CN102970164A - Cloud platform management monitoring system and method - Google Patents

Cloud platform management monitoring system and method Download PDF

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CN102970164A
CN102970164A CN2012104712754A CN201210471275A CN102970164A CN 102970164 A CN102970164 A CN 102970164A CN 2012104712754 A CN2012104712754 A CN 2012104712754A CN 201210471275 A CN201210471275 A CN 201210471275A CN 102970164 A CN102970164 A CN 102970164A
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cloud platform
user
information
platform
resource
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CN102970164B (en
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戴元顺
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University of Electronic Science and technology of Sichuan foundation for education development
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WUXI UESTC TECHNOLOGY DEVELOPMENT Co Ltd
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Abstract

The invention discloses a cloud platform management monitoring system and method. The cloud platform management monitoring system mainly comprises a three-level firewall module used for effectively blocking cracker invasion, an information monitoring module used for intercepting pornographic pictures, and a service charging module used for detecting resource charging condition in real time and taking measures in a very short time to recover normal charging. The cloud platform management monitoring system and method can overcome the defects of small application range, poor generality, poor expansibility and the like in the prior art and has the advantages of large application range, good generality and good expansibility.

Description

A kind of cloud platform management supervisory control system and method
Technical field
The present invention relates to cloud platform management and monitoring technique field, particularly, relate to a kind of cloud platform management supervisory control system and method.
Background technology
Improve constantly with informationization technology along with Internet technology is universal, every field is more and more higher to the informationization requirement in the society, and the data of processing also constantly increase.Cloud computing platform forms mutually the resource pool of sharing, cooperating to huge infrastructure, data storage, various platform, software, and taking out on this basis the stratification service, the mode of using provides services such as architecture (laaS), platform (Paas), software (Saas) as the user to pay.Cloud service makes people needn't be concerned about the specific implementation of bottom, a large amount of calculating and storage is put in " cloud " processes by all means, returns result, and is convenient just as water, electricity.
In recent years, the companies such as Google, Amazon, IBM are all in the cloud service of actively releasing oneself, oneself lands cloud computing to practical application from concept, and maturation has been attained in development, developed into personalized, flexiblely can expand, service-oriented publicly-owned cloud or privately owned cloud.
Monitoring is the important component part of cloud computing platform, it is a lot of prerequisites such as network analysis, system management, job scheduling, load balancing, event prediction, fault detect and recovery operation in the cloud computing platform, can help cloud computing platform dynamic quantization resource to use, detect the service defective, find that the user uses pattern, the decision-making of auxiliary resources scheduler module, the service quality that improves cloud computing platform is played a significant role.Cloud computing platform not only comprises storage, network, the computational resource of bottom, also comprises virtual resource on this basis, and cloud platform, cloud software after these virtual resource abstracts integration.
Be flooded with resource isomery, dynamic, complicated under various a large amount of distributed environments above the cloud platform, how they are carried out the guarantee that efficient dynamic monitoring and management provide high-quality service, the management monitoring system of real comparative maturity and few in the cloud computing field.
Academia, relatively less to the research work of cloud computing platform supervisory control system.The somebody proposes method monitoring and the management cloud computing platform infrastructure of a kind of RESTful, and the entity on the cloud computing platform (comprising calculating, network, storage resources) is structured in the tree structure in the REST mode.Such monitoring management institutional framework is fit to cloud computing platform infrastructure, yet other entity' in the server levels also need monitoring on the cloud computing platform, and very difficult expansion is come in.
In realizing process of the present invention, the inventor finds to exist at least in the prior art defectives such as the scope of application is little, versatility is poor and autgmentability is poor.
Summary of the invention
The object of the invention is to, for the problems referred to above, propose a kind of cloud platform management supervisory control system, to realize that the scope of application is large, versatility good and the advantage of favorable expandability.
Another object of the present invention is to, propose a kind of cloud platform management method for supervising.
For achieving the above object, the technical solution used in the present invention is: a kind of cloud platform management supervisory control system, mainly comprise the three grades of FWSMs, information monitoring module and the service charge module that are connected successively, wherein:
Three grades of FWSMs: be used for the exotic invasive event that comprises user and hacker is carried out identification, and let pass or intercept process based on gained identification result, effectively block hacker attacks;
The information monitoring module: be used for adopting image algorithm that the various pictorial informations in the platform are examined, the interception imperfect picture adopts comparison to bad Word message and video information, and the format conversion technology is intercepted and captured;
The service charge module: be used for detecting in real time the resource charge situation, in case find the unreasonable charges situation, immediately to the report of related platform administrative center, with the regular fee of taking measures in the short time to recover at the utmost point.
