the electronic devices at the current time point, so as to dynamically adjust each level under the power frame according to the user's usage habits and the current time point The applications in the group make it possible to reduce the resource consumption of electronic devices without closing the applications.

In some embodiments, other status parameters of the electronic device may also be introduced to further adjust and control the application standby group at each level. For example, the state parameter may be a power parameter of an electronic device, a network state parameter, a motion state parameter, and so on.

Specifically, referring to FIG. 2, taking the power parameter as an example, before adjusting applications in multiple application standby groups based on priority, the following process is also included:

105. Obtain the current power of the current electronic device;

The step "adjusting applications in multiple application standby groups based on priority" may include the following process:

1041. Determine the current power interval;

1042. Acquire the quantity distribution information of the number of applications in each application standby group under the power interval according to the preset mapping relationship, where the preset mapping relationship includes: the relationship between the quantity interval and the number distribution information of the number of applications in each application standby group Mapping relations;

1043. Based on the number distribution information and the priority, adjust the applications in the multiple application standby group.

The number distribution information is information about the number of applications correspondingly configured in the application standby group of each level. For example, there are five levels of application standby groups, the first level is the highest level, then the number distribution information can be set as follows: the number of applications configured for the first level application standby group is 3, and the second level of application standby group is configured The number of applications is 4, the third-level application standby group corresponds to 5 configured applications, the fourth-level application standby group corresponds to 6 configured applications, and the fifth-level application standby group corresponds to 7 configured applications .

In the embodiment of the present application, it is necessary to establish in advance a mapping relationship between the power interval and the number distribution information of the number of applications in each application standby group. First, divide the power area, assuming that the full power is 100%, the power can be divided into multiple intervals according to actual demand, such as 0-20%, 20%-40%, 40%-80%, 80%-100%, etc. Four battery intervals. Then, according to the power of each section, set the number of allowed applications in each level of the application standby group. In actual applications, the higher the power, the higher the number of applications allowed to be configured in the application standby group corresponding to the higher level. Correspondingly, the lower the number of applications allowed to be configured in the application standby group of the lower level; the lower the power , The lower the number of applications allowed to be configured in the application standby group corresponding to the higher level, the correspondingly, the greater the number of applications allowed to be configured in the application standby group at the lower level.

For example, the power range is 0-20%, the number of applications allowed to be configured in the corresponding highest level application standby group is 1, and the number of applications allowed to be configured in the corresponding lowest level application standby group is 10. The power range is 80-100%, and the number of applications allowed to be configured in the corresponding highest-level application standby group is 5 The number of applications allowed to be configured in the corresponding highest-level application standby group is 5.

In some embodiments, the step "adjusting applications in multiple application standby groups based on the number distribution information and priority" may include the following process:

According to the number distribution information, the corresponding number of applications are screened in order from high to low priority to obtain multiple application sets;

Match the application standby groups of multiple levels with multiple application sets according to the order of grouping levels;

Replace the applications in each application standby group with the applications in the matched application set.

Specifically, according to the number distribution information, when filtering the corresponding number of applications in order of priority from high to low, it is assumed that there are 10 applications in the order of priority from high to low: A, B, C, D, E, F, G, H, I, J, the grouping level is five levels, and the quantity distribution information from the high level to the low level is: 1, 1, 2, 3, 3. Then, according to the number of grouping levels, five sets can be selected from multiple applications, namely set 1{A}, set 2{B}, set 3{C, D}, set 4{E, F, G} , Collection 5{H, I, J}. Then, the corresponding application set can be matched for each level according to the order of the grouping levels, so as to replace the applications in each application standby group with the applications in the matched application set.

In some embodiments, the step of "matching application standby groups of multiple levels with multiple application sets in the order of packet hierarchy" may include the following processes:

Set an aggregation level for multiple application sets. Among the two application sets adjacent to the aggregation level, the priority of the application in the high-level application set is higher than the priority of the application in the low-level application set;

According to the order of the collection level from high to low, and the grouping level from high to low, the multiple application sets are matched with the multiple application standby groups in a one-to-one correspondence.

