CN111107429A - Method, apparatus and computer readable storage medium for improving performance of television system - Google Patents
Method, apparatus and computer readable storage medium for improving performance of television system Download PDFInfo
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- CN111107429A CN111107429A CN201811261163.XA CN201811261163A CN111107429A CN 111107429 A CN111107429 A CN 111107429A CN 201811261163 A CN201811261163 A CN 201811261163A CN 111107429 A CN111107429 A CN 111107429A
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N21/00—Selective content distribution, e.g. interactive television or video on demand [VOD]
- H04N21/40—Client devices specifically adapted for the reception of or interaction with content, e.g. set-top-box [STB]; Operations thereof
- H04N21/43—Processing of content or additional data, e.g. demultiplexing additional data from a digital video stream; Elementary client operations, e.g. monitoring of home network or synchronising decoder's clock; Client middleware
- H04N21/442—Monitoring of processes or resources, e.g. detecting the failure of a recording device, monitoring the downstream bandwidth, the number of times a movie has been viewed, the storage space available from the internal hard disk
- H04N21/44213—Monitoring of end-user related data
-
- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F9/00—Arrangements for program control, e.g. control units
- G06F9/06—Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
- G06F9/46—Multiprogramming arrangements
- G06F9/48—Program initiating; Program switching, e.g. by interrupt
- G06F9/4806—Task transfer initiation or dispatching
- G06F9/4812—Task transfer initiation or dispatching by interrupt, e.g. masked
- G06F9/4831—Task transfer initiation or dispatching by interrupt, e.g. masked with variable priority
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N21/00—Selective content distribution, e.g. interactive television or video on demand [VOD]
- H04N21/40—Client devices specifically adapted for the reception of or interaction with content, e.g. set-top-box [STB]; Operations thereof
- H04N21/43—Processing of content or additional data, e.g. demultiplexing additional data from a digital video stream; Elementary client operations, e.g. monitoring of home network or synchronising decoder's clock; Client middleware
- H04N21/443—OS processes, e.g. booting an STB, implementing a Java virtual machine in an STB or power management in an STB
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N21/00—Selective content distribution, e.g. interactive television or video on demand [VOD]
- H04N21/40—Client devices specifically adapted for the reception of or interaction with content, e.g. set-top-box [STB]; Operations thereof
- H04N21/45—Management operations performed by the client for facilitating the reception of or the interaction with the content or administrating data related to the end-user or to the client device itself, e.g. learning user preferences for recommending movies, resolving scheduling conflicts
- H04N21/4508—Management of client data or end-user data
Abstract
The invention provides a method, a device and a computer readable storage medium for improving the performance of a television system, which are used for optimizing the smoothness of the operation of an intelligent television, collecting the use records of users on each application program and recording the operation parameters of each application program to dynamically determine the priority level; sequencing the application programs according to the priority levels of the application programs to obtain an application program priority level table; and when the system memory is insufficient, the system stops the application program with the lower priority level according to the sorting condition in the application program priority level table. When system resources are insufficient or a background application program is too many to cause system blocking, the application program with low priority level can be recovered, the background can retain 3-5 application programs with higher priority levels, the application program with low use frequency can be recovered, the memory can be saved, and the fluency of user experience is improved.
Description
Technical Field
The invention relates to the technical field of television software system optimization, in particular to a method and a device for improving the performance of a television system and a computer readable storage medium.
Background
With the rapid development of android platform smart televisions, more and more television models are developed, various smart televisions configured at high, middle and low ends can run various APP (application) applications, while smart televisions configured at low ends, such as low-memory and low-frequency CPUs, are slow to run APP applications and affect user experience, for example, for the same smart television configured at low ends, software commonly used by a user a is video playing software, so that the user a frequently uses various video software, while a user B commonly uses a television to play games, so that the game demand of the user B is very large, and how to meet two user requirements with different configuration demands under the condition of limited hardware, the existing technology needs to meet the requirements of both at the same time, and needs to load the software into a system, which makes EMMC space of the smart television insufficient, the starting time is too long, the problem of blocking in the use process is caused, the use experience of a user is seriously influenced, and the cognition degree of the user on the product is reduced.
Therefore, how to obtain better and smooth experience for the television configured at the low end is very important, and the method is also an important index for measuring the soft quality of the television product.
Accordingly, the prior art is yet to be improved and developed.
