Calculation network resource scheduling method and system integrating general calculation, super calculation and intelligent calculation
By selecting appropriate computing resources for tasks and monitoring their completion status in real time, the problem of wasted computing network resources is solved, achieving efficient resource utilization and task assurance.
Patent Information
- Authority / Receiving Office
- CN · China
- Patent Type
- Applications(China)
- Current Assignee / Owner
- YUNNAN POWER GRID CO LTD
- Filing Date
- 2026-02-09
- Publication Date
- 2026-05-15
AI Technical Summary
In existing technologies, computing network resource scheduling may allocate unnecessary computing resources to tasks, resulting in resource waste and ineffective utilization of computing network resources.
By selecting and scheduling the necessary general computing, supercomputing, or intelligent computing resources for the current task, the task completion status is monitored in real time, unnecessary resource scheduling is avoided, and resource allocation is optimized based on historical scheduling schemes.
It improves the utilization efficiency of computing network resources, ensures the smooth completion of tasks, reduces resource waste, and enhances scheduling speed and reliability.
Smart Images
Figure CN122053527A_ABST
Abstract
Description
Technical Field
[0001] This application relates to the technical field of computing network resource scheduling, and in particular to a computing network resource scheduling method and system that integrates general computing, supercomputing, and intelligent computing. Background Technology
[0002] A computing network, or computing power network, is a new type of information network capable of allocating and flexibly scheduling computing resources according to business needs. The computing network can perceive computing resource information in the network in real time, providing a basis for on-demand and real-time scheduling of computing resources. According to business requests, the computing network schedules computing resources to the most suitable network nodes at the routing layer, achieving flexible scheduling of computing resources. In existing related technical solutions, computing network resources for general computing, supercomputing, and intelligent computing are usually scheduled simultaneously. However, not all tasks require the simultaneous use of these computing network resources to complete. Therefore, situations may arise where computing network resources that a task does not need are scheduled, leading to a waste of some computing network resources. Summary of the Invention
[0003] This application provides a method and system for scheduling computing network resources that integrates general computing, supercomputing, and intelligent computing, aiming to improve existing related technical problems.
[0004] In a first aspect, an embodiment of this application provides a method for scheduling computing network resources that integrates general computing, supercomputing, and intelligent computing, which may include the following steps: When a request to schedule computing network resources for the current task is received, the type of the current task, the required completion speed of the current task, and the complexity of the current task are obtained; Based on the type of the current task, the processing speed required by the current task, and the complexity of the current task, a computing network resource scheduling scheme is set for the current task to select and schedule general computing resources, supercomputing resources, or intelligent computing resources. Real-time detection is performed to determine whether the current task, which selects a network resource scheduling scheme (using general computing power, supercomputing power, or intelligent computing power), is completed within a preset time. If so, the network resource scheduling scheme set for the current task is saved. Otherwise, the unfinished tasks in the current task are obtained, and general computing power, supercomputing power, and intelligent computing power are simultaneously scheduled for the unfinished tasks in the current task according to their status. When it is detected that an incomplete task in the current task has been completed, the network resource scheduling scheme that simultaneously schedules general computing resources, supercomputing resources, and intelligent computing resources for the incomplete task in the current task is stopped.
[0005] In the above technical solution, by selecting and scheduling the general computing power resources, supercomputing power resources, or intelligent computing power resources required by the current task, it is achieved that computing power resources that are not needed by the current task are not scheduled, thereby avoiding the waste of computing network resources, effectively improving the utilization efficiency of computing network resources, and ensuring that sufficient computing network resources can be scheduled for the current task, providing a strong guarantee for the smooth completion of the current task.
[0006] In a preferred example, the solution of the first aspect of this application can be further configured as follows: The integrated computing network resource scheduling method combining general computing, supercomputing, and intelligent computing may further include the following steps: Set the historical computing network resource scheduling scheme for the computing network node scheduling that is saved as the current computing network resource scheduling scheme for the computing network node, and directly schedule computing network resources for the computing network node according to the current computing network resource scheduling scheme.
