WO2020134551A1 - Terminal task processing method and device, storage medium and electronic device - Google Patents

Abstract

A terminal task processing method and device, a storage medium and an electronic device. The method comprises: determining whether the usage of local resources in a terminal meets a condition for using external resources (S202); if it is determined that the usage of the local resources in the terminal meets the condition for using external resources, sending a task to be processed in the terminal to an external device capable of processing said task, in order to process said task by using the external resources on the external device (S204); and receiving the processing result of said task based on the external resources returned by the external device (S206).

Description

Terminal task processing method, device, storage medium and electronic device

Cross-reference of related applications

This application is based on a Chinese patent application with an application number of 201811643721.9 and an application date of December 29, 2018, and claims the priority of the Chinese patent application. The entire content of the Chinese patent application is hereby incorporated by reference.

Technical field

The present invention relates to but not limited to the communication field, and in particular, to a terminal task processing method, device, storage medium, and electronic device.

Background technique

With the development of technology, there are more and more types of applications that can be run on the terminal, and with the increase of user needs, the requirements for the application display effect, application processing speed, and application response speed are also increasing. All these factors put forward higher requirements on the computing power of the terminal (including the capacity of the central processing unit and the memory capacity).

In addition, as the definition of multimedia files is getting higher and higher, the size of multimedia files is getting bigger and bigger, and the requirements for the storage space of the terminal are getting higher and higher. However, because of the size limitations of the terminal itself, its Storage space expansion is often limited.

In summary, in the face of the increasing requirements for computing and storage capabilities on the terminal, and the improvement of these capabilities on the terminal is often limited in hardware, there is currently no effective solution.

Summary of the invention

The embodiments of the present invention provide a terminal task processing method, device, storage medium, and electronic device, to at least solve the related art requirements for computing and storage capabilities on the terminal are getting higher and higher, and these capabilities are on the terminal Improve the problem that is often limited in hardware.

According to an embodiment of the present invention, a terminal task processing method is provided, including: determining whether the usage of local resources in a terminal satisfies a condition that requires the use of external resources, wherein the condition that requires the use of external resources includes at least the following One: the usage rate of the local resource in the terminal is higher than the threshold, the local resource in the terminal is used by a predetermined application; when it is determined that the usage of the local resource in the terminal satisfies the condition of using the external resource Next, send the task to be processed in the terminal to an external device capable of processing the task, so as to use external resources on the external device to process the task to be processed; The processing result of the task by the external resource.

According to another embodiment of the present invention, there is provided a terminal task processing apparatus, including: a determination module configured to determine whether the use of local resources in a terminal satisfies a condition requiring the use of an external resource, wherein the The condition of the resource includes at least one of the following: the utilization rate of the local resource in the terminal is higher than a threshold, the local resource in the terminal is used by a predetermined application; the transmission module is set to determine that the terminal is local in the determination module When the resource usage condition satisfies the condition that the external resource needs to be used, the task to be processed in the terminal is sent to an external device capable of processing the task, so as to use the external resource on the external device to process the task Describing the task to be processed; and receiving the processing result of the external resource on the task returned by the external device.

According to yet another embodiment of the present invention, there is also provided a storage medium in which a computer program is stored, wherein the computer program is configured to execute the steps in any one of the above method embodiments during runtime.

According to yet another embodiment of the present invention, there is also provided an electronic device, including a memory and a processor, the memory stores a computer program, the processor is configured to run the computer program to perform any of the above The steps in the method embodiment.

BRIEF DESCRIPTION

The drawings described herein are used to provide a further understanding of the present invention and form a part of the present application. The schematic embodiments of the present invention and their descriptions are used to explain the present invention and do not constitute an undue limitation on the present invention. In the drawings:

1 is a block diagram of a hardware structure of a terminal according to an embodiment of the present invention;

2 is a schematic diagram of a terminal task processing method according to an embodiment of the present invention;

3 is a structural block diagram of a terminal task processing apparatus according to an embodiment of the present invention;

4 is a block diagram of an application scenario in an embodiment of the present invention;

5 is a block diagram of a related processing system in a terminal according to an embodiment of the present invention;

6 is a detailed method flowchart of a terminal task processing method according to an embodiment of the present invention.

detailed description

With the development of technology, current applications and multimedia services have increasingly higher requirements on computing and storage capabilities on terminals. Take playing a 3D (3D for short) game on the terminal as an example. The 3D game scene has very good fidelity, and the terminal needs to have strong data computing capabilities, otherwise the game will be stuck. In addition, some applications with virtual reality (Virtual Reality, abbreviated as VR) display effects on the terminal, as well as applications with complex operations and high real-time requirements, have put forward very high computing and storage capabilities for the terminal Claim.

At present, in order to ensure the fluency of terminal processing application tasks, the local computing power of the terminal has to be increased, and a central processing unit (Central Processing Unit, abbreviated as CPU) multi-core parallel solution is adopted to improve the terminal computing power. However, the resulting result is that the terminal is running at full speed and the heat is severe. Taking the method of improving the computing power locally at the terminal, the effect of improving the computing power is limited. In addition, solving the computing needs by increasing the number of central processing units and the processing capacity of a single central processing unit will lead to an increase in terminal costs. In addition, due to the limitations of the terminal size and heat dissipation capacity, the way to improve the computing power locally on the terminal is often limited, and the effect of improving the computing power is limited. In addition to the computing power of the terminal, there are similar problems in improving the storage capacity of the terminal.

The development of mobile communication technology brings new opportunities for redefining terminals. The use of high-speed mobile communications such as 5th Generation (5G for short) communication with low latency, high-speed data transmission characteristics, and terminal-to-terminal direct communication (without the base station, two or more terminals are directly connected), you can The tasks in the terminal are coordinated and distributed through the mobile communication network, and the support of other computing units and storage units other than the terminal is obtained when performing big data processing. In this way, the problem that the user's previous use of the terminal is prone to bottlenecks in computing speed and storage capacity is well resolved through the support of high-speed mobile communication network resources. The terminal itself does not have to deliberately pursue CPU multi-core to improve the calculation speed, and the heat and power consumption problems of multi-core CPU operation can also be solved. In addition, the problems of limited storage space and increased costs on the terminal can also be solved well.

The embodiment of the present invention proposes the use of mobile communication technology to transmit data quickly and with low latency, when the terminal's local resource usage reaches a certain set parameter, or the terminal is currently running a predetermined application (generally, the terminal's computing and storage load is relatively high Large applications), automatically obtain external network side or other terminal side resources (referred to as external resources in the embodiments of this application, which may include computing power, storage capacity, etc.), thereby greatly expanding the performance of the terminal.

Hereinafter, the present invention will be described in detail with reference to the drawings and in conjunction with the embodiments. It should be noted that the embodiments in the present application and the features in the embodiments can be combined with each other if there is no conflict.

It should be noted that the terms “first” and “second” in the description and claims of the present invention and the above drawings are used to distinguish similar objects, and do not have to be used to describe a specific order or sequence.