Specifically, in order to improve the matching speed and the probability of effective matching, an aggregation level may be set for multiple application aggregations. For example, set 1{A} to the first level (that is, the highest level), set 2{B} to the second level, set 3{C, D} to the third level, and set 4{E, F, G } Set to the fourth level and set 5{H, I, J} to the fifth level (ie the lowest level). Then, according to the order of the collection level from high to low, and the grouping level from high to low, set 1 is matched with the application standby group of the first level, set 2 is matched with the application standby group of the second level, and set 3 Match with the third-level application standby group, and so on.

In some embodiments, the step "replace applications in each application standby group with applications in the matched application set" may include the following process:

Filter out applications that are different from the matched application set from the current application standby group;

Remove different applications from the current application standby group;

Update the applications in the matched application set that are different from the current application standby group to the current application standby group.

Specifically, when an application in each application standby group is replaced with an application in the matched application set, the same application in the current application standby group and the matched application set can be retained, and different applications are standby from the current application The group is removed, and the applications in the matched application set that are different from the current application standby group are updated to the current application standby group to implement application replacement.

Based on the above embodiments, there may be multiple ways to obtain usage information of each application in the historical time period in the embodiments of the present application, as follows:

In some embodiments, the historical time period includes multiple time periods, and each time period is divided into multiple sampling periods; with continued reference to FIG. 2, the step "obtaining usage information of each application in the historical time period" may include the following process:

1011. Obtain usage information corresponding to each application in each sampling period;

1012. Process the usage information corresponding to the same sampling period of each application in different time periods to obtain usage probabilities corresponding to different sampling periods of the applications in the time period.

Assuming that there are N applications installed in the electronic device, for the N applications, the same sampling period of each application in each day of the past week is counted (if a day can include 24 hours, the first hour of Monday and the The first hour is the same sampling period; then the 24th hour on Monday and the 24th hour on Sunday are the same sampling period) The number of times in the foreground is recorded as X = [x ₁ , x ₂ , x ₃ , x ₄ , x _i …, x ₂₄ ], where x _i represents the number of uses of the application at the ith hour of each day of the past week.

For example, taking Monday to Sunday as the historical time period as an example, if in these 7 days, 3 of them use the application A from 12:00 noon to 20:00 noon, and do not use WeChat at other times. Then the statistical results of the user's application A usage information can be shown in Table 1 below:

应用application	x ₁ x ₁	......	x ₁₂ x ₁₂	......	x ₂₀ x ₂₀	......	x ₂₄ x ₂₄
应用AApplication A	00	00	33	33	33	00	00
应用BApplication B	......	......	......	......	......	......	......
……	......	......	......	......	......	......	......
……	......	......	......	......	......	......	......

Table 1

In some embodiments, the usage information of the acquired applications may be preprocessed to calculate the usage probability of each application in different sampling periods, to further obtain the probability distribution of the usage change of each application with time, and The training samples are generated in one-to-one correspondence with the use probability. Then, the preset algorithm model can be trained based on the generated training samples to obtain an algorithm model that can predict the application use probability at different time points.

For example, the training samples generated above can be input into a preset mixed Gaussian model, and the relevant parameters in the preset mixed Gaussian model can be continuously modified according to the input training samples, so that the trained mixed Gaussian model can be applied to All training samples are used to predict the application usage probability at different time points.

With continued reference to FIG. 2, in some embodiments, the step "adjust the priority of each application at the current time point according to the usage information" may include the following process:

1031. Determine the target sampling period corresponding to the current time point from multiple sampling periods;

1032. Obtain the target use probability corresponding to each application in the target sampling period;

1033. Adjust the priority of each application based on the target usage probability.

For example, if the current time point is 8:10 on Tuesday, the corresponding target sampling period may be determined to be the 9th hour from multiple sampling periods (such as the above-mentioned 24 hours). Then, it is sufficient to obtain the use probability corresponding to each application in the 9th hour, and adjust the priority of each application based on the use probability.

In some embodiments, the usage information includes usage frequency and duration; then the step "process the usage information corresponding to the same sampling period of each application in different time periods to obtain the corresponding correspondences of different sampling periods of each application in the time period "Probability of use" can include the following processes:

Probability calculations are respectively performed on the usage frequency and duration of the same sampling period of each application in different time periods to obtain the first probability corresponding to the usage frequency of each application and the second probability corresponding to the running duration under different sampling periods;

According to the preset weight setting, the first probability and the second probability are weighted, and the use probability of each application in different sampling periods is calculated.

