CN104767810A - Cloud-client cooperative service system and cloud-client cooperative work method - Google Patents

Cloud-client cooperative service system and cloud-client cooperative work method Download PDF

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Publication number
CN104767810A
CN104767810A CN201510159531.XA CN201510159531A CN104767810A CN 104767810 A CN104767810 A CN 104767810A CN 201510159531 A CN201510159531 A CN 201510159531A CN 104767810 A CN104767810 A CN 104767810A
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cloud
model
user terminal
resource
cloud resource
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杨永全
洪博为
殷波
盛艳秀
聂婕
魏晨曦
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Ocean University of China
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Ocean University of China
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    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L67/00Network arrangements or protocols for supporting network services or applications
    • H04L67/01Protocols
    • H04L67/10Protocols in which an application is distributed across nodes in the network

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  • Engineering & Computer Science (AREA)
  • Computer Networks & Wireless Communication (AREA)
  • Signal Processing (AREA)
  • Information Transfer Between Computers (AREA)

Abstract

The invention discloses a cloud-client cooperative service system and a cloud-client cooperative work method to achieve different modes of interaction between diversified intelligent user terminals based on cloud computing and a cloud server side so that the user terminal can obtain the most proper data or service and better cooperate with a cloud server. The system comprises a cloud server, user terminals and a cloud-client cooperative service platform connected with the cloud server and the user terminals, wherein resources in the cloud server are matched with the user terminals through the cloud-client cooperative service platform, so that cloud-client cooperation is achieved. By the adoption of the technical scheme, personalized services are provided for users according to the requirements and preferences of users based on different characteristics of diversified intelligent user terminals based on cloud computing, and then user experience is improved.

Description

Cloud-end cooperative service system and cloud-end collaboration working method
Technical field
The invention belongs to cloud computing and Internet technical field, be specifically related to a kind of cloud-end cooperative service system and cloud-end collaboration working method.
Background technology
Along with the fast development of computer and network technologies, cloud computing starts to show huge vitality.Cloud computing is Distributed Calculation, parallel computation, the continuity of grid computing scheduling theory in the Internet, and its target is centered by the Internet, provide safety, fast, easily data store and network calculations service.Cloud computing, owing to having rich in natural resources and powerful calculating and storage capacity, attracts increasing Internet Service Provider to use cloud, impels it to obtain and develop fast, and increasingly move to maturity.
Meanwhile, intelligent subscriber terminal equipment, also in fast development, comprises intelligent television, all-in-one, notebook computer, panel computer, smart mobile phone etc., outstanding behaviours be handling property more and more by force, more and more universal and diversified.So, the Consumer's Experience of individual demand and requirements at the higher level is proposed according to the difference of subscriber terminal equipment characteristic.
Due to the attraction of cloud computing affluent resources, by cloud computing and the collaborative work of intelligent subscriber terminal, there is cloud-end technology, to become in internet arena an active field.Such as, wired home is typical intelligence family terminal, more and more utilizes cloud to provide resource and service for the subscriber terminal equipment in wired home, and subscriber terminal equipment the Internet rich in natural resources being supplied to wired home uses.As movie resource, music sources, Entertainment, various data resource etc.Based on the wired home technology that cloud computing or cloud store, make full use of the business platform that network capabilities achieves telecomputing and stores service, realize overall service logic and the propelling movement of business.But, due to portability and the diversity of the intelligent subscriber terminal equipment in wired home, as intelligent television, all-in-one, notebook computer, panel computer, energy mobile phone etc., bring the problems such as subscriber terminal equipment computing capability difference is comparatively large, data storage capacities is uneven, display screen is not of uniform size.The difference of computing capability is mainly manifested on CPU, internal memory and graphics capability.The difference of data storage capacities mainly refers to the size of memory capacity.And the difference of screen size and resolution, then probably cause the change of display effect, even affect use.How according to the difference of these subscriber terminal equipment performances, and user preferences and user's request, the mutual of different modes is carried out with cloud server end, obtain most suitable data or service, collaborative work better with high in the clouds, for user provides personalized service and good Consumer's Experience, become a new challenge in wired home field.