The method embodiment provided in Embodiment 1 of the present application may be executed in a terminal. FIG. 1 is a block diagram of a hardware structure of a terminal according to an embodiment of the present invention. As shown in FIG. 1, the terminal 10 may include one or more (only one is shown in FIG. 1) processor 102 (the processor 102 may include but is not limited to a processing device such as a microprocessor MCU or a programmable logic device FPGA, etc.) And a memory 104 for storing data, optionally, the above terminal may further include a transmission device 106 and an input and output device 108 for communication functions. A person of ordinary skill in the art may understand that the structure shown in FIG. 1 is merely an illustration, which does not limit the structure of the foregoing terminal. For example, the terminal 10 may further include more or fewer components than those shown in FIG. 1, or have a different configuration from that shown in FIG.

The memory 104 may be used to store computer programs, for example, software programs and modules of application software, such as the computer program corresponding to the terminal task processing method in the embodiment of the present invention, and the processor 102 runs the computer program stored in the memory 104, thereby Implementing various functional applications and data processing, and sending the processing tasks on the terminal to the network, that is, implementing the above method. The memory 104 may include a high-speed random access memory, and may also include a non-volatile memory, such as one or more magnetic storage devices, flash memory, or other non-volatile solid-state memory. In some examples, the memory 104 may further include memories remotely provided with respect to the processor 102, and these remote memories may be connected to the terminal 10 through a network. Examples of the aforementioned network include, but are not limited to, the Internet, intranet, local area network, mobile communication network, and combinations thereof.

The transmission device 106 is used to receive or transmit data via the network. The specific example of the network described above may include a wireless network provided by the communication provider of the terminal 10. In one example, the transmission device 106 includes a network adapter (Network Interface Controller, referred to as NIC for short), which can be connected to other network devices through a base station to communicate with the Internet. In one example, the transmission device 106 may be a radio frequency (Radio Frequency, RF for short) module, which is used to communicate with the Internet in a wireless manner.

In this embodiment, a method for processing a task running on the terminal is provided. FIG. 2 is a schematic diagram of a terminal task processing method according to an embodiment of the present invention. As shown in FIG. 2, the terminal task processing method includes the following steps:

In step S202, it is determined whether the usage of local resources in the terminal satisfies the conditions for using external resources, wherein the conditions for using external resources include at least one of the following: the usage rate of local resources in the terminal is higher than the threshold. The local resources in the terminal are used by scheduled applications;

Step S204, when it is determined that the usage of local resources in the terminal satisfies the condition of using external resources, the task to be processed in the terminal is sent to an external device capable of processing the task, so as to utilize the External resources on the external device to process the pending task; and

Step S206, receiving the processing result of the external resource on the task returned by the external device.

Wherein, the external device includes other devices than the terminal, such as a network-side device, or terminal devices around the terminal.

Optionally, the execution body of the above steps may be a terminal, but it is not limited thereto.

In the above steps, the types of local resources and external resources mentioned may include but are not limited to at least one of the following: computing resources (broadly understood to include processor resources and/or memory resources), storage resources. For example, when the current local processor/memory usage rate in the terminal is higher than the threshold, or the scheduled application is using the local processor/memory, you can send the task that requires the local processor/memory to the external processor/memory Be processed. As another example, when the current local memory usage rate in the terminal (expressed as the local memory occupancy rate) is higher than the threshold, or the predetermined application is using the local memory (for example, a large number of local memory read operations), you can use it The tasks of the local storage (such as downloading high-definition movies) are sent to the external storage for processing, that is, downloaded to the external storage.

Through the above solution, you can automatically determine the use of local resources in the terminal and determine the need to trigger external resources to assist in task processing, and automatically send the pending tasks to external resources for processing, thereby solving the calculation and storage on the terminal in related technologies The requirements for capabilities are getting higher and higher, and the improvement of these capabilities on the terminal is often a problem of limited hardware. This solution can automatically call external resources, and the configurable resources of external devices can be much higher than the local resources of the terminal. In this way, the computing power and storage capacity of the terminal are greatly expanded. The use of external resources greatly reduces the need for terminal operation. Requirements for local computing power when a large amount of computing power is applied.

In order to obtain a faster task sending and processing rate, as an exemplary embodiment, the task may be split according to task-related parameters, and the split task may be sent to the task capable of processing the task An external device; then receiving the processing result of the split task of the external resource returned by the external device, and synthesizing the processing result of the split task into the complete processing result of the task. The task-related parameters include at least one of the following: the type of the task, the calculation amount of each step in the task, the execution order of each step in the task, and the correlation between the steps in the task .

As an exemplary embodiment, the specific task or resources are sent to the task to be processed. This decision can be made based on various factors. For example, the process of sending the task to be processed in the terminal to the external device capable of processing the task in step S204 may include: determining the external device capable of processing the task according to a predetermined factor, wherein the The predetermined factor includes at least one of the following: the network quality between the terminal and the external device, the usage rate of the external resource corresponding to the task in the external device, and the phase of the task in the external device The capacity or processing capacity of the corresponding external resource, the type of the task, and user preference configuration; send the task to the determined external device capable of processing the task. The selection and use of the above predetermined factors can be determined according to user settings, terminal factory settings, intelligent strategy design, etc. The main purpose is to select appropriate external resources based on external environment, user preferences, external resource status and other factors to improve the task Processing efficiency.

In step S202, a process of determining whether the usage of local resources in the terminal meets a predetermined condition is to determine whether the usage rate of the local resources in the terminal is higher than a threshold, and whether the local resources in the terminal are being used by a predetermined application At least one condition of the resource usage information based on may be average usage information over a period of time, so as to achieve a smoother external resource call. Those skilled in the art should understand that, in practical applications, a specific algorithm may be configured in the terminal to achieve the judgment of the above predetermined conditions. The preferred algorithms that can be adopted by the terminal in different situations are given below, but those skilled in the art should understand that any algorithm that can achieve the judgment of the above predetermined conditions can be applied, and is not necessarily limited to the exemplary algorithm proposed here. The algorithm should not constitute an inappropriate scope limit.

(1) In the case where the condition requiring the use of external resources includes the utilization rate of local resources in the terminal being higher than the threshold, step S202 determines whether the use of local resources in the terminal satisfies the need to use external resources The resource condition may include: determining the first usage of the local resource according to the usage rate of the local resource by the application running in the terminal and the corresponding weight when the application running in the terminal uses the local resource Indication value T1; when the first usage indication value T1 of the local resource is higher than a first preset threshold t1, it is determined that the usage of the local resource of the terminal meets the condition of using an external resource.