Specifically, when calculating the probability of the usage frequency corresponding to the same sampling period in different time periods for each application, you can count the usage in the same sampling period in different time periods (such as 12:00 to 13:00 every day) The total number of applications, and then count the sum of the number of times the target application needs to be calculated in the same sampling period in different time periods (ie, 12:00 to 13:00 every day), and finally calculate the ratio, which is the target application The first probability corresponding to the frequency of use in the sampling period (ie, 12:00 to 13:00). By analogy, the first probability corresponding to the use frequency of each application under different sampling periods can be calculated.

Similarly, when the probability calculation is performed separately for the usage duration corresponding to the same sampling period in different time periods for each application, the same sampling period in different time periods (such as 12:00 to 13:00 every day) can be counted Use the total duration of the application, and then count the sum of the duration of the target application that needs to be calculated in the same sampling period in different time periods (such as 12:00 to 13:00 every day), and finally calculate the ratio, which is the target The second probability corresponding to the usage duration under the sampling period (that is, 12:00 to 13:00) is applied. By analogy, the second probability corresponding to the usage duration of each application in different sampling periods can be calculated.

The preset weight can be set by the product manufacturer, for example, the weight corresponding to the use frequency is set to 40%, and the weight corresponding to the use time is set to 60%.

In some embodiments, the usage information may also include other application usage parameters, such as the length of time the foreground runs, power consumption, and so on.

It can be seen from the above that the application grouping adjustment method provided by the embodiment of the present application obtains the usage information of each application in the historical time period; determines the current time point; and adjusts the priority of each application at the current time point according to the usage information; Based on the priority, the applications in the application standby group of multiple levels are adjusted. The solution of the present application can dynamically adjust the applications in each level group under the power framework in real time according to the user's usage habits, and achieve the purpose of reducing the resource consumption of electronic devices without closing the applications.

In some embodiments, referring to FIG. 3, FIG. 3 is a schematic diagram of an application scenario of an application grouping adjustment method provided in an embodiment of the present application.

Specifically, it is assumed that there are 5 levels of application standby groups under the current operating system of the electronic device, and the preset power ranges are: 0-20%, 20%-40%, 40%-80%, and 80%-100%. Referring to FIG. 3, assuming that the standby group of each application in the figure gradually decreases from the top to the lower level, when the electronic device is in the standby mode, the application standby group adjustment mode is triggered to start, at this time the electronic device can obtain each application in the past week (assuming There are 11 applications such as application 1 to application 11 installed in the electronic device. Then, according to the usage information, the priority of each application under the current time point (that is, Monday 11:10) is adjusted to obtain the priority from high to The result of the low order is: application 1 to application 11, when the power is 90%, and the power interval is 80%-100%, then obtain the application number distribution information of the application standby group at each level under the power interval (assuming The order from high to low is: 2, 3, 3, 2, 1), then the configuration of the application standby group at the current time can refer to Figure 3(a). The application standby group at each level is from high level to low level The application distribution is: application 1, application 2; application 3, application 4, application 5; application 6, application 7, application 8; application 9, application 10; application 11.

When detecting that the current time point is 12:20, the electronic device can obtain the usage information of each application in the past week, and then, according to the usage information, adjust the priority of each application under the current time point (that is, Monday 12:20) , The results of the priority order from high to low are: Application 3, Application 4, Application 6, Application 7, Application 8, Application 1, Application 2, Application 5, Application 11, Application 10, Application 9. At this time, the power is 85%, and the power interval is between 80% and 100%, which is the same as when the power is 90%. Therefore, the distribution information of the number of applications in the application standby group at each level remains unchanged. Refer to Figure 3(b) for the configuration of the application standby group at the current time point. The application distribution of the application standby group at each level from the upper level to the lower level is: application 3, application 4; application 6, application 7, application 8; Application 1, Application 2, Application 5; Application 11, Application 10; Application 9.