[0007] In the above technical solution, computing network resources can be scheduled according to historical computing network resource scheduling schemes, thus eliminating the need to set up computing network resource scheduling schemes for the same current task every time, accelerating the scheduling speed of computing network resources, and further improving the scheduling efficiency of computing network resources.
[0008] In a preferred example, the solution of the first aspect of this application can be further configured as follows: The integrated computing network resource scheduling method combining general computing, supercomputing, and intelligent computing may further include the following steps: The system detects whether the computing network node that directly schedules computing network resources according to the current computing network resource scheduling scheme has completed the current task within a preset time. If so, it provides feedback that the historical computing network resource scheduling scheme is the latest computing network resource scheduling scheme; otherwise, it provides feedback that the historical computing network resource scheduling scheme needs to be updated.
[0009] In the above technical solution, the feasibility of scheduling computing network resources for computing network nodes according to the historical computing network resource scheduling scheme is verified by determining whether to set the historical computing network resource scheduling scheme as the latest computing network resource scheduling scheme.
[0010] In a preferred example, the solution of the first aspect of this application can be further configured as follows: The integrated computing network resource scheduling method combining general computing, supercomputing, and intelligent computing may further include the following steps: When two or more current tasks request the scheduling of computing network resources, the computing network resources are scheduled for the two or more current tasks in descending order of their urgency. The above technical solutions ensure that emergency tasks obtain sufficient computing network resources, thereby ensuring that emergency tasks can be completed in a timely manner and improving the reliability of computing network resource scheduling.
[0011] In a preferred example, the solution of the first aspect of this application can be further configured as follows: The integrated computing network resource scheduling method combining general computing, supercomputing, and intelligent computing may further include the following steps: When the number of requests to schedule computing network resources for the current task from the same computing network node exceeds a preset number, it is checked whether there are redundant computing resources in the same computing network node. If so, the redundant computing resources are scheduled to complete the current task; otherwise, the computing network resources are scheduled to complete the current task.
[0012] The above technical solution enables the direct scheduling of redundant computing network resources on the same computing network node, reducing the scheduling steps of computing network resources, thereby improving the scheduling efficiency of computing network resources, avoiding computing bottlenecks, and accelerating the overall response speed of the computing network.
[0013] In a preferred example, the solution of the first aspect of this application can be further configured as follows: In the step of selecting and scheduling general computing resources, supercomputing resources, or intelligent computing resources for the current task based on the acquired type of the current task, the processing speed required by the current task, and the complexity of the current task, the method for selecting and scheduling general computing resources, supercomputing resources, or intelligent computing resources includes: Select scheduling general computing resources when the following expression is met: , Select to schedule intelligent computing resources when the following expression is met: , Select to schedule supercomputing resources when the following expression is met: , In the formula, The first character representing the current task type One data point, The first character representing the current task type Each data weight, , It is a positive integer. This indicates the total number of data items of the current task type. Indicates the processing speed required for the current task. This indicates the complexity value of the current task. Indicates the first selection scheduling threshold. This indicates the second selection scheduling threshold. Indicates infinity. This represents the natural logarithm function.
[0014] The above technical solution enables the accurate selection and scheduling of general computing resources, supercomputing resources, or intelligent computing resources for the current task.
[0015] Secondly, an embodiment of this application provides a computing network resource scheduling system integrating general computing, supercomputing, and intelligent computing, which may include: The receiving and acquiring module is used to acquire the type of the current task, the required completion speed of the current task, and the complexity of the current task when a request to schedule computing network resources for the current task is received. The selection scheduling module is used to set a computing network resource scheduling scheme for the current task based on the type of the current task, the processing speed required by the current task, and the complexity of the current task; The simultaneous scheduling module for computing network resources is used to detect in real time whether the current task, which selects a computing network resource scheduling scheme by scheduling general computing power resources, supercomputing computing power resources, or intelligent computing power resources, is completed within a preset time. If so, the computing network resource scheduling scheme set for the current task is saved. Otherwise, the unfinished tasks in the current task are obtained, and according to the status of the unfinished tasks in the current task, a computing network resource scheduling scheme that simultaneously schedules general computing power resources, supercomputing computing power resources, and intelligent computing power resources is set for the unfinished tasks in the current task. The network resource scheduling scheme stop module is used to stop the network resource scheduling scheme that simultaneously schedules general computing resources, supercomputing resources, and intelligent computing resources for the unfinished tasks in the current task when it is detected that an unfinished task in the current task has been completed.