As an exemplary embodiment, step S202 may be implemented in the following manner:

For the predetermined type of local resources in the terminal, determine the first usage indication value of the predetermined type of local resources T1=(A1*X1+a1)+(A2*X2+a2)...+(An* Xn+an), where A1-An are the usage rates of the predetermined type of local resources by the applications 1-n running in the terminal and their values fall into [0,1], X1-Xn are respectively When the applications 1-n use the predetermined type of local resources, the corresponding weights and their values fall into [0,1], and a1-an are the usage configuration coefficients corresponding to the applications 1-n and their values fall Enter [0,1], n is a positive integer;

When the first usage indication value T1 of the predetermined type of local resource is higher than a first preset threshold t1, it is determined that the usage of the predetermined type of local resource of the terminal meets the condition of using an external resource .

(2) In the case where the condition requiring the use of external resources includes the local resources in the terminal being used by a predetermined application, step S202 determines whether the use of local resources in the terminal meets the condition requiring the use of external resources It may include: determining a second usage indication value T2 of the local resource according to an enabling configuration coefficient corresponding to the predetermined application and an enabling coefficient indicating whether the predetermined application is running; when the local resource When the second usage indication value T2 is higher than the second preset threshold t2, it is determined that the usage of the local resource of the terminal satisfies the condition that the external resource needs to be used.

As an exemplary embodiment, step S202 may be implemented in the following manner:

For the predetermined type of local resources in the terminal, determine the second usage indication value of the predetermined type of local resources T2=(B1*Y1+B2*Y2...+Bm*Ym), where B1-Bm Respectively, the enabling configuration coefficients corresponding to the predetermined application 1-m and their values fall into [0,1], and Y1-Ym are respectively the enabling coefficients of whether the predetermined application 1-m is running and its value is 0 Or 1, the enable coefficient of 1 means running, the enable coefficient of 0 means not running, and m is a positive integer;

When the second usage indication value T2 of the predetermined type of local resource is higher than a second preset threshold t2, it is determined that the usage condition of the predetermined type of local resource of the terminal meets the condition of using an external resource .

(3) In the case where the condition requiring the use of external resources includes the utilization rate of local resources in the terminal being higher than the threshold and the local resources in the terminal are used by a predetermined application, step S202 determines that the terminal Whether the usage of local resources satisfies the condition of using external resources may include: according to the usage rate of all the applications running in the terminal to the local resources, when all the applications running in the terminal use the local resources A corresponding weight, an enabling configuration coefficient corresponding to the predetermined application, and an enabling coefficient indicating whether the predetermined application is running, determining a third usage indication value T3 of the local resource; when the local resource When the third usage indication value T3 is higher than the third preset threshold t3, it is determined that the usage of the local resources of the terminal satisfies the condition of using external resources.

As an exemplary embodiment, step S202 may be implemented in the following manner:

For the predetermined type of local resources in the terminal, determine the third usage indication value of the predetermined type of local resources T3=(A1*X1+a1)+(A2*X2+a2)...+(An* Xn+an)+(B1*Y1+B2*Y2...+Bm*Ym), where A1-An is the use of the predetermined type of local resources by the applications 1-n running in the terminal respectively Rate and its value falls into [0,1], X1-Xn are the corresponding weights when the application 1-n uses the predetermined type of local resource and its value falls into [0,1], a1-an respectively The utilization rate configuration coefficient corresponding to the application 1-n and its value fall into [0,1], B1-Bm are the enabling configuration coefficient corresponding to the predetermined application 1-m and their value fall into [0, 1], Y1-Ym are the enable coefficients of whether the predetermined application 1-m is running and its value is 0 or 1, the enable coefficient is 1 means running, and the enable coefficient is 0 means not In operation, n is a positive integer and m is a positive integer;

When the third usage indication value T3 of the predetermined type of local resource is higher than a third preset threshold t3, it is determined that the usage condition of the predetermined type of local resource of the terminal meets the condition that the external resource needs to be used .

In the above cases (2) and (3), the value of the enabling configuration coefficient B1-Bm corresponding to the predetermined application 1-m may be manually configured by the user when the corresponding application is installed, or may be controlled by the terminal in some way After the corresponding application is judged, it is automatically configured. As an exemplary embodiment, the value of the enablement configuration coefficient B1-Bm corresponding to the predetermined application 1-m may be determined according to the predetermined type in the terminal when the predetermined application 1-m is running in the terminal The utilization rate of local resources is determined. For example, after running an application 1, the CPU usage rate is mostly maintained at 70%, and the B1 value of the application 1 can be configured as 1, if t2 or t3 is also configured as 1, it is equivalent to running the application 1 in the future. Will directly trigger external resources.

In the above cases (1) and (3), the usage rate of the application 1-n to the predetermined type of local resource is the application 1-n to the predetermined type of local resource within a predetermined period of time Average usage. The reason for this is that, because the terminal's local resource occupancy measurement is an instantaneous value, in order to avoid starting the terminal's external resources too frequently, it is necessary to smooth the local resource occupancy rate. For example, the A1-An value of the expression uses the average local resource occupancy rate of the terminal A1’-An’ within a predetermined duration (for example, 200 ms), then:

First usage indication value T1=(A1’*X1+a1)+(A2’*X2+a2)...+(An’*Xn+an)

The third usage indication value T3=(A1'*X1+a1)+(A2'*X2+a2)...+(An'*Xn+an)+(B1*Y1+B2*Y2...+ Bm*Ym).

The above thresholds t1, t2, and t3 are used to determine whether the current utilization rate of local resources in the terminal exceeds a predetermined level, or whether the local resources are being occupied by a predetermined application. The determination of the threshold can be specified by the user or can be pre-determined by the system The configuration can also be determined according to the user's fluency requirements. Those skilled in the art should understand that the above threshold can be determined according to needs or specific usage. As the threshold increases, the threshold for the terminal to automatically initiate calls to external resources will also As the threshold decreases, the threshold for the terminal to automatically initiate calls to external resources will also decrease.

In the embodiment of the present invention, the task to be processed in the terminal may include at least one of the following:

Input data packet, carrying input information of the task to be processed, such as touch screen input, voice input, gyro sensor input, light intensity input and other forms of input information;

An application data packet, carrying the application code segment corresponding to the task to be processed;

The operation process temporarily stores the data packet, and carries the temporary storage result of the operation process on which the task to be processed is based.

In the embodiment of the present invention, the processing result of the external resource on the task returned by the external device may include: an operation result data packet, carrying output information obtained after processing the task, such as screen display, sound , Vibration and other output information in various output forms;

After receiving the processing result of the external resource returned by the external device for the task, the method may further include: the terminal according to the output information carried in the operation result data packet, through the terminal and all The output interface corresponding to the output information outputs the result.

Enabling external resources requires wireless transmission, which also consumes some resources. For example, if the activation of external resources consumes 20% of the CPU usage rate, each trigger needs to transfer at least one or more applications with CPU consumption greater than 20% to the calculation of external resources to achieve the utilization of external resources. Consumption is declining. Therefore, as a preferred embodiment, the task to be processed sent to the external device may be set, and the average utilization rate of the local resource in the terminal is higher than that for the task to be processed The average usage rate of the local resources by the wireless communication process sent to the external device.