Disclosure of Invention
In view of the defects of the prior art, the invention provides a method for improving the performance of a television system to solve the defects and shortcomings of the prior art, and the method is characterized in that the running time and the use frequency of various application programs are monitored and recorded, and the priority level table of the application programs is dynamically formed, so that the application programs are optimized according to the priority levels of the application programs, the problems that the EMMC is insufficient and the use is too unsmooth when the application programs are used too much are solved, the use experience of the low-configuration intelligent television during running is further improved, and the intelligent television runs more quickly and smoothly.
The technical scheme adopted by the invention for solving the technical problem is as follows:
a method for improving the performance of a television system is used for optimizing the smoothness of the operation of an intelligent television and comprises the following steps:
collecting the use records of the user to each application program, and recording the operation parameters of each application program to dynamically determine the priority level;
sequencing the application programs according to the priority levels of the application programs to obtain an application program priority level table;
and when the system memory is insufficient, the system stops the application program with the lower priority level according to the sorting condition in the application program priority level table.
As a further improved technical solution, the collecting usage records of the user for each application program, and recording parameters of each application program to dynamically determine the priority level specifically includes the following steps:
after each application program is started, the activation management service program of the system collects the use condition of each application program;
recording operation parameters of each application program including a use frequency f1, an operation time t and a restart frequency f 2;
and calculating the priority level p according to the use frequency f1 and the restart frequency f2 in the operation parameters.
As a further improvement, the proportion of the usage frequency f1 in the calculation of the priority level p is lower than the restart frequency f 2.
As a further improved technical scheme, the method also comprises the following steps:
when the television is started, the system checks the application program priority level table, preferentially starts the application program with the highest priority level p, and prohibits the application program with the priority level p less than or equal to 0 from being started.
The invention also provides a device for improving the performance of the television system, which comprises a memory, a processor and a program which is stored on the memory and can be operated on the processor and is used for improving the performance of the television system, wherein when the program for improving the performance of the television system is executed by the processor, the following steps are realized:
collecting the use records of the user to each application program, and recording the operation parameters of each application program to dynamically determine the priority level;
sequencing the application programs according to the priority levels of the application programs to obtain an application program priority level table;
and when the system memory is insufficient, the system stops the application program with the lower priority level according to the sorting condition in the application program priority level table.
As a further improved technical solution, when executed by the processor, the program for improving the performance of the television system further implements the following steps:
after each application program is started, the activation management service program of the system collects the use condition of each application program;
recording operation parameters of each application program including a use frequency f1, an operation time t and a restart frequency f 2;
and calculating the priority level p according to the use frequency f1 and the restart frequency f2 in the operation parameters.
As a further improvement, the proportion of the usage frequency f1 in the numerical calculation of the priority level p is lower than the restart frequency f 2.
As a further improved technical solution, when executed by the processor, the program for improving the performance of the television system further implements the following steps:
when the television is started, the system checks the application program priority level table, preferentially starts the application program with the highest priority level p, and prohibits the application program with the priority level p less than or equal to 0 from being started.
The invention also provides a computer readable storage medium, which stores a program for improving the performance of the television system, and the program for improving the performance of the television system realizes the steps of the method for improving the performance of the television system when being executed by a processor.
Compared with the prior art, the invention utilizes the ActivityManagerService program of the startup management program of the application and the Service in the android system to monitor the life cycle parameters of the application program, records the time, the use frequency and the repetition frequency parameters of each started application program, calculates the priority level of each application program through the recorded parameters, the launch Manager Activity Manager Service program may then optimize the launched applications according to the priority levels of each application, when system resources are insufficient or background applications are too many to cause system hang, can recycle the application program with low priority level, the background can reserve 3-5 application programs with high priority level, and the application programs with low use frequency are recycled, so that the memory can be saved, and the fluency of the use experience of the user is improved.
Drawings
Fig. 1 is a process flow diagram of a preferred embodiment of the method of the present invention for improving the performance of a television system.
Fig. 2 is a block diagram of the schematic structure of the preferred embodiment of the apparatus for improving the performance of the television system of the present invention.
Detailed Description
In order to make the objects, technical solutions and advantages of the present invention clearer and clearer, the present invention is further described in detail below with reference to the accompanying drawings and examples. It should be understood that the specific embodiments described herein are merely illustrative of the invention and are not intended to limit the invention.
The application program operated by the Android platform television system is an apk file, and the apk file stays in a memory after being pushed out to a background, namely, the onStop life cycle is started, and the onstart life cycle is restarted when a user uses the application program next time, so that the user can quickly enter the program, a lot of initialization work is skipped, and the waiting time of the user is shortened. However, if the applications are started to the background after monitoring the broadcast in the boot process, if the applications are many, the problem of insufficient memory is caused, and then the system stuck phenomenon occurs. In order to solve the problem of insufficient system memory caused by gradual increase of background applications of the android system, the invention provides a solution, in the process of using an application program by a user, recording the time and frequency of software (namely an APP application program) application used by the user, and taking the record as an important index of system optimization decision so as to adjust a system optimization strategy according to the use behavior of the user.
