CN115129424A - Data asset management platform and method thereof - Google Patents
Data asset management platform and method thereof Download PDFInfo
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- CN115129424A CN115129424A CN202210794972.7A CN202210794972A CN115129424A CN 115129424 A CN115129424 A CN 115129424A CN 202210794972 A CN202210794972 A CN 202210794972A CN 115129424 A CN115129424 A CN 115129424A
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F9/00—Arrangements for program control, e.g. control units
- G06F9/06—Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
- G06F9/44—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
- G06F9/45558—Hypervisor-specific management and integration aspects
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04L—TRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
- H04L67/00—Network arrangements or protocols for supporting network services or applications
- H04L67/01—Protocols
- H04L67/10—Protocols in which an application is distributed across nodes in the network
- H04L67/1097—Protocols in which an application is distributed across nodes in the network for distributed storage of data in networks, e.g. transport arrangements for network file system [NFS], storage area networks [SAN] or network attached storage [NAS]
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F9/00—Arrangements for program control, e.g. control units
- G06F9/06—Arrangements for program control, e.g. control units using stored programs, i.e. using an internal store of processing equipment to receive or retain programs
- G06F9/44—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
- G06F9/45558—Hypervisor-specific management and integration aspects
- G06F2009/45595—Network integration; Enabling network access in virtual machine instances
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- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y02—TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
- Y02D—CLIMATE CHANGE MITIGATION TECHNOLOGIES IN INFORMATION AND COMMUNICATION TECHNOLOGIES [ICT], I.E. INFORMATION AND COMMUNICATION TECHNOLOGIES AIMING AT THE REDUCTION OF THEIR OWN ENERGY USE
- Y02D10/00—Energy efficient computing, e.g. low power processors, power management or thermal management
Abstract
The invention discloses a data asset management platform and a method thereof, comprising a client, a server virtualization system of a data center and a database, wherein the server virtualization system of the data center comprises a file sharing storage pool and data servers deployed in a cluster mode, the database comprises storage equipment adopting a distributed optical fiber storage array and a database server for providing data services, the overall architecture of the data asset management platform realizes open and unified analysis and processing, can realize global fine operation, forms a basic architecture of a financial asset data processing platform, meets the requirements on performance during large-scale asset data processing, enhances the performance and the availability, realizes standardization, automation and self-help for resource delivery and problem data processing, and is convenient for business and departments to rapidly call cloud resources as required, and the quick online and application innovation of the service is effectively supported.
Description
Technical Field
The invention relates to the technical field of data processing, in particular to a data asset management platform and a method thereof.
Background
The digital transformation is the necessary way for the security industry to adapt to the new business transformation and innovation requirements and realize high-quality development. The business range of the financial security asset data processing at the present stage comprises security brokerage, security investment consultation, security underwriting and sponsoring, security self-supporting, security asset management, security investment fund subsidy and the like.
At present, an information asset management system on the market is relatively independent and poor in openness, information data submitted by each party are stored in a database of the system, and therefore an information island is formed, information blocking and data cutoff are caused, the flow mechanism of each system is not perfect and uneven, a unified standard cannot be formed, and management of an intelligent flow and intelligent problem analysis and processing are lacked; the traditional centralized storage architecture has a single-point fault risk, special hardware increases operation and maintenance complexity, meanwhile, the traditional centralized storage architecture is insufficient in transverse expansion capacity, an island is formed, and resources cannot be pooled.
Disclosure of Invention
The present invention has been made in view of the above-mentioned problems occurring in the conventional financial asset data processing.
Therefore, the invention provides a data asset management platform and a method thereof, which can realize global fine operation, perform fusion application of various data and realize standardization, automation and self-help of resource delivery and problem data processing by matching the super-fusion server virtualization cluster, the file sharing storage pool and the optical fiber storage array equipment.