Above problem, in the mobile Internet of fast development, shows particularly outstanding, for this reason, proposes many different solutions:
Huawei proposes the co-architecture technology of one " end Guan Yun ".Cloud, can be understood as a business ITization; Pipe, namely supports large discharge, intelligentized pipeline; End is exactly the interface of terminal or user.By the framework of " end Guan Yun ", accomplish the intellectuality of terminal, the multimedia of information presents.Although this framework contains all constituents of high in the clouds cooperative system, and reckon without the individual character part demand of terminal use.
China Telecom proposes a kind of " cloud+end " co-architecture based on uniform client, and with cloud platform and cloud mobile phone for core, by capability development layer, applications service, application and development test environment forms, and releases Expo e cloud mobile phone products etc.But this solution is based on existing resource, being mainly applicable to telecommunication handset user has, and does not have universality.
Summary of the invention
The object of the embodiment of the present invention is to provide a kind of cloud-end cooperative service system and cloud-end collaboration working method, make based in the diversified intelligent terminal of cloud computing, characteristic for various intelligent subscriber terminal equipment is different, need and user preferences according to user, for user provides personalized service and better Consumer's Experience.
According to an aspect of the present invention, provide a kind of cloud-end cooperative service system, described cloud-end cooperative service system comprises Cloud Server and user terminal, and described system also comprises: cloud-end collaboration services platform;
Described cloud-end collaboration services platform is connected with described user terminal with described Cloud Server respectively, for completing the coupling of Cloud Server resource and described user terminal.
In such scheme, described cloud-end collaboration services platform is also for preserving the information of described user terminal.
In such scheme, described cloud-end collaboration services platform comprises cloud resource model and builds module, user terminal model construction module, matching module; Wherein,
Described cloud resource model builds module for building cloud resource model;
Described user terminal model construction module is for building user terminal model;
Described matching module builds module with described cloud resource model respectively and is connected with described user terminal module, for the coupling of described cloud resource model and described user terminal model.
In such scheme, described cloud resource model comprises: cloud resource general character model and cloud resource individual character model;
Described user terminal model comprises: user terminal characteristic model and user preferences model.
In such scheme, described matching module is further used for, and is mated by described cloud resource general character model with described user preferences model, is mated by described cloud resource individual character model with described user terminal characteristic model.
According to another aspect of the present invention, additionally provide a kind of cloud-end collaboration working method, described method comprises:
Cloud Server resource in Cloud Server is mated with user terminal, completes the collaborative work of Cloud Server and user terminal.
In such scheme, described Cloud Server resource in Cloud Server to be mated with user terminal, realized by cloud-end collaboration services platform; Described high in the clouds collaboration services platform preserves the information of described user terminal.
In such scheme, described Cloud Server resource in Cloud Server to be mated with user terminal, comprises further:
Build cloud resource model;
Build user terminal model;
Described cloud resource model and described user terminal model are mated.
In such scheme, described cloud resource model comprises: cloud resource general character model and cloud resource individual character model;
Described user terminal model comprises: user terminal characteristic model and user preferences model.
In such scheme, described described cloud resource model and described user terminal model to be mated, comprise further: described cloud resource general character model is mated with described user preferences model, described cloud resource individual character model is mated with described user terminal characteristic model.
As can be seen from the technical scheme of the above embodiment of the present invention, cloud described in the present invention-end cooperative service system comprises Cloud Server, user terminal, simultaneously and cloud-end the collaboration services platform be connected with user terminal with Cloud Server respectively, by cloud-end collaboration services platform, the resource in described Cloud Server is mated with user terminal, thus complete the collaborative work of cloud-end.Technical scheme of the present invention makes, based in the diversified intelligent terminal of cloud computing, for the characteristic difference of various intelligent subscriber terminal equipment, to need and user preferences, for user provides personalized service, improve Consumer's Experience according to user.
Accompanying drawing explanation
In order to be illustrated more clearly in the technical scheme of the embodiment of the present invention, below the accompanying drawing used required in describing embodiment is briefly described, apparently, accompanying drawing in the following describes is only some embodiments of the present invention, for those of ordinary skill in the art, under the prerequisite not paying creative work, other accompanying drawing can also be obtained according to these accompanying drawings.
Fig. 1 is the cloud-end cooperative service system structural representation of first embodiment of the invention;
Fig. 2 is the internal structure schematic diagram of the cloud shown in Fig. 1-end collaboration services platform;
Fig. 3 is the schematic flow sheet of the cloud-end collaboration working method of second embodiment of the invention;
Fig. 4 is the cloud-end collaboration working method FB(flow block) of second embodiment of the invention specific embodiment.