When detecting that the current time is 12:50, the electronic device can obtain the usage information of each application in the past week, and then, according to the usage information, adjust the priority of each application under the current time (ie, 12:50 on Monday) , The order of priority from high to low is still as follows: application 3, application 4, application 6, application 7, application 8, application 1, application 2, application 5, application 11, application 10, application 9. At this time, the power is 75%, and the power range is 40%-80%, then obtain the distribution information of the number of applications in the application standby group of each level under the power range (assuming that the order from high to low is: 1, 3, 3 , 3, 1). For the configuration of the application standby group at the current time, please refer to FIG. 3(c). Since the priority arrangement has not changed, the application distribution of the application standby group at each level from the upper level to the lower level is: application 3; Application 4, Application 6, Application 7; Application 8, Application 1, Application 2; Application 5, Application 11, Application 10; Application 9.

The solution of this application can dynamically adjust the applications in the application standby group of each level under the power framework in real time based on the user's usage habits, combined with the current timestamp and the status information of the electronic device (such as power, network status, etc.). Under the premise, the purpose of reducing the consumption of electronic equipment resources is achieved, and the consumption of electronic equipment resources is effectively controlled.

An embodiment of the present application further provides an application group adjustment device 300, which may be integrated in an electronic device, which may be a smart terminal device such as a smart phone, a tablet computer, or the like, and multiple applications are installed in the electronic device.

As shown in FIG. 4, the application group adjustment device 300 may include: an information acquisition module 31, a determination module 32, a level adjustment module 33, and a group adjustment module 34. among them:

The information obtaining module 31 is used to obtain the usage information of each application in the historical time period;

The determination module 32 is used to determine the current time point;

The level adjustment module 33 is used to adjust the priority of each application at the current time according to the usage information;

The grouping adjustment module 34 is configured to adjust applications in a plurality of application standby groups based on the priority.

In some embodiments, the historical time period includes multiple time periods, and each time period is divided into multiple sampling periods; the information acquisition module 31 is used to:

Obtain usage information corresponding to each application in each sampling period;

The usage information corresponding to the same sampling period of each application in different time periods is processed to obtain the usage probability of each application corresponding to different sampling periods in the time period.

Referring to FIG. 5, the level adjustment module 33 may include:

The first determining submodule 331 is configured to determine a target sampling period corresponding to the current time point from the plurality of sampling periods;

The first obtaining sub-module 332 is used to obtain the target use probability corresponding to each application during the target sampling period;

The first adjustment sub-module 333 is used to adjust the priority of each application based on the target use probability.

In some embodiments, the usage information includes usage frequency and duration;

The first obtaining sub-module is used to:

According to the preset weight setting, the first probability and the second probability are weighted, and the usage probabilities of each application in different sampling periods are calculated.

In some embodiments, referring to FIG. 6, the device 300 may further include:

The power quantity obtaining module 35 is configured to obtain the current power quantity of the current electronic device before adjusting the applications in the multiple application standby groups based on the priority;

With continued reference to FIG. 6, the grouping adjustment module 34 may include:

A second determination sub-module 341, configured to determine a power interval where the current power is located;

The second obtaining submodule 342 is configured to obtain quantity distribution information of the number of applications in each application standby group under the power interval according to a preset mapping relationship, where the preset mapping relationship includes: the power interval and each application standby group The mapping relationship between the quantity distribution information of the number of applications in

The second adjustment sub-module 343 is configured to adjust applications in a plurality of application standby groups based on the number distribution information and the priority.

In some embodiments, the second adjustment sub-module 343 may be used to:

Matching the application standby groups of the multiple levels with multiple application sets according to the order of the packet levels;

As can be seen from the above, an embodiment of the present application provides an application grouping adjustment device, which obtains the usage information of each application in a historical time period; determines the current time point; and adjusts the priority of each application at the current time point according to the usage information Level; adjust the applications in the application standby group of multiple levels based on the priority. The solution of the present application can dynamically adjust the applications in each level group under the power framework in real time according to the user's usage habits, and achieve the purpose of reducing the resource consumption of electronic devices without closing the applications.

An embodiment of the present application also provides an electronic device, and multiple applications are installed in the electronic device. Referring to FIG. 7, the electronic device 500 includes a processor 501 and a memory 502. The processor 501 and the memory 502 are electrically connected.

