CN113918423A - Cloud platform monitoring method and device and application thereof - Google Patents
Cloud platform monitoring method and device and application thereof Download PDFInfo
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- G06F11/00—Error detection; Error correction; Monitoring
- G06F11/30—Monitoring
- G06F11/3003—Monitoring arrangements specially adapted to the computing system or computing system component being monitored
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- G06F11/302—Monitoring arrangements specially adapted to the computing system or computing system component being monitored where the computing system component is a software system
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- G06F9/06—Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
- G06F9/44—Arrangements for executing specific programs
- G06F9/455—Emulation; Interpretation; Software simulation, e.g. virtualisation or emulation of application or operating system execution engines
- G06F9/45533—Hypervisors; Virtual machine monitors
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- G06F9/06—Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
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Abstract
The application provides a cloud platform monitoring method, which is applied to an algorithm package service system and comprises the following steps: acquiring a monitoring request, analyzing the monitoring request to obtain monitored object information and target information, and determining a target cloud platform from at least one cloud platform according to the monitored object information; sending a first operation request to a target cloud platform; and acquiring first request content returned by the cloud platform processor of the target cloud platform according to the first operation request. The method provides the user terminal with the relevant information corresponding to the algorithm package, the physical server and the algorithm package service in the cloud platform, and the cloud platform processor of the cloud platform carries out unified configuration and control management on the physical server and the algorithm package service, thereby increasing the technical support in the subsequent service of the algorithm package, improving the capability of solving the problem of the service side and meeting different requirements of different users.
Description
Technical Field
The present disclosure relates to the technical field of cloud platform systems and remote service control, and in particular, to a cloud platform monitoring method, device and application thereof.
Background
The algorithm is the foundation and core of modern computer business system platform and AI intelligent technology, and is an important component for realizing the function of the business system. In order to save investment on infrastructure and irrelevant to main business, a user converts the investment into operation cost of using a cloud platform.
The cloud platform is also called a cloud computing platform, and is a service based on software resources and hardware resources, and provides computing, network and storage capabilities. Cloud computing is a product of the development and fusion of the traditional computer technology and the network technology, and is also a key strategic technology and means for guiding the innovation of the future information industry. Cloud computing platforms can be divided into 3 classes: the cloud computing platform comprises a storage type cloud platform taking data storage as a main part, a computing type cloud platform taking data processing as a main part and a comprehensive cloud computing platform taking computing and storage processing as a compromise.
At present, various existing cloud platforms serving algorithms mainly focus on maintenance and management of the algorithms, but support of the algorithms in subsequent services is seriously lacked, the provided functions are single, the capacity of solving business problems is limited, and different requirements of different users cannot be met.
Disclosure of Invention
The embodiment of the application provides a cloud platform monitoring method, a cloud platform monitoring device and a computer program product, the method can monitor physical servers or algorithm package services in each cloud platform, and the cloud platform processor of the cloud platform is used for carrying out unified configuration and control management on the physical servers, virtual machines and the algorithm package services in the cloud platform, so that technical support for the follow-up services of the algorithm package is increased, and different requirements of different users are met.
In a first aspect, an embodiment of the present application provides a cloud platform monitoring method, which is applied to an algorithm package service system, where the algorithm package service system includes at least one cloud platform, the cloud platform includes an algorithm package server, a cloud platform processor, and a physical server, and the algorithm package server is used to store an algorithm package file in the cloud platform and algorithm package basic information corresponding to the algorithm package file; the cloud platform processor is used for executing the operation request in the cloud platform; the physical server is used for deploying the algorithm package file and operating the algorithm package file to provide the algorithm package service; the method comprises the following steps:
acquiring a monitoring request, analyzing the monitoring request to obtain monitored object information and target information, and determining a target cloud platform from the at least one cloud platform according to the monitored object information;
sending a first operation request to the target cloud platform, wherein the first operation request is a first request content corresponding to the target information acquired from a request object corresponding to the monitored object information, and the monitored object is a target physical server determined from at least one physical server, or a target algorithm package service determined from at least one algorithm package service of the target physical server, or a target algorithm package file determined from at least one algorithm package file of the algorithm package server;
and acquiring first request content returned by the cloud platform processor of the target cloud platform according to the first operation request.
