CN110070465A - A kind of immortalized service system of data center based on multiple agent O&M - Google Patents
A kind of immortalized service system of data center based on multiple agent O&M Download PDFInfo
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- CN110070465A CN110070465A CN201910213843.2A CN201910213843A CN110070465A CN 110070465 A CN110070465 A CN 110070465A CN 201910213843 A CN201910213843 A CN 201910213843A CN 110070465 A CN110070465 A CN 110070465A
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- G06Q—INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
- G06Q50/00—Systems or methods specially adapted for specific business sectors, e.g. utilities or tourism
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Abstract
The invention discloses a kind of immortalized service systems of the data center based on multiple agent O&M, the O&M at integrated data center is realized using multiple agent, detection and data processing, display are carried out to different equipment Running Systems using multiple agent, the data of overall operation system are acquired by multiple agent simultaneously, building information knowledge library handles the data of acquisition, is analyzed, is classified, offer demand is replied to be pushed with potential demand information, to provide immortalized service.
Description
Technical field
The present invention relates to data O&M technical field, more particularly to a kind of data based on multiple agent O&M
The immortalized service system in center.
Background technique
Currently, immortalized service is more and more common, the service experience more comprehensively more refined is brought for user, often basis
User demand provides corresponding resolution policy, these derive from collection, analysis and statistics to data, then carries out information and opens up
Exhibition obtains further user demand.
But the management of huge data is problem, existing universal system administration mode be difficult to cope with cloud computing,
The variation of the servers such as virtualization, centralization, high densification, data center's efficiency of operation is low, and immortalized service provides not precisely, no
In time.
Therefore, how to carry out the efficient process of operational system data and accurately immortalized service be provided to be art technology
The problem of personnel's urgent need to resolve.
Summary of the invention
In view of this, being adopted the present invention provides a kind of immortalized service system of the data center based on multiple agent O&M
Piecemeal detection operation may be implemented, using a variety of intelligent bodies to different fortune in the O&M that integrated data center is realized with multiple agent
Row system carries out detection O&M, is collected simultaneously data and is sent to information knowledge library, is handled collection data, is analyzed, inferred
Current request and potential demand, and corresponding data information is transferred, carry out the reply of current request and the Push Service of potential demand.
To achieve the goals above, the present invention adopts the following technical scheme:
A kind of immortalized service system of data center based on multiple agent O&M, comprising: multiple agent data center fortune
Tie up system architecture, O&M operation management system and increased value service system；
Wherein, the multiple agent data center operational system framework includes agents and communications system, communication interface, letter
Cease node, controller and O&M knowledge base and effector；The controller includes interpreter, context searchig device, O&M ontology
With information node monitor；The information node monitor is communicated with the information node and the O&M knowledge base；Institute
Context searchig device is stated to be communicated with the O&M knowledge base；The agents and communications system passes through communication interface and information
Node and effector real-time perfoming information exchange；
The O&M operation management system include O&M surveillant intelligent entity, alarming and managing intelligent body, equipment management intelligent body,
Environmental management intelligent body and security system intelligent body；The alarming and managing intelligent body, the equipment management intelligent body, the environment
Management intelligent body and the security system intelligent body are communicated with the O&M surveillant intelligent entity respectively；The O&M monitors intelligence
Energy body is interacted with the agents and communications system to be communicated；
The increased value service system includes information knowledge library and display platform；The information knowledge library includes that data collection is flat
Platform, database management platform and reply push platform；The data collection platform is communicated with the O&M knowledge base, is collected
Storing data is simultaneously transmitted to database management platform；The database management platform includes knowledge model, inference machine and manager；
The push platform of replying receives the request that user terminal is sent, according to the request content from the database management platform tune
Corresponding classificating knowledge and data are taken, and are sent to the display platform or user's mobile device terminal.
Preferably, the information node monitor is monitored by the interpreter from being distributed the information node and described
The update of the contextual information stored in O&M knowledge base, the context searchig device are indexed and are retrieved the fortune by interpreter
The contextual information stored in dimension knowledge base, the context, which is retrieved, to change, and the O&M ontology carries out certainly
Adapt to management.
Preferably, the alarming and managing intelligent body, the equipment management intelligent body, the environmental management intelligent body with it is described
Security system intelligent body obtains the real time data of each management system in real time, and is tested and analyzed respectively, and will test result into
Row visualization processing is sent to O&M surveillant intelligent entity and displays data.
Preferably, the O&M surveillant intelligent entity carries out the testing result to summarize upload, and it is logical to be sent to multiple agent
Letter system.