Further, described three grades of FWSMs comprise parallel one-level fire compartment wall and the secondary fire compartment wall that arranges, and are clipped in the intermediate zone of described one-level fire compartment wall and secondary fire compartment wall and are used for the effectively intermediate layer of blocking-up hacker attacks.
Further, described information monitoring module comprises the data analysis submodule, expert diagnosis submodule, report submodule, data sub module stored and the information issue submodule that are connected successively between described three grades of FWSMs and service charge module.
Further, described service charge module comprises the database that is connected with described information monitoring module, and the statistics submodule that is connected with described database respectively, analysis submodule, unusual submodule and processing submodule.
Simultaneously, another technical scheme of the present invention's employing is: a kind of cloud platform management method for supervising mainly comprises:
A, the exotic invasive event that comprises user and hacker is carried out identification, and let pass or intercept process based on gained identification result, effectively block hacker attacks;
B, employing image algorithm are examined the various pictorial informations in the platform, and the interception imperfect picture adopts comparison to bad Word message and video information, and the format conversion technology is intercepted and captured;
C, detect the resource charge situation in real time, in case find the unreasonable charges situation, immediately to the report of related platform administrative center, with the regular fee of taking measures in the short time to recover at the utmost point.
Further, step a specifically comprises:
Management service is provided, and the request that the user sends is accepted in management available resources and service, sends to corresponding application service according to user's request, and resource is dynamically disposed and reclaims in intelligentized scheduling, deploy resources and application;
The user is authenticated, authorizes, logins and manage, and the authority to the user when user logins is strictly controlled; When hacker's wish is invaded cloud platform inside, by two-stage fire compartment wall and the interception of the intermediate layer between two-stage fire compartment wall hacker.
Further, step b specifically comprises:
Classify according to the various information that the user uploads, convert again image graphic information to the state that the space also can normally show simultaneously of saving;
Adopt mode identification technology, the human figure's picture that occurs in the sheet is analyzed, effectively filter imperfect picture information, Word message carries out search comparison, shields illegal Word message, simultaneously sound classification is detected the violence information of effectively filtering to especial sound.
Further, step c specifically comprises:
Adopt data mining technology, data in the platform are carried out deep excavation, and the operating position of resource on monitoring and the metering cloud computing platform is in order in time take corresponding measure, finish the synchronisation of nodes configuration, be responsible for equilibrium and monitoring resource, give the user with guaranteeing resource optimization;
The fault that occurs on the monitoring cloud computing platform or the problem that may occur in the future give warning in advance, and trace the root with orientation problem; The frequency of data acquisition is set flexibly according to character and the monitoring needs of acquisition target.
Cloud platform management supervisory control system and the method for various embodiments of the present invention, owing to mainly comprise for three grades of FWSMs effectively blocking hacker attacks, the information monitoring module that is used for the interception imperfect picture is used for detecting in real time the resource charge situation and takes measures to recover the service charge module of regular fee in the short time at the utmost point; Can be by adopting the technology such as data mining, fire compartment wall, pattern recognition, the ruuning situation of monitoring and management cloud platform; By cloud monitoring can effectively monitor resource, in time predict resource bottleneck, break down, take in advance corresponding measure, significantly improve cloud computing platform service quality, the cloud management then can detect management to the data message in the platform, makes the online environment of a green, safety to the client; Thereby can overcome the defective that the scope of application is little in the prior art, versatility is poor and autgmentability is poor, to realize that the scope of application is large, versatility good and the advantage of favorable expandability.
Other features and advantages of the present invention will be set forth in the following description, and, partly from specification, become apparent, perhaps understand by implementing the present invention.
Below by drawings and Examples, technical scheme of the present invention is described in further detail.
Description of drawings
Accompanying drawing is used to provide a further understanding of the present invention, and consists of the part of specification, is used for together with embodiments of the present invention explaining the present invention, is not construed as limiting the invention.In the accompanying drawings:
Fig. 1 is the operation principle schematic diagram of cloud platform management supervisory control system of the present invention.
Embodiment
Below in conjunction with accompanying drawing the preferred embodiments of the present invention are described, should be appreciated that preferred embodiment described herein only is used for description and interpretation the present invention, is not intended to limit the present invention.