In some embodiments, the target information includes at least one of basic information, running information, and log records.
In some application embodiments, the cloud platform processor of the target cloud platform obtains the first operation request, determines the target physical server from at least one physical server of the target cloud platform according to the first operation request, or determines the target algorithm package file from at least one algorithm package file of the algorithm package server of the target cloud platform, and then obtains the first request content corresponding to the target information from the target physical server or the target algorithm package file.
In some application embodiments, at least one virtual machine is deployed on the physical server, and the monitoring object may further determine a target virtual machine from the at least one virtual machine of the target physical server.
In some application embodiments, the method further comprises: the cloud platform processor of any cloud platform obtains a second operation request, wherein the second operation request is that a second algorithm package file is deployed on a second physical server, or the second operation request is that a second algorithm package service on the second physical server is started, or the second operation request is that the second algorithm package service on the second physical server is closed.
Specifically, in some application embodiments, when the second operation request is to deploy a second algorithm package file to a second physical server, the cloud platform processor acquires the second algorithm package file from the algorithm package server in the cloud platform, and deploys the second algorithm package file to the second physical server; when the second operation request is to start a second algorithm package service on a second physical server, the cloud platform processor starts an algorithm package file corresponding to the second algorithm package server on the second physical server; when the second operation request is to close a second algorithm package service on a second physical server, the cloud platform processor closes the second algorithm package service on the second physical server.
In a second aspect, an embodiment of the present application provides a cloud platform monitoring apparatus, configured to implement the cloud platform monitoring method in the first aspect, and apply to an algorithm package service system, where the algorithm package service system includes at least one cloud platform, the cloud platform includes an algorithm package server, a cloud platform processor, and a physical server, and the algorithm package server is configured to store an algorithm package file in the cloud platform and algorithm package basic information corresponding to the algorithm package file; the cloud platform processor is used for executing the operation request in the cloud platform; the physical server is used for deploying the algorithm package file and operating the algorithm package file to provide the algorithm package service, and the device comprises:
a first acquisition unit: the system comprises a monitoring request acquisition module, a monitoring object information acquisition module, a target cloud platform and a monitoring server, wherein the monitoring request acquisition module is used for acquiring a monitoring request, analyzing the monitoring request to obtain monitored object information and target information, and determining the target cloud platform from the at least one cloud platform according to the monitored object information;
the query request unit is used for sending a first operation request to the target cloud platform, wherein the first operation request is a first request content which is obtained from a request object corresponding to the monitoring object information and corresponds to the target information, and the monitoring object is a target physical server determined from at least one physical server, or a target algorithm package service determined from at least one algorithm package service of the target physical server, or a target algorithm package file determined from at least one algorithm package file of the algorithm package server;
and the second obtaining unit is used for obtaining the first request content returned by the cloud platform processor of the target cloud platform according to the first operation request.
In a third aspect, an embodiment of the present application provides an electronic apparatus, including a memory and a processor, where the memory stores a computer program, and the processor is configured to run the computer program to perform the cloud platform monitoring method according to any of the above embodiments.
In a fourth aspect, the present application provides a computer program product, which includes software code portions for performing the cloud platform monitoring method according to any of the above application embodiments when the computer program product is run on a computer.
In a fifth aspect, the present application provides a readable storage medium, in which a computer program is stored, where the computer program includes a program code for controlling a process to execute a process, and the process includes the cloud platform monitoring method according to any of the above application embodiments.
The main contributions and innovation points of the embodiment of the application are as follows: the embodiment of the application provides a cloud platform monitoring method and device and application thereof. The method provides a monitoring method for acquiring the algorithm package, the physical server and the related information of the algorithm package service in the cloud platform for the user terminal, increases the technical support for the algorithm package in the subsequent service by acquiring the detailed data in the corresponding cloud platform with the cloud platform processor, improves the capability of solving the problem of the service side, and meets different requirements of different users. In addition, the algorithm package service system in the embodiment of the application can directly control the algorithm package service installed at the far end, manual field operation maintenance or relevant code modification is not needed, and the cloud platform processor of the cloud platform is used for carrying out unified configuration and control management on the physical server, the virtual machine and the algorithm package service in the cloud platform, so that the complicated message notification steps are simplified
The details of one or more embodiments of the application are set forth in the accompanying drawings and the description below to provide a more thorough understanding of the application.