The processor 500 is the control center of the electronic device 500, which uses various interfaces and lines to connect the various parts of the entire electronic device, executes or loads the computer program stored in the memory 502, and calls the data stored in the memory 502 to execute The electronic device 500 performs various functions and processes data to perform overall monitoring of the electronic device 500.

The memory 502 can be used to store software programs and modules. The processor 501 runs computer programs and modules stored in the memory 502 to execute various functional applications and data processing. The memory 502 may mainly include a storage program area and a storage data area, wherein the storage program area may store an operating system, a computer program required for at least one function, and the like; the storage data area may store data created according to the use of electronic devices, and the like. In addition, the memory 502 may include a high-speed random access memory, and may also include a non-volatile memory, such as at least one magnetic disk storage device, a flash memory device, or other volatile solid-state storage devices. Accordingly, the memory 502 may further include a memory controller to provide the processor 501 with access to the memory 502.

In the embodiment of the present application, the processor 501 in the electronic device 500 will load the instructions corresponding to the process of one or more computer programs into the memory 502 according to the following steps, and the processor 501 runs and stores the instructions in the memory 502 The computer program in order to achieve various functions, as follows:

Obtain the usage information of each application in the historical time period;

Determine the current time;

In some embodiments, the historical time period includes multiple time periods, and each time period is divided into multiple sampling periods;

When acquiring the usage information of each application in the historical time period, the processor 501 performs the following steps:

When adjusting the priority of each application at the current time point according to the usage information, the processor 501 performs the following steps:

Determining a target sampling period corresponding to the current time point from the plurality of sampling periods;

Obtain the target use probability corresponding to each application during the target sampling period;

The priority of each application is adjusted based on the target use probability.

In some embodiments, the usage information includes usage frequency and duration; after processing usage information corresponding to the same sampling period of each application in different time periods, it is obtained that each application corresponds to a different sampling period in the time period When using the probability, the processor 501 performs the following steps:

In some embodiments, before adjusting applications in multiple application standby groups based on the priority, the processor 501 performs the following steps:

Get the current power of the current electronic device;

When adjusting applications in multiple application standby groups based on the priority, the processor 501 performs the following steps:

Determine the power interval where the current power is located;

Acquiring quantity distribution information of the number of applications in each application standby group under the power interval according to a preset mapping relationship, wherein the preset mapping relationship includes: between the quantity interval and the number distribution information of the number of applications in each application standby group Mapping relationship

Based on the number distribution information and the priority, the applications in the multiple application standby groups are adjusted.

In some embodiments, when adjusting applications in a plurality of application standby groups based on the number distribution information and the priority, the processor 501 performs the following steps:

In some embodiments, the processor 501 executes the following steps when matching the application standby packets of the multiple levels with multiple application sets according to the order of the packet levels.

Set an aggregation level to the plurality of application sets, wherein, in two application sets adjacent to the aggregation level, the priority of the application in the high-level application set is higher than the priority of the application in the low-level application set;

The multiple application sets are matched with the multiple application standby packets in a one-to-one correspondence in order of the set level from high to low and the grouping level from high to low.

In some embodiments, when the applications in each application standby group are replaced with applications in the matched application set, the processor 501 performs the following steps:

Remove the different applications from the current application standby group;

It can be seen from the above that the electronic device of the embodiment of the present application obtains the usage information of each application in the historical time period; determines the current time point; adjusts the priority of each application at the current time point according to the usage information; based on the Priority adjusts the applications in the application standby group at multiple levels. The solution of the present application can dynamically adjust the applications in each level group under the power framework in real time according to the user's usage habits, and achieve the purpose of reducing the resource consumption of electronic devices without closing the applications.

Please refer to FIG. 8 together. In some embodiments, the electronic device 500 may further include: a display 503, a radio frequency circuit 504, an audio circuit 505, and a power supply 506. Among them, the display 503, the radio frequency circuit 504, the audio circuit 505, and the power supply 506 are electrically connected to the processor 501, respectively.

The display 503 can be used to display information input by the user or provided to the user and various graphical user interfaces, which can be composed of graphics, text, icons, video, and any combination thereof.