Through the description of the above embodiments, those skilled in the art can clearly understand that the method according to the above embodiments can be implemented by means of software plus a necessary general hardware platform, and of course, it can also be implemented by hardware, but in many cases the former is Better implementation. Based on this understanding, the technical solution of the present invention can be embodied in the form of a software product in essence or part that contributes to the existing technology, and the computer software product is stored in a storage medium (such as ROM/RAM, magnetic disk, The CD-ROM includes several instructions to enable a terminal (which may be a terminal, computer, server, or network device, etc.) to execute the methods described in the embodiments of the present invention.

In this embodiment, a terminal task processing device is also provided. The device is used to implement the foregoing embodiments and preferred implementation modes, and descriptions that have already been described will not be repeated. As used below, the term "module" may implement a combination of software and/or hardware that performs predetermined functions. Although the devices described in the following embodiments are preferably implemented in software, implementation of hardware or a combination of software and hardware is also possible and conceived.

FIG. 3 is a structural block diagram of a terminal task processing apparatus according to an embodiment of the present invention. As shown in FIG. 3, the apparatus may include:

The determining module 30 is set to determine whether the usage of local resources in the terminal meets the conditions for using external resources, wherein the conditions for using external resources include at least one of the following: the utilization rate of local resources in the terminal is higher than Threshold, local resources in the terminal are used by predetermined applications;

The transmission module 32, coupled to the determination module 30, is configured to, when the determination module 30 determines that the usage of local resources in the terminal satisfies the condition of using external resources, the task to be processed in the terminal Sent to an external device capable of processing the task to use external resources on the external device to process the task to be processed; and

The receiving module 34 is coupled to the transmitting module 32, and receives the processing result of the task by the external resource returned by the external device.

Optionally, the foregoing terminal task processing device may be located in the terminal or implemented by the terminal, but is not limited thereto.

In the above embodiments, the mentioned types of local resources and external resources may include but are not limited to at least one of the following: computing resources (broadly understood to include processor resources and/or memory resources), storage resources. For example, when the current local processor/memory usage rate in the terminal is higher than the threshold, or the scheduled application is using the local processor/memory, you can send the task that requires the local processor/memory to the external processor/memory Be processed. As another example, when the current local memory usage rate in the terminal (expressed as the local memory occupancy rate) is higher than the threshold, or the predetermined application is using the local memory (for example, a large number of local memory read operations), you can use it The tasks of the local storage (such as downloading high-definition movies) are sent to the external storage for processing, that is, downloaded to the external storage.

Through the above solution, you can automatically determine the use of local resources in the terminal and determine the need to trigger external resources to assist in task processing, and automatically send the pending tasks to external resources for processing, thereby solving the calculation and storage on the terminal in related technologies The requirements for capabilities are getting higher and higher, and the improvement of these capabilities on the terminal is often a problem of limited hardware. This solution can automatically call external resources, and the configurable resources of external devices can be much higher than the local resources of the terminal. In this way, the computing power and storage capacity of the terminal are greatly expanded. The use of external resources greatly reduces the need for terminal operation. Requirements for local computing power when a large amount of computing power is applied.

In order to obtain a faster task sending and processing rate, as an exemplary embodiment, the apparatus may further include: a split module 36 and a merge module 38.

The splitting module 36 is coupled to the determining module 30 and the transmission module 32, and is configured to split the task according to a task-related parameter, wherein the task-related parameter includes at least one of the following: the type of the task, The calculation amount of each step in the task, the execution order of each step in the task, and the association relationship between each step in the task;

The transmission module 32 may be configured to send the split task to the external device capable of processing the task;

The transmission module 32 may be configured to receive the processing result of the split task by the external resource returned by the external device;

The merging module 38 is coupled to the transmission module 32, and is configured to synthesize the processing result of the split task into a complete processing result of the task.

The process of splitting the task and sending the split task to multiple external resources can be based on the type of task, the amount of calculation of each step in the task, the execution order of each step in the task, and the Determined by at least one of the association relationships.

As an exemplary embodiment, the specific task or resources are sent to the task to be processed. This decision can be made based on various factors. For example, the apparatus may further include: an external device determination module 310, coupled to the transmission module 32, configured to determine the external device capable of processing the task according to a predetermined factor, wherein the predetermined factor includes at least one of the following: Network quality between the terminal and the external device, utilization rate of external resources corresponding to the task in the external device, capacity or processing of external resources corresponding to the task in the external device Ability, type of task, user preference configuration. The selection and use of the above predetermined factors can be determined according to user settings, terminal factory settings, intelligent strategy design, etc. The main purpose is to select appropriate external resources based on external environment, user preferences, external resource status and other factors to improve the task Processing efficiency. The transmission module 32 may be configured to send the task to the determined external device capable of processing the task.

The process of determining whether the usage of local resources in the terminal meets a predetermined condition by the determination module 30 is to determine whether the usage rate of the local resources in the terminal is higher than a threshold, and whether the local resources in the terminal are being used by a predetermined application At least one condition of the resource usage information based on may be average usage information over a period of time, so as to achieve a smoother external resource call. Those skilled in the art should understand that, in practical applications, a specific algorithm may be configured in the terminal to achieve the judgment of the above predetermined conditions. The preferred algorithms that can be adopted by the terminal in different situations are given below, but those skilled in the art should understand that any algorithm that can achieve the judgment of the above predetermined conditions can be applied, and is not necessarily limited to the exemplary algorithm proposed here. The algorithm should not constitute an inappropriate scope limit.

(1) In the case where the condition requiring the use of external resources includes the utilization rate of local resources in the terminal being higher than the threshold, the determination module 30 may determine the use status of local resources in the terminal in the following manner Whether the condition for using an external resource is met: the local resource is determined according to the usage rate of the local resource by the application running in the terminal and the corresponding weight when the application running in the terminal uses the local resource The first usage indication value T1 of the local resource; when the first usage indication value T1 of the local resource is higher than a first preset threshold t1, it is determined that the usage of the local resource of the terminal satisfies the need to use an external Resource conditions.

As an exemplary embodiment, whether the use of local resources in the terminal satisfies the condition of using external resources may be determined in the following manner:

For the predetermined type of local resources in the terminal, determine the first usage indication value of the predetermined type of local resources T1=(A1*X1+a1)+(A2*X2+a2)...+(An* Xn+an), where A1-An are the usage rates of the predetermined type of local resources by the applications 1-n running in the terminal and their values fall into [0,1], X1-Xn are respectively When the applications 1-n use the predetermined type of local resources, the corresponding weights and their values fall into [0,1], and a1-an are the usage configuration coefficients corresponding to the applications 1-n and their values fall Enter [0,1], n is a positive integer;

When the first usage indication value T1 of the predetermined type of local resource is higher than a first preset threshold t1, it is determined that the usage of the predetermined type of local resource of the terminal meets the condition of using an external resource .

