CN108959625A - The acquisition methods and device of information in cloud data system - Google Patents
The acquisition methods and device of information in cloud data system Download PDFInfo
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- CN108959625A CN108959625A CN201810808573.5A CN201810808573A CN108959625A CN 108959625 A CN108959625 A CN 108959625A CN 201810808573 A CN201810808573 A CN 201810808573A CN 108959625 A CN108959625 A CN 108959625A
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- G—PHYSICS
- G06—COMPUTING; CALCULATING OR COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F11/00—Error detection; Error correction; Monitoring
- G06F11/30—Monitoring
- G06F11/34—Recording or statistical evaluation of computer activity, e.g. of down time, of input/output operation ; Recording or statistical evaluation of user activity, e.g. usability assessment
- G06F11/3438—Recording or statistical evaluation of computer activity, e.g. of down time, of input/output operation ; Recording or statistical evaluation of user activity, e.g. usability assessment monitoring of user actions
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Abstract
The invention discloses the acquisition methods and device of information in a kind of cloud data system.The described method includes: obtain the running log of component in cloud data system, the interactive log generated when the request of user is completed in the log and component and other assemblies that when request including component complete independently user generates jointly；According to the identity of the user of pre-stored cloud operating system, the running log of the component is screened, obtains the log information of user；According to the log information of the user, the operation behavior of the user is determined.
Description
Technical field
The present invention relates to field of information processing, the acquisition methods and device of information in espespecially a kind of cloud data system.
Background technique
Cloud computing (Cloud Computing) is the increase, use and delivery mode of related service Internet-based, is led to
Often it is related to providing the resource of dynamic easily extension and often virtualization by internet.Cloud is a kind of ratio of network, internet
Explain saying.Past often indicates telecommunications network in figure with cloud, also is used to indicate the pumping of internet and underlying infrastructure later
As.Therefore, cloud computing even can allow you to experience the operational capability of 10 trillion times per second, and possessing so powerful computing capability can
With simulated-nuclear explosion, Prediction of Climate Change and market trend.User accesses number by modes such as computer, notebook, mobile phones
According to center, operation is carried out by the demand of oneself.
Definition to cloud computing, well accepted at this stage is National Institute of Standards and Technology's definition: cloud computing
It is a kind of mode paid by usage amount, this mode provides available, convenient and fast, on-demand network access, into configurable
Computing resources shared pool, wherein resource includes network, server, storage, application software and service etc., these resources can be by
It quickly provides, only need to put into seldom management work, or carry out seldom interaction with service supplier.In Constructing data center
Initial stage be mainly complete network, calculating, storage are built, construct unified resource management platform, complete the unitized pipe of resource
Reason and autonomous service；User gradually pays close attention to the real service condition of resource in subsequent development process, preferably to plan
The use of resource and control resource.
Cloud management platform towards be public users, and public users to cloud platform use and operating habit for cloud
The subsequent planning of pipe platform is very helpful；In order to improve the competitiveness of cloud platform in industry as far as possible, it is necessary to receive
Collect the operating habit of user in each operation system, then the operation behavior for how getting user is a problem to be solved.
Summary of the invention
In order to solve the above-mentioned technical problems, the present invention provides the acquisition methods and dress of information in a kind of cloud data system
It sets, realizes the acquisition not operated to the operation behavior of user.
In order to reach the object of the invention, the present invention provides a kind of acquisition methods of information in cloud data system, comprising:
Obtain the running log of component in cloud data system, the log that when request including component complete independently user generates
And component and other assemblies complete the interactive log generated when the request of user jointly；
According to the identity of the user of pre-stored cloud operating system, the running log of the component is sieved
Choosing, obtains the log information of user；
According to the log information of the user, the operation behavior of the user is determined.
Wherein, the method also has a characteristic that the running log of component in the acquisition cloud data system, comprising:
According to pre-set reading data strategy, securing component it is data cached, obtain component and being asked in response user
Data content, access time and the access user generated during asking；
According to preset journal format, when the data content that is generated in the request process for responding user to component, access
Between and access user handle, the log information of formation component.