Device embodiment
According to the embodiment of the invention, a kind of cloud platform management supervisory control system and method are provided.As shown in Figure 1, present embodiment mainly comprises three grades of FWSMs, information monitoring module and the service charge module that is connected successively; Three grades of FWSMs comprise parallel one-level fire compartment wall and the secondary fire compartment wall that arranges, and are clipped in the intermediate zone of one-level fire compartment wall and secondary fire compartment wall and are used for the effectively intermediate layer of blocking-up hacker attacks; The information monitoring module comprises the data analysis submodule, expert diagnosis submodule, report submodule, data sub module stored and the information issue submodule that are connected successively between three grades of FWSMs and service charge module; The service charge module comprises the database that is connected with the information monitoring module, and the statistics submodule that is connected with database respectively, analysis submodule, unusual submodule and processing submodule.
Above-mentioned three grades of FWSMs: be used for the exotic invasive event that comprises user and hacker is carried out identification, and let pass or intercept process based on gained identification result, effectively block hacker attacks.Like this, effectively block hacker attacks at intermediate zone of two-stage fire compartment wall sandwich, authority to the user when user logins is strictly controlled, high hardware configuration realizes the guarantee of safety, and the software of employing is the high reliability of legal effective guarantee platform operation entirely, when the hacker wants to invade cloud platform inside, the vacuum layer that must at first capture two-layer fire compartment wall and be clipped in the middle, whole platform monitoring safeguard it is the operation personnel of specialty, conscientiously guarantee safety;
The information monitoring module: be used for adopting image algorithm that the various pictorial informations in the platform are examined, the interception imperfect picture adopts comparison to bad Word message and video information, and the format conversion technology is intercepted and captured.Like this, adopt image algorithm that the various pictorial informations in the platform are examined, the interception imperfect picture, bad Word message and video information are adopted comparison, the format conversion technology is intercepted and captured, classify according to the various information that the user uploads, image graphic information is changed the saving space more also can normally be shown simultaneously, adopt mode identification technology that the human figure's picture that occurs in the sheet is analyzed, effectively filter imperfect picture information, Word message carries out search comparison, shields illegal Word message, simultaneously sound classification is detected the violence information of effectively filtering to especial sound.
The service charge module: be used for detecting in real time the resource charge situation, in case find the unreasonable charges situation, immediately to the report of related platform administrative center, with the regular fee of taking measures in the short time to recover at the utmost point.For example, can adopt data mining technology, the data in the platform are carried out deep excavation, the dynamic monitoring analysis in case find anomaly to occur at certain node, notifies rapidly the related management personnel to safeguard.
Implementation method embodiment
According to the embodiment of the invention, a kind of cloud platform management method for supervising is provided, mainly comprise:
A, the exotic invasive event that comprises user and hacker is carried out identification, and let pass or intercept process based on gained identification result, effectively block hacker attacks;
Step a specifically comprises:
Management service is provided, and the request that the user sends is accepted in management available resources and service, sends to corresponding application service according to user's request, and resource is dynamically disposed and reclaims in intelligentized scheduling, deploy resources and application;
The user is authenticated, authorizes, logins and manage, and the authority to the user when user logins is strictly controlled; When hacker's wish is invaded cloud platform inside, by two-stage fire compartment wall and the interception of the intermediate layer between two-stage fire compartment wall hacker;
B, employing image algorithm are examined the various pictorial informations in the platform, and the interception imperfect picture adopts comparison to bad Word message and video information, and the format conversion technology is intercepted and captured;
Step b specifically comprises:
Classify according to the various information that the user uploads, convert again image graphic information to the state that the space also can normally show simultaneously of saving;
Adopt mode identification technology, the human figure's picture that occurs in the sheet is analyzed, effectively filter imperfect picture information, Word message carries out search comparison, shields illegal Word message, simultaneously sound classification is detected the violence information of effectively filtering to especial sound;
C, detect the resource charge situation in real time, in case find the unreasonable charges situation, immediately to the report of related platform administrative center, with the regular fee of taking measures in the short time to recover at the utmost point;
Step c specifically comprises:
Adopt data mining technology, data in the platform are carried out deep excavation, and the operating position of resource on monitoring and the metering cloud computing platform is in order in time take corresponding measure, finish the synchronisation of nodes configuration, be responsible for equilibrium and monitoring resource, give the user with guaranteeing resource optimization;
The fault that occurs on the monitoring cloud computing platform or the problem that may occur in the future give warning in advance, and trace the root with orientation problem; According to character and the monitoring needs of acquisition target, the frequency that setting data gathers.