[0016] In a preferred example, the solution of the second aspect of this application can be further configured as follows: The aforementioned integrated computing network resource scheduling system combining general computing, supercomputing, and intelligent computing may further include: The current computing network resource scheduling scheme setting module is used to set the historical computing network resource scheduling scheme for the computing network nodes that are saved as the current computing network resource scheduling scheme for the computing network nodes, and to directly schedule computing network resources for the computing network nodes according to the current computing network resource scheduling scheme.
[0017] In a preferred example, the solution of the second aspect of this application can be further configured as follows: The aforementioned integrated computing network resource scheduling system combining general computing, supercomputing, and intelligent computing may further include: The computing network resource scheduling module is used to schedule computing network resources for two or more current tasks in descending order of urgency when two or more current tasks request scheduling computing network resources.
[0018] In a preferred example, the solution of the second aspect of this application can be further configured as follows: The aforementioned integrated computing network resource scheduling system combining general computing, supercomputing, and intelligent computing may further include: The redundant computing resource detection module is used to detect whether there are redundant computing resources in the same computing network node when the number of requests to schedule computing network resources for the current task issued by the same computing network node exceeds a preset number. If there are, the redundant computing resources are scheduled to complete the current task; otherwise, the computing network resources are scheduled to complete the current task.
[0019] Based on the above method embodiments, this application provides a corresponding terminal embodiment; This application provides a terminal, including a processor, a memory, and a computer program stored in the memory and configured to be executed by the processor. When the processor executes the computer program, it implements a computing network resource scheduling method integrating general computing, supercomputing, and intelligent computing as described in any embodiment of this application.
[0020] Based on the above method embodiments, this application provides a corresponding storage medium embodiment; This application provides a storage medium including a processor, a memory, and a computer program stored in the memory and configured to be executed by the processor. When the processor executes the computer program, it implements a network resource scheduling method integrating general computing, supercomputing, and intelligent computing as described in any embodiment of this application.
[0021] This application has at least the following beneficial effects: This application provides a computing network resource scheduling method that integrates general computing, supercomputing, and intelligent computing. This method avoids wasting computing network resources, effectively improves the utilization efficiency of computing network resources, and ensures that sufficient computing network resources can be scheduled for the current task, thus providing a strong guarantee for the successful completion of the current task. Attached Figure Description
[0022] Figure 1 This is a flowchart of a computing network resource scheduling method integrating general computing, supercomputing, and intelligent computing according to an embodiment of this application.
[0023] Figure 2 This is a structural block diagram of a computing network resource scheduling system integrating general computing, supercomputing, and intelligent computing, according to an embodiment of this application. Detailed Implementation
[0024] The technical solutions of this application will now be clearly and completely described with reference to the accompanying drawings. Obviously, the described embodiments are only some embodiments of this application, and not all embodiments. Based on the embodiments of this application, all other embodiments obtained by those skilled in the art without creative effort are within the scope of protection of this application.
[0025] like Figure 1 As shown in the figure, an embodiment of this application provides a method for scheduling computing network resources that integrates general computing, supercomputing, and intelligent computing, which may specifically include the following steps: Step S1: When a request to schedule computing network resources for the current task is received, obtain the type of the current task, the required completion speed of the current task, and the complexity of the current task; Step S2: Based on the type of the current task, the processing speed required by the current task, and the complexity of the current task, set a network resource scheduling scheme for the current task, which selects to schedule general computing resources, supercomputing resources, or intelligent computing resources. Step S3: Real-time detection of whether the current task of the computing network resource scheduling scheme selected by scheduling general computing power resources, supercomputing computing power resources, or intelligent computing power resources is completed within a preset time. If so, save the computing network resource scheduling scheme set for the current task. Otherwise, obtain the unfinished tasks in the current task, and simultaneously schedule general computing power resources, supercomputing computing power resources, and intelligent computing power resources for the unfinished tasks in the current task according to the status of the unfinished tasks in the current task. Step S4: When it is detected that an unfinished task in the current task has been completed, stop the network resource scheduling scheme that simultaneously schedules general computing resources, supercomputing resources, and intelligent computing resources for the unfinished task in the current task.