Wherein, the method also has a characteristic that the running log of component in the acquisition cloud data system, comprising:
The Client-initiated operation behavior of cloud data system response is identified, recognition result is obtained；
When the operation behavior for detecting user meets preset goal behavior, according to preset journal format, institute is recorded
It states and responds the Client-initiated operation behavior log information generated in cloud data system.
Wherein, the method also has a characteristic that the identity of the user according to pre-stored cloud operating system
Mark, screens the running log of the component, after obtaining the log information of user, the method also includes:
Read the temporal information recorded in the log information of the user；
According to the temporal information recorded in the log information of the user, judge whether the log information of the user is company
Log in the continuous period；
If it is the log in continuous time period, the log information according to the user is executed, determines the user's
Otherwise the operation of operation behavior obtains log in the period of missing, then execute the log information according to the user, determines
The operation of the operation behavior of the user.
Wherein, the method also has a characteristic that the log information according to the user, determines the user's
Operation behavior, comprising:
According to the classifying rules of default setting, the log of the user is classified, obtains the log letter of each operation
Breath, wherein the classifying rules is the operation behavior for making the data with existing of user generate variation；
According in the log information of each operation access content and access time, obtain the visit of user access
Ask behavior.
The acquisition device of information in a kind of cloud data system, comprising:
Module is obtained, for obtaining the running log of component in cloud data system, including asking for component complete independently user
The log generated when asking and component and other assemblies complete the interactive log generated when the request of user jointly；
Screening module, for the identity of the user according to pre-stored cloud operating system, to the fortune of the component
Row log is screened, and the log information of user is obtained；
Determining module determines the operation behavior of the user for the log information according to the user.
Wherein, described device also has a characteristic that the acquisition module includes:
Acquiring unit, for according to pre-set reading data strategy, securing component it is data cached, obtain component and exist
Respond the data content generated in the request process of user, access time and access user；
Generation unit is used for the number according to preset journal format, generated in the request process of response user to component
It is handled according to content, access time and access user, the log information of formation component.
Wherein, described device also has a characteristic that the acquisition module includes:
Recognition unit, the Client-initiated operation behavior for responding to the cloud data system identifies, is known
Other result；
Recording unit, for when the operation behavior for detecting user meets preset goal behavior, according to preset day
Will format records and responds the Client-initiated operation behavior log information generated in the cloud data system.
Wherein, described device also has a characteristic that described device further include:
Read module records in the log information for after obtaining the log information of user, reading the user
Temporal information；
Judgment module, the temporal information for recording in the log information according to the user, judges the day of the user
Whether will information is log in continuous time period；
Processing module, for executing the log information according to the user, really if it is the log in continuous time period
Otherwise the operation of the operation behavior of the fixed user obtains log in the period of missing, then execute the day according to the user
Will information determines the operation of the operation behavior of the user.
Wherein, described device also has a characteristic that the determining module includes:
Taxon classifies the log of the user for the classifying rules according to default setting, obtains each
The log information of operation, wherein the classifying rules is the operation behavior for making the data with existing of user generate variation；
Determination unit, in the log information according to each operation access content and access time, obtain institute
State the access behavior of user's access.
Embodiment provided by the invention, log and component that when request of securing component complete independently user generates and its
He completes the interactive log generated when the request of user by component jointly, and obtained log is handled, and obtains the operation of user
Behavior, different from the previous tracking operation log of user that passes through, the present invention is to respond information generated with server end to carry out
The identification of user behavior determines the operation behavior of user by non-intrusion type log collection mode, for after cloud data system
Phase exploitation provides data reference, improves the competitiveness of product.
Other features and advantages of the present invention will be illustrated in the following description, also, partly becomes from specification
It obtains it is clear that understand through the implementation of the invention.The objectives and other advantages of the invention can be by specification, right
Specifically noted structure is achieved and obtained in claim and attached drawing.
Detailed description of the invention
Attached drawing is used to provide to further understand technical solution of the present invention, and constitutes part of specification, with this
The embodiment of application technical solution for explaining the present invention together, does not constitute the limitation to technical solution of the present invention.
Fig. 1 is the flow chart of the acquisition methods of information in cloud data system provided by the invention；
Fig. 2 is the flow diagram of the method provided by the invention based on log collection analysis operation behavior；
Fig. 3 is the structure chart of the acquisition device of information in cloud data system provided by the invention.