Preferably, the database management platform is identified and divides to the data that the data collection platform is sent
Class, and carry out potential information excavation.
Preferably, the multiple agent data center operational system framework the specific implementation process is as follows:
Step 11: O&M environmental change is sent to the information section by communication interface by the agents and communications system
Point；
Step 12: received O&M environmental information is sent to controller and effector by the information node；
Step 13: the information node monitor is monitored by interpreter from the distribution information node and the O&M
The update of the contextual information stored in knowledge base；
Step 14: the context searchig device by interpreter index and retrieve stored in the O&M knowledge base it is described
Contextual information；
Step 15: the context, which is retrieved, to change, and the O&M ontology carries out adaptive management；
Step 16: O&M knowledge base is according to O&M ontology come reasoning superior context；
Step 17: effector is acted on by communication interface sends data to the agents and communications system.
Preferably, the O&M operation management system carrying out practically process is as follows:
O&M surveillant intelligent entity described in step 21, the alarming and managing intelligent body, the equipment management intelligent body, the ring
Border manages intelligent body and the security system intelligent body distinguishes monitoring management each section operational system；
Step 22: alarming and managing intelligent body monitoring management alarm management system, and collect real time data；The equipment management
Intelligent body monitoring management power-equipment and network device hardware management system, and collect real time data；The environmental management intelligence
Body monitoring management environmental management system, and collect real time data；The security system intelligent body monitoring management security system, and receive
Collect real time data；A variety of intelligent bodies test and analyze the data of collection respectively, will test result visualization processing simultaneously
It is transmitted to the O&M surveillant intelligent entity, is displayed data；
Step 23: the real time data that the O&M surveillant intelligent entity collects operational system carries out visualization display, and will connect
The visual information of receipts, which summarize, is transmitted to the agents and communications system.
Preferably, the carrying out practically process of the increased value service system is as follows:
Step 31: establishing the data collection platform and collect the storage O&M knowledge base data and external shared number
According to establishing a huge knowledge base；
Step 32: the data of collection are sent to the database management platform, the database management platform pair
The data are extracted, are purified, and are loaded into data center；
Step 33: the data center carries out polymerization processing to data, and group builds up data warehouse；
Step 34: being classified according to knowledge model to the data in the data warehouse, and extract corresponding professional number
According to formation Data Mart；
Step 35: the data of the data center by matching and are merged into logic, with the dictionary data of operation system into
Row mapping provides unified analysis bore and data service, and the reply push platform, which receives user, requests and transfer respective counts
According to the user equipment end for being sent to display platform or transmission request；
Step 36: the display platform, which shows query result or sends the user equipment termination requested, receives request phase
Close data information.
It can be seen via above technical scheme that compared with prior art, the present disclosure provides one kind based on mostly intelligent
The immortalized service system of the data center of body O&M carries out system O&M using multiple agent, the number acquired using multiple agent
It according to progress data analysis, processing and classification, and stores to information knowledge library, corresponding information is transferred according to user's request, and can
Client is pushed to be inferred to relevant information according to request content, carries out immortalized service.
Detailed description of the invention
In order to more clearly explain the embodiment of the invention or the technical proposal in the existing technology, to embodiment or will show below
There is attached drawing needed in technical description to be briefly described, it should be apparent that, the accompanying drawings in the following description is only this
The embodiment of invention for those of ordinary skill in the art without creative efforts, can also basis
The attached drawing of offer obtains other attached drawings.
Fig. 1 attached drawing is multiple agent data center operational system structural schematic diagram provided by the invention；
Fig. 2 attached drawing is operational system operation management system structural schematic diagram provided by the invention；
Fig. 3 attached drawing is the immortalized service system structural schematic diagram of medical O&M provided by the invention.
Specific embodiment
Following will be combined with the drawings in the embodiments of the present invention, and technical solution in the embodiment of the present invention carries out clear, complete
Site preparation description, it is clear that described embodiments are only a part of the embodiments of the present invention, instead of all the embodiments.It is based on
Embodiment in the present invention, it is obtained by those of ordinary skill in the art without making creative efforts every other
Embodiment shall fall within the protection scope of the present invention.