Embodiment
Those skilled in the art of the present technique are appreciated that unless expressly stated, and singulative used herein " ", " one ", " described " and " being somebody's turn to do " also can comprise plural form.Should be further understood that, the wording used in specification of the present invention " comprises " and refers to there is described feature, integer, step, operation, element and/or assembly, but does not get rid of and exist or add other features one or more, integer, step, operation, element, assembly and/or their group.Should be appreciated that, when we claim element to be " connected " or " coupling " to another element time, it can be directly connected or coupled to other elements, or also can there is intermediary element.In addition, " connection " used herein or " coupling " can comprise wireless connections or couple.Wording "and/or" used herein comprises one or more arbitrary unit listing item be associated and all combinations.
Those skilled in the art of the present technique are appreciated that unless otherwise defined, and all terms used herein (comprising technical term and scientific terminology) have the meaning identical with the general understanding of the those of ordinary skill in field belonging to the present invention.Should also be understood that those terms defined in such as general dictionary should be understood to have the meaning consistent with the meaning in the context of prior art, unless and define as here, can not explain by idealized or too formal implication.
For ease of the understanding to the embodiment of the present invention, be described below in detail embodiments of the present invention, the execution mode described by reference to accompanying drawing is exemplary, only for explaining the present invention, and can not be interpreted as limitation of the present invention.
Fig. 1 is the cloud-end cooperative service system structural representation of first embodiment of the invention.
As shown in Figure 1, the cloud-end cooperative service system of the present embodiment comprises:
Cloud Server 1, for storing all kinds of resource and providing all kinds of service.
Cloud Server 1 has abundant software and hardware resources, the resource that in wired home, user terminal is used all concentrates on Cloud Server 1 end, includes but not limited to information consultation, video display amusement, game animation, remote service, video customization, music customization, various Push Service etc.Meanwhile, the information updating of Cloud Server 1 is fast, real-time is high, can provide up-to-date data message for user.In addition, all resources can also be carried out confluence analysis and be set up index by Cloud Server 1, realize the modelling of data resource, are conducive to efficient management.
User terminal 3, comprises intelligent television, all-in-one, notebook computer, panel computer, smart mobile phone etc.
User terminal 3 is by cloud-end collaboration services platform 2 from Cloud Server 1 request resource, and the cloud resource that the characteristic of applicable user terminal 3 and user are liked is presented to user by user terminal 3 by cloud-end collaboration services platform 2.
Cloud-end collaboration services platform 2, is connected with described user terminal 3 with described Cloud Server 1 respectively, for completing the coupling of cloud resource and described user terminal 3.
Preferably, the upper end of cloud-end collaboration services platform 2 is carried out signal by wired or wireless network with Cloud Server 1 and is connected, lower end is carried out signal by wired or wireless network with user terminal 3 and is connected, and user terminal 3 could need be carried out with Cloud Server 1 by cloud-end collaboration services platform 2 alternately.Cloud-end collaboration services platform 2, independent of between Cloud Server 1 and user terminal 3, has independent functional realiey, userspersonal information is kept at cloud-end collaboration services platform 2, can ensures the safety of userspersonal information.
Cloud-end collaboration services platform 2 has stronger calculating, treatment and analysis ability, can recording user use intelligent subscriber terminal 3 time various data, utilize the method such as data mining or semantic reasoning to carry out personality analysis and data markers to user data, set up user personalized information.User personalized information comprises the characteristic information of user terminal 3 and the preference information of user.The characteristic information of user terminal 3 mainly comprises the information such as performance, memory capacity, screen size (resolution), networking state, electricity of user terminal 3.Obtain from Cloud Server 1 the cloud resource that the characteristic that is applicable to user terminal 3 and user like according to the characteristic of user terminal 3 and the hobby intelligence of user, or obtain the business experience exceeding user and expect from Cloud Server 1, recommend user.Secondly, cloud-end collaboration services platform 2 can the frequency of utilization of real-time collecting user different resource on different user terminals 3, need according to user and the properties of user preferences and user terminal 3 and network condition, realize storage as required and the intelligent selection deletion of cloud resource.Cloud-end collaboration services platform 2 can Real-Time Monitoring user terminal 3, if user operation exceeds the disposal ability of user terminal 3, as a large amount of calculating, graph rendering etc., calculation task can be migrated to Cloud Server 1 by cloud-end collaboration services platform 2, utilize the powerful computing capability of Cloud Server 1 to calculate, then result of calculation is turned back to user terminal 3.Meanwhile, cloud-end collaboration services platform 2 can provide the Real Time Control Function to user terminal 3.
