CN115550452A - Data processing method, computing power equipment and communication system - Google Patents
Data processing method, computing power equipment and communication system Download PDFInfo
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Abstract
The application provides a data processing method, computing equipment and a communication system, relates to the technical field of communication, and can more flexibly process various services. The communication system includes: a terminal device, a network device, and a computing device; the terminal equipment is used for determining the algorithm of the target service and the data of the target service and sending the algorithm of the target service and the data of the target service to the network equipment; the algorithm of the target service is an algorithm required for processing the data of the target service; the network equipment is used for receiving the algorithm of the target service and the data of the target service and sending the algorithm of the target service and the data of the target service to the computing power equipment; and the computing equipment is used for receiving the algorithm of the target service and the data of the target service, allocating resources for the target service based on the algorithm of the target service, and processing the data of the target service based on the algorithm of the resources and the target service. The embodiment of the application is used in a communication system.
Description
Technical Field
The present application relates to the field of communications technologies, and in particular, to a data processing method, a computing power device, and a communication system.
Background
With the development of communication networks, the service requirements of terminal devices are increasing. In order to meet the increasing business requirements, data centers are being developed in communication networks in order to provide a strong computing power for the communication networks and support the business requirements of the terminal devices.
However, the existing algorithms for data center processing are entered into the data center by the builder at the beginning of the construction. The algorithm is fixed for the data center and cannot be easily replaced, so that the service processing range of the conventional data center is limited.
Disclosure of Invention
The application provides a data processing method, computing power equipment and a communication system, which can more flexibly process various services.
In order to achieve the purpose, the following technical scheme is adopted in the application:
in a first aspect, the present application provides a communication system comprising: a terminal device, a network device, and a computing device; the terminal equipment is used for determining the algorithm of the target service and the data of the target service and sending the algorithm and the data to the network equipment; the algorithm is required for processing data; the network equipment is used for receiving the algorithm and the data and sending the algorithm and the data to the computing power equipment; and the computing equipment is used for receiving the algorithm and the data, distributing resources for the target service based on the algorithm and processing the data based on the resources and the algorithm.
In one possible implementation, a network device includes: a first network device and a second network device; the first network equipment is used for encrypting the algorithm and the data of the terminal equipment to obtain encrypted data and sending the encrypted data to the second network equipment; the second network equipment is used for receiving the encrypted data from the first network equipment, decrypting the encrypted data to obtain an algorithm and data, and sending the algorithm and the data to the computing power equipment; and the computing device is also used for receiving the algorithm and the data from the second network device.
In a possible implementation manner, the second network device is further configured to determine, from at least one computing device corresponding to the terminal device, that a computing device closest to the terminal device is a target computing device, and send an algorithm and data to the target computing device; and the target power computing device is used for receiving the algorithm and the data from the second network device and sending the algorithm and the data to any power computing device except the target power computing device in at least one power computing device.
In a possible implementation manner, the computing power device is further configured to determine a resource to be required of the target service based on an algorithm, and allocate the resource to the target service when an idle resource of the computing power device is greater than or equal to the resource to be required.
In a possible implementation manner, the computing device is further configured to send a resource allocation indication message to the network device; the resource allocation indication message is used for indicating the computing equipment to allocate resources for the target service; and the network equipment is also used for receiving the resource allocation indication message from the force computing equipment and establishing the corresponding relation between the terminal equipment and the force computing equipment based on the resource allocation indication message.
In a possible implementation manner, the terminal device is further configured to send a preset computing power device number of the target service to the network device; the network equipment is also used for sending the preset calculation force equipment number to the calculation force equipment; and the force computing equipment is also used for receiving the preset number of force computing equipment from the network equipment and distributing the resources for the target service under the condition that the number of the force computing equipment for distributing the resources for the target service currently is greater than or equal to the preset number of the force computing equipment.
In one possible implementation, at least one computing device has a smart contract.
In a second aspect, the present application provides a data processing method applied to the computing power device of claims 1 to 7, the method including: receiving an algorithm of a target service and data of the target service from network equipment, wherein the algorithm is an algorithm required for processing the data; based on the algorithm, allocating resources for the target service; data is processed based on resources and algorithms.
In one possible implementation, the method further includes: algorithms and data are received from the second network device.
In one possible implementation, allocating resources for a target service based on an algorithm includes: determining resources to be needed of the target service based on an algorithm; and under the condition that the idle resource of the computing equipment is greater than or equal to the resource to be needed, allocating the resource for the target service.