Specific embodiment
To make the objectives, technical solutions, and advantages of the present invention clearer, below in conjunction with attached drawing to the present invention
Embodiment be described in detail.It should be noted that in the absence of conflict, in the embodiment and embodiment in the application
Feature can mutual any combination.
Step shown in the flowchart of the accompanying drawings can be in a computer system such as a set of computer executable instructions
It executes.Also, although logical order is shown in flow charts, and it in some cases, can be to be different from herein suitable
Sequence executes shown or described step.
Fig. 1 is the flow chart of the acquisition methods of information in cloud data system provided by the invention.Fig. 1 shown device includes:
Step 101, the running log for obtaining component in cloud data system, when request including component complete independently user, are raw
At log and component and other assemblies complete the interactive log generated when the request of user jointly；
Step 102, according to pre-stored cloud operating system user identity, to the running log of the component
It is screened, obtains the log information of user；
Step 103, according to the log information of the user, determine the operation behavior of the user.
Embodiment of the method provided by the invention, the log and component that when request of securing component complete independently user generates
It completes the interactive log generated when the request of user jointly with other assemblies, obtained log is handled, obtains user's
Operation behavior, different from the previous tracking operation log of user that passes through, the present invention is to respond information generated with server end
The identification for carrying out user behavior, the operation behavior of user is determined by non-intrusion type log collection mode, is cloud data system
Later development provide data reference, improve the competitiveness of product.
Installation practice provided by the invention is described further below:
Basic thought provided by the invention:
1) log collection component and log analysis component are disposed in cloud management platform；
2) pass through the log information of log collection collect components various aspects, operation log, cloud management including user are flat
Interactive log between the running log and cloud management platform various components of platform various components, and summarize output journal information；
The realization that log component is completed by the thought of non-intruding service logic.
3) by log analysis component, cleaning historical data is arranged, normalized number passes through sample number according to as sample data
According to analysis, and output journal analysis report is completed, the operation behavior of user is obtained.
Specifically, log collection component major function is the operation log for recording user, each group of cloud management platform of record
Interactive log, formatted log and output journal information between the running log of part, record cloud management platform various components,
And provide a kind of non-intrusion type log collection scheme；Log analysis component major function is the pass analyzed in log between data
Connection property, the frequency of use of common function, output journal analysis report, using the acquisition of non-intruding Pattern completion log information.
In an embodiment of the method provided by the invention, the present invention uses non-intruding mode collector journal information, wherein
The running log of component in the acquisition cloud data system, there is following two ways:
First way:
According to pre-set reading data strategy, securing component it is data cached, obtain component and being asked in response user
Data content, access time and the access user generated during asking；
According to preset journal format, when the data content that is generated in the request process for responding user to component, access
Between and access user handle, the log information of formation component.
Specifically, the reading data strategy can be the data for carrying out reading assembly caching according to the preset time cycle,
Can when the spatial cache of component reaches the preset upper limit, by component it is automatic on transmit obtain it is data cached, to obtain group
In the time and corresponding user information generated with the data generated in user interaction process and above-mentioned data, the mistake in part
Cheng Wuxu installs behavior tracking program in user side, does not influence the daily access behavior of user；In addition, subsequent unification for convenience
Processing log, using unified journal format, completes record and the preservation of log after being resolved to data.
The second way:
The Client-initiated operation behavior of cloud data system response is identified, recognition result is obtained；
When the operation behavior for detecting user meets preset goal behavior, according to preset journal format, institute is recorded
It states and responds the Client-initiated operation behavior log information generated in cloud data system.
Specifically, user's usage amount with cloud platform is continuously increased, it is necessary to the targetedly behavior of identification user,
The behavior of operating habit and operational requirements that user can be embodied is identified, reduces the record to useless behavior and maintenance,
Improve treatment effeciency.Therefore, when user initiates to operate, need to identify the purpose of the operation behavior, to judge the operation behavior
Whether be potential value behavior, for example, user to content it is newly-increased, delete and modification, the potential of user can be embodied in fact
Demand, the behavior that similar operations are executed in fixed time period can embody the operating habit of user.After above-mentioned behavior can be
The service of continuous preferably response user, the regulatory requirement raising data foundation for being bonded user therefore can be in advance by aforesaid operations
Behavior is set, and will be met aforesaid operations behavior and is recorded, and carries out having recorded preservation by unified format.