(2) In the case where the condition requiring the use of external resources includes local resources in the terminal being used by a predetermined application, the determination module 30 may determine whether the use of local resources in the terminal meets The condition for using external resources: according to the enable configuration coefficient corresponding to the predetermined application and the enable coefficient indicating whether the predetermined application is running, determine the second usage indication value T2 of the local resource; when the When the second usage indication value T2 of the local resource is higher than the second preset threshold t2, it is determined that the usage of the local resource of the terminal meets the condition that the external resource needs to be used.

As an exemplary embodiment, whether the use of local resources in the terminal satisfies the condition of using external resources may be determined in the following manner:

For the predetermined type of local resources in the terminal, determine the second usage indication value of the predetermined type of local resources T2=(B1*Y1+B2*Y2...+Bm*Ym), where B1-Bm Respectively, the enabling configuration coefficients corresponding to the predetermined application 1-m and their values fall into [0,1], and Y1-Ym are respectively the enabling coefficients of whether the predetermined application 1-m is running and its value is 0 Or 1, the enable coefficient of 1 means running, the enable coefficient of 0 means not running, and m is a positive integer;

When the second usage indication value T2 of the predetermined type of local resource is higher than a second preset threshold t2, it is determined that the usage condition of the predetermined type of local resource of the terminal meets the condition of using an external resource .

(3) In the case where the condition requiring the use of external resources includes the utilization rate of local resources in the terminal being higher than the threshold and the local resources in the terminal are used by a predetermined application, the determination module 30 may pass Determine whether the usage of local resources in the terminal satisfies the condition of using external resources as follows: according to the usage rate of all the applications running on the terminal to the local resources, all the running resources in the terminal The weight corresponding to the application using the local resource, the enabling configuration coefficient corresponding to the predetermined application, and the enabling coefficient indicating whether the predetermined application is running, determining the third usage indication value T3 of the local resource; when the When the third usage indication value T3 of the local resource is higher than the third preset threshold t3, it is determined that the usage of the local resource of the terminal meets the condition that the external resource needs to be used.

As an exemplary embodiment, whether the use of local resources in the terminal satisfies the conditions for using external resources may be determined in the following manner:

For the predetermined type of local resources in the terminal, determine the third usage indication value of the predetermined type of local resources T3=(A1*X1+a1)+(A2*X2+a2)...+(An* Xn+an)+(B1*Y1+B2*Y2...+Bm*Ym), where A1-An is the use of the predetermined type of local resources by the applications 1-n running in the terminal respectively Rate and its value falls into [0,1], X1-Xn are the corresponding weights when the application 1-n uses the predetermined type of local resource and its value falls into [0,1], a1-an respectively The usage configuration coefficient corresponding to the application 1-n and its value fall into [0,1], B1-Bm are the enabling configuration coefficient corresponding to the predetermined application 1-m and their value fall into [0, 1], Y1-Ym are the enable coefficients of whether the predetermined application 1-m is running and its value is 0 or 1, the enable coefficient is 1 means running, and the enable coefficient is 0 means not In operation, n is a positive integer and m is a positive integer;

When the third usage indication value T3 of the predetermined type of local resource is higher than a third preset threshold t3, it is determined that the usage condition of the predetermined type of local resource of the terminal meets the condition that the external resource needs to be used .

In the above cases (2) and (3), the value of the enabling configuration coefficient B1-Bm corresponding to the predetermined application 1-m can be manually configured by the user when the corresponding application is installed, or can be controlled by the terminal in some way After the corresponding application is judged, it is automatically configured. As an exemplary embodiment, the value of the enabling configuration coefficient B1-Bm corresponding to the predetermined application 1-m may be used to determine the predetermined type in the terminal when the predetermined application 1-m is running in the terminal The utilization rate of local resources is determined. For example, after running an application 1, the CPU utilization rate is mostly maintained at 70%, and the B1 value of the application 1 can be configured as 1, if t2 or t3 is also configured as 1, it is equivalent to running the application 1 in the future. Will directly trigger external resources.

In the above cases (1) and (3), the usage rate of the application 1-n to the predetermined type of local resource is the application 1-n to the predetermined type of local resource within a predetermined period of time Average usage. The reason for this is that, because the terminal's local resource occupancy measurement is an instantaneous value, in order to avoid starting the terminal's external resources too frequently, it is necessary to smooth the local resource occupancy rate. For example, the A1-An value of the expression uses the average local resource occupancy rate of the terminal A1’-An’ within a predetermined duration (for example, 200 ms), then:

First usage indication value T1=(A1’*X1+a1)+(A2’*X2+a2)...+(An’*Xn+an)

The third usage indication value T3=(A1'*X1+a1)+(A2'*X2+a2)...+(An'*Xn+an)+(B1*Y1+B2*Y2...+ Bm*Ym).

The above thresholds t1, t2, and t3 are used to determine whether the current utilization rate of local resources in the terminal exceeds a predetermined level, or whether the local resources are being occupied by a predetermined application. The determination of the threshold can be specified by the user or can be pre-determined by the system The configuration can also be determined according to the user's fluency requirements. Those skilled in the art should understand that the above threshold can be determined according to needs or specific usage. As the threshold increases, the threshold for the terminal to automatically initiate calls to external resources will also As the threshold decreases, the threshold for the terminal to automatically initiate calls to external resources will also decrease.

In the embodiment of the present invention, the task to be processed in the terminal may include at least one of the following:

Input data packet, carrying input information of the task to be processed, such as touch screen input, voice input, gyro sensor input, light intensity input and other forms of input information;

An application data packet, carrying the application code segment corresponding to the task to be processed;

The operation process temporarily stores the data packet, and carries the temporary storage result of the operation process on which the task to be processed is based.

In the embodiment of the present invention, the processing result of the external resource on the task returned by the external device may include: an operation result data packet, carrying output information obtained after processing the task, such as screen display, sound , Vibration and other output information in various output forms;

The apparatus may further include: an output module 312, coupled to the receiving module 34, configured to, after the receiving module 34 receives the processing result of the external resource returned by the external device on the task, according to the calculation result The output information carried in the data packet is output through the output interface corresponding to the output information of the terminal.

Enabling external resources requires wireless transmission, which also consumes some resources. For example, if the activation of external resources consumes 20% of the CPU usage rate, each trigger needs to transfer at least one or more applications with CPU consumption greater than 20% to the calculation of external resources to achieve the utilization of external resources. Consumption is declining. Therefore, as a preferred embodiment, the task to be processed sent to the external device may be set, and the average utilization rate of the local resource in the terminal is higher than that for the task to be processed The average usage rate of the local resources by the wireless communication process sent to the external device.

It should be noted that the above modules can be implemented by software or hardware, and the latter can be implemented by the following methods, but not limited to this: the above modules are all located in the same processor; or, the above modules can be combined in any combination The forms are located in different processors.