The radio frequency circuit 504 can be used to send and receive radio frequency signals to establish wireless communication with network devices or other electronic devices through wireless communication, and send and receive signals with network devices or other electronic devices.

The audio circuit 505 can be used to provide an audio interface between a user and an electronic device through speakers and microphones.

The power supply 506 can be used to power various components of the electronic device 500. In some embodiments, the power supply 506 may be logically connected to the processor 501 through a power management system, so as to implement functions such as charging, discharging, and power consumption management through the power management system.

Although not shown in FIG. 8, the electronic device 500 may further include a camera, a Bluetooth module, etc., which will not be repeated here.

An embodiment of the present application also provides a storage medium that stores a computer program, and when the computer program is run on a computer, the computer is caused to execute the application grouping adjustment method in any of the foregoing embodiments, for example: acquiring historical time Use information of each application in the segment; determine the current time point; adjust the priority of each application at the current time point according to the use information; adjust the applications in the application standby group of multiple levels based on the priority, Among them, the application standby packet with a higher packet level is configured to have a stronger scheduling capability for the resources of the electronic device.

In the embodiment of the present application, the storage medium may be a magnetic disk, an optical disk, a read-only memory (Read Only Memory, ROM), or a random access memory (Random Access Memory, RAM), etc.

In the above embodiments, the description of each embodiment has its own emphasis. For a part that is not detailed in an embodiment, you can refer to the related descriptions of other embodiments.

It should be noted that, for the application group adjustment method of the embodiment of the present application, ordinary testers in the art can understand that all or part of the process of implementing the application group adjustment method of the embodiment of the present application can control related hardware through a computer program To complete, the computer program may be stored in a computer-readable storage medium, such as stored in the memory of the electronic device, and executed by at least one processor in the electronic device, during the execution process may include, for example, application group adjustment The process of the method embodiment. Among them, the storage medium may be a magnetic disk, an optical disk, a read-only memory, a random access memory, or the like.

For the application grouping adjustment device of the embodiment of the present application, each functional module may be integrated into one processing chip, or each module may exist alone physically, or two or more modules may be integrated into one module. The above integrated modules can be implemented in the form of hardware or software function modules. If the integrated module is implemented in the form of a software function module and sold or used as an independent product, it can also be stored in a computer-readable storage medium, such as a read-only memory, magnetic disk, or optical disk.

The application group adjustment method, device, storage medium, and electronic equipment provided in the embodiments of the present application are described in detail above. Specific examples are used in this article to explain the principles and implementation modes of the present application. It is only used to help understand the method of this application and its core idea; at the same time, for those skilled in the art, according to the idea of this application, there will be changes in the specific implementation and scope of application. In summary, this The content of the description should not be construed as a limitation of this application.

Claims

An application group adjustment method is applied to an electronic device, wherein the operating system of the electronic device includes multiple levels of application standby groups, and the application standby group with a higher group level is configured to schedule resources of the electronic device The stronger, the method includes:

Obtain the usage information of each application in the historical time period;

Determine the current time;

Adjust the priority of each application at the current time according to the usage information;

Based on the priority, the applications in the multiple application standby groups are adjusted.
The method for adjusting an application group according to claim 1, wherein the historical time period includes multiple time periods, and each time period is divided into multiple sampling periods;

The obtaining usage information of each application in the historical time period includes:

Obtain usage information corresponding to each application in each sampling period;

Processing the usage information corresponding to the same sampling period of each application in different time periods to obtain the usage probability of each application corresponding to different sampling periods in the time period;

The adjusting the priority of each application at the current time according to the usage information includes:

Determining a target sampling period corresponding to the current time point from the plurality of sampling periods;

Obtain the target use probability corresponding to each application during the target sampling period;

The priority of each application is adjusted based on the target use probability.
The method for adjusting an application group according to claim 2, wherein the usage information includes usage frequency and duration;

The processing the usage information corresponding to the same sampling period of each application in different time periods to obtain the usage probability corresponding to different sampling periods of the applications in the time period, including:

Probability calculations are respectively performed on the usage frequency and duration of the same sampling period of each application in different time periods to obtain the first probability corresponding to the usage frequency of each application and the second probability corresponding to the running duration under different sampling periods;