In order to solve the technical problems, the invention provides the following technical scheme: the system comprises a client, a server virtualization system of a data center and a database;
the server virtualization system of the data center is connected with a client, and comprises a file sharing storage pool and a data server deployed in a cluster mode, wherein the file sharing storage pool comprises a centralized storage pool and a distributed storage pool, the data server comprises servers of a server virtualization cluster and a super fusion server virtualization cluster, the super fusion server virtualization cluster adopts an x86 server to cooperate with the virtualization cluster, and the data server is used for dumping files in the system, managing data asset information, processing the data asset information, caching the data asset information and converting the data asset information;
the database comprises storage devices of a fiber storage array in a distributed arrangement and a database server for providing data services, the fiber storage array devices are connected with a server virtualization system of the data center, and the storage devices of the fiber storage array are used for regularly backing up structured and unstructured data.
As a preferable aspect of the present invention, wherein: the server virtualization system of the data center further comprises a data asset self-service problem processing module, wherein the data asset self-service problem processing module comprises a problem data acquisition unit, a problem data analysis unit, a problem data positioning unit and a problem data output unit, and the database further comprises a problem analysis engine database; the data acquisition unit is used for acquiring problem data of a client and a server virtualization system of the data center in real time through a network, performing unified analysis, reasonable classification and processing after the problem data is formed, and submitting the problem data to a problem analysis engine database according to semantic problems and performing standardized entry after the problem data is acquired through the data acquisition; the problem data analysis unit is used for integrating training, recognition, positioning and scheme output of input problem data, specifically forming a problem logic tree topology tree form corresponding to different problems by using basic data of a single problem and basic data of a plurality of similar problems, and updating the single problem data in real time to complete the training, recognition and associated positioning scheme of the problem logic tree topology data; the problem data positioning unit is used for training different problem logic tree topology trees by mutually combining data self-learning, namely, carrying out layering and positioning the existing solution of the problem; and the problem data output unit is used for outputting the information of the solution after the corresponding solution is generated by positioning the problem logic tree topology data according to the current problem and the corresponding problem logic tree topology tree.
As a preferable aspect of the present invention, wherein: the data server specifically comprises a financial asset information management module and an inventory management module;
the financial asset information management module is used for managing financial asset information added by the client, and the financial asset information comprises securities brokerage information, securities investment consultation information, securities underwriting and sponsoring information, securities self-operation information, securities asset management information, securities investment information and fund surrogation information; the inventory management module is used for managing different inventory information of the financial asset information management module.
As a preferable aspect of the present invention, wherein: the server virtualization system of the data center further comprises a chart visualization processing module for performing chart visualization presentation of different financial asset information;
and the server virtualization system of the data center adopts SOA technology to encapsulate the financial asset information management module and the inventory management module so as to provide a uniform access interface for the outside.
As a preferable aspect of the present invention, wherein: the client comprises a unified view planning module, wherein the unified view planning module comprises a plurality of windows for planning visual image interfaces and is used for hierarchically presenting visual data in a server virtualization system of the data center so as to realize the presentation, control, analysis and operation of data asset information in the server virtualization system of the data center.
As a preferable aspect of the present invention, wherein: the server virtualization system of the data center is connected with the cloud management platform, and the server virtualization system of the data center utilizes the blueprint and the custom script function of the cloud management platform to realize the flow operation of the data asset management platform, and particularly completes the whole flow of application, construction and delivery of the virtual machine in a self-service manner according to the user request data of the client.
As a preferable aspect of the present invention, wherein: the server virtualization system of the data center is connected with the client, and comprises a data acquisition module used for transmitting financial asset information data between the data acquisition module and the client, wherein the data acquisition module is provided with a data preprocessing unit, and the data preprocessing unit sequentially and gradually analyzes the acquired financial asset information data in different storage categories, standardizes the data and removes repeated data.
As a preferable aspect of the present invention, wherein: the server virtualization system of the data center further comprises a main data monitoring module, wherein the main data monitoring module comprises an interface layer, the interface layer is used for providing a user login interface, an operation interface and a process approval interface for a client user, maintaining or managing configuration information and use permission of the operation of the server virtualization system of the data center through the client interface, and providing monitoring processing of system operation logs.