Cloud-end collaboration services platform 2 is after completing user personality analysis, again according to the demand of user from Cloud Server 1 request msg resource, various data message processes through cloud-end collaboration services platform 2 again, using the information of user terminal 3 according to user, the data resource like the characteristic of applicable user terminal 3 and user or service down distributing give the user terminal 3 used.Due to the diversity of user terminal 3 and the uncertainty of user's request, under the business scenario of complexity, use business first as user or there is cloud-end collaboration services platform 2 when cannot judge user's real demand, cloud-end collaboration services platform 2 and user terminal 3, possibly through repeatedly mutual, also can ask user to confirm the accordance of demand fast with the form of paying sample.
Cloud-end collaboration services platform 2 is according to the needs of user, and from cloud resource, find the resource matched with user terminal model, when network idle, the relative users terminal 3 that is pushed to of intelligence stores, to be user-friendly to.Also the resource that the deletion of intelligence is useless simultaneously, the memory space of releasing user terminal 3.The dependence that network high-speed Large Copacity is transmitted can be reduced like this, utilize user terminal 3 calculating from strength to strength and storage capacity, ensure user's high-quality business experience anywhere or anytime.
Wherein, cloud-end collaboration services platform 2 comprises three mould modules.Fig. 2 is the internal structure schematic diagram of the cloud shown in Fig. 1-end collaboration services platform.
As shown in Figure 2, described cloud-end collaboration services platform 2 comprises cloud resource model structure module 21, user terminal model construction module 22, matching module 23; Wherein,
Described cloud resource model builds module 21 for building cloud resource model.Cloud resource model comprises cloud resource general character model and cloud resource individual character model.Structure cloud resource general character model refers to and carries out modeling to the general character attribute of cloud resource, to set up the data model of cloud resource general character attribute.The general character attribute of cloud resource refers to the total attribute of cloud resource, includes but not limited to the product time, classification type etc. of film, music, game.The classification type of cloud resource has diversity, as geographic classification, and language classification, genre classification etc.Structure cloud resource individual character model refers to and carries out modeling to the personality attributes of cloud resource, to set up the data model of cloud resource personality attributes.The personality attributes of cloud resource refers to the exclusive attribute of cloud resource, includes but not limited to the configuration etc. of the user terminal of the title of cinemusic, storage size, resolution, recommendation.By building cloud resource general character model and cloud resource individual character model, thus the cloud resource model of Criterion.Cloud resource model at least comprises cloud resource general character model and cloud resource individual character model, thus contains the general character attribute of cloud resource and the personality attributes of cloud resource in cloud resource model.
User terminal model construction module 22 is for building user terminal model.User terminal model comprises user terminal characteristic model and user preferences model.Structure user terminal characteristic model refers to and carries out modeling to the characteristic information of user terminal, to set up the data model of user terminal characteristic information.The characteristic information of user terminal includes but not limited to the information such as performance, memory capacity, screen size (resolution), networking state, electricity of user terminal.Structure user preferences model refers to and carries out modeling to user preferences attribute, to set up the data model of user preferences attribute.User preferences attribute includes but not limited to the subscriber terminal equipment, cloud resource frequency of utilization, user operation habits etc. that use the type of cloud resource, use cloud resource conventional.The type of cloud resource has diversity, as geographic classification, language classification, genre classification etc.By carrying out modeling to user terminal characteristic and user preferences, thus the user terminal model of Criterion.User terminal model is obtained by structure user terminal characteristic model and user preferences model, and thus user terminal model contains user terminal characteristic information and user preferences attribute.
Matching module 23 builds module 21 with described cloud resource model respectively and is connected with user terminal model construction module 22, for the coupling of described cloud resource model and described user terminal model.Further, matching module 23, for by comparing to the cloud resource individual character model in cloud resource model and the user terminal characteristic model in user terminal model, finds the cloud resource of the user terminal characteristic that matches with user terminal characteristic, is applicable to; And for by comparing to the cloud resource general character model in cloud resource model and the user preferences model in user terminal model, find that match with user preferences attribute, that user likes cloud resource.By above-mentioned coupling, the request of user terminal is selectively fed back, promote Consumer's Experience.