Drawings
The accompanying drawings, which are included to provide a further understanding of the application and are incorporated in and constitute a part of this application, illustrate embodiment(s) of the application and together with the description serve to explain the application and not to limit the application. In the drawings:
FIG. 1 is a schematic diagram of an architecture of an algorithmically wrapped service system according to an embodiment of the present application;
FIG. 2 is a schematic diagram of data flow in an Algorithm packet service system according to an embodiment of the present application;
fig. 3 is a block diagram of a cloud platform monitoring apparatus according to an embodiment of the present application;
fig. 4 is a schematic diagram of a hardware structure of an electronic device according to an embodiment of the present application.
Detailed Description
Reference will now be made in detail to the exemplary embodiments, examples of which are illustrated in the accompanying drawings. When the following description refers to the accompanying drawings, like numbers in different drawings represent the same or similar elements unless otherwise indicated. The implementations described in the following exemplary embodiments do not represent all implementations consistent with one or more embodiments of the present specification. Rather, they are merely examples of apparatus and methods consistent with certain aspects of one or more embodiments of the specification, as detailed in the claims which follow.
It should be noted that: in other embodiments, the steps of the corresponding methods are not necessarily performed in the order shown and described herein. In some other embodiments, the method may include more or fewer steps than those described herein. Moreover, a single step described in this specification may be broken down into multiple steps for description in other embodiments; multiple steps described in this specification may be combined into a single step in other embodiments.
Example one
In this embodiment, an algorithm service system is constructed first, which may specifically refer to fig. 1, as shown in fig. 1, the system includes at least one cloud platform and a monitoring processor, different cloud platforms provide services for different users, and the different cloud platforms do not interfere with each other, and each user has a certain right and may obtain specific information in one or more cloud platforms in the right of the user through the monitoring processor. The cloud platform in the system also comprises an algorithm package server, a cloud platform processor and a physical server.
Specifically, in some embodiments, the algorithm package server is configured to store an algorithm package file in the cloud platform and algorithm package basic information corresponding to the algorithm package file; the cloud platform processor is used for executing the operation request in the cloud platform; the physical server is used for deploying the algorithm package file and operating the algorithm package file to provide the algorithm package service.
That is, the file uploaded to the algorithm package by the user is stored in the algorithm package server, and correspondingly, basic information about the algorithm package filled in when the algorithm package is uploaded is also stored. The physical server is used for deploying and operating the algorithm package file and providing the algorithm package service. The cloud platform processor is used for executing various operation requests in the cloud platform, such as query operation, deployment operation, switching algorithm package service operation and the like.
In a specific application scenario, the algorithm package server is further configured to receive an upload request sent by the terminal, acquire an algorithm package file carried in the upload request and basic information corresponding to the algorithm package, and store the algorithm package file and the basic information to the local algorithm package server.
The cloud platform monitoring method provided by the embodiment is applied to the algorithm package service system and is realized through a monitoring processor in the algorithm service system, and the method comprises the following steps:
acquiring a monitoring request, analyzing the monitoring request to obtain monitored object information and target information, and determining a target cloud platform from the at least one cloud platform according to the monitored object information;
sending a first operation request to the target cloud platform, wherein the first operation request is a first request content corresponding to the target information acquired from a request object corresponding to the monitored object information, and the monitored object is a target physical server determined from at least one physical server, or a target algorithm package file determined from at least one algorithm package file of the algorithm package server, or a target algorithm package service determined from at least one algorithm package service of the target physical server;
and acquiring first request content returned by the cloud platform processor of the target cloud platform according to the first operation request.