A method of a data asset management platform is specifically as follows:
after a user logs in a client, the user establishes connection with a server virtualization system of a data center, adopts file dumping in a unified view planning system, data asset information management, data asset information processing, data asset information caching and data asset information conversion, and simultaneously calls a corresponding file of a database by the server virtualization system of the data center, and realizes flow operation on the data asset management platform through a cloud management platform to complete presentation, control, analysis and operation of data asset information in the server virtualization system of the data center; the method also comprises the steps of analyzing and processing the problem data, sending the problem data to an asset self-service problem processing module of a server virtualization system of the data center through a client, and outputting solution information after the flow operation of a problem data acquisition unit, a problem data analysis unit, a problem data positioning unit and a problem data output unit in the data asset self-service problem processing module.
The invention has the beneficial effects that: the data asset management platform overall architecture realizes open and unified analysis and processing, global refined operation can be realized through the matching use of the super-fusion server virtualization cluster, the file sharing storage pool and the optical fiber storage array equipment, the basic architecture of the financial asset data processing platform is formed, the requirement on performance during large-scale asset data processing is met, the flexibility and the usability are enhanced, the virtualization layer realizes multi-technology storage, the standardization, the automation and the self-help are realized through resource delivery and problem data processing, the cloud resources can be quickly called by business and research and development departments according to the requirements, the quick online and application innovation of the business are effectively supported, and the data asset management platform is favorable for being used in the business processing and corresponding research and development work of financial asset data.
Drawings
In order to more clearly illustrate the technical solutions of the embodiments of the present invention, the drawings required to be used in the description of the embodiments are briefly introduced below, and it is obvious that the drawings in the description below are only some embodiments of the present invention, and it is obvious for those skilled in the art that other drawings can be obtained according to the drawings without inventive labor. Wherein:
FIG. 1 is a system architecture diagram of a data asset management platform in an embodiment of the present invention;
FIG. 2 is a block diagram of a data asset management platform according to an embodiment of the present invention.
Detailed Description
In order to make the objects, technical solutions and advantages of the embodiments of the present invention clearer, the technical solutions of the embodiments of the present invention will be clearly and completely described below with reference to the drawings of the embodiments of the present invention. It is to be understood that the embodiments described are only a few embodiments of the present invention, and not all embodiments. All other embodiments, which can be derived by a person skilled in the art from the described embodiments of the invention, are within the scope of the invention.
In the existing financial asset data processing, the traditional information asset management system is relatively independent and poor in openness, information data submitted by each party are stored in a database of the system, so that an information island is formed, information blocking and data cutoff are caused, the flow mechanism of each system is not perfect and uneven, a unified standard cannot be formed, and the management and intelligent problem analysis processing of an intelligent flow is lacked; based on this, the present invention provides a data asset management platform and a method thereof, and the present solution is further specifically described by embodiments in conjunction with the accompanying drawings.
Referring to fig. 1 and 2, an embodiment of the present invention provides a data asset management platform, which includes a client, a server virtualization system of a data center, and a database; the server virtualization system of the data center is connected with the client, and comprises a file sharing storage pool and a data server deployed in a cluster mode, wherein the file sharing storage pool comprises a centralized storage pool and a distributed storage pool, the data server comprises servers of a server virtualization cluster and a super fusion server virtualization cluster, the super fusion server virtualization cluster adopts an x86 server to match with the virtualization cluster, and the data server is used for dumping files in the system, managing data asset information, processing the data asset information, caching the data asset information and converting the data asset information; the database comprises storage devices of a fiber storage array in a distributed arrangement and a database server for providing data services, the fiber storage array devices are connected with a server virtualization system of the data center, and the storage devices of the fiber storage array are used for regularly backing up structured and unstructured data.