Cloud-end collaboration services platform can also according to the needs of user simultaneously, according to above-mentioned matched data, from cloud resource, find the cloud resource matched with user terminal model, when network idle, the corresponding user terminal that is pushed to of intelligence stores, to be user-friendly to.Cloud-end collaboration services platform can also according to the needs of user, the resource that intelligent deletion is useless, the memory space of releasing user terminal equipment.The dependence that network high-speed Large Copacity is transmitted can be reduced like this, utilize subscriber terminal equipment calculating from strength to strength and storage capacity, ensure user's high-quality business experience anywhere or anytime.
Cloud-end the cooperative service system of the present embodiment, carries out modeling by cloud-end collaboration services platform to user terminal characteristic information and user preferences attribute, i.e. the modeling of user terminal characteristic and user preferences modeling, thus the user terminal model of Criterion; Simultaneously by carrying out modeling to cloud resource general character attribute and cloud resource personality attributes, namely cloud resource general character is built and is touched and the modeling of cloud resource individual character, thus the cloud resource model of Criterion; Then by comparing to the cloud resource personality attributes in cloud resource model and the user terminal characteristic information in user terminal model, finding and matching with user terminal characteristic, be applicable to the cloud resource of user terminal characteristic; By comparing to the cloud resource general character model in cloud resource model and the user preferences model in user terminal model, finding and matching with user preferences attribute, the cloud resource that user likes.Cloud-end collaboration services platform according to the needs of user, can also find the cloud resource matched with user terminal model from cloud resource simultaneously, and when network idle, the corresponding user terminal that is pushed to of intelligence stores, to be user-friendly to.Cloud-end collaboration services platform can also according to the needs of user, the selection of intelligence is deleted, the memory space of releasing user terminal equipment, thus reduce the dependence that network high-speed Large Copacity is transmitted, utilize subscriber terminal equipment calculating from strength to strength and storage capacity, ensure user's high-quality business experience anywhere or anytime.Like this by carrying out Model Matching to cloud resource model and user terminal model, achieve the collaborative work of Cloud Server and user terminal, thus achieve high efficiency, the specific aim of the cloud utilization of resources, for user provides personalized service and better Consumer's Experience.Secondly, cloud-end collaboration services platform, independent of between Cloud Server and user terminal, has independent functional realiey, userspersonal information is kept at cloud-end collaboration services platform, can ensures the safety of userspersonal information.
Fig. 3 is the schematic flow sheet of the cloud-end collaboration working method of second embodiment of the invention.
As shown in Figure 3, the cloud-end collaboration working method of present embodiment comprises and the cloud resource in Cloud Server being mated with user terminal, and complete the collaborative work of Cloud Server and user terminal, said process is achieved especially by following steps:
Step S101, builds cloud resource model.
Step S102, builds user terminal model.
Step S103, mates cloud resource model with user terminal model, completes the collaborative work of Cloud Server and user terminal.
Wherein, described step S101 and described step S102 is out-of-order requirement when performing, and can first perform step S101 and perform step S102 again, also can first perform step S102 and perform step S101 again, or performs step S101 and step S102 simultaneously.
Fig. 4 is the cloud-end collaboration working method FB(flow block) of second embodiment of the invention specific embodiment.
As shown in Figure 4, the cloud-end collaboration working method of this specific embodiment, comprises the steps:
Step S201, builds cloud resource general character model.
Step S202, builds cloud resource individual character model.
Above-mentioned two steps, out-of-order requirement.
For complicated and diversified cloud resource, when carrying out analytical integration, all information of original cloud resource being analyzed, finding out all properties information relevant to cloud resource model.According to the thought of semantic network and metadata structure, the mode of label node is utilized to mark cloud resource, for cloud resource sets up attribute tags.Preferably, for cloud resource, carry out labeling according to general character attribute and personality attributes.