For example, if getting the log of the user A, occurred by the user's operation behavior recorded in the log
Time determines that log recording user A in the operation behavior that the period is upper January, is judged based on above-mentioned log
Before, first have to judge the log information whether include last month all time sections operation behavior, i.e., whether lacked at least one
The data of a period, then it is possible that can cause to judge by accident to the judgement of the behavior of user A, influence judgement if missing
Accuracy.
In an embodiment of the method provided by the invention, the body of the user according to pre-stored cloud operating system
Part mark, screens the running log of the component, after obtaining the log information of user, the method also includes:
Read the temporal information recorded in the log information of the user；
According to the temporal information recorded in the log information of the user, judge whether the log information of the user is company
Log in the continuous period；
If it is the log in continuous time period, the log information according to the user is executed, determines the user's
Otherwise the operation of operation behavior obtains log in the period of missing, then execute the log information according to the user, determines
The operation of the operation behavior of the user.
Wherein, for the data of the period of missing can by from read the user historical data in each month this when
Between data in section replace, the behaviour for corresponding to the period in the month can also be fitted according to the analysis to the user's history data
Make behavior, user is facilitated to analyze.
By the judgement of the integrality with log information, guarantee the integrality of the subsequent data to log analysis, at raising
Manage accuracy.
In an embodiment of the method provided by the invention, the log information according to the user determines the use
The operation behavior at family, comprising:
According to the classifying rules of default setting, the log of the user is classified, obtains the log letter of each operation
Breath, wherein the classifying rules is the operation behavior for making the data with existing of user generate variation；
According in the log information of each operation access content and access time, obtain the visit of user access
Ask behavior.
Specifically, the operation behavior in the classifying rules can be deletion, change and newly-increased operation, above-mentioned behaviour can be passed through
Make behavior and the operation behavior for embodying user's actual need is subjected to selective analysis, obtains the potential demand of user.
Fig. 2 is the flow diagram of the method provided by the invention based on log collection analysis operation behavior.Shown in Fig. 2
Method includes: that log information is collected, log information output, the data scrubbing of log information, analysis log information, exports analysis report
It accuses, schematic diagram is as shown in Fig. 1.Specific implementation process is as follows:
1) collector journal information (log information is acquired using non-invasive ventilation mode), in order to preferably analyze user behavior,
Need to collect the log information of various aspects.
A. User operation log；
B. the running log of cloud management platform various components；
C. the interactive log between cloud management platform various components；
Log collection mode intercepts the receipts that user's operation two ways completes log by browser rs cache and back-end code
Collection, and both modes be all it is non-invasive, will not directly be related with service code.
2) log information exports: in order to facilitate the analysis of log information, so needing according to regulation format output journal letter
Breath, sorts out all derived logs, and uniform output format.
3) log information is carried out standardization processing, specifically included by the data scrubbing of log information:
A. normalized number evidence: deleting not applicable data, increases the data of some period missing；
B. data classification: being grouped according to the strong type of Property comparison, for example the operation such as deletes, is newly-increased；
4) log information is analyzed: being analyzed using Data Analysis Software for the log information being collected into and generates day
Will analysis report.
The method that application example of the present invention provides responds the knowledge that information generated carries out user behavior with server end
Not, the operation behavior of user is determined by non-intrusion type log collection mode, provides number for the later development of cloud data system
According to reference, the competitiveness of product is improved.
Fig. 3 is the structure chart of the acquisition device of information in cloud data system provided by the invention.Fig. 3 shown device includes:
Module 301 is obtained, for obtaining the running log of component in cloud data system, including component complete independently user's
The log generated when request and component and other assemblies complete the interactive log generated when the request of user jointly；
Screening module 302, for the identity of the user according to pre-stored cloud operating system, to the component
Running log is screened, and the log information of user is obtained；
Determining module 303 determines the operation behavior of the user for the log information according to the user.