An embodiment of the present invention further provides a storage medium in which a computer program is stored, wherein the computer program is set to execute any of the steps in the above method embodiments during runtime.

Optionally, in this embodiment, the above storage medium may be set to store a computer program for performing the following steps:

S1. Determine whether the usage of local resources in the terminal meets the conditions for using external resources, where the conditions for using external resources include at least one of the following: the usage rate of local resources in the terminal is higher than a threshold, the Local resources in the terminal are used by scheduled applications;

S2. When it is determined that the usage of local resources in the terminal satisfies the condition of using external resources, send a task to be processed in the terminal to an external device capable of processing the task to use the External resources on an external device to process the task to be processed; and

S3. Receive a processing result of the external resource on the task returned by the external device.

Optionally, in this embodiment, the above storage medium may include, but is not limited to: a USB flash drive, a read-only memory (Read-Only Memory, ROM for short), a random access memory (Random Access Memory, RAM for short), Various media that can store computer programs, such as removable hard disks, magnetic disks, or optical disks.

An embodiment of the present invention also provides an electronic device, including a memory and a processor, where the computer program is stored in the memory, and the processor is configured to run the computer program to perform the steps in any one of the foregoing method embodiments.

Optionally, the electronic device may further include a transmission device and an input-output device, wherein the transmission device is connected to the processor, and the input-output device is connected to the processor.

Optionally, in this embodiment, the above processor may be configured to perform the following steps through a computer program:

S1. Determine whether the usage of local resources in the terminal meets the conditions for using external resources, where the conditions for using external resources include at least one of the following: the usage rate of local resources in the terminal is higher than a threshold, the Local resources in the terminal are used by scheduled applications;

S2. When it is determined that the usage of local resources in the terminal satisfies the condition of using external resources, send a task to be processed in the terminal to an external device capable of processing the task to use the External resources on an external device to process the task to be processed; and

S3. Receive a processing result of the external resource on the task returned by the external device.

Optionally, for specific examples in this embodiment, reference may be made to the examples described in the foregoing embodiments and optional implementation manners, and details are not repeated in this embodiment.

The following uses the resource type as the main resource form of computing resources—CPU resources as an example to illustrate the solution of the embodiment of the present invention.

According to the technology described in the embodiments of the present invention, when the average CPU usage of the terminal reaches a certain value (for example, 30%), that is, the external resources specified by the user (for example, network-side resources or peripheral external device resources) are automatically enabled, the terminal will The computing tasks are split and sent to the network-side resources or peripheral device resources through the mobile communication network. The external resources of the terminal obtain sub-tasks and perform calculations, and return the calculation results to the terminal, where they are synthesized locally and present the overall calculation results.

Because mobile communication has high-speed, low-latency data transmission capabilities (for example, for 5G mobile communication networks, the transmission speed of Phase 1 can reach Gb per second, and the delay is only milliseconds), the storage of network-side resources and terminal peripheral resources The calculation is as local as the terminal. As a preferred example, the terminal may send to the external resources such as the network side or peripheral devices only control signals when the terminal plays a game (for example, a signal that the user's finger touches the screen), and the external resources return the terminal display content and sound vibration A large number of calculation tasks such as signal waiting, game interface scene change, etc. are completed on the external device side. The local computing power of the terminal is mainly used to control and coordinate input and output data. Because the configurable resources of external devices can be much higher than the local resources of the terminal, the computing power and storage capacity of the terminal are greatly expanded.

4 is a block diagram of an application scenario in an embodiment of the present invention. As shown in FIG. 4, after the terminal reaches a certain condition (such as the aforementioned predetermined condition), it can automatically trigger the use of external resources to expand the terminal configuration. The resource specified by the external user may be a computer at the user's home, or another terminal or terminals of the user, or a public resource used by the user at this time. The terminal and external resources can be implemented by wireless communication technology, such as 5G Multiple-Input Multiple-Output (referred to as MIMO), where the basic starting point of MIMO technology is to decompose user data into multiple parallel In the data stream, multiple transmitting antennas simultaneously transmit within the specified bandwidth. After passing through the wireless channel, the multiple antennas receive and demodulate the technology according to the spatial characteristics of each parallel data stream, and finally restore the original data.

FIG. 5 is a block diagram of a related processing system in a terminal according to an embodiment of the present invention. The functions of the system included in the terminal are briefly described below.

Terminal resource management system 50: monitors the terminal resource usage status (such as CPU usage, memory usage, storage capacity usage, etc.), when the trigger condition for enabling external resources is reached (for example, CPU usage (can be the actual usage value, It may also be a weighted usage rate value) reaching 30%, or the terminal running a predetermined application), and issuing an instruction to enable an external resource.

This embodiment provides a preferred trigger expression T (corresponding to the resource usage indication value in the above embodiment) for determining whether an external resource should be enabled. When T is greater than the threshold, the terminal resource management system 50 enables external resources.

T=(A1*X1+a1)+(A2*X2+a2)...+(An*Xn+an)+(B1*Y1+B2*Y2...+Bm*Ym)

A1-An is the configured resource usage rate of the terminal running applications 1-n, for example, A1 is the CPU usage rate when running A1 related applications 1, X1 is the weight corresponding to A1 (also can be understood as corresponding to application 1), and a1 is corresponding to A1 ( It can also be understood as the usage configuration coefficient corresponding to application 1). B1-Bm is the enabling configuration coefficient of the specified application 1-m. For example, B1 is the enabling configuration coefficient of the terminal running application 1 related to B1, and B1 is a constant. Y1-Ym is the enable coefficient corresponding to B1-Bm (it can also be understood that 1-m correspondence is applied). For example, when the terminal runs the application 1 related to B1, Y1=1, correspondingly B1*Y1=B1. If the application stops running, Y1=0, correspondingly B1*Y1=0.

For ease of understanding, the expression is exemplified. To simplify the description, ignoring other factors, taking the CPU usage as an example, when T is greater than or equal to a threshold (in this example, the threshold is 1), the terminal resource management system 50 issues a trigger signal to enable external resources. A1 is the CPU usage rate when running the application 1 related to A1. If the current usage rate is 60%, X1 is the weight of the CPU usage rate of the application 1, which is 0.90, and a1 is the usage configuration factor of the CPU usage rate of the application 1. , Currently configured to 0.70.

T=(0.60*0.90+0.70)=1.24

That is, T≥1, the terminal resource management system 50 sends out a trigger signal for enabling external resources.

If the CPU usage is 20% at this time, this time

T = (0.20*0.90+0.70) = 0.88

That is, T≤1, the terminal resource management system 50 will not issue a trigger signal for enabling external resources.

Take B1-Bm as an example, B1 is a large-scale 3D game, the enablement configuration coefficient is 1, that is, as long as the game runs Y1=1, B1*Y1=1, plus other application consumption, T must be greater than or equal to 1, The terminal resource management system 50 must issue a trigger signal to enable external resources. Of course, if the game quits running, Y1=0, B1*Y1=0, whether T is greater than 1, depends on the CPU consumption of other applications. B1 can be manually configured by the user when the application is installed, or can be automatically configured after the terminal judges the application in a certain way. For example, after running the application, the CPU utilization rate is mostly maintained at 70%, and the application B1 can be configured Is 1, follow-up as long as the application is running directly trigger external resources.