[0026] This embodiment presents a computing network resource scheduling method that integrates general computing, supercomputing, and intelligent computing. By selecting and scheduling the general computing, supercomputing, or intelligent computing resources required by the current task, it avoids scheduling computing resources that the current task does not need at all, thereby avoiding the waste of computing network resources, effectively improving the utilization efficiency of computing network resources, and ensuring that sufficient computing network resources can be scheduled for the current task, providing a strong guarantee for the smooth completion of the current task.
[0027] In a preferred embodiment, in order to schedule computing network resources according to historical computing network resource scheduling schemes, thereby avoiding the need to set up computing network resource scheduling schemes for the same current task every time, accelerating the scheduling speed of computing network resources, and further improving the scheduling efficiency of computing network resources, the aforementioned integrated computing, supercomputing, and intelligent computing computing network resource scheduling method may further include the following steps: Set the historical computing network resource scheduling scheme for the computing network node scheduling that is saved as the current computing network resource scheduling scheme for the computing network node, and directly schedule computing network resources for the computing network node according to the current computing network resource scheduling scheme.
[0028] In a preferred embodiment, to verify the feasibility of scheduling computing network resources according to the historical computing network resource scheduling scheme by determining whether to set the historical computing network resource scheduling scheme as the latest computing network resource scheduling scheme, the integrated computing, supercomputing, and intelligent computing computing network resource scheduling method may further include the following steps: The system detects whether the computing network node that directly schedules computing network resources according to the current computing network resource scheduling scheme has completed the current task within a preset time. If so, it provides feedback that the historical computing network resource scheduling scheme is the latest computing network resource scheduling scheme; otherwise, it provides feedback that the historical computing network resource scheduling scheme needs to be updated.
[0029] In a preferred embodiment, to ensure that emergency tasks obtain sufficient computing network resources, thereby ensuring that emergency tasks can be completed in a timely manner and improving the reliability of computing network resource scheduling, the integrated computing network resource scheduling method combining general computing, supercomputing, and intelligent computing may further include the following steps: When two or more current tasks request the scheduling of computing network resources, the computing network resources are scheduled for the two or more current tasks in descending order of their urgency.
[0030] In a preferred embodiment, in order to directly schedule redundant computing network resources of the same computing network node, reduce the scheduling steps of computing network resources, thereby improving the scheduling efficiency of computing network resources, avoiding computing bottlenecks, and accelerating the overall response speed of the computing network, the computing network resource scheduling method integrating general computing, supercomputing, and intelligent computing may further include the following steps: When the number of requests to schedule computing network resources for the current task from the same computing network node exceeds a preset number, it is checked whether there are redundant computing resources in the same computing network node. If so, the redundant computing resources are scheduled to complete the current task; otherwise, the computing network resources are scheduled to complete the current task.
[0031] In a preferred embodiment, to accurately select and schedule general-purpose computing resources, supercomputing resources, or intelligent computing resources for the current task, the method for selecting and scheduling general-purpose computing resources, supercomputing resources, or intelligent computing resources for the current task based on the acquired type of the current task, the processing speed required by the current task, and the complexity of the current task includes: Select scheduling general computing resources when the following expression is met: , Select to schedule intelligent computing resources when the following expression is met: , Select to schedule supercomputing resources when the following expression is met: ,, In the formula, The first character representing the current task type One data point, The first character representing the current task type Each data weight, , It is a positive integer. This indicates the total number of data items of the current task type. Indicates the processing speed required for the current task. This indicates the complexity value of the current task. Indicates the first selection scheduling threshold. This indicates the second selection scheduling threshold. Indicates infinity. This represents the natural logarithm function.