In one possible implementation, the method further includes: sending a resource allocation indication message to the network device; the resource allocation indication message is used for indicating that the computing equipment allocates resources for the target service.
In one possible implementation, the method further includes: receiving a preset computing power equipment number from network equipment; and under the condition that the number of computing power equipment for distributing resources to the target service is larger than or equal to the preset number of computing power equipment, distributing the resources to the target service.
In a third aspect, the present application provides a force computing device comprising: a communication unit and a processing unit; the communication unit is used for receiving an algorithm of a target service and data of the target service from the network equipment, wherein the algorithm is an algorithm required for processing the data; a processing unit, configured to allocate resources for a target service based on an algorithm; and the processing unit is also used for processing data based on resources and algorithms.
In one possible implementation, the communication unit is further configured to: algorithms and data are received from the second network device.
In a possible implementation manner, the processing unit is further configured to determine a resource to be required for the target service based on an algorithm; and the processing unit is also used for allocating resources for the target service under the condition that the idle resources of the computing equipment are greater than or equal to the resources to be needed.
In a possible implementation manner, the communication unit is further configured to send a resource allocation indication message to the network device; the resource allocation indication message is used for indicating that the computing equipment allocates resources for the target service.
In a possible implementation manner, the communication unit is further configured to receive a preset number of computing devices from the network device; and the processing unit is also used for allocating the resources for the target service under the condition that the number of the computing power equipment for allocating the resources for the target service currently is greater than or equal to the preset number of the computing power equipment.
In a fourth aspect, the present application provides a force computing device, the apparatus comprising: a processor and a communication interface; the communication interface is coupled to a processor for executing a computer program or instructions for implementing the component determination method as described in the first aspect and any possible implementation form of the first aspect. In a fifth aspect, the present application provides a computer-readable storage medium having stored therein instructions that, when executed on a terminal, cause the terminal to perform the component determination method as described in the first aspect and any one of the possible implementations of the first aspect. In a sixth aspect, the present application provides a computer program product comprising instructions that, when run on a computing power device, cause the computing power device to perform the component determination method as described in the first aspect and any one of the possible implementations of the first aspect. In a seventh aspect, the present application provides a chip comprising a processor and a communication interface, the communication interface being coupled to the processor, the processor being configured to execute a computer program or instructions to implement the component determination method as described in the first aspect and any possible implementation manner of the first aspect. In particular, the chip provided in the present application further comprises a memory for storing a computer program or instructions.
The technical scheme at least has the following beneficial effects: the terminal equipment sends the algorithm of the target service and the data of the target service to the computing equipment through the network equipment, and the computing equipment receives the algorithm of the target service and the data of the target service and distributes resources for the target service based on the algorithm of the target service. After the resources are determined, the computing equipment can process data of the target service based on the resources, so that the computing equipment needs to acquire a service algorithm from the terminal equipment through the network equipment in the process of processing the service data and then allocate the resources for the service based on the algorithm.
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Fig. 1 is a block diagram of a communication system according to an embodiment of the present application;
fig. 2 is a block diagram of another communication system provided in an embodiment of the present application;
fig. 3 is a block diagram of another communication system provided in an embodiment of the present application;
fig. 4 is a block diagram of another communication system provided in an embodiment of the present application;
fig. 5 is a structural diagram of an electronic device according to an embodiment of the present application.
Detailed Description
The communication system provided by the embodiment of the present application is described in detail below with reference to the accompanying drawings.
The term "and/or" herein is merely an association describing an associated object, meaning that three relationships may exist, e.g., a and/or B, may mean: a exists alone, A and B exist simultaneously, and B exists alone.
The terms "first" and "second" and the like in the description and drawings of the present application are used for distinguishing different objects or for distinguishing different processes for the same object, and are not used for describing a specific order of the objects. Furthermore, the terms "including" and "having," and any variations thereof, as referred to in the description of the present application, are intended to cover non-exclusive inclusions. For example, a process, method, system, article, or apparatus that comprises a list of steps or elements is not limited to only those steps or elements but may alternatively include other steps or elements not expressly listed or inherent to such process, method, article, or apparatus.
It should be noted that in the embodiments of the present application, words such as "exemplary" or "for example" are used to indicate examples, illustrations or explanations. Any embodiment or design described herein as "exemplary" or "e.g.," is not necessarily to be construed as preferred or advantageous over other embodiments or designs. Rather, use of the word "exemplary" or "such as" is intended to present concepts related in a concrete fashion. In the description of the present application, the meaning of "a plurality" means two or more unless otherwise specified.