The terminal resource management system 50 can determine whether to issue a trigger signal for enabling external resources by determining whether T is greater than 1.

Task splitting and synthesizing system 54: After obtaining the instruction to enable external resources, the task splitting and synthesizing system 54 splits and packs the current calculation task volume (through the mobile communication receiving and sending system) to the network side user-specified resource for calculation. Obtain the network side task calculation results through the mobile communication receiving and sending system, synthesize the total task calculation results, and present them on the terminal.

The terminal task splitting and synthesis system 54 splits the operation data into a large number of data packets for easy transmission. The data packet structure includes "destination IP address", "source IP address", "netload data" and other parts. Data packet types include terminal input data packets (such as touch screen input, voice input, gyro sensor input, light intensity input, etc.) data packets, terminal current application data packets (application code), and temporary storage data packets during operation.

After calculation through external resources, the contents of the calculation result packets (screen display, sound, vibration) are separated by the calculation resources on the network side to facilitate wireless transmission. The terminal task splitting and synthesizing system 54 synthesizes the received scattered data packets into the output of the completed operation and presents them on the terminal.

Mobile communication sending and receiving system 52: Quickly transfer each sub-task split by the task split-and-synthesis system 54 to the network side for operation, quickly return the result, and send it to the task split-and-synthesis system 54 to synthesize the total task operation result.

Terminal operation processing system 56: Coordinate the work between modules according to a predetermined procedure and undertake local computing tasks.

Other terminal supporting systems 58: including power management, baseband processing, storage and other necessary systems to support the overall operation of the terminal.

Because the user-specified resources on the network side are a powerful operating system with sufficient memory, when a user uses an application that requires strong computing power, the terminal task splitting and synthesis system 54 can touch the user’s screen touch information and the current state of the terminal. The information (such as the current information of each sensor) is sent as a task to an external resource, and the operation is performed on the external resource, and the calculation result is returned to the terminal. For example, the dynamic picture, sound effect, and motor vibration information that the application completes the calculation are returned. Decode display, play sound effect, trigger motor vibration. This method will greatly alleviate the requirement for local computing power when the terminal operation requires a large amount of computing power.

The methods of the embodiments of the present invention are exemplified below with some specific applications.

For example, the user is in a street location in the city and runs the AR guide application in the city. The application can render the street scene of the user's location in real time and present it on the terminal. The AR tour guide application realistically renders the scene seen at the current location according to the terminal position, perspective, etc., and marks the landmark buildings and scenic spot information. When the user enters a scenic spot, such as inside a building, the AR guide application renders and presents the architectural details of the user's current perspective and introduces it. The operation of the AR guide requires a large amount of computing power. When running the application, B=1, the terminal communicates with the user-specified resources on the network side, starts the AR guide application on the network side, and the terminal task separation and synthesis system 54 converts the GPS position in the terminal Information, gyro angle information, sent to the user specified external resource, the external resource will correspond to the terminal information at this time, after the rendered street picture is encoded, the terminal will be transmitted back to the terminal, the terminal will decode locally, and the street picture with the superimposed introduction and other information will be presented . The technical solution described in the embodiments of the present invention can well solve the problem of application operation that exceeds the local computing capability of the terminal and requires a large amount of computing.

Except when the terminal triggers the activation of external resources when T>1, how to use the external resources more effectively and more reasonably can consider the strategy of operating external resources. The external resources of the terminal include the available resources obtained by the network side user through the base station and the available resources obtained by directly connecting with other terminals in the vicinity. In this way, the external resources required by the user's current terminal can be automatically allocated to different suitable devices according to the task type, or the current environment, user habits, and other factors. Here are some examples of determining which external resource to use based on external factors.

Example 1, the user needs the terminal to perform a certain task. When the task is executed and T>1 appears, the terminal needs to start an external resource. The current network signal is not good, but the user still has a terminal by his side. When the main device needs to enable external resources, that is, another mobile device connected to the user obtains resources instead of obtaining computing resources on the network side of the base station. This example involves the terminal automatically configuring the content of external resources according to the external environment.

Example 2: The user's other mobile device (secondary device) is a mobile power supply + large memory + transceiver system, no display camera microphone earpiece speaker sensor, etc. At this time, the user's instruction on the main device is to download a high-definition movie. When the master device performs this task, T>1 appears, and the terminal needs to start external resources. According to user habits, the main device allocates the task, sends the high-definition movie link to the secondary device, and downloads the high-definition movie large file from the secondary device to the secondary device locally and stores it. The secondary device will compress the movie suitable for playing on the main device screen and send it. To the master device. This example involves direct connection between terminals, enabling suitable external resources according to user habits, and using memory other than the main device.

The method flow of the terminal task processing method according to an embodiment of the present invention is described in detail below. FIG. 6 is a detailed method flowchart of a terminal task processing method according to an embodiment of the present invention. As shown in FIG. 6, the method includes the following steps:

Step 601: Terminal initialization.

Step 602: The terminal starts the terminal resource management system 50.

Step 603: The terminal starts the terminal resource management system 50 to monitor the current resource usage rate of the terminal, including indicators such as CPU usage rate and memory usage rate.

Step 604: The terminal terminal resource management system 50 determines whether the current resource usage rate of the terminal reaches a preset trigger threshold. If the trigger value is reached, the terminal resource management system 50 sends a trigger signal and proceeds to step 605. If the trigger value is not reached, return to step 603 to continue monitoring.

Step 605: The task splitting and synthesis system 54 splits the current computing task.

Step 606: The terminal operation processing system 56 sends the sub-tasks to the network-side computing resources designated by the user through the mobile communication sending and receiving system 52.

Step 607: The computing resources on the network side perform operations on the sub-tasks.

Step 608: The computing resources on the network side transmit the results of the sub-task operations to the terminal.

Step 609: The task splitting and synthesizing system 54 synthesizes the sub-tasks into a total task running result.

The application of the terminal described in the embodiment of the present invention automatically utilizes the network-side resources specified by the user and external resources around the terminal, which can greatly improve the terminal's computing power, achieve the purpose of low-configuration terminal to achieve high-configuration terminal performance, and satisfy the user's large computing power and large High-end configuration requirements for storage capacity. Using the terminal described in the embodiment of the present invention, the user can automatically use the network-side resources specified by the user and the external resources around the terminal, as well as the high-speed and low-latency characteristics of the terminal, to complete tasks that are currently difficult for the current terminal to complete due to insufficient resources.