[0032] One embodiment of this application provides a computing network resource scheduling system integrating general computing, supercomputing, and intelligent computing, such as... Figure 2 As shown, it can specifically include: The receiving and acquiring module is used to acquire the type of the current task, the required completion speed of the current task, and the complexity of the current task when a request to schedule computing network resources for the current task is received. The selection scheduling module is used to set a computing network resource scheduling scheme for the current task based on the type of the current task, the processing speed required by the current task, and the complexity of the current task; The simultaneous scheduling module for computing network resources is used to detect in real time whether the current task, which selects a computing network resource scheduling scheme by scheduling general computing power resources, supercomputing computing power resources, or intelligent computing power resources, is completed within a preset time. If so, the computing network resource scheduling scheme set for the current task is saved. Otherwise, the unfinished tasks in the current task are obtained, and according to the status of the unfinished tasks in the current task, a computing network resource scheduling scheme that simultaneously schedules general computing power resources, supercomputing computing power resources, and intelligent computing power resources is set for the unfinished tasks in the current task. The network resource scheduling scheme stop module is used to stop the network resource scheduling scheme that simultaneously schedules general computing resources, supercomputing resources, and intelligent computing resources for the unfinished tasks in the current task when it is detected that an unfinished task in the current task has been completed.
[0033] In a preferred embodiment, the integrated computing network resource scheduling system combining general computing, supercomputing, and intelligent computing may further include: The current computing network resource scheduling scheme setting module is used to set the historical computing network resource scheduling scheme for the computing network nodes that are saved as the current computing network resource scheduling scheme for the computing network nodes, and to directly schedule computing network resources for the computing network nodes according to the current computing network resource scheduling scheme.
[0034] In a preferred embodiment, the integrated computing network resource scheduling system combining general computing, supercomputing, and intelligent computing may further include: The computing network resource scheduling module is used to schedule computing network resources for two or more current tasks in descending order of urgency when two or more current tasks request scheduling computing network resources.
[0035] In a preferred embodiment, the integrated computing network resource scheduling system combining general computing, supercomputing, and intelligent computing may further include: The redundant computing resource detection module is used to detect whether there are redundant computing resources in the same computing network node when the number of requests to schedule computing network resources for the current task issued by the same computing network node exceeds a preset number. If there are, the redundant computing resources are scheduled to complete the current task; otherwise, the computing network resources are scheduled to complete the current task.
[0036] It should be noted that the system embodiments described above are merely illustrative. The modules described as separate components may or may not be physically separate, and the components shown as modules may or may not be physical modules; that is, they may be located in one place or distributed across multiple network units. Some or all of the modules can be selected to achieve the purpose of this embodiment according to actual needs. Furthermore, in the system embodiment drawings provided in this application, the connection relationships between modules indicate that they have communication connections, which can be implemented as one or more communication buses or signal lines. Those skilled in the art can understand and implement this without creative effort. The above schematic diagrams are merely examples of a computing network resource scheduling system integrating general computing, supercomputing, and intelligent computing, and do not constitute a limitation on such a system. It may include more or fewer components than illustrated, or combine certain components, or use different components.
[0037] Based on the above method embodiments, this application provides corresponding terminal embodiments.
[0038] Another embodiment of this application provides a terminal, including a processor, a memory, and a computer program stored in the memory and configured to be run by the processor. When the processor runs the computer program, it implements a network resource scheduling method integrating general computing, supercomputing, and intelligent computing as described in any embodiment of this application.
[0039] For example, in this embodiment, the computer program can be divided into one or more modules, which are stored in the memory and executed by the processor to complete the present application. The one or more modules may be a series of computer program instruction segments capable of performing a specific function, which describe the operation of the computer program in the device. The aforementioned terminals can be computing devices such as desktop computers, laptops, handheld computers, and cloud servers. These devices may include, but are not limited to, processors and memory.