A kind of immortalized service system of data center based on multiple agent O&M, comprising: multiple agent data center fortune
Tie up system architecture, O&M operation management system and increased value service system；
Wherein, multiple agent data center operational system framework includes agents and communications system, communication interface, information section
Point, controller and O&M knowledge base and effector；Controller includes interpreter, context searchig device, O&M ontology and information section
Point monitor；Information node monitor is communicated with information node and O&M knowledge base；Context searchig device and O&M knowledge
Library is communicated；Agents and communications system passes through communication interface and information node and effector real-time perfoming information exchange；
O&M operation management system includes O&M surveillant intelligent entity, alarming and managing intelligent body, equipment management intelligent body, environment
Manage intelligent body and security system intelligent body；Alarming and managing intelligent body, equipment management intelligent body, environmental management intelligent body and security protection
System intelligent body is communicated with O&M surveillant intelligent entity respectively；O&M surveillant intelligent entity is handed over agents and communications system
Mutual communication；
Increased value service system includes information knowledge library and display platform；Information knowledge library includes data collection platform, data
Depositary management platform and reply push platform；Data collection platform is communicated with O&M knowledge base, is collected storing data and is transmitted
To database management platform；Database management platform includes knowledge model, inference machine and manager；It replys push platform and receives use
The request that family terminal is sent, transfers corresponding classificating knowledge and data from database management platform according to request content, and be sent to
Display platform or user's mobile device terminal.
In order to further optimize the above technical scheme, information node monitor is monitored by interpreter and comes from distributed intelligence section
The update of the contextual information stored in point and O&M knowledge base, context searchig device index and retrieve O&M by interpreter and know
Know the contextual information stored in library, context, which is retrieved, to change, and O&M ontology carries out adaptive management.
In order to further optimize the above technical scheme, alarming and managing intelligent body, equipment management intelligent body, environmental management intelligence
Body and security system intelligent body obtain the real time data of each management system in real time, and are tested and analyzed respectively, and will test knot
Fruit progress visualization processing is sent to O&M surveillant intelligent entity and displays data.
In order to further optimize the above technical scheme, O&M surveillant intelligent entity will test result and carry out summarizing upload, send
To agents and communications system.
In order to further optimize the above technical scheme, database management platform carries out the data that data collection platform is sent
Mark and classification, and carry out potential information excavation.
In order to further optimize the above technical scheme, multiple agent data center operational system framework implements process such as
Under:
S11: O&M environmental change is sent to information node by communication interface by agents and communications system；
S12: received O&M environmental information is sent to controller and effector by information node；
S13: information node monitor is stored in distributed intelligence node and O&M knowledge base by interpreter monitoring
The update of contextual information；
S14: context searchig device is indexed and is retrieved the contextual information stored in O&M knowledge base by interpreter；
S15: context, which is retrieved, to change, and O&M ontology carries out adaptive management；
S16: O&M knowledge base is according to O&M ontology come reasoning superior context；
S17: effector is acted on by communication interface sends data to agents and communications system.
In order to further optimize the above technical scheme, O&M operation management system carrying out practically process is as follows:
S21 O&M surveillant intelligent entity, alarming and managing intelligent body, equipment management intelligent body, environmental management intelligent body and security protection
System intelligent body distinguishes monitoring management each section operational system；
S22: alarming and managing intelligent body monitoring management alarm management system, and collect real time data；Equipment management intelligent body
Monitoring management power-equipment and network device hardware management system, and collect real time data；Environmental management intelligent body monitoring management
Environmental management system, and collect real time data；Security system intelligent body monitoring management security system, and collect real time data；It is more
Kind intelligent body tests and analyzes the data of collection respectively, will test result visualization and handles and be transmitted to O&M monitoring intelligence
Energy body, displays data；
S23: the real time data that O&M surveillant intelligent entity collects operational system carries out visualization display, and will be received visual
Change information, which summarize, is transmitted to agents and communications system.
In order to further optimize the above technical scheme, the carrying out practically process of increased value service system is as follows:
S31: it establishes data collection platform and collects storage O&M knowledge base data and external shared data, establish a Pang
Big knowledge base；
S32: the data of collection are sent to database management platform, database management platform extracts data, only
Change, and is loaded into data center；
S33: data center carries out polymerization processing to data, and group builds up data warehouse；
S34: classified according to knowledge model to the data in data warehouse, and extract corresponding expert data and form number
According to fairground；
S35: passing through matching for the data of data center and merge logic, mapped with the dictionary data of operation system,
Unified analysis bore and data service be provided, replys push platform and receives user and request and transfer corresponding data to be sent to display
Platform or the user equipment end for sending request；
S36: display platform, which shows query result or sends the user equipment termination requested, receives request related data information.