In order to solve the above problems, the present invention provides a method for improving the performance of a television system, which is used for optimizing the smoothness of the operation of a smart television. Referring to fig. 1, fig. 1 is a flow chart of a preferred embodiment of the method for improving the performance of a television system according to the present invention, the method comprising the steps of:
step S100, collecting the use records of the user to each application program, and recording the operation parameters of each application program to dynamically determine the priority level.
Specifically, step S100 includes the implementation steps of,
step S101, after each application program is started, the activation management service program of the system collects the use condition of each application program. In the Android system, any application and service needs to be started through the management of an activityManagerservice (namely, an activated management service program (AMS), and when a user starts certain video playing software or game, the life cycle of each software is collected and monitored in the AMS internal logic, namely, the use condition of each application program is recorded.
In step S102, the running parameters of each application program including the use frequency f1, the running time t and the restart frequency f2 are recorded. The operation parameters of each application are collected and monitored by the AMS, for example, for each started application, the AMS stores a corresponding time and frequency table, for example, two application operation parameter tables in table 1 and table 2, as shown in table 1, the application package 1 is com.kamiya.game software, the AMS records the use frequency f1 of the application as 6 times, the restart frequency (onRestart frequency) f2 as 4 times, and the operation time t as 56 minutes (average value) during the system operation. As shown in table 2, the application package 2 is software named com, kamiya, video, and the AMS records the use frequency f1 of the application as 3 times, the restart frequency (onRestart frequency) f2 as 1 time, and the running time t as 80 minutes (average) during the system running process.
TABLE 1
| Application package name 1 | Com.kamiya.game |
| Using frequency f1 | 6 times of |
| onRestar frequency f2 | 4 times (twice) |
| Running time t | 56 minutes (average) |
| Priority p | P = 0.4*f1 + 0.6*f2 |
TABLE 2
| Application package name 2 | Com.kamiya.video |
| Using frequency f1 | 3 times of |
| onRestar frequency f2 | 1 time of |
| Running time t | 80 minutes (average value)） |
| Priority p | P = 0.4*f1 + 0.6*f2 |
And step S103, calculating a priority level p according to the use frequency f1 and the restart frequency f2 in the operation parameters. Specifically, the priority is calculated by using the formula p = (0.4 × f1) + (0.6 × f2) to obtain a priority p value, that is, the numerical ratio of the application use frequency f1 is 40%, and the numerical ratio of the restart frequency f2 of the application is 60%, so that the priority p value of each application is calculated.
Step S200, the application programs are sequenced according to the priority levels of the application programs to obtain an application program priority level table.
The priority levels of the respective applications in the step S100 are dynamically adjusted by continuously learning and updating, and therefore, the ranking of the applications is also dynamically adjusted, for example, the user a often plays games with the smart tv, so the frequency of use and the frequency of restart of the game applications are also correspondingly higher, the value of the priority level p is definitely also correspondingly higher, and when the 5 applications often used by the user a in the smart tv include the game APP and the video APP, the application priority level table can be as shown in table 3. 3 game APPs: the priority level p values of game APP1, game APP2, and game APP3 are p =8.1, p =7, p =5, respectively, ranked 3 bits before the priority level table, while the priority level p values of video APP4 and video APP5 of the video application class are p =2, p =1, respectively, ranked 2 bits after the priority level table.
TABLE 3
| Game APP1 | P= 8.1 |
| Game APP2 | P=7 |
| Game APP3 | P=5 |
| Video APP4 | P=2 |
| Video APP5 | P=1 |
For user B who likes to watch video software, the same 5 applications as user a are often used in his smart tv, and the application priority table can be shown in table 4, and for user B, 3 game APPs: the priority level p values of game APP1, game APP2, and game APP3 are p =6, p =3, p =1, respectively, ranked at the last 3 bits of the priority level table, while the priority level p values of video APP4 and video APP5 of the video application class are p =9.1, p =8.3, respectively, ranked at the first 2 bits of the priority level table.
TABLE 4
| Video APP4 | P= 8.1 |
| Video APP5 | P=7 |
| Game APP1 | P=5 |
| Game APP2 | P=2 |
| Game APP3 | P=1 |
Step 300, when the system memory is insufficient, the system stops the application program with lower priority according to the sorting condition in the application program priority table.