Hereinafter, terms related to the embodiments of the present application are explained to facilitate the understanding of the reader.
1. Block chain
The blockchain is a novel application mode of computer technologies such as distributed data storage, point-to-point transmission, a consensus mechanism and an encryption algorithm, and has the characteristics of being incapable of being forged, having trace in the whole process, being traceable, being public and transparent, being maintained collectively and the like.
2. Intelligent contract
The intelligent contract is a computer protocol which is propagated and verified in an informatization mode and commonly obeyed by a plurality of nodes in a block chain. Based on the intelligent contract, the plurality of nodes can run the same set of codes, so that each node in the plurality of nodes processes the same set of codes, and generates a final processing result based on the processing result of each node. Optionally, the plurality of nodes may form a Decentralized Application (DAPP). Because the plurality of nodes all run the same set of codes, even if any one of the plurality of nodes fails, the final processing result is not greatly influenced, so that the robustness of the DAPP is strong.
The above is a brief introduction to some of the concepts involved in the embodiments of the present application.
With the development of communication networks, the data volume of partial areas is continuously increased, and the service demand of terminal equipment is increased. In order to meet the increasing service demand, data centers (e.g., data centers with 5 nanometers (nm) on a single chip) are emerging in communication networks, so as to provide a strong computing power for the communication networks and support the service demand of the terminal devices.
However, the existing algorithms for data center processing are entered into the data center by the builder at the beginning of the construction. The algorithm is fixed for the data center and cannot be easily replaced, so that the service processing range of the conventional data center is limited.
In order to solve the problems in the prior art, an embodiment of the present application provides a communication system, which can more flexibly process multiple services. As shown in fig. 1, fig. 1 is a schematic structural diagram of a communication system 10 provided in an embodiment of the present application. The communication system 10 includes: terminal device 101, network device 102, and computing power device 103.
The terminal device 101 is configured to determine an algorithm of the target service and data of the target service, and send the algorithm of the target service and the data of the target service to the network device 102.
The algorithm of the target service is an algorithm required for processing data of the target service.
Optionally, the terminal device 101 may send the algorithm of the target service to the network device 102 first, and then send the data of the target service to the network device 102, and may also send the algorithm of the target service and the data of the target service to the network device 102.
The network device 102 is configured to receive the algorithm of the target service and the data of the target service, and send the algorithm of the target service and the data of the target service to the computing device 103.
And the computing equipment 103 is used for receiving the algorithm of the target service and the data of the target service, allocating resources for the target service based on the algorithm of the target service, and processing the data of the target service based on the algorithm of the resources and the target service.
In a possible implementation manner, the process of processing data by the computing device 103 based on the target resource is as follows: the computing power device 103 occupies the resources, and computes target data based on an algorithm of the target service to generate a processing result. Alternatively, after the computing device 103 generates the processing result, the computing device 103 may also transmit the processing result to the terminal device 101 through the network device 102.
It will be appreciated that due to the rapid development in the field of artificial intelligence, device computing is necessary instead of human computing. The three elements of the artificial intelligence device include: data, algorithms, and computing resources (also referred to as computing power) that may serve as the primary support for such devices. Thus, the computational power node may refer to a node that provides computational resources for a terminal device.
In an alternative implementation manner, the algorithm of the target service may be determined based on the requirement of the target service.
Optionally, the underlying operating environment of the computing device 103 may be understood by referring to a technology of building an underlying environment by a public cloud, and details are not described here.
In some examples, the terminal device 101 may be a terminal (terminal equipment), a User Equipment (UE), a Mobile Station (MS), a Mobile Terminal (MT), a mobile phone (mobile phone), a tablet pc or a computer with wireless transceiving function, a Virtual Reality (VR) terminal, an Augmented Reality (AR) terminal, a wireless terminal in industrial control, a wireless terminal in unmanned driving, a wireless terminal in telemedicine, a wireless terminal in a smart grid, a wireless terminal in a smart city (smart home), a smart home, a vehicle-mounted terminal, a terminal device of a personal user, a terminal device of an enterprise user (e.g., a camera, a Programmable Logic Controller (PLC) controller, a sensor), and the like. In this embodiment, the apparatus for implementing the function of the terminal device 101 may be the terminal device 101, or may be an apparatus, such as a system on chip, capable of supporting the terminal device 101 to implement the function.