Embodiment
A kind of medical information knowledge base value-added service constructs a knowledge base first and is contacted with oracle, received
Collection stores the data model of clinical business scope, including case control domain, doctor's advice domain, laboratory domain, observation domain, case domain, disease
The national standard used in the dictionary data and hospital business stored in case domain, operation domain, nursing domain etc. and hospital business system, row
Mark, terrestrial reference, hospital department, service unit, attendant, service item and the relevant guide of medical care, specification, document, management
Rule etc. stores fixed knowledge and flow-data to be built into a huge database.
Then a data warehouse is established, the data in data warehouse pass through calculating and polymerization by the data of data center
It is formed after reason.From the data for extracting data and professional's team services from medical treatment in the data of data warehouse and knowledge base
Data are collected in source, by extracting and conversion is stored into data warehouse, are integrated the business datum of all medical systems, are established one
A unified data center, and metadata is established in data warehouse to express data information.It is more due to existing between medical treatment
Kind of association, a kind of medical treatment can be decomposed into multiple blocks of knowledge, there is association between the Index for examination of different medical, symptom, respectively
There is association between kind treatment means.Therefore the expression of class is carried out to every class knowledge, according to the expression way based on ontology, often
The expression of kind knowledge will include class, attribute, individual three parts content.Metadata provides an information mesh for access data warehouse
Record, this catalogue describe having what data, these data how to obtain in data warehouse comprehensively and how to access these
Data are the centers of data warehouse operation and maintenance, and data warehouse server utilizes the metadata to storage and more new data, simultaneously
User can understand by metadata and access data warehouse.
Database management platform, including medical knowledge model, inference machine and manager, indicate knowledge by knowledge model
Information and the structuring for carrying out operation format carry out knowledge point according to environment, treatment stage, patient's type, result, disciplines
Class establishes knouledge-based information expression and structural method to reach in application practice.Knowledge and data are expressed
The operation to knowledge is completed by inference machine with after structuring, the deduction retrieval including consistency check and knowledge to knowledge
Deng making inferences to obtain to existing knowledge and data using rule-based reasoning, model reasoning, reasoning by cases and fuzzy reasoning etc. new
Knowledge, using natural language processing technique to knowledge manipulation and processing, the natural language text of processing is carried out towards massive information
Text mining, information extraction.Last original knowledge and data are accessed and are located by manager with knowledge obtained by reasoning and data
Reason, by a descriptive language come to storage knowledge and data operated and handled, that is, pass through user terminal send
Information inquiring request, database management platform are transferred relevant information according to request description and are handled.
Push platform is replied, relevant knowledge and data information are transferred from database management platform and is sent to display platform
Or on subscriber terminal equipment or electric business sends publicity request, reply push platform by judgement to solicited message sort out with
Comparison, transfers relevant user information, while will advertise that request is sent on associated user's mobile terminal device, that is, completes information
Push.
Each embodiment in this specification is described in a progressive manner, the highlights of each of the examples are with other
The difference of embodiment, the same or similar parts in each embodiment may refer to each other.For device disclosed in embodiment
For, since it is corresponded to the methods disclosed in the examples, so being described relatively simple, related place is said referring to method part
It is bright.
The foregoing description of the disclosed embodiments enables those skilled in the art to implement or use the present invention.
Various modifications to these embodiments will be readily apparent to those skilled in the art, as defined herein
General Principle can be realized in other embodiments without departing from the spirit or scope of the present invention.Therefore, of the invention
It is not intended to be limited to the embodiments shown herein, and is to fit to and the principles and novel features disclosed herein phase one
The widest scope of cause.
Claims (8)
1. a kind of immortalized service system of data center based on multiple agent O&M characterized by comprising multiple agent number
According to center operational system framework, O&M operation management system and increased value service system；
Wherein, the multiple agent data center operational system framework includes agents and communications system, communication interface, information section
Point, controller and O&M knowledge base and effector；The controller includes interpreter, context searchig device, O&M ontology and letter
Cease node monitor；The information node monitor is communicated with the information node and the O&M knowledge base；On described
Hereafter searcher is communicated with the O&M knowledge base；The agents and communications system passes through communication interface and information node
With effector real-time perfoming information exchange；
The O&M operation management system includes O&M surveillant intelligent entity, alarming and managing intelligent body, equipment management intelligent body, environment
Manage intelligent body and security system intelligent body；The alarming and managing intelligent body, the equipment management intelligent body, the environmental management
Intelligent body and the security system intelligent body are communicated with the O&M surveillant intelligent entity respectively；The O&M surveillant intelligent entity
It interacts and communicates with the agents and communications system；
The increased value service system includes information knowledge library and display platform；The information knowledge library include data collection platform,
Database management platform and reply push platform；The data collection platform is communicated with the O&M knowledge base, and collection is deposited
Storage data are simultaneously transmitted to database management platform；The database management platform includes knowledge model, inference machine and manager；Institute
It states and replys the request that push platform receives user terminal transmission, transferred according to the request content from the database management platform
Corresponding classificating knowledge and data, and it is sent to the display platform or user's mobile device terminal.