Structure cloud resource general character model in step S201 is the general character attribute for cloud resource.The general character attribute of cloud resource mainly refers to and the attribute that cloud resource is total connects, computer just can be retrieved automatically, searches for and integrated resource between resource according to general character attribute each other.The general character attribute of cloud resource as the product time of film, music, game, classification type etc.Cloud resource classification type has diversity, as geographic classification, and language classification, genre classification etc.Then by the time, type is classified to cloud resource.Cloud resource general character model has certain generality usually, includes generality, ambiguity, versatility etc.To the modeling of cloud resource general character, the general character attribute mainly for cloud resource carries out modeling, for the Model Matching in cloud-end collaboration services platform 2 provides foundation, realizes its mating with user terminal model.Compare with the cloud resource general character model in cloud resource model and the user preferences model in user terminal model, find and match with user preferences attribute, the resource that user likes.
Structure cloud resource individual character model in step S202 is the personality attributes for cloud resource.The personality attributes of cloud resource mainly refers to the attribute that cloud resource is exclusive, as the title of cinemusic, and the size of memory space, the height of resolution, the configuration etc. of the user terminal of recommendation.
To the modeling of cloud resource individual character, that modeling is carried out to the personality attributes of cloud resource, mainly carry out modeling for the operating characteristic of cloud resource on user terminal 3, for the Model Matching in cloud-end collaboration services platform 2 provides foundation, realize its mating with user terminal model.Compare with the characteristic information of the cloud resource personality attributes in cloud resource model and the user terminal 3 in user terminal model, find and match with the characteristic of user terminal 3, be applicable to the cloud resource of user terminal 3 characteristic.Such as, in the modeling of cloud resource individual character, according to the information of cloud resource, find out all information relevant to cloud resource personality attributes, (be used for determining whether user terminal 3 has enough memory spaces cloudlike the size of resource, if do not have enough memory spaces, display reminding information, as prompting user uses other user terminal 3); The need of networking (if need to network, Sampling network type, the traffic conditions prompting user use according to resource); Type (this kind of resource is adapted at mobile phone being seen or is adapted at panel computer to be seen or is adapted at PC sees) of the user terminal 3 of recommendation etc., these attributes according to cloud resource mate with the characteristic information of user terminal 3 in user terminal model, realize the collaborative work of Cloud Server 1 and user terminal 3.
By carrying out modeling to the general character attribute of cloud resource and the personality attributes of cloud resource, i.e. the modeling of cloud resource general character and the modeling of cloud resource individual character, thus the cloud resource model of Criterion.Cloud resource model is obtained by the general character modeling of cloud resource and the modeling of cloud resource individual character, thus comprises the general character attribute of cloud resource and the personality attributes of cloud resource in cloud resource model, is namely built into cloud resource general character model and cloud resource individual character model accordingly.
Step S203, builds user preferences model.
Step S204, builds user terminal characteristic model.
Above-mentioned two steps, out-of-order requirement.Meanwhile, two steps here, with step S201 and step 202 also out-of-order requirement, four steps can carry out arbitrary order arrangement in the process performed.
Because the user terminal 3 in wired home has diversity, the performance of user terminal 3 differs, so the structure of user terminal model mainly carries out in cloud-end collaboration services platform 2 simultaneously.User terminal 3 needs to be carried out alternately with Cloud Server 1 by cloud-end collaboration services platform 2, so the information of user terminal 3 can be monitored and collect to cloud-end collaboration services platform 2 in real time, for carrying out mating providing support with cloud resource model.User terminal model is mainly divided into two parts: one is collect and modeling the characterisitic parameter of user terminal 3, the structure user terminal characteristic model namely in step S204; Two is the hobby and the record that use user terminal 3 according to user, carries out modeling, the structure user preferences model namely in step S203 to the personalization hobby of user.
Cloud-end collaboration services platform 2 is present between Cloud Server 1 and user terminal 3, user terminal 3 all will through cloud-end collaboration services platform 2 with the mutual of Cloud Server 1, therefore cloud-end collaboration services platform 2 can the characteristic information of real-time collecting access network and the mutual user terminal 3 of Cloud Server 1, as the performance of user terminal 3, memory capacity, screen size (resolution), information about power etc., can also obtain as information such as networking state simultaneously.After these information are integrated, the data model of user terminal 3 characteristic information can be set up, thus the modeling of completing user termination property.By mating with the characteristic information of user terminal 3 in user terminal model the cloud resource personality attributes in cloud resource model, the cloud resource of applicable user terminal 3 characteristic can be obtained.