According to the preset weight setting, the first probability and the second probability are weighted, and the usage probabilities of each application in different sampling periods are calculated.
The method for adjusting an application group according to claim 1, wherein before adjusting applications in a plurality of application standby groups based on the priority, further comprising:

Get the current power of the current electronic device;

The adjusting the applications in the multiple application standby groups based on the priority includes:

Determine the power interval where the current power is located;

Acquiring quantity distribution information of the number of applications in each application standby group under the power interval according to a preset mapping relationship, wherein the preset mapping relationship includes: between the quantity interval and the number distribution information of the number of applications in each application standby group Mapping relationship

Based on the number distribution information and the priority, the applications in the multiple application standby groups are adjusted.
The method for adjusting an application group according to claim 4, wherein the adjusting the applications in a plurality of application standby groups based on the number distribution information and the priority includes:

According to the number distribution information, the corresponding number of applications are screened in order from high to low priority to obtain multiple application sets;

Matching the application standby groups of the multiple levels with multiple application sets according to the order of the packet levels;

Replace the applications in each application standby group with the applications in the matched application set.
The method for adjusting an application group according to claim 5, wherein the matching of the application standby group of the plurality of levels with a plurality of application sets according to the order of grouping levels includes:

Set an aggregation level to the plurality of application sets, wherein, in two application sets adjacent to the aggregation level, the priority of the application in the high-level application set is higher than the priority of the application in the low-level application set;

The multiple application sets are matched with the multiple application standby packets in a one-to-one correspondence in order of the set level from high to low and the grouping level from high to low.
The method for adjusting an application group according to claim 5, wherein the replacing the application in each application standby group with an application in the matched application set includes:

Filter out applications that are different from the matched application set from the current application standby group;

Remove the different applications from the current application standby group;

Update the applications in the matched application set that are different from the current application standby group to the current application standby group.
An application grouping adjustment device is applied to an electronic device, wherein the operating system of the electronic device includes multiple levels of application standby groups, and the application standby group with a higher group level is configured to schedule resources of the electronic device The stronger, the device includes:

The information acquisition module is used to acquire the usage information of each application in the historical time period;

The determination module is used to determine the current time point;

A level adjustment module, configured to adjust the priority of each application at the current time according to the usage information;

The grouping adjustment module is used to adjust the applications in the application standby group based on the priority.
The application grouping adjustment apparatus according to claim 8, wherein the historical time period includes multiple time periods, and each time period is divided into multiple sampling periods;

The information acquisition module is used to:

Obtain usage information corresponding to each application in each sampling period;

Processing the usage information corresponding to the same sampling period of each application in different time periods to obtain the usage probability of each application corresponding to different sampling periods in the time period;

The level adjustment module includes:

A first determining submodule, configured to determine a target sampling period corresponding to the current time point from the plurality of sampling periods;

A first obtaining submodule, configured to obtain a target use probability corresponding to each application during the target sampling period;

The first adjustment submodule is used to adjust the priority of each application based on the target use probability.
The application packet adjustment device according to claim 9, wherein the usage information includes a usage frequency and a usage duration;

The first obtaining sub-module is used to:

Probability calculations are respectively performed on the usage frequency and duration of the same sampling period of each application in different time periods to obtain the first probability corresponding to the usage frequency of each application and the second probability corresponding to the running duration under different sampling periods;

According to the preset weight setting, the first probability and the second probability are weighted, and the usage probabilities of each application in different sampling periods are calculated.
The application grouping adjustment apparatus according to claim 8, further comprising:

A power acquisition module, configured to acquire the current power of the current electronic device before adjusting the applications in the multiple application standby groups based on the priority;

The grouping adjustment module includes:

A second determination submodule, configured to determine a power interval where the current power is located;

The second obtaining submodule is configured to obtain the quantity distribution information of the number of applications in each application standby group under the power interval according to a preset mapping relationship, where the preset mapping relationship includes: the power interval and each application standby group Mapping relationship between quantity distribution information of application quantity;

The second adjustment sub-module is configured to adjust applications in a plurality of application standby groups based on the number distribution information and the priority.
The application grouping adjustment device according to claim 11, wherein the second adjustment submodule is used for:

According to the number distribution information, the corresponding number of applications are screened in order from high to low priority to obtain multiple application sets;

Matching the application standby groups of the multiple levels with multiple application sets according to the order of the packet levels;

Replace the applications in each application standby group with the applications in the matched application set.
A storage medium, wherein a plurality of instructions are stored in the storage medium, and the instructions are adapted to be loaded by a processor to perform the following steps:

Obtain the usage information of each application in the historical time period;

Determine the current time;

Adjust the priority of each application at the current time according to the usage information;

The applications in the application standby group of multiple levels are adjusted based on the priority, wherein the application standby group with a higher group level is configured to have a stronger scheduling capability for the resources of the electronic device.
An electronic device, which includes a processor and a storage medium, where multiple instructions are stored in the storage medium, an operating system of the electronic device includes multiple levels of application standby packets, and application standby packets with a higher packet level are It is configured that the stronger the scheduling capability of the electronic device resource, the processor loads the instruction to perform the following steps:

Obtain the usage information of each application in the historical time period;

Determine the current time;

Adjust the priority of each application at the current time according to the usage information;

Based on the priority, the applications in the multiple application standby groups are adjusted.
The electronic device according to claim 14, wherein the historical time period includes multiple time periods, and each time period is divided into multiple sampling periods;

When acquiring the usage information of each application in the historical time period, the processor performs the following steps:

Obtain usage information corresponding to each application in each sampling period;

The usage information corresponding to the same sampling period of each application in different time periods is processed to obtain the usage probability of each application corresponding to different sampling periods in the time period.

When adjusting the priority of each application at the current time point according to the usage information, the processor performs the following steps:

Determining a target sampling period corresponding to the current time point from the plurality of sampling periods;

Obtain the target use probability corresponding to each application during the target sampling period;

The priority of each application is adjusted based on the target use probability.
The electronic device according to claim 15, wherein the usage information includes usage frequency and duration;

When processing the usage information corresponding to the same sampling period of each application in different time periods to obtain the usage probability of each application corresponding to different sampling periods in the time period, the processor performs the following steps:

Probability calculations are respectively performed on the usage frequency and duration of the same sampling period of each application in different time periods to obtain the first probability corresponding to the usage frequency of each application and the second probability corresponding to the running duration under different sampling periods;

According to the preset weight setting, the first probability and the second probability are weighted, and the usage probabilities of each application in different sampling periods are calculated.
The electronic device according to claim 14, wherein, before adjusting applications in a plurality of application standby groups based on the priority, the processor performs the following steps:

Get the current power of the current electronic device;

When adjusting applications in multiple application standby groups based on the priority, the processor 501 performs the following steps:

Determine the power interval where the current power is located;

Acquiring quantity distribution information of the number of applications in each application standby group under the power interval according to a preset mapping relationship, wherein the preset mapping relationship includes: between the quantity interval and the number distribution information of the number of applications in each application standby group Mapping relationship

Based on the number distribution information and the priority, the applications in the multiple application standby groups are adjusted.
The electronic device according to claim 17, wherein when adjusting applications in a plurality of application standby groups based on the number distribution information and the priority, the processor performs the following steps:

According to the number distribution information, the corresponding number of applications are screened in order from high to low priority to obtain multiple application sets;

Matching the application standby groups of the multiple levels with multiple application sets according to the order of the packet levels;

Replace the applications in each application standby group with the applications in the matched application set.
The electronic device according to claim 18, wherein, when matching the application standby packets of the plurality of levels with the plurality of application sets in the order of packet hierarchy, the processor performs the following steps:

Set an aggregation level to the plurality of application sets, wherein, in two application sets adjacent to the aggregation level, the priority of the application in the high-level application set is higher than the priority of the application in the low-level application set;

The multiple application sets are matched with the multiple application standby packets in a one-to-one correspondence in order of the set level from high to low and the grouping level from high to low.
The electronic device according to claim 18, wherein when replacing the applications in each application standby group with the applications in the matched application set, the processor performs the following steps:

Filter out applications that are different from the matched application set from the current application standby group;

Remove the different applications from the current application standby group;

Update the applications in the matched application set that are different from the current application standby group to the current application standby group.