In an Installation practice provided by the invention, the acquisition module 301 includes:
Acquiring unit, for according to pre-set reading data strategy, securing component it is data cached, obtain component and exist
Respond the data content generated in the request process of user, access time and access user；
Generation unit is used for the number according to preset journal format, generated in the request process of response user to component
It is handled according to content, access time and access user, the log information of formation component.
In an Installation practice provided by the invention, the acquisition module 301 includes:
Recognition unit, the Client-initiated operation behavior for responding to the cloud data system identifies, is known
Other result；
Recording unit, for when the operation behavior for detecting user meets preset goal behavior, according to preset day
Will format records and responds the Client-initiated operation behavior log information generated in the cloud data system.
In an Installation practice provided by the invention, described device further include:
Read module records in the log information for after obtaining the log information of user, reading the user
Temporal information；
Judgment module, the temporal information for recording in the log information according to the user, judges the day of the user
Whether will information is log in continuous time period；
Processing module, for executing the log information according to the user, really if it is the log in continuous time period
Otherwise the operation of the operation behavior of the fixed user obtains log in the period of missing, then execute the day according to the user
Will information determines the operation of the operation behavior of the user.
In an Installation practice provided by the invention, the determining module 303 includes:
Taxon classifies the log of the user for the classifying rules according to default setting, obtains each
The log information of operation, wherein the classifying rules is the operation behavior for making the data with existing of user generate variation；
Determination unit, in the log information according to each operation access content and access time, obtain institute
State the access behavior of user's access.
Installation practice provided by the invention, the log and component that when request of securing component complete independently user generates
It completes the interactive log generated when the request of user jointly with other assemblies, obtained log is handled, obtains user's
Operation behavior, different from the previous tracking operation log of user that passes through, the present invention is to respond information generated with server end
The identification for carrying out user behavior, the operation behavior of user is determined by non-intrusion type log collection mode, is cloud data system
Later development provide data reference, improve the competitiveness of product.
Those of ordinary skill in the art will appreciate that computer journey can be used in all or part of the steps of above-described embodiment
Sequence process realizes that the computer program can be stored in a computer readable storage medium, the computer program exists
(such as system, unit, device) executes on corresponding hardware platform, when being executed, include the steps that Installation practice it
One or combinations thereof.
Optionally, integrated circuit can be used also to realize in all or part of the steps of above-described embodiment, these steps can
To be fabricated to integrated circuit modules one by one respectively, or make multiple modules or steps in them to single integrated electricity
Road module is realized.In this way, the present invention is not limited to any specific hardware and softwares to combine.
Each device/functional module/functional unit in above-described embodiment, which can be adopted, is realized with general computing device realization, it
Can be concentrated on a single computing device, can also be distributed over a network of multiple computing devices.
Each device/functional module/functional unit in above-described embodiment realized in the form of software function module and as
Independent product when selling or using, can store in a computer readable storage medium.Computer mentioned above
Read/write memory medium can be read-only memory, disk or CD etc..
The above description is merely a specific embodiment, but scope of protection of the present invention is not limited thereto, any
Those familiar with the art in the technical scope disclosed by the present invention, can easily think of the change or the replacement, and should all contain
Lid is within protection scope of the present invention.Therefore, protection scope of the present invention should be subject to protection scope described in claim.
Claims (10)
1. the acquisition methods of information in a kind of cloud data system characterized by comprising
Obtain the running log of component in cloud data system, log that when request including component complete independently user generates and
Component and other assemblies complete the interactive log generated when the request of user jointly；
According to the identity of the user of pre-stored cloud operating system, the running log of the component is screened, is obtained
To the log information of user；
According to the log information of the user, the operation behavior of the user is determined.
2. the method according to claim 1, wherein it is described obtain cloud data system in component running log,
Include:
According to pre-set reading data strategy, securing component it is data cached, obtain component response user it is requested
Data content, access time and the access user generated in journey；
According to preset journal format, data content that component is generated in the request process of response user, access time and
Access user is handled, the log information of formation component.
3. the method according to claim 1, wherein it is described obtain cloud data system in component running log,
Include:
The Client-initiated operation behavior of cloud data system response is identified, recognition result is obtained；
When the operation behavior for detecting user meets preset goal behavior, according to preset journal format, the cloud is recorded
The Client-initiated operation behavior log information generated is responded in data system.