It is to be appreciated that the network device 102 described herein is primarily responsible for forwarding information (e.g., algorithms of the target service) and/or data (e.g., data of the target service), for example, the network device 102 may send the algorithms of the target service and the data of the target service to the computing device 103 based on a target protocol (e.g., a wireless communication protocol, a wired routing protocol).
Optionally, the network device 102 may include at least one of the following: access network equipment, switches, and core network equipment. In one example, an access network device may be any of a small form factor base station, a wireless access point, a Transmission Reception Point (TRP), a Transmission Point (TP), and some other access node.
The technical scheme at least has the following beneficial effects: in the communication system provided by the application, the terminal device 101 sends the algorithm of the target service and the data of the target service to the power computing device 103 through the network device 102, and the power computing device 103 receives the algorithm of the target service and the data of the target service and allocates resources for the target service based on the algorithm of the target service. After the resources are determined, the computing power device 103 may process data of the target service based on the resources, so that in a process of processing service data, the computing power device 103 needs to acquire a service algorithm from the terminal device 101 through the network device 102, and then allocate resources to the service based on the algorithm.
In an alternative embodiment, a plurality of network devices 102 may be included in the communication system described herein. This embodiment provides a possible implementation manner, as shown in fig. 2, and fig. 2 is another communication system provided in the present application. The communication system includes: a first network device 1021 and a second network device 1022.
The first network device 1021 is configured to encrypt the algorithm of the target service of the terminal device 101 and the data of the target service to obtain encrypted data, and send the encrypted data to the second network device 1022.
The second network device 1022 is configured to receive the encrypted data from the first network device 1021, decrypt the encrypted data to obtain the algorithm of the target service and the data of the target service, and send the algorithm of the target service and the data of the target service to the computing device 103.
The computing device 103 is further configured to receive the algorithm of the target service and the data of the target service from the second network device 1022.
Optionally, the first network device 1021 may also encrypt the algorithm of the target service, or encrypt the data of the target service.
In some examples, the encryption method may include at least one of: a symmetric encryption method and an asymmetric encryption method.
As an alternative implementation, the second network device 1022 may send the algorithm of the target service and the data of the target service to each computing device 103 in the at least one computing device 103 corresponding to the terminal device 101.
Optionally, the above is only described as an example that the communication system includes two network devices 102, and the communication system may further include another number of network devices 102 (for example, three network devices 102), which is not limited in this application.
Illustratively, in a case where the communication system includes three network devices 102 (e.g., network device 102#1, network device 102#2, and network device 102# 3), after the network device 102#1 acquires the algorithm of the target service and the data of the target service from the terminal device 101, the algorithm of the target service and the data of the target service are encrypted to obtain encrypted data #1, and the encrypted data #1 is sent to the network device 102# 2. Accordingly, the network device 102#2 receives the encrypted data #1 from the network device 102#1 and sends the encrypted data #1 to the network device 102# 3. Correspondingly, the network device 102#3 receives the encrypted data #1 from the network device 102#2, encrypts the encrypted data #1 to obtain the algorithm of the target service and the data of the target service, and sends the algorithm of the target service and the data of the target service to the computing device 103.
The technical scheme at least has the following beneficial effects: in the communication system provided by the present application, when the communication system includes a plurality of network devices 102, the first network device 1021 receives the algorithm of the target service and the data of the target service from the terminal device 101, and needs to encrypt the algorithm of the target service and the data of the target service to obtain encrypted data, and sends the encrypted data to another network device 102 (for example, a second network device 1022), and the second network device 1022 decrypts the encrypted data, and then sends the algorithm of the target service and the data of the target service to the computing power device 103. Therefore, the algorithm of the target service and the data of the target service are not directly sent between the first network device 1021 and the second network device 1022 in the communication system provided by the present application, but encrypted data obtained after encryption is transmitted, so that the algorithm of the target service and the data of the target service are prevented from being leaked, and further, the transmission security is improved.
In an optional embodiment, the second network device 1022 may further send the algorithm of the target service and the data of the target service to one computing power device 103 of the at least one computing power device 103 corresponding to the terminal device 101, and the computing power device 103 sends the algorithm of the target service and the data of the target service to other computing power devices 103. Fig. 3 is another communication system provided by the present application, as shown in fig. 3. The communication system includes: a plurality of force computing devices 103. Therefore, the following describes in detail the operations performed by the respective devices in the above case:
the second network device 1022 is further configured to determine, from at least one computing power device 103 corresponding to the terminal device 101, that the computing power device 103 closest to the distance is the target computing power device 103, and send the algorithm of the target service and the data of the target service to the target computing power device 103.