Specifically, in this embodiment, as shown in fig. 2, a certain user terminal sends a monitoring request to a monitoring processor, the monitoring processor obtains the monitoring request, analyzes the monitoring request to obtain monitored object information and target information, determines one cloud platform from all cloud platforms in the system as a target cloud platform according to the monitored object information, then sends a first operation request to the target cloud platform, and receives a first request content returned from the cloud platform processor of the target cloud platform.
The cloud platform processor of the target cloud platform acquires a first operation request, and the first operation request acquires first request content corresponding to target information from a monitored object corresponding to the monitored object information.
The monitoring object may be a target physical server determined from all physical servers in the target cloud platform according to the monitoring object information, or an algorithm package service determined from all algorithm package services on the target physical server is determined as a target algorithm package service, or an algorithm package file determined from all algorithm package files stored on the algorithm package server is determined as a target algorithm package file.
The target information mainly comprises at least one of basic information, running information and log records of the monitored object, and the cloud platform processor acquires data corresponding to the target information from the monitored object as first request content and returns the first request content to the monitoring processor.
That is, specific information in each cloud platform, for example, specific information of a physical server, an algorithm package service on the physical server, an algorithm package file in the algorithm package server, and the like, may be acquired by a monitoring processor in the algorithm package service system.
Specifically, the monitoring request acquired by the monitoring processor includes monitoring object-making information and target information to be acquired, and the monitoring processor determines a certain cloud platform from all cloud platforms in the system according to the monitoring object information and takes the cloud platform as a target cloud platform; after the target cloud platform is known by the monitoring processor, a first operation request is sent to the target cloud platform, and the first operation request also comprises the monitoring object information and the target information which are the same as the monitoring request. A cloud platform processor in the target cloud platform acquires and analyzes the first operation request, and further determines a monitored object from the target cloud platform according to the monitored object information: for example, a certain physical server is determined from all physical servers, the physical server is used as a target physical server, or a certain algorithm package service is determined from all algorithm package services on the target physical server and is used as a target algorithm package service, or a certain algorithm package file is determined from all algorithm package files on the algorithm package server and is used as a target algorithm package file; and then, acquiring data corresponding to the target information from the determined monitoring object as first request content and returning the first request content to the monitoring processor.
Further, the monitoring processor returns the first request content to the terminal sending the monitoring request for displaying. The terminal is generally used by a common user or a cloud platform manager, and since the cloud platform manager is also a special user, the cloud platform manager and the common user are hereinafter collectively referred to as a user. Also, as previously described, the authority of each user is different, and the range of information that can be obtained by the monitoring processor is different.
In addition, when a user finds that a physical server fails, the user can be connected to the control interface of the physical server through the terminal, so that the user can remotely control the physical server on the terminal through the control interface.
It should be noted that, usually, the physical server deploys one or more virtual machines, the virtual machines are fully isolated from each other, and various different algorithm package services can be independently run, so that not only can the purchase cost of the physical server be reduced, but also the operation and maintenance cost of the server can be reduced, and the mature virtual machine technology includes the ESX of VMware and Xen of open source. Similarly, the user can also connect the control interface of the failed virtual machine through the terminal to realize the remote control of the virtual machine.
Thus, in some embodiments, at least one virtual machine is deployed on a physical server. Correspondingly, the monitoring object may also be a target virtual machine determined from at least one virtual machine of the target physical server, that is, one virtual machine is determined from all virtual machines in the target physical server as the target virtual machine according to the monitoring object information, and then the first request content corresponding to the target information is obtained from the target virtual machine.
Specifically, when the monitored object is a target physical server, the target information includes at least one of physical server basic information, physical server operation information and physical server log records, and specifically, the basic information of the target physical server is initial information set for the physical server when the cloud platform is constructed; further, if the target physical server is also provided with the algorithm package service, when the monitored object is the target algorithm package service on the target physical server in the target cloud level, the target information includes at least one of algorithm package service basic information, algorithm package service operation information and algorithm package service log records, for example, the basic information of the target algorithm package service includes a deployed algorithm package name, an algorithm package size, an algorithm type in the algorithm package, an algorithm package version number and algorithm package uploading time; when the monitored object is a target algorithm package file, the target information comprises basic information of the algorithm package file, such as information of the size of the algorithm package, the name of the algorithm package, the version number of the algorithm package and the like; when the monitored object is a target virtual machine, the target information comprises at least one of basic information of the virtual machine, running information of the virtual machine and log records of the virtual machine, wherein the basic information of the algorithm package service is the basic information corresponding to the algorithm package file filled by a user when the algorithm package file is stored; and then acquiring the corresponding first request content from the monitoring object.