2. according to a kind of immortalized method of servicing of data center based on multiple agent O&M according to claim 1,
It is characterized in that, the information node monitor is monitored by the interpreter to be known from the distribution information node and the O&M
Know the update of the contextual information stored in library, the context searchig device is indexed and retrieved the O&M knowledge by interpreter
The contextual information stored in library, the context, which is retrieved, to change, and the O&M ontology is adaptively managed
Reason.
3. according to a kind of immortalized method of servicing of data center based on multiple agent O&M according to claim 1,
It is characterized in that, the alarming and managing intelligent body, the equipment management intelligent body, the environmental management intelligent body and the security protection system
System intelligent body obtains the real time data of each management system in real time, and is tested and analyzed respectively, and will test result and carry out visually
Change processing is sent to O&M surveillant intelligent entity and displays data.
4. according to a kind of immortalized method of servicing of data center based on multiple agent O&M according to claim 1,
It is characterized in that, the O&M surveillant intelligent entity carries out the testing result to summarize upload, is sent to agents and communications system.
5. according to a kind of immortalized method of servicing of data center based on multiple agent O&M according to claim 1,
It being characterized in that, the database management platform is identified and classifies to the data that the data collection platform is sent, and
Carry out potential information excavation.
6. the immortalized service system of a kind of data center based on multiple agent O&M according to claim 2, feature
Be, the multiple agent data center operational system framework the specific implementation process is as follows:
Step 11: O&M environmental change is sent to the information node by communication interface by the agents and communications system；
Step 12: received O&M environmental information is sent to controller and effector by the information node；
Step 13: the information node monitor is monitored by interpreter from the distribution information node and the O&M knowledge
The update of the contextual information stored in library；
Step 14: the context searchig device by interpreter index and retrieve stored in the O&M knowledge base it is described up and down
Literary information；
Step 15: the context, which is retrieved, to change, and the O&M ontology carries out adaptive management；
Step 16: O&M knowledge base is according to O&M ontology come reasoning superior context；
Step 17: effector is acted on by communication interface sends data to the agents and communications system.
7. the immortalized service system of a kind of data center based on multiple agent O&M according to claim 3 or 4, special
Sign is that the O&M operation management system carrying out practically process is as follows:
O&M surveillant intelligent entity described in step 21, the alarming and managing intelligent body, the equipment management intelligent body, the environment pipe
It manages intelligent body and the security system intelligent body distinguishes monitoring management each section operational system；
Step 22: alarming and managing intelligent body monitoring management alarm management system, and collect real time data；The equipment management intelligence
Body monitoring management power-equipment and network device hardware management system, and collect real time data；The environmental management intelligent body prison
Keyholed back plate manages environmental management system, and collects real time data；The security system intelligent body monitoring management security system, and collect reality
When data；A variety of intelligent bodies test and analyze the data of collection respectively, will test result visualization and handle and pass
The O&M surveillant intelligent entity is transported to, is displayed data；
Step 23: the real time data that the O&M surveillant intelligent entity collects operational system carries out visualization display, and will be received
Visual information, which summarize, is transmitted to the agents and communications system.
8. the immortalized service system of a kind of data center based on multiple agent O&M according to claim 5, feature
It is, the carrying out practically process of the increased value service system is as follows:
Step 31: establishing the data collection platform and collect the storage O&M knowledge base data and external shared data, build
Found a huge knowledge base；
Step 32: the data of collection being sent to the database management platform, the database management platform is to described
Data are extracted, are purified, and are loaded into data center；
Step 33: the data center carries out polymerization processing to data, and group builds up data warehouse；
Step 34: being classified according to knowledge model to the data in the data warehouse, and extract corresponding expert data shape
At Data Mart；
Step 35: by the data of the data center by matching and merging logic, being reflected with the dictionary data of operation system
It penetrates, unified analysis bore and data service is provided, the reply push platform receives user and requests and transfer corresponding data hair
Send to display platform or send the user equipment end of request；
Step 36: the display platform, which shows query result or sends the user equipment termination requested, receives request dependency number
It is believed that breath.
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| CN113192330A (en) * | 2021-04-26 | 2021-07-30 | 上海德衡数据科技有限公司 | Multi-agent-based vehicle management method, management system, device and medium |
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