And the target power computing device 103 is configured to receive the algorithm of the target service and the data of the target service from the second network device 1022, and send the algorithm of the target service and the data of the target service to any power computing device 103 except the target power computing device 103 in the at least one power computing device 103.
Optionally, the target computing force device 103 may send all or part of the algorithm of the target service and the data of the target service to the other computing force devices 103 after receiving the algorithm of the target service and the data of the target service from the second network device.
In one possible implementation, each of the at least one computing power devices 103 has an intelligent contract, so that each computing power device 103 of the at least one computing power device 103 can process data of the target service based on an algorithm of the target service. In this way, even if any one computing device 103 of the at least one computing device 103 fails, the processing of the target service is not greatly affected, so that the communication system has strong robustness.
The technical scheme at least brings the following beneficial effects: in the communication system provided by the present application, the second network device 1022 sends the algorithm of the target service and the data of the target service to the target computing power device 103 (that is, in at least one computing power device 103 corresponding to the terminal device 101, the computing power device 103 with the closest distance is determined), and then, the target computing power device 103 sends the algorithm of the target service and the data of the target service to other computing power devices 103, so that each computing power device 103 can obtain the algorithm of the target service and the data of the target service, so that the plurality of computing power devices 103 collectively process the data of the target service.
In an alternative embodiment, before allocating the resources for the target service, the computing device 103 may further determine whether the remaining resources can meet the resource requirement of the target service, and allocate the resources for the target resource in a case that the remaining resources can meet the resource requirement of the target service. Therefore, the operation performed by the computing power apparatus 103 in this case will be described in detail below:
the computing power device 103 is further configured to determine a resource to be required for the target service based on an algorithm of the target service, and allocate the resource to the target service when an idle resource of the computing power device 103 is greater than or equal to the resource to be required.
In a possible implementation manner, after obtaining the algorithm of the target service, the computing device 103 may evaluate, based on the algorithm of the target service, resources required for processing data of the target service, and further determine resources to be required for the target service.
In some optional examples, the resources may include at least one of: central Processing Unit (CPU) resources, graphics Processing Unit (GPU) resources, field Programmable Gate Array (FPGA) resources, storage resources, and database resources.
Optionally, when the idle resource of the computing device 103 is smaller than the resource to be required, the computing device 103 does not allocate the idle resource to the target service, and sends a resource allocation failure message to the network device 102. Accordingly, the network device 102 receives a resource allocation failure message from the computing device 103. The resource allocation failure message is used for indicating that the idle resource is not allocated for the target service.
The technical scheme at least has the following beneficial effects: in the communication system provided by the application, before the computing force equipment 103 allocates the idle resource to the target service, the computing force equipment 103 determines the resource to be required of the target service based on the algorithm of the target service, and determines that the idle resource of the computing force equipment 103 is greater than or equal to the resource to be required. When the idle resources of the computing power device 103 are greater than or equal to the resources to be required, the computing power device 103 allocates idle resources to the target service, so that a fault caused by the fact that the computing power device 103 allocates idle resources to the target service by force can be avoided, and the stability of the computing power device 103 is further improved.
In an alternative embodiment, before sending the service data to the computing power device 103, the network device 102 may first establish a correspondence between the terminal device 101 and the computing power device 103, so that in a case of receiving data of a target service from the terminal device 101, the network device 102 may determine, based on the correspondence, the computing power device 103 capable of providing a resource for the terminal device 101. Therefore, the operation performed by each device in this case is explained in detail below:
the computing device 103 is further configured to send a resource allocation indication message to the network device 102.
Wherein the resource allocation indication message is used to indicate that the computing device 103 has allocated resources for the target service.
The network device 102 is further configured to receive the resource allocation indication message from the power computing device 103, and establish a corresponding relationship between the terminal device 101 and the power computing device 103 based on the resource allocation indication message.
Optionally, each corresponding relationship may have a DAPP session identifier corresponding to the corresponding relationship, so that the subsequent network device 102 may conveniently query the corresponding relationship.
The technical scheme at least brings the following beneficial effects: in the communication system provided by the present application, the computing power device 103 may send a resource allocation indication message to the network device 102, and then after the network device 102 receives the resource allocation indication message, the corresponding relationship between the terminal device 101 and the computing power device 103 may be established based on the resource allocation indication message, so that when the subsequent network device 102 receives data of a target service, at least one computing power device 103 corresponding to the terminal device 101 may be determined based on the corresponding relationship.