In the algorithm package service system, taking other operations in a certain cloud platform as an example, a user sends a second operation request to a cloud platform processor of the cloud platform through a terminal, and the cloud platform processor acquires and analyzes the second operation request.
The second operation request may be to deploy a second algorithm package file to the second physical server, or the second operation request is to open the second algorithm package service on the second physical server, or the second operation request is to close the second algorithm package service on the second physical server.
Specifically, when the second operation request is that the second algorithm package file is deployed in the second physical server, the cloud platform processor first acquires the second algorithm package file from the algorithm package server in the cloud platform, and then deploys the second algorithm package file in the second physical server; when the second operation request is to start a second algorithm package service on the second physical server, the cloud platform processor starts an algorithm package file corresponding to the second algorithm package server on the second physical server; and when the second operation request is to close the second algorithm package service on the second physical server, the cloud platform processor closes the second algorithm package service on the second physical server.
And finally, after the cloud platform processor executes the second operation request, returning the execution result to the terminal so as to ensure that the user can master the execution condition of the second operation request.
Example two
Based on the same concept, the embodiment further provides a cloud platform monitoring device, which is used for implementing the cloud platform monitoring method described in the first embodiment, and is applied to an algorithm package service system, wherein the algorithm package service system comprises at least one cloud platform, the cloud platform comprises an algorithm package server, a cloud platform processor and a physical server, and the algorithm package server is used for storing algorithm package files in the cloud platform and algorithm package basic information corresponding to the algorithm package files; the cloud platform processor is used for executing the operation request in the cloud platform; the physical server is configured to deploy an algorithm package file, run the algorithm package file, and provide an algorithm package service, where the apparatus is shown in fig. 3 and includes:
a first acquisition unit: the system comprises a monitoring request acquisition module, a monitoring object information acquisition module, a target cloud platform and a monitoring server, wherein the monitoring request acquisition module is used for acquiring a monitoring request, analyzing the monitoring request to obtain monitored object information and target information, and determining the target cloud platform from the at least one cloud platform according to the monitored object information;
the query request unit is used for sending a first operation request to the target cloud platform, wherein the first operation request is a first request content which is obtained from a request object corresponding to the monitoring object information and corresponds to the target information, and the monitoring object is a target physical server determined from at least one physical server, or a target algorithm package service determined from at least one algorithm package service of the target physical server, or a target algorithm package file determined from at least one algorithm package file of the algorithm package server;
and the second obtaining unit is used for obtaining the first request content returned by the cloud platform processor of the target cloud platform according to the first operation request. EXAMPLE III
The present embodiment further provides an electronic apparatus, referring to fig. 4, including a memory 404 and a processor 402, where the memory 404 stores a computer program, and the processor 402 is configured to execute the computer program to perform the steps of any one of the cloud platform monitoring methods in the first embodiment.
Specifically, the processor 402 may include a cloud platform processor (CPU), or A Specific Integrated Circuit (ASIC), or may be configured to implement one or more Integrated circuits of the embodiments of the present Application.
The processor 402 may implement any of the cloud platform monitoring methods described in the embodiments above by reading and executing computer program instructions stored in the memory 404.
Optionally, the electronic apparatus may further include a transmission device 406 and an input/output device 408, where the transmission device 406 is connected to the processor 402, and the input/output device 408 is connected to the processor 402.
The transmitting device 406 may be used to receive or transmit data via a network. Specific examples of the network described above may include wired or wireless networks provided by communication providers of the electronic devices. In one example, the transmission device includes a Network adapter (NIC) that can be connected to other Network devices through a base station to communicate with the internet. In one example, the transmitting device 406 may be a Radio Frequency (RF) module, which is used to communicate with the internet in a wireless manner.