4. method according to any one of claims 1 to 3, which is characterized in that described according to pre-stored cloud operating system
User identity, the running log of the component is screened, after obtaining the log information of user, the method
Further include:
Read the temporal information recorded in the log information of the user；
According to the temporal information recorded in the log information of the user, judge whether the log information of the user is consecutive hours
Between log in section；
If it is the log in continuous time period, the log information according to the user is executed, determines the operation of the user
Otherwise the operation of behavior obtains log in the period of missing, then execute the log information according to the user, described in determination
The operation of the operation behavior of user.
5. method according to any one of claims 1 to 3, which is characterized in that the log information according to the user, really
The operation behavior of the fixed user, comprising:
According to the classifying rules of default setting, the log of the user is classified, obtains the log information of each operation,
Described in classifying rules be make user data with existing generate variation operation behavior；
According in the log information of each operation access content and access time, obtain the access row of user access
For.
6. the acquisition device of information in a kind of cloud data system characterized by comprising
Module is obtained, for obtaining the running log of component in cloud data system, when request including component complete independently user
The log of generation and component and other assemblies complete the interactive log generated when the request of user jointly；
Screening module, for the identity of the user according to pre-stored cloud operating system, to the operation day of the component
Will is screened, and the log information of user is obtained；
Determining module determines the operation behavior of the user for the log information according to the user.
7. device according to claim 6, which is characterized in that the acquisition module includes:
Acquiring unit, for according to pre-set reading data strategy, securing component it is data cached, obtain component and responding
Data content, access time and the access user generated in the request process of user；
Generation unit, in the data for being generated in the request process of response user to component according to preset journal format
Hold, access time and access user are handled, the log information of formation component.
8. device according to claim 6, which is characterized in that the acquisition module includes:
Recognition unit, the Client-initiated operation behavior for responding to the cloud data system identify, obtain identification knot
Fruit；
Recording unit, for when the operation behavior for detecting user meets preset goal behavior, according to preset log lattice
Formula records and responds the Client-initiated operation behavior log information generated in the cloud data system.
9. according to any device of claim 6 to 8, which is characterized in that described device further include:
Read module, the time recorded in the log information for after obtaining the log information of user, reading the user
Information；
Judgment module, the temporal information for recording in the log information according to the user judge the log letter of the user
Whether breath is log in continuous time period；
Processing module, for executing the log information according to the user, determining institute if it is the log in continuous time period
The operation of the operation behavior of user is stated, otherwise, obtains log in the period of missing, then executes and is believed according to the log of the user
Breath, determines the operation of the operation behavior of the user.
10. according to any device of claim 6 to 9, which is characterized in that the determining module includes:
Taxon classifies the log of the user for the classifying rules according to default setting, obtains each operation
Log information, wherein the classifying rules be make user data with existing generate variation operation behavior；
Determination unit, in the log information according to each operation access content and access time, obtain the use
The access behavior of family access.
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Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
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| CN111190671A (en) * | 2019-12-20 | 2020-05-22 | 上海淇玥信息技术有限公司 | Window display control method and device and electronic equipment |
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| CN107026825A (en) * | 2016-02-02 | 2017-08-08 | 中国移动通信集团陕西有限公司 | A kind of method and system for accessing big data system |
| CN107133520A (en) * | 2016-02-26 | 2017-09-05 | 华为技术有限公司 | The credible measurement method and apparatus of cloud computing platform |
| US9749480B1 (en) * | 2016-03-31 | 2017-08-29 | Kyocera Document Solutions Inc. | Method that performs from scanning to storing scan data using scan cloud ticket |
| CN106371986A (en) * | 2016-09-08 | 2017-02-01 | 上海新炬网络技术有限公司 | Log treatment operation and maintenance monitoring system |
| CN106529278A (en) * | 2016-11-07 | 2017-03-22 | 深圳盛灿科技股份有限公司 | Non-Intrusive monitoring method and device |
| CN107465694A (en) * | 2017-09-19 | 2017-12-12 | 北京哈工大计算机网络与信息安全技术研究中心 | Openstack tenant's operation behavior auditing method and system based on message queue |
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