The cloud platform management method for supervising of above-described embodiment, the particularly fire compartment wall of cloud platform and data mining technology; Hysteresis quality problem for the supervisory control system data are processed in real time designs a kind of forecast model based on action learning, prognoses system performance condition in the future.According to the characteristic of the monitor data of cloud computing platform and the time range of needs prediction, forecast model is subdivided into performance data is long-term, the short-term value of closing is crossed the border and accident look-ahead model; In conjunction with technology such as data mining, machine learning, algorithm designs a model.In addition, utilize forecast model Accuracy evaluation equation, the dynamic adaptable of research forecast model; At last, in conjunction with the characteristics of cloud computing platform, simplify the complexity of system, take out the cloud computing platform component model with level and extensibility; Then, consider the Design and implementation supervisory control system from extensibility, low coupling, real-time, accuracy, low intervention and the several aspects of versatility; Simultaneously, the feasibility of the hybrid data acquisition algorithm of checking push-and-pull.
Cloud platform management supervisory control system and the method for above-described embodiment, characteristics from cloud computing platform, but the kind of monitor data, form, obtain manner, characteristic for different pieces of information, in conjunction with advantage and the improvement project of existing monitoring technique, supervisory control system is simplified, take out more directly perceived, easy to understand, the monitor component model with level and autgmentability.Can better provide resource management attribute and state support for upper layer resource scheduling and on-demand service based on this modelling.For existing supervisory control system data process not enough aspect analyze, on the basis to existing prediction correlation technique, design a kind of predicting monitoring model based on action learning, prediction cloud computing platform operation conditions in the future, the information such as situation to the resource status on the cloud computing platform and user are carried out sensed in advance, the cloud service that can initiatively adapt to these state information change is provided, for load balancing and scheduler module provide leading decision support, help it more intelligently to make a strategic decision, realize distributing rationally of resource, thereby guarantee high-quality service, supervisory control system can not affect the normal operation of monitored system, guarantees again certain monitoring capacity simultaneously.This just requires supervisory control system to reduce overhead as far as possible, guarantee monitoring capacity again, satisfies certain user's monitoring demand.Supervisory control system can take to reduce data acquiring frequency, reduce the image data amount, dwindle the measure such as monitoring range reduces expense, but this can cause monitoring can not in time find fault, can not reflect system's time of day, can not satisfy the user monitoring demand, to achieve these goals, said system and method adopt following technical solution:
⑴ data mining technology
Adopt data mining technology, data in the platform are carried out deep excavation, and the operating position of resource on monitoring and the metering cloud computing platform is in order in time take corresponding measure, finish the synchronisation of nodes configuration, be responsible for equilibrium and monitoring resource, give the user with guaranteeing resource optimization; It can also monitor the fault that occurs on the cloud computing platform or the problem that may occur in the future gives warning in advance, and traces the root with orientation problem.
⑵ three grades of firewall technologys
Authority to the user when user logins is strictly controlled, high hardware configuration, realize the guarantee of safety, the software that adopts is the high reliability of legal effective guarantee platform operation entirely, when the hacker wants to invade cloud platform inside, the vacuum layer that must at first capture two-layer fire compartment wall and be clipped in the middle, whole platform monitoring safeguard it is the operation personnel of specialty, conscientiously guarantee safety.
⑶ data message monitoring technique
Adopt image algorithm that the various pictorial informations in the platform are examined, the interception imperfect picture, bad Word message and video information are adopted comparison, the format conversion technology is intercepted and captured, image graphic information is changed the saving space more also can normally be shown simultaneously, adopt mode identification technology that the human figure's picture that occurs in the sheet is analyzed, effectively filter imperfect picture information, Word message carries out search comparison, shield illegal Word message, simultaneously sound classification is detected the violence information of effectively filtering to especial sound.
⑷ data sampling technology
The entity class of supervisory control system monitoring is a lot, and different types of entity has own characteristics, and the service data of generation is also different; In addition, different user is different to the monitoring demand of different entities.Therefore, the frequency of data acquisition is set flexibly according to character and the monitoring needs of acquisition target, and to reduce overhead, supervisory control system should be simplified deployment, configuration, operating procedure and method as far as possible, to be user-friendly to.
In sum, cloud platform management supervisory control system and the method for various embodiments of the present invention have constantly obtained everybody approval in the middle of the client uses, can be by adopting the technology such as data mining, fire compartment wall, pattern recognition, the ruuning situation of monitoring and management cloud platform; By cloud monitoring can effectively monitor resource, in time predict resource bottleneck, break down, take in advance corresponding measure, significantly improve cloud computing platform service quality, the cloud management then can detect management to the data message in the platform, makes the online environment of a green, safety to the client; The indexs such as cloud platform management supervisory control system not only realizes efficiently, low interventions also have autgmentability and versatility, with expansion and the improvement that makes things convenient for system, make things convenient for user's secondary development, thus convenient and different cloud computing platforms alternately.