In an alternative embodiment, the terminal device 101 may determine the preset calculation force device number based on the service requirement thereof, and send the preset calculation force device number to the calculation force device 103 through the network device 102, so that the calculation force device 103 may determine whether to allocate resources for the target service based on the preset calculation force device number. Therefore, the operation performed by each device in this case is explained in detail below:
the terminal device 101 is further configured to send the preset computing power device number of the target service to the network device 102.
The network device 102 is further configured to send a preset computing power device number of the target service to the computing power device 103.
The computing power device 103 is further configured to receive a preset computing power device number of the target service from the network device 102, and allocate the resource to the target service if the number of the computing power devices 103 currently allocating the resource to the target service is greater than or equal to the preset computing power device number.
In a possible implementation manner, in the case that the number of computing power devices 103 currently allocating resources for the target service is greater than or equal to the preset number of computing power devices, the computing power devices 103 allocating resources for the target service collectively process data of the target service based on an algorithm of the target service. Under the condition that the number of the computing power devices 103 which currently allocate resources for the target service is less than the preset number of computing power devices, the computing power devices 103 which allocate resources for the target service do not process the data of the target service based on the algorithm of the target service.
In an alternative implementation, the high priority terminal device 101 may preempt the computing device 103 in the DAPP of the low priority terminal device 101. For example, in the case where all the computing power devices 103 in the DAPP #1 are occupied, other computing power nodes in the DAPP #2 having a priority lower than that of the DAPP #1 may be preempted by the DAPP #1 so that the terminal device 101 corresponding to the DAPP #1 provides computing power.
As a possible implementation manner, when the computing power device 103 receives the service algorithms of the plurality of terminal devices 101 and the preset computing power device 103 number corresponding to the plurality of terminal devices 101 at the same time, the computing power device 103 may further determine the number of computing power devices 103 (denoted as a first computing power device number) that have allocated resources to each terminal device 101, and determine the number of computing power devices 103 (denoted as a second computing power device number) that each terminal device 101 still needs based on the first computing power device number of each terminal device 101 and the preset computing power device number corresponding to each terminal device 101. Next, the computing power device 103 may determine, from among the plurality of terminal devices 101, the terminal device 101 with the largest number of second computing power devices, and allocate resources to the terminal device 101.
Optionally, the preset computing power device number may be the number of the minimum computing power devices 103 capable of processing the target service of the terminal device 101, and if the number of the computing power devices 103 actually processing the target service of the terminal device 101 is greater than the preset computing power device number, resource waste may be caused; if the number of computing power devices 103 actually processing the target service of the terminal device 101 is smaller than the preset number of computing power devices, the target service of the terminal device 101 cannot be processed normally.
Illustratively, the preset computing force device number may be 2.
The technical scheme at least has the following beneficial effects: in the communication system provided by the application, the terminal device 101 sends the preset calculation capacity device number of the target service to the calculation capacity device 103 through the network device 102, after the calculation capacity device 103 receives the preset calculation capacity device number of the target service, the preset calculation capacity device number of the target service and the calculation capacity device 103 which currently allocates resources for the target service can be compared, and resources are allocated to the target service under the condition that whether the calculation capacity device 103 which currently allocates resources for the target service is greater than or equal to the preset calculation capacity device number, so that the calculation capacity device 103 can more adaptively determine whether resources need to be allocated to the target service, thereby avoiding resource waste and avoiding the problem that the target service of the terminal device 101 cannot be normally processed.
In one possible implementation, as shown in fig. 4, the communication system may include: a plurality of terminal devices 101, a plurality of network devices 102, and a plurality of computing power devices 103. Each of the plurality of terminal apparatuses 101 may be connected to at least one network apparatus 102. The network device 102 may be connected to the terminal device 101, may be connected to other network devices 102, and may be connected to the computing device 103. Computing power device 103 may be connected to other computing power devices 103 and may also be connected to network device 102.
In addition, the communication system described in the embodiment of the present application is for more clearly illustrating the technical solution of the embodiment of the present application, and does not constitute a limitation to the technical solution provided in the embodiment of the present application, and it is known by a person of ordinary skill in the art that the technical solution provided in the embodiment of the present application is also applicable to similar technical problems with the evolution of network architecture and the appearance of new communication systems.