[0040] The processor can be a Central Processing Unit (CPU), or other general-purpose processors, digital signal processors (DSPs), application-specific integrated circuits (ASICs), field-programmable gate arrays (FPGAs), or other programmable logic devices, discrete gate or transistor logic devices, discrete hardware components, etc. A general-purpose processor can be a microprocessor or any conventional processor. This processor is the control center of the device, connecting various parts of the device via various interfaces and lines.
[0041] The aforementioned memory can be used to store the aforementioned computer programs and / or modules. The aforementioned processor implements various functions of the aforementioned device by running or executing the computer programs and / or modules stored in the aforementioned memory, and by calling data stored in the memory. The aforementioned memory may mainly include a program storage area and a data storage area, wherein the program storage area may store the operating system, at least one application program required for a function, etc. In addition, the memory may include high-speed random access memory, and may also include non-volatile memory, such as hard disk, memory, plug-in hard disk, smart media card (SMC), secure digital (SD) card, flash card, at least one disk storage device, flash memory device, or other volatile solid-state storage device.
[0042] Based on the above method embodiments, this application provides corresponding storage medium embodiments.
[0043] Another embodiment of this application provides a storage medium including a stored computer program, wherein, when the computer program is running, it controls the device where the storage medium is located to run a computing network resource scheduling method integrating general computing, supercomputing, and intelligent computing as described in any embodiment of this application.
[0044] In this embodiment, the storage medium is a computer-readable storage medium, and the computer program includes computer program code, which may be in the form of source code, object code, executable file, or some intermediate form. The computer-readable medium may include any entity or device capable of carrying the computer program code, recording media, USB flash drive, portable hard drive, magnetic disk, optical disk, computer memory, read-only memory (ROM), random access memory (RAM), electrical carrier signals, telecommunication signals, and software distribution media, etc.
[0045] In the embodiments described above in this application, the enterprise's internal and external networks are integrated, enabling internal staff participating in the enterprise's internal network project to access external network information related to the project simply by logging into the enterprise's internal network. This allows for very convenient access to relevant information about the enterprise's internal network project. By setting up external network access accounts for internal staff participating in the project to access the project-related external network information, and by setting different external network access permissions for different external network access accounts, internal staff participating in the enterprise's internal network project can conveniently and accurately obtain relevant external network information about the project they are participating in.
[0046] The above are preferred embodiments of this application. It should be noted that, for those skilled in the art, several improvements and modifications can be made without departing from the principles of this application, and these improvements and modifications are also considered to be within the scope of protection of this application.
Claims
1. A method for scheduling computing network resources that integrates general computing, supercomputing, and intelligent computing, characterized in that, Includes the following steps: When a request to schedule computing network resources for the current task is received, the type of the current task, the required completion speed of the current task, and the complexity of the current task are obtained; Based on the type of the current task, the processing speed required by the current task, and the complexity of the current task, a computing network resource scheduling scheme is set for the current task to select and schedule general computing resources, supercomputing resources, or intelligent computing resources. Real-time detection is performed to determine whether the current task, which selects a network resource scheduling scheme (using general computing power, supercomputing power, or intelligent computing power), is completed within a preset time. If so, the network resource scheduling scheme set for the current task is saved. Otherwise, the unfinished tasks in the current task are obtained, and general computing power, supercomputing power, and intelligent computing power are simultaneously scheduled for the unfinished tasks in the current task according to their status. When it is detected that an incomplete task in the current task has been completed, the network resource scheduling scheme that simultaneously schedules general computing resources, supercomputing resources, and intelligent computing resources for the incomplete task in the current task is stopped.
2. The method for scheduling computing network resources integrating general computing, supercomputing, and intelligent computing as described in claim 1, characterized in that, It also includes the following steps: Set the historical computing network resource scheduling scheme for the computing network node scheduling that is saved as the current computing network resource scheduling scheme for the computing network node, and directly schedule computing network resources for the computing network node according to the current computing network resource scheduling scheme.
3. The method for scheduling computing network resources integrating general computing, supercomputing, and intelligent computing as described in claim 2, characterized in that, It also includes the following steps: The system detects whether the computing network node that directly schedules computing network resources according to the current computing network resource scheduling scheme has completed the current task within a preset time. If so, it provides feedback that the historical computing network resource scheduling scheme is the latest computing network resource scheduling scheme; otherwise, it provides feedback that the historical computing network resource scheduling scheme needs to be updated.