In the embodiment, the server virtualization system of the data center is connected to the cloud management platform, and it should be noted that the cloud management platform of this embodiment may adopt a private cloud CMP management platform, that is, agile self-service resource use is easily realized based on professional CMP software, and specifically, the server virtualization system of the data center utilizes a blueprint and a custom script function of the cloud management platform to realize a flow operation on the data asset management platform, and specifically, according to a user request data of a client, the whole flow of application, construction and delivery of a virtual machine is completed in a self-service manner. The financial resource delivery is standardized, automated and self-aided, the cloud resources can be quickly called by business and research and development departments as required conveniently, the business is effectively supported to be quickly on-line and application innovation is realized, and the core components are independently controllable; in addition, the online self-service interactive application of resources is realized, and the underlying infrastructure platform is automatically and quickly constructed, released and delivered to a business department, so that a required resource environment is provided for development, test and production.
In this embodiment, the server virtualization system of the data center further includes a data asset self-service problem processing module, where the data asset self-service problem processing module includes a problem data acquisition unit, a problem data analysis unit, a problem data positioning unit, and a problem data output unit, and the database further includes a problem analysis engine database; the data acquisition unit is used for acquiring problem data of a client and a server virtualization system of the data center in real time through a network, performing unified analysis, reasonable classification and processing after the problem data is formed, and submitting the problem data to a problem analysis engine database according to semantic problems and performing standardized entry after the problem data is acquired through data acquisition; the problem data analysis unit is used for integrating training, recognition, positioning and scheme output of input problem data, specifically forming a problem logic tree topology tree form corresponding to different problems by using basic data of a single problem and basic data of a plurality of similar problems, and updating the single problem data in real time to finish the training, recognition and associated positioning scheme of the problem logic tree topology data; the problem data positioning unit is used for training different problem logic tree topology trees by mutually combining data self-learning, namely, carrying out layering and positioning the existing solution of the problem; and the problem data output unit is used for outputting the information of the solution after the corresponding solution is generated by positioning the problem logic tree topology data according to the current problem and the corresponding problem logic tree topology tree.
Based on the above, the data asset management platform of the embodiment can realize global fine operation by matching the super-fusion server virtualization cluster, the file sharing storage pool and the optical fiber storage array device, so that the foundation framework of the financial asset data processing platform is formed, and the problems of non-uniform information blocking, general pooling effect, data cutoff, low intelligence of data analysis and processing and the like are solved, so that the data asset management platform has the characteristics of management unification, information integration, scene diversification and agile self-service, can support the sensitive business of financial asset management, is suitable for novel financial business characteristics of instantaneous high concurrency, multiple times and large flow of internet channel transactions, and can also support the stable business with more strict requirements on performance and reliability; in addition, the problem data are sent to an asset self-service problem processing module of a server virtualization system of the data center through the client, and after the problem data acquisition unit, the problem data analysis unit, the problem data positioning unit and the problem data output unit in the data asset self-service problem processing module are subjected to flow operation, solution information is output, so that the data asset management system has a good intelligent problem processing effect.
The data server of the embodiment specifically comprises a financial asset information management module and an inventory management module; the financial asset information management module is used for managing financial asset information added by the client, and the financial asset information comprises securities brokerage information, securities investment consultation information, securities underwriting and sponsoring information, securities self-supporting information, securities asset management information, securities investment information and fund replacement information; and the inventory management module is used for managing different inventory information of the financial asset information management module.
Preferably, the server virtualization system of the data center further includes a chart visualization processing module, configured to visually present charts of different pieces of financial asset information; and the server virtualization system of the data center adopts SOA technology to encapsulate the financial asset information management module and the inventory management module so as to provide a uniform access interface for the outside.
The client of the embodiment comprises a unified view planning module, wherein the unified view planning module comprises a plurality of windows for planning visual image interfaces and is used for hierarchically presenting visual data in a server virtualization system of the data center so as to realize the presentation, control, analysis and operation of data asset information in the server virtualization system of the data center. Through the unified view, visual, controllable and analyzable IT basic framework is achieved, and further refined operation is achieved.
The financial asset data has a preprocessing effect on the data and has a good processing effect, wherein a server virtualization system of the data center is connected with a client, and comprises a data acquisition module used for transmitting financial asset information data between the data acquisition module and the client, the data acquisition module is provided with a data preprocessing unit, and the data preprocessing unit analyzes the acquired financial asset information data in different storage categories, standardizes the data and removes repeated data sequentially and gradually.