The application also provides a data processing method and a computing power device. For the specific description of the data processing method and the computing device, reference may be made to the related description in the communication system, and details are not repeated herein.
Fig. 5 is a schematic structural diagram of an electronic device (e.g., a terminal device 101, a network device 102, and a computing power device 103) provided in an embodiment of the present application. As shown in fig. 5, the electronic apparatus includes: at least one processor 501, memory 502, communication interface 503, and bus 504. The processor 501, the memory 502 and the communication interface 503 may be connected via a bus 504.
The processor 501 may be a Central Processing Unit (CPU), an Application Specific Integrated Circuit (ASIC), or one or more integrated circuits configured to implement embodiments of the present application, such as: one or more Digital Signal Processors (DSPs), or one or more Field Programmable Gate Arrays (FPGAs).
The memory 502 may be, but is not limited to, a read-only memory (ROM) or other type of static storage device that may store static information and instructions, a Random Access Memory (RAM) or other type of dynamic storage device that may store information and instructions, an electrically erasable programmable read-only memory (EEPROM), a compact disk read-only memory (CD-ROM) or other optical disk storage, optical disk storage (including compact disk, laser disk, optical disk, digital versatile disk, blu-ray disk, etc.), magnetic disk storage media or other magnetic storage devices, or any other medium that can be used to include or store desired program code in the form of instructions or data structures and that can be accessed by a computer.
The communication interface 503 is used for communicating with other devices or a communication network, and may be any transceiver or other devices, such as ethernet, radio Access Network (RAN), wireless Local Area Network (WLAN), etc.
In a possible design, the memory 502 may exist separately from the processor 501, that is, the memory 502 may be a memory external to the processor 501, in which case, the memory 502 may be connected to the processor 501 through the bus 504, and is used for storing execution instructions or application program codes, and is controlled by the processor 501 to execute, so as to implement the software upgrading method provided by the following embodiments of the present application. In yet another possible design, the memory 502 may also be integrated with the processor 501, that is, the memory 502 may be an internal memory of the processor 501, for example, the memory 502 is a cache memory, and may be used for temporarily storing some data and instruction information.
As one implementation, processor 501 may include one or more CPUs, such as CPU0 and CPU1 in fig. 1.
Bus 504 may include a path for communicating information between the above components.
Optionally, the electronic device 500 may be applied to an access network device, a device room (e.g., a convergence room, a core room, etc.), a data center, and other devices.
It is noted that the configuration shown in fig. 5 does not constitute a limitation of the electronic device 500, and that the electronic device 500 may include more or less components than those shown in fig. 5, or combine some components, or arrange different components, in addition to the components shown in fig. 5.
Through the above description of the embodiments, it is clear to those skilled in the art that, for convenience and simplicity of description, the foregoing division of the functional modules is merely used as an example, and in practical applications, the above function distribution may be completed by different functional modules according to needs, that is, the internal structure of the device may be divided into different functional modules to complete all or part of the above described functions. For the specific working processes of the system, the apparatus and the unit described above, reference may be made to the corresponding processes in the foregoing method embodiments, and details are not described here again. The computer readable storage medium may be, for example, but not limited to, an electronic, magnetic, optical, electromagnetic, infrared, or semiconductor system, apparatus, or device, or any combination thereof. More specific examples (a non-exhaustive list) of the computer readable storage medium would include the following: an electrical connection having one or more wires, a portable computer diskette, a hard disk, a Random Access Memory (RAM), a Read-Only Memory (ROM), an Erasable Programmable Read-Only Memory (EPROM), a register, a hard disk, an optical fiber, a portable Compact Disc Read-Only Memory (CD-ROM), an optical storage device, a magnetic storage device, any suitable combination of the above, or any other form of computer readable storage medium known in the art. An exemplary storage medium is coupled to the processor such the processor can read information from, and write information to, the storage medium. Of course, the storage medium may also be integral to the processor. The processor and the storage medium may reside in an Application Specific Integrated Circuit (ASIC). In embodiments of the present application, a computer readable storage medium may be any tangible medium that can contain, or store a program for use by or in connection with an instruction execution system, apparatus, or device.
The above description is only an embodiment of the present application, but the scope of the present application is not limited thereto, and any changes or substitutions within the technical scope disclosed in the present application should be covered within the scope of the present application. Therefore, the protection scope of the present application shall be subject to the protection scope of the claims.