It should be noted that at last: the above only is the preferred embodiments of the present invention, be not limited to the present invention, although with reference to previous embodiment the present invention is had been described in detail, for a person skilled in the art, it still can be made amendment to the technical scheme that aforementioned each embodiment puts down in writing, and perhaps part technical characterictic wherein is equal to replacement.Within the spirit and principles in the present invention all, any modification of doing, be equal to replacement, improvement etc., all should be included within protection scope of the present invention.

Claims (8)

1. a cloud platform management supervisory control system is characterized in that, mainly comprises the three grades of FWSMs, information monitoring module and the service charge module that are connected successively, wherein:
Three grades of FWSMs: be used for the exotic invasive event that comprises user and hacker is carried out identification, and let pass or intercept process based on gained identification result, effectively block hacker attacks;
The information monitoring module: be used for adopting image algorithm that the various pictorial informations in the platform are examined, the interception imperfect picture adopts comparison to bad Word message and video information, and the format conversion technology is intercepted and captured;
The service charge module: be used for detecting in real time the resource charge situation, in case find the unreasonable charges situation, immediately to the report of related platform administrative center, with the regular fee of taking measures in the short time to recover at the utmost point.
2. cloud platform management supervisory control system according to claim 1, it is characterized in that, described three grades of FWSMs, comprise parallel one-level fire compartment wall and the secondary fire compartment wall that arranges, and be clipped in the intermediate zone of described one-level fire compartment wall and secondary fire compartment wall and be used for the effectively intermediate layer of blocking-up hacker attacks.
3. cloud platform management supervisory control system according to claim 1, it is characterized in that, described information monitoring module comprises the data analysis submodule, expert diagnosis submodule, report submodule, data sub module stored and the information issue submodule that are connected successively between described three grades of FWSMs and service charge module.
4. cloud platform management supervisory control system according to claim 1, it is characterized in that, described service charge module comprises the database that is connected with described information monitoring module, and the statistics submodule that is connected with described database respectively, analysis submodule, unusual submodule and processing submodule.
5. a cloud platform management method for supervising is characterized in that, mainly comprises:
A, the exotic invasive event that comprises user and hacker is carried out identification, and let pass or intercept process based on gained identification result, effectively block hacker attacks;
B, employing image algorithm are examined the various pictorial informations in the platform, and the interception imperfect picture adopts comparison to bad Word message and video information, and the format conversion technology is intercepted and captured;
C, detect the resource charge situation in real time, in case find the unreasonable charges situation, immediately to the report of related platform administrative center, with the regular fee of taking measures in the short time to recover at the utmost point.
6. cloud platform management method for supervising according to claim 5 is characterized in that step a specifically comprises:
Management service is provided, and the request that the user sends is accepted in management available resources and service, sends to corresponding application service according to user's request, and resource is dynamically disposed and reclaims in intelligentized scheduling, deploy resources and application;
The user is authenticated, authorizes, logins and manage, and the authority to the user when user logins is strictly controlled; When hacker's wish is invaded cloud platform inside, by two-stage fire compartment wall and the interception of the intermediate layer between two-stage fire compartment wall hacker.
7. cloud platform management method for supervising according to claim 5 is characterized in that step b specifically comprises:
Classify according to the various information that the user uploads, convert again image graphic information to the state that the space also can normally show simultaneously of saving;
Adopt mode identification technology, the human figure's picture that occurs in the sheet is analyzed, effectively filter imperfect picture information, Word message carries out search comparison, shields illegal Word message, simultaneously sound classification is detected the violence information of effectively filtering to especial sound.
8. cloud platform management method for supervising according to claim 5 is characterized in that step c specifically comprises:
Adopt data mining technology, data in the platform are carried out deep excavation, and the operating position of resource on monitoring and the metering cloud computing platform is in order in time take corresponding measure, finish the synchronisation of nodes configuration, be responsible for equilibrium and monitoring resource, give the user with guaranteeing resource optimization;
The fault that occurs on the monitoring cloud computing platform or the problem that may occur in the future give warning in advance, and trace the root with orientation problem; According to character and the monitoring needs of acquisition target, the frequency that setting data gathers.
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