The input and output devices 408 are used to input or output information. In this embodiment, the input information may be a current data table such as an epidemic situation trend document, feature data, a template table, and the like, and the output information may be a feature fingerprint, a fingerprint template, text classification recommendation information, a file template configuration mapping table, a file template configuration information table, and the like.
Optionally, in this embodiment, the processor 402 may be configured to execute the following steps by a computer program:
acquiring a monitoring request, analyzing the monitoring request to obtain monitored object information and target information, and determining a target cloud platform from the at least one cloud platform according to the monitored object information;
sending a first operation request to the target cloud platform, wherein the first operation request is a first request content corresponding to the target information acquired from a request object corresponding to the monitored object information, and the monitored object is a target physical server determined from at least one physical server, or a target algorithm package service determined from at least one algorithm package service of the target physical server, or a target algorithm package file determined from at least one algorithm package file of the algorithm package server;
and acquiring first request content returned by the cloud platform processor of the target cloud platform according to the first operation request. It should be noted that, for specific examples in this embodiment, reference may be made to examples described in the foregoing embodiments and optional implementations, and details of this embodiment are not described herein again.
In addition, with reference to any one of the cloud platform monitoring methods in the first embodiment, the embodiments of the present application may be implemented by a computer program product. The computer program product comprises software code portions for performing a cloud platform monitoring method implementing any one of the above embodiments when the computer program product is run on a computer.
In addition, in combination with any one of the cloud platform monitoring methods in the first embodiment, the embodiments of the present application may provide a readable storage medium to implement. The readable storage medium having stored thereon a computer program; when executed by a processor, the computer program implements any one of the cloud platform monitoring methods in the first embodiment.
In general, the various embodiments may be implemented in hardware or special purpose circuits, software, logic or any combination thereof. Some aspects of the invention may be implemented in hardware, while other aspects may be implemented in firmware or software which may be executed by a controller, microprocessor or other computing device, although the invention is not limited thereto. While various aspects of the invention may be illustrated and described as block diagrams, flow charts, or using some other pictorial representation, it is well understood that these blocks, apparatus, systems, techniques or methods described herein may be implemented in, as non-limiting examples, hardware, software, firmware, special purpose circuits or logic, general purpose hardware or controller or other computing devices, or some combination thereof.
Embodiments of the invention may be implemented by computer software executable by a data processor of the mobile device, such as in a processor entity, or by hardware, or by a combination of software and hardware. Computer software or programs (also referred to as program products) including software routines, applets and/or macros can be stored in any device-readable data storage medium and they include program instructions for performing particular tasks. The computer program product may comprise one or more computer-executable components configured to perform embodiments when the program is run. The one or more computer-executable components may be at least one software code or a portion thereof. Further in this regard it should be noted that any block of the logic flow as in the figures may represent a program step, or an interconnected logic circuit, block and function, or a combination of a program step and a logic circuit, block and function. The software may be stored on physical media such as memory chips or memory blocks implemented within the processor, magnetic media such as hard or floppy disks, and optical media such as, for example, DVDs and data variants thereof, CDs. The physical medium is a non-transitory medium.
It should be understood by those skilled in the art that various features of the above embodiments can be combined arbitrarily, and for the sake of brevity, all possible combinations of the features in the above embodiments are not described, but should be considered as within the scope of the present disclosure as long as there is no contradiction between the combinations of the features.
The above examples are merely illustrative of several embodiments of the present application, and the description is more specific and detailed, but not to be construed as limiting the scope of the present application. It should be noted that, for a person skilled in the art, several variations and modifications can be made without departing from the concept of the present application, which falls within the scope of protection of the present application. Therefore, the protection scope of the present application shall be subject to the appended claims.