The embodiment specifically discloses the server virtualization system of the data center, which further includes a master data monitoring module, where the master data monitoring module includes an interface layer, and the interface layer is used to provide a user login interface, an operation interface, and a process approval interface for a client user, maintain or manage configuration information and usage rights of the server virtualization system of the data center through the client interface, and provide monitoring processing for a system operation log.
In this embodiment, in combination with the above system, a method for a data asset management platform is further provided, which includes:
after a user logs in a client, connection is established with a server virtualization system of a data center, file dumping, data asset information management, data asset information processing, data asset information caching and data asset information conversion in a unified view planning system are adopted, meanwhile, the server virtualization system of the data center calls files corresponding to a database, in addition, flow operation on the data asset management platform is achieved through a cloud management platform, and presentation, control, analysis and operation of data asset information in the server virtualization system of the data center are completed; the method also comprises the steps of analyzing and processing the problem data, sending the problem data to an asset self-service problem processing module of a server virtualization system of the data center through a client, and outputting solution information after the flow operation of a problem data acquisition unit, a problem data analysis unit, a problem data positioning unit and a problem data output unit in the data asset self-service problem processing module.
Based on the above, the scheme has good openness in a cloud management layer, a virtualization layer and a distributed storage to hardware layer; the architecture follows software definition, a distributed concept and a technical framework, and a resource pool with high reliability, high performance, simple maintenance and elastic expansion can be constructed; the intelligent data asset management system has the advantages that the intelligent data asset management system can easily realize quick self-service of resource use based on a professional cloud management platform, can realize management unified processing, and can output solution information after the flow operation of the problem data positioning unit and the problem data output unit, so that the data asset management system has a good intelligent problem processing effect, a novel framework can be managed, and overall fine operation is realized; the upgraded infrastructure can support both the sensitive business, adapt to the novel financial business characteristics of instantaneous high concurrency, multiple frequency and large flow of internet channel transaction, and support the stable business with more strict requirements on performance and reliability.
In conclusion, the overall architecture of the data asset management platform realizes open and unified analysis and processing, global fine operation can be realized through the cooperation of the super-fusion server virtualization cluster, the file sharing storage pool and the optical fiber storage array device, the basic architecture of the financial asset data processing platform is formed, the requirement on performance during large-scale asset data processing is met, the flexibility and the usability are enhanced, the virtualization layer realizes multi-technology storage, the standardization, the automation and the self-help are realized through resource delivery and problem data processing, the cloud resources can be called quickly by a business and research and development department according to the requirement, the quick online and application innovation of the business is supported effectively, and the data asset management platform is favorable for being used in the business processing and corresponding research and development work of financial asset data.
It should be noted that the above-mentioned embodiments are only for illustrating the technical solutions of the present invention and not for limiting, and although the present invention has been described in detail with reference to the preferred embodiments, it should be understood by those skilled in the art that modifications or equivalent substitutions may be made on the technical solutions of the present invention without departing from the spirit and scope of the technical solutions of the present invention, which should be covered by the claims of the present invention.
Claims (10)
1. A data asset management platform is characterized by comprising a client, a server virtualization system of a data center and a database;
the server virtualization system of the data center is connected with a client, and comprises a file sharing storage pool and a data server deployed in a cluster mode, wherein the file sharing storage pool comprises a centralized storage pool and a distributed storage pool, the data server comprises servers of a server virtualization cluster and a super fusion server virtualization cluster, the super fusion server virtualization cluster adopts an x86 server to match with the virtualization cluster, and the data server is used for dumping files in the system, managing data asset information, processing the data asset information, caching the data asset information and converting the data asset information;
the database comprises storage devices of a fiber storage array in a distributed arrangement and a database server for providing data services, the fiber storage array devices are connected with a server virtualization system of the data center, and the storage devices of the fiber storage array are used for regularly backing up structured and unstructured data.