For the smart television adopting the android platform, the system is kept smooth, the optimization mechanism is very important, when the application program exits from the current interface and enters the background, the system does not directly end the process of the application program and does not recycle the memory of the process, so that when a user uses too many application programs, too many resources of the background program cannot be released, and finally the memory is insufficient, and the intuitive feeling brought to the user is that the system is unsmooth and unsmooth in card, therefore, when the system background application program is too much and the memory of the system is insufficient, the method carries out optimization processing on the system background application program based on the application program priority list obtained by the system, and for the background application program with lower priority, the process of the application program is stopped and the memory is recycled, preferably, the background only keeps 3-5 application programs with the highest priority level, namely several application programs frequently used by smart television users, and the application programs with low use frequency are recycled, so that unnecessary memory overhead can be saved, the fluency of the system is directly improved, and the user experience is improved.
Preferably, the technical solution of the preferred embodiment of the method of the present invention can further implement optimization, when the smart television is started, the system first checks the application priority level table, preferentially starts the application with the highest priority level p, and prohibits the startup of the application with the priority level p less than or equal to 0, because, when the priority level p of the application is less than or equal to 0, it indicates that the user does not use the application at all, and the startup can be directly prohibited when the system is started, so that the system can preferentially load and start the application arranged in front, and the user can quickly enter the use link. The method is more effective especially for the low-configuration intelligent television.
Fig. 2 is a schematic block diagram of an embodiment of the apparatus for improving performance of a television system according to the present invention, and fig. 2 is a schematic block diagram of the apparatus for improving performance of a television system according to the present invention. The apparatus for improving the performance of the television system comprises a memory 21, a processor 20 and a program 22 for improving the performance of the television system, which is stored in the memory 21 and can be run on the processor 20, wherein when the program 22 for improving the performance of the television system is executed by the processor 20, the following steps are implemented:
collecting the use records of the user to each application program, and recording the operation parameters of each application program to dynamically determine the priority level;
sequencing the application programs according to the priority levels of the application programs to obtain an application program priority level table;
and when the system memory is insufficient, the system stops the application program with the lower priority level according to the sorting condition in the application program priority level table.
The other steps of the program 22 for improving the performance of the television system are the same as those in the above preferred embodiment of the method, and reference may be made to the steps in the above preferred embodiment of the method, which are not described herein again.
The Processor 20 may be a Central Processing Unit (CPU), other general purpose Processor, a Digital Signal Processor (DSP), an Application Specific Integrated Circuit (ASIC), an off-the-shelf Programmable Gate Array (FPGA) or other Programmable logic device, discrete Gate or transistor logic device, discrete hardware component, etc. A general purpose processor may be a microprocessor or the processor may be any conventional processor or the like.
The storage 21 may be an internal storage unit of the apparatus for calculating a video bitrate, such as a hard disk or a memory of the apparatus for calculating a video bitrate. The memory 21 may also be an external storage device of the apparatus for calculating video bitrate, such as a plug-in hard disk, a Smart Media Card (SMC), a Secure Digital (SD) Card, a Flash memory Card (Flash Card), and the like, which are provided on the apparatus for calculating video bitrate. Further, the memory 21 may also include both an internal storage unit and an external storage device of the apparatus for calculating a video bitrate. The memory 21 is used for storing the computer program and other programs and data required by the apparatus for calculating a video bitrate. The memory 21 may also be used to temporarily store data that has been output or is to be output.
The invention also provides a computer readable storage medium, on which a program for improving the performance of a television system is stored, which, when executed by a processor, implements the above-mentioned method steps for improving the performance of a television system.
It should be understood that the above-mentioned embodiments are merely preferred examples of the present invention, and not restrictive, but rather, all the changes, substitutions, alterations and modifications that come within the spirit and scope of the invention as described above may be made by those skilled in the art, and all the changes, substitutions, alterations and modifications that fall within the scope of the appended claims should be construed as being included in the present invention.
Claims (9)
1. A method for improving the performance of a television system, comprising the steps of:
collecting the use records of the user to each application program, and recording the operation parameters of each application program to dynamically determine the priority level;
sequencing the application programs according to the priority levels of the application programs to obtain an application program priority level table;
and when the system memory is insufficient, the system stops the application program with the lower priority level according to the sorting condition in the application program priority level table.
2. The method of claim 1, wherein the step of collecting usage records of each application program from users and recording parameters of each application program to dynamically determine the priority level comprises the steps of:
after each application program is started, the activation management service program of the system collects the use condition of each application program;
recording operation parameters of each application program including a use frequency f1, an operation time t and a restart frequency f 2;
and calculating the priority level p according to the use frequency f1 and the restart frequency f2 in the operation parameters.