Claims (10)
1. The cloud platform monitoring method is applied to an algorithm package service system and is characterized in that the algorithm package service system comprises at least one cloud platform, the cloud platform comprises an algorithm package server, a cloud platform processor and a physical server, and the algorithm package server is used for storing algorithm package files in the cloud platform and algorithm package basic information corresponding to the algorithm package files; the cloud platform processor is used for executing the operation request in the cloud platform; the physical server is used for deploying the algorithm package file and operating the algorithm package file to provide the algorithm package service; the method comprises the following steps:
acquiring a monitoring request, analyzing the monitoring request to obtain monitored object information and target information, and determining a target cloud platform from the at least one cloud platform according to the monitored object information;
sending a first operation request to the target cloud platform, wherein the first operation request is a first request content corresponding to the target information acquired from a request object corresponding to the monitored object information, and the monitored object is a target physical server determined from at least one physical server, or a target algorithm package service determined from at least one algorithm package service of the target physical server, or a target algorithm package file determined from at least one algorithm package file of the algorithm package server;
and acquiring first request content returned by the cloud platform processor of the target cloud platform according to the first operation request.
2. The cloud platform monitoring method of claim 1, wherein the target information comprises at least one of basic information, operational information, and log records.
3. The cloud platform monitoring method according to claim 1, wherein a cloud platform processor of the target cloud platform acquires the first operation request, determines the target physical server from at least one physical server of the target cloud platform according to the first operation request, or determines the target algorithm package file from at least one algorithm package file of an algorithm package server of the target cloud platform, and then acquires the first request content corresponding to the target information from the target physical server or the target algorithm package file.
4. The cloud platform monitoring method according to claim 1, wherein at least one virtual machine is deployed on the physical server, and the monitoring object is further configured to determine a target virtual machine from the at least one virtual machine of the target physical server.
5. The cloud platform monitoring method of claim 1, further comprising: the cloud platform processor of any cloud platform obtains a second operation request, wherein the second operation request is that a second algorithm package file is deployed on a second physical server, or the second operation request is that a second algorithm package service on the second physical server is started, or the second operation request is that the second algorithm package service on the second physical server is closed.
6. The cloud platform monitoring method according to claim 5, wherein when the second operation request is that a second algorithm package file is deployed to a second physical server, the cloud platform processor acquires the second algorithm package file from an algorithm package server in the cloud platform, and deploys the second algorithm package file to the second physical server; when the second operation request is to start a second algorithm package service on a second physical server, the cloud platform processor starts an algorithm package file corresponding to the second algorithm package server on the second physical server; when the second operation request is to close a second algorithm package service on a second physical server, the cloud platform processor closes the second algorithm package service on the second physical server.
7. The cloud platform monitoring device is applied to an algorithm package service system and is characterized in that the algorithm package service system comprises at least one cloud platform, the cloud platform comprises an algorithm package server, a cloud platform processor and a physical server, and the algorithm package server is used for storing algorithm package files in the cloud platform and algorithm package basic information corresponding to the algorithm package files; the cloud platform processor is used for executing the operation request in the cloud platform; the physical server is used for deploying the algorithm package file and operating the algorithm package file to provide the algorithm package service, and the device comprises:
a first acquisition unit: the system comprises a monitoring request acquisition module, a monitoring object information acquisition module, a target cloud platform and a monitoring server, wherein the monitoring request acquisition module is used for acquiring a monitoring request, analyzing the monitoring request to obtain monitored object information and target information, and determining the target cloud platform from the at least one cloud platform according to the monitored object information;
the query request unit is used for sending a first operation request to the target cloud platform, wherein the first operation request is a first request content which is obtained from a request object corresponding to the monitoring object information and corresponds to the target information, and the monitoring object is a target physical server determined from at least one physical server, or a target algorithm package service determined from at least one algorithm package service of the target physical server, or a target algorithm package file determined from at least one algorithm package file of the algorithm package server;
and the second obtaining unit is used for obtaining the first request content returned by the cloud platform processor of the target cloud platform according to the first operation request.
8. An electronic device comprising a memory and a processor, wherein the memory stores a computer program, and the processor is configured to execute the computer program to perform the cloud platform monitoring method according to any one of claims 1 to 6.
9. A computer program product, characterized in that it comprises software code portions for performing the cloud platform monitoring method according to any one of claims 1 to 6 when the computer program product is run on a computer.
10. A readable storage medium having stored therein a computer program comprising program code for controlling a process to execute a process, the process comprising the cloud platform monitoring method according to any one of claims 1 to 6.
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