2. The data asset management platform according to claim 1, wherein the server virtualization system of the data center further comprises a data asset self-help problem processing module, the data asset self-help problem processing module comprises a problem data acquisition unit, a problem data analysis unit, a problem data positioning unit and a problem data output unit, and the database further comprises a problem analysis engine database;
the data acquisition unit is used for acquiring problem data of a client and a server virtualization system of the data center in real time through a network, performing unified analysis, reasonable classification and processing after the problem data is formed, and submitting the problem data to a problem analysis engine database according to semantic problems and performing standardized entry after the problem data is acquired through data acquisition;
the problem data analysis unit is used for integrating training, recognition, positioning and scheme output of input problem data, specifically forming problem logic tree topology trees corresponding to different problems by using basic data of a single problem and basic data of a plurality of similar problems, and updating the single problem data in real time to complete the training, recognition and associated positioning scheme of the problem logic tree topology data;
the problem data positioning unit is used for training different problem logic tree topology trees by mutually combining data self-learning, namely, carrying out layering and positioning the existing solution of the problem;
and the problem data output unit is used for positioning the problem logic tree topology data according to the current problem and the corresponding problem logic tree topology tree form to generate a corresponding solution and then outputting solution information.
3. The data asset management platform according to claim 1, wherein said data server comprises a financial asset information management module and an inventory management module;
the financial asset information management module is used for managing financial asset information added by the client, and the financial asset information comprises securities brokerage information, securities investment consultation information, securities underwriting and sponsoring information, securities self-operation information, securities asset management information, securities investment information and fund surrogation information; the inventory management module is used for managing different inventory information of the financial asset information management module.
4. The data asset management platform according to claim 3, wherein said server virtualization system of said data center further comprises a chart visualization processing module for chart visualization presentation of different said financial asset information;
and the server virtualization system of the data center adopts SOA technology to encapsulate the financial asset information management module and the inventory management module so as to provide a uniform access interface for the outside.
5. The data asset management platform according to claim 1, wherein said client comprises a unified view planning module, said unified view planning module comprising a plurality of windows for planning visual graphical interfaces for hierarchical presentation of visual data in a server virtualization system of said data center to enable the presentation, control, analysis and operation of data asset information in said server virtualization system of said data center.
6. The data asset management platform according to claim 1, wherein the server virtualization system of the data center is connected to the cloud management platform, and the server virtualization system of the data center implements a flow operation on the data asset management platform by using a blueprint and a custom script function of the cloud management platform, and particularly automatically completes a whole flow of application, construction and delivery of a virtual machine according to user request data of a client.
7. The data asset management platform according to claim 1, wherein the server virtualization system of the data center is connected to the client, and includes a data acquisition module for transmitting the financial asset information data to the client, the data acquisition module is configured with a data preprocessing unit, and the data preprocessing unit sequentially and gradually performs parsing, data standardization processing and duplicate data removal operations of different storage categories on the acquired financial asset information data.
8. The data asset management platform according to claim 1, wherein the server virtualization system of the data center further comprises a master data monitoring module, and the master data monitoring module comprises an interface layer, and the interface layer is configured to provide a user login interface, an operation interface, and a process approval interface for a client user, maintain or manage configuration information and usage rights of the server virtualization system of the data center through the client interface, and provide monitoring processing for system operation logs.
9. The method for the data asset management platform according to claim 1, wherein after a user logs in a client, a connection is established with a server virtualization system of a data center, and file dump, data asset information management, data asset information processing, data asset information caching and data asset information conversion in a unified view planning system are adopted, and meanwhile, the server virtualization system of the data center calls a file corresponding to a database, and in addition, a cloud management platform is used for realizing a flow operation of the data asset management platform, so that presentation, control, analysis and operation operations of data asset information in the server virtualization system of the data center are completed.
10. The method for the data asset management platform according to claim 9, further comprising analyzing and processing the problem data, sending the problem data to an asset self-service problem processing module of a server virtualization system of the data center through the client, and outputting solution information after performing a flow operation through a problem data acquisition unit, a problem data analysis unit, a problem data positioning unit and a problem data output unit in the data asset self-service problem processing module.
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