According to the embodiment of the present invention, when it is determined that the usage of local resources in the terminal satisfies the condition of using external resources, the task to be processed in the terminal is sent to an external device capable of processing the task to utilize the An external resource on an external device to process the task to be processed; and receiving a processing result of the external resource on the task returned by the external device. Through this solution, you can automatically determine the use of local resources in the terminal and determine the need to trigger external resources to assist in task processing, and automatically send the pending tasks to external resources for processing, thereby solving the calculation and storage on the terminal in related technologies The requirements for capabilities are getting higher and higher, and the improvement of these capabilities on the terminal is often a problem of limited hardware. This solution can automatically call external resources, and the configurable resources of external devices can be much higher than the local resources of the terminal. In this way, the computing power and storage capacity of the terminal are greatly expanded. The use of external resources greatly reduces the need for terminal operation. Requirements for local computing power when a large amount of computing power is applied.

Obviously, those skilled in the art should understand that the modules or steps of the embodiments of the present invention described above can be implemented by a general-purpose computing device, and they can be concentrated on a single computing device or distributed among multiple computing devices. On the Internet, they can optionally be implemented with program code executable by the computing device, so that they can be stored in the storage device to be executed by the computing device, and in some cases, can be different from here The steps shown or described are executed in the order of, or they are made into individual integrated circuit modules respectively, or multiple modules or steps among them are made into a single integrated circuit module for implementation. In this way, the embodiments of the present invention are not limited to any specific combination of hardware and software.

The above are only preferred embodiments of the present invention, and are not intended to limit the present invention. For those skilled in the art, the present invention may have various modifications and changes. Any modification, equivalent replacement, and improvement made within the principles of the present invention should be included in the protection scope of the present invention.

Claims (15)

1. A method for processing terminal tasks, including:

   Determine whether the usage of local resources in the terminal meets the conditions for using external resources;

   When it is determined that the usage of local resources in the terminal satisfies the condition of using external resources, the task to be processed in the terminal is sent to an external device capable of processing the task to utilize the external device External resources to process the pending tasks; and

   Receiving the processing result of the external resource on the task returned by the external device.
2. The method according to claim 1, wherein the condition requiring the use of an external resource includes at least one of the following: a usage rate of a local resource in the terminal is higher than a threshold, and a local resource in the terminal is used by a predetermined application.
3. The method according to claim 1, wherein

   Sending the task to be processed in the terminal to an external device capable of processing the task includes: splitting the task according to the task-related parameters, and sending the split task to the task capable of processing the task The external device, wherein the task-related parameters include at least one of the following: the type of the task, the calculation amount of each step in the task, the execution order of each step in the task, and each step in the task The relationship between them.
4. The method according to any one of claims 1 to 3, wherein sending the task to be processed in the terminal to the external device capable of processing the task includes:

   The external device capable of processing the task is determined according to a predetermined factor, wherein the predetermined factor includes at least one of the following: network quality between the terminal and the external device, the external device and the task The usage rate of the corresponding external resource, the capacity or processing capacity of the external resource corresponding to the task in the external device, the type of the task, and user preference configuration;

   Sending the task to the determined external device capable of processing the task.
5. The method according to claim 2, wherein, in the case where the condition requiring the use of external resources includes the utilization rate of local resources in the terminal being higher than the threshold, determining whether the utilization of local resources in the terminal is The conditions for satisfying the need to use external resources include:

   Determine the first usage indication value T1 of the local resource according to the usage rate of the local resource by the application running in the terminal and the corresponding weight when the application running in the terminal uses the local resource;

   When the first usage indication value T1 of the local resource is higher than a first preset threshold t1, it is determined that the usage of the local resource of the terminal satisfies the condition that the external resource needs to be used.
6. The method according to claim 2, wherein, in the case where the condition requiring the use of external resources includes local resources in the terminal being used by a predetermined application, determining whether the usage of local resources in the terminal satisfies the Conditions that require the use of external resources include:

   Determine the second usage indication value T2 of the local resource according to an enable configuration coefficient corresponding to the predetermined application and an enable coefficient indicating whether the predetermined application is running;

   When the second usage indication value T2 of the local resource is higher than the second preset threshold t2, it is determined that the usage of the local resource of the terminal satisfies the condition that the external resource needs to be used.
7. The method according to claim 2, wherein, in the case where the condition requiring the use of an external resource includes a utilization rate of a local resource in the terminal higher than the threshold and a local resource in the terminal is used by a predetermined application To determine whether the use of local resources in the terminal satisfies the conditions for using external resources includes:

   According to the usage rate of all the applications running on the terminal to the local resource, the corresponding weight when all the applications running on the terminal use the local resource, the enabling configuration coefficient corresponding to the predetermined application, and indicating the An enable factor of whether the predetermined application is running, determining the third usage indication value T3 of the local resource;

   When the third usage indication value T3 of the local resource is higher than a third preset threshold t3, it is determined that the usage of the local resource of the terminal meets the condition that the external resource needs to be used.
8. The method according to claim 6 or 7, wherein the value of the enablement configuration coefficient corresponding to the predetermined application depends on the utilization rate of the local resource in the terminal when the predetermined application is running in the terminal determine.
9. The method according to claim 5 or 7, wherein the rate of use of the local resource by the application is an average rate of use of the local resource by the application within a predetermined period of time.
10. The method according to any one of claims 1-9, wherein the tasks to be processed in the terminal include at least one of the following:

    An input data packet, carrying input information of the task to be processed;

    An application data packet, carrying the application code segment corresponding to the task to be processed;

    The operation process temporarily stores the data packet, and carries the temporary storage result of the operation process on which the task to be processed is based.
11. The method according to any one of claims 1-10, wherein the processing result of the external resource on the task returned by the external device includes: an operation result data packet carrying a result obtained by processing the task Output information

    After receiving the processing result of the external resource returned by the external device for the task, the method further includes: the terminal according to the output information carried in the operation result data packet, through the terminal and the output information The corresponding output interface outputs the result.
12. The method according to any one of claims 1 to 11, wherein the to-be-processed task sent to the external device has an average utilization rate of the local resource in the terminal higher than that used for The average utilization rate of the local resources in the wireless communication process in which the task to be processed is sent to the external device.
13. A terminal task processing device, including:

    The determining module is configured to determine whether the usage of local resources in the terminal meets the conditions for using external resources, wherein the conditions for using external resources include at least one of the following: the utilization rate of local resources in the terminal is higher than a threshold 2. The local resources in the terminal are used by a predetermined application;

    A transmission module, configured to send a task to be processed in the terminal to a task capable of processing the task when the determination module determines that the use of local resources in the terminal satisfies the condition for using external resources An external device to use external resources on the external device to process the task to be processed; and

    The receiving module is configured to receive the processing result of the external resource on the task returned by the external device.
14. A storage medium, wherein a computer program is stored in the storage medium, wherein the computer program is configured to execute the method described in any one of claims 1 to 12 when run.
15. An electronic device includes a memory and a processor, wherein the memory stores a computer program, and the processor is configured to run the computer program to execute any one of claims 1 to 12. method.

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