4. The method for scheduling computing network resources integrating general computing, supercomputing, and intelligent computing as described in claim 1, characterized in that, It also includes the following steps: When two or more current tasks request the scheduling of computing network resources, the computing network resources are scheduled for the two or more current tasks in descending order of their urgency.
5. The method for scheduling computing network resources integrating general computing, supercomputing, and intelligent computing as described in claim 1, characterized in that, It also includes the following steps: When the number of requests to schedule computing network resources for the current task from the same computing network node exceeds a preset number, it is checked whether there are redundant computing resources in the same computing network node. If so, the redundant computing resources are scheduled to complete the current task; otherwise, the computing network resources are scheduled to complete the current task.
6. The method for scheduling computing network resources integrating general computing, supercomputing, and intelligent computing as described in claim 1, characterized in that, In the step of selecting and scheduling general computing resources, supercomputing resources, or intelligent computing resources for the current task based on the acquired type of the current task, the processing speed required by the current task, and the complexity of the current task, the method for selecting and scheduling general computing resources, supercomputing resources, or intelligent computing resources includes: Select scheduling general computing resources when the following expression is met: ， Select to schedule intelligent computing resources when the following expression is met: , Select to schedule supercomputing resources when the following expression is met: , In the formula, The first character representing the current task type One data point, The first character representing the current task type Each data weight, , It is a positive integer. This indicates the total number of data items of the current task type. Indicates the processing speed required for the current task. This indicates the complexity value of the current task. Indicates the first selection scheduling threshold. This indicates the second selection scheduling threshold.
7. A computing network resource scheduling system integrating general computing, supercomputing, and intelligent computing, characterized in that, include: The receiving and acquiring module is used to acquire the type of the current task, the required completion speed of the current task, and the complexity of the current task when a request to schedule computing network resources for the current task is received. The selection scheduling module is used to set a computing network resource scheduling scheme for the current task based on the type of the current task, the processing speed required by the current task, and the complexity of the current task; The simultaneous scheduling module for computing network resources is used to detect in real time whether the current task, which selects a computing network resource scheduling scheme by scheduling general computing power resources, supercomputing computing power resources, or intelligent computing power resources, is completed within a preset time. If so, the computing network resource scheduling scheme set for the current task is saved. Otherwise, the unfinished tasks in the current task are obtained, and according to the status of the unfinished tasks in the current task, a computing network resource scheduling scheme that simultaneously schedules general computing power resources, supercomputing computing power resources, and intelligent computing power resources is set for the unfinished tasks in the current task. The network resource scheduling scheme stop module is used to stop the network resource scheduling scheme that simultaneously schedules general computing resources, supercomputing resources, and intelligent computing resources for the unfinished tasks in the current task when it is detected that an unfinished task in the current task has been completed.
8. A computing network resource scheduling system integrating general computing, supercomputing, and intelligent computing as described in claim 7, characterized in that, The user intent recognition module also includes: The current computing network resource scheduling scheme setting module is used to set the historical computing network resource scheduling scheme for the computing network nodes that are saved as the current computing network resource scheduling scheme for the computing network nodes, and to directly schedule computing network resources for the computing network nodes according to the current computing network resource scheduling scheme.
9. A computing network resource scheduling system integrating general computing, supercomputing, and intelligent computing as described in claim 7, characterized in that, Also includes: The computing network resource scheduling module is used to schedule computing network resources for two or more current tasks in descending order of urgency when two or more current tasks request scheduling computing network resources.
10. A computing network resource scheduling system integrating general computing, supercomputing, and intelligent computing as described in claim 7, characterized in that, Also includes: The redundant computing resource detection module is used to detect whether there are redundant computing resources in the same computing network node when the number of requests to schedule computing network resources for the current task issued by the same computing network node exceeds a preset number. If there are, the redundant computing resources are scheduled to complete the current task; otherwise, the computing network resources are scheduled to complete the current task.