Claims (17)
1. A communication system, the communication system comprising: a terminal device, a network device, and a computing device;
the terminal device is used for determining an algorithm of a target service and data of the target service and sending the algorithm and the data to the network device; the algorithm is an algorithm required for processing the data;
the network equipment is used for receiving the algorithm and the data and sending the algorithm and the data to the computing equipment;
and the computing equipment is used for receiving the algorithm and the data, distributing resources for the target service based on the algorithm and processing the data based on the resources and the algorithm.
2. The system of claim 1, wherein the network device comprises: a first network device and a second network device;
the first network device is configured to encrypt the algorithm and the data of the terminal device to obtain encrypted data, and send the encrypted data to the second network device;
the second network device is configured to receive encrypted data from the first network device, decrypt the encrypted data to obtain the algorithm and the data, and send the algorithm and the data to the computing power device;
the computing device is further configured to receive the algorithm and the data from the second network device.
3. The system of claim 2,
the second network device is further configured to determine, from at least one computing device corresponding to the terminal device, a computing device closest to the terminal device as a target computing device, and send the algorithm and the data to the target computing device;
the target computing power device is configured to receive the algorithm and the data from the second network device, and send the algorithm and the data to any computing power device other than the target computing power device in the at least one computing power device.
4. The system according to any one of claims 1 to 3,
the computing power equipment is further used for determining resources to be needed of the target service based on the algorithm and distributing the resources to the target service under the condition that the idle resources of the computing power equipment are greater than or equal to the resources to be needed.
5. The system according to any one of claims 1 to 3,
the computing equipment is further used for sending a resource allocation indication message to the network equipment; the resource allocation indication message is used for indicating the computing equipment to allocate the resources for the target service;
the network device is further configured to receive the resource allocation indication message from the computing power device, and establish a corresponding relationship between the terminal device and the computing power device based on the resource allocation indication message.
6. The system according to any one of claims 1 to 3,
the terminal equipment is also used for sending the preset computing power equipment number of the target service to the network equipment;
the network equipment is further used for sending the preset calculation force equipment number to the calculation force equipment;
the computing power device is further configured to receive the preset computing power device number from the network device, and allocate the resource to the target service when the current computing power device number for allocating the resource to the target service is greater than or equal to the preset computing power device number.
7. The system of claim 3, wherein the at least one computing device each has a smart contract.
8. A data transmission method applied to the computing power device according to claims 1 to 7, comprising:
receiving an algorithm of a target service and data of the target service from network equipment, wherein the algorithm is an algorithm required for processing the data;
based on the algorithm, allocating resources for the target service;
processing the data based on the resources and the algorithm.
9. The method of claim 8, further comprising:
receiving the algorithm and the data from the second network device.
10. The method according to claim 8 or 9, wherein the allocating resources for the target service based on the algorithm comprises:
determining resources to be needed of the target service based on the algorithm;
and under the condition that the idle resources of the computing equipment are greater than or equal to the resources to be needed, allocating the resources to the target service.
11. The method according to claim 8 or 9, characterized in that the method further comprises:
sending a resource allocation indication message to the network device; the resource allocation indication message is used for indicating the computing equipment to allocate the resources for the target service.
12. The method according to claim 8 or 9, characterized in that the method further comprises:
receiving the preset computing power device number from the network device;
and under the condition that the number of computing power devices for distributing the resources to the target service is larger than or equal to the preset number of computing power devices, distributing the resources to the target service.
13. A force computing apparatus, comprising: a communication unit and a processing unit;
the communication unit is used for receiving an algorithm of a target service and data of the target service from network equipment, wherein the algorithm is an algorithm required for processing the data;
the processing unit is used for allocating resources for the target service based on the algorithm;
the processing unit is further configured to process the data based on the resources and the algorithm.
14. The computing power device of claim 13, wherein the communication unit is further configured to:
receiving the algorithm and the data from the second network device.
15. Force computing device according to claim 13 or 14,
the processing unit is further configured to determine a resource to be required for the target service based on the algorithm;
and the processing unit is further configured to allocate the resource to the target service when the idle resource of the computing equipment is greater than or equal to the resource to be required.
16. Force computing device according to claim 13 or 14,
the communication unit is further configured to send a resource allocation indication message to the network device; the resource allocation indication message is used for indicating that the computing power equipment allocates the resources for the target service.
17. Force computing device according to claim 13 or 14,
the communication unit is further used for receiving the preset computing force equipment number from the network equipment;
and the processing unit is further configured to allocate the resource to the target service when the number of computing power devices currently allocating the resource to the target service is greater than or equal to the preset number of computing power devices.
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