3. The method of claim 2, wherein the priority level p is calculated using a frequency f1 with a lower weight than a restart frequency f 2.
4. A method for improving the performance of a television system as claimed in claim 2 or 3, further comprising the steps of:
when the television is started, the system checks the application program priority level table, preferentially starts the application program with the highest priority level p, and prohibits the application program with the priority level p less than or equal to 0 from being started.
5. An apparatus for improving performance of a television system, the apparatus comprising a memory, a processor, and a program stored in the memory and executable on the processor for improving performance of the television system, the program when executed by the processor performing the steps of:
collecting the use records of the user to each application program, and recording the operation parameters of each application program to dynamically determine the priority level;
sequencing the application programs according to the priority levels of the application programs to obtain an application program priority level table;
and when the system memory is insufficient, the system stops the application program with the lower priority level according to the sorting condition in the application program priority level table.
6. The apparatus for enhancing performance of a television system as recited in claim 5, wherein the program for enhancing performance of a television system when executed by the processor further performs the steps of:
after each application program is started, the activation management service program of the system collects the use condition of each application program;
recording operation parameters of each application program including a use frequency f1, an operation time t and a restart frequency f 2;
and calculating the priority level p according to the use frequency f1 and the restart frequency f2 in the operation parameters.
7. The apparatus for improving the performance of a TV system according to claim 6, wherein the priority level p is calculated by using a frequency f1 with a lower weight than a restart frequency f 2.
8. The apparatus for improving television system performance of claim 6 or 7, wherein the program for improving television system performance further implements the following steps when executed by the processor:
when the television is started, the system checks the application program priority level table, preferentially starts the application program with the highest priority level p, and prohibits the application program with the priority level p less than or equal to 0 from being started.
9. A computer-readable storage medium, wherein a program for improving the performance of a television system is stored on the computer-readable storage medium, and when the program for improving the performance of a television system is executed by a processor, the method steps for improving the performance of a television system as recited in any one of claims 1 to 4 are implemented.
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Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN111629256A (en) * | 2020-05-20 | 2020-09-04 | 深圳Tcl新技术有限公司 | Page display method, equipment and computer storage medium |
| WO2022084791A1 (en) * | 2020-10-19 | 2022-04-28 | International Business Machines Corporation | Determining influence of applications on system performance |
Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN103092689A (en) * | 2013-01-10 | 2013-05-08 | 深圳市金立通信设备有限公司 | Method and terminal of process management |
| CN103631661A (en) * | 2013-11-27 | 2014-03-12 | 青岛海信电器股份有限公司 | Internal storage management method and device |
| US20160299550A1 (en) * | 2013-12-10 | 2016-10-13 | Huawei Device Co., Ltd. | Task Management Method and Device |
| CN107436779A (en) * | 2017-05-22 | 2017-12-05 | 努比亚技术有限公司 | A kind of application management method, equipment and computer-readable recording medium |
-
2018
- 2018-10-26 CN CN201811261163.XA patent/CN111107429A/en active Pending
Patent Citations (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN103092689A (en) * | 2013-01-10 | 2013-05-08 | 深圳市金立通信设备有限公司 | Method and terminal of process management |
| CN103631661A (en) * | 2013-11-27 | 2014-03-12 | 青岛海信电器股份有限公司 | Internal storage management method and device |
| US20160299550A1 (en) * | 2013-12-10 | 2016-10-13 | Huawei Device Co., Ltd. | Task Management Method and Device |
| CN107436779A (en) * | 2017-05-22 | 2017-12-05 | 努比亚技术有限公司 | A kind of application management method, equipment and computer-readable recording medium |
Cited By (6)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| CN111629256A (en) * | 2020-05-20 | 2020-09-04 | 深圳Tcl新技术有限公司 | Page display method, equipment and computer storage medium |
| CN111629256B (en) * | 2020-05-20 | 2023-02-17 | 深圳Tcl新技术有限公司 | Page display method, equipment and computer storage medium |
| WO2022084791A1 (en) * | 2020-10-19 | 2022-04-28 | International Business Machines Corporation | Determining influence of applications on system performance |
| US11620205B2 (en) | 2020-10-19 | 2023-04-04 | International Business Machines Corporation | Determining influence of applications on system performance |
| GB2613754A (en) * | 2020-10-19 | 2023-06-14 | Ibm | Determining influence of applications on system performance |
| GB2613754B (en) * | 2020-10-19 | 2023-10-18 | Ibm | Determining influence of applications on system performance |
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