User is when using user terminal 3, consciously or unconsciously the individualized feature of oneself is retained on user terminal 3, have a mind to as the communication information in mobile phone, notes information etc., unintentionally as various line, browsing information, Download Info, application use record, system log etc.User terminal 3 precipitates personal characteristics and hobby, consumption habit or even the values of user.Cloud-end collaboration services platform 2 utilizes data mining technology, the data message relevant to user preferences attribute can be obtained, analytical integration is carried out to these information, can to the data model of the user preferences attribute Criterion in user terminal model, and then the modeling of completing user hobby.The type of the cloud resource that user often uses mainly is included, the user terminal 3 that user uses cloud resource conventional, the frequency of utilization of user's different resource on different user terminals 3, the operating habit etc. of user in the attribute of user preferences.The type of cloud resource has diversity, as geographic classification, language classification, genre classification etc.By mating with the user preferences model in user terminal model 25 the cloud resource general character model in cloud resource model, thus the cloud resource that acquisition user likes.
On the other hand, after carrying out Model Matching to cloud resource model and user terminal model, cloud-end collaboration services platform 2 according to match condition, can carry out associated treatment distribution to cloud resource.Such as the resources of movie & TV, after determining user's request, can according to the size of resource, the aspects such as resolution are mated with the characteristic of active user's terminal 3, as enough in user terminal 3 memory space, then be directly downloaded to user terminal 3 to watch, Caton phenomenon when watching can be prevented like this, if user terminal 3 insufficient memory, point out user to watch online or use other user terminal 3.If user terminal 3 resolution is lower, as the film of 720p or 1080p cannot be watched, also user can be pointed out.For data text resource, as e-book, document etc., then after choosing suitable resource from cloud resource, can according to consumer taste, the difference seen e-book with mobile phone as liked or like seeing with panel computer document etc., then determine memory location according to the size of resource.As e-book is pushed directly to mobile phone storage, document data is pushed directly to panel computer and stores, and what needs were revised in a large number or operated is pushed directly on notebook computer or desktop computer.Realize storing as required according to the match condition of cloud resource model and user terminal model is intelligentized, to be user-friendly to.Simultaneously also can the useless resource of the deletion of intelligence, the memory space of releasing user terminal 3.Certainly, in associated treatment process, also have other to need the factor considered, as whether sufficient in the stability of the networking mode (3G or WIFI) of user terminal 3, network, electricity, whether switch on power etc.As far as possible the design principle of cloud-end collaboration services platform 2 reduces the dependence transmitted network high-speed Large Copacity, utilizes user terminal 3 calculating from strength to strength and storage capacity, ensure user's high-quality business experience anywhere or anytime.Some work of comparing consumption of network resources such as data syn-chronization, picture backup, video download etc. can be carried out when network idle.
Step S205, has terminal to like model with constructed user on constructed cloud resource general character model and mates, and is mated by constructed folding cloud resource individual character model with constructed user terminal characteristic model.
Model Matching is based on standardized user terminal model and cloud resource model.The factor considered in Model Matching comprises characteristic information and user terminal characteristics model, user preferences model, cloud resource general character model and the cloud resource individual character model of user terminal 3.
The Main Function of Model Matching is: by comparing to the characteristic information of the user terminal 3 in the cloud resource personality attributes in cloud resource model and cloud resource individual character model and user terminal model and user terminal characteristics model, find and match with the characteristic of user terminal 3, be applicable to the cloud resource of user terminal 3 characteristic; By comparing to the cloud resource general character model in cloud resource model and the user preferences model in user terminal model, finding and matching with user preferences model, the resource that user likes.
Cloud described in the present embodiment-end collaboration working method, can also comprise:
Step S206, cloud-end collaboration services platform is to user terminal Push Service.
Cloud-end collaboration services platform 2 can according to the needs of user, and from cloud resource, find the resource matched with user terminal model, when network idle, the relative users terminal 3 that is pushed to of intelligence stores, to be user-friendly to.Also can the useless resource of deletion of intelligence, the memory space of releasing user terminal 3.The dependence that network high-speed Large Copacity is transmitted can be reduced like this, utilize user terminal 3 calculating from strength to strength and storage capacity, ensure user's high-quality business experience anywhere or anytime.
Step S207, the information of self is kept at high in the clouds collaboration services platform by user terminal.
Cloud-end collaboration services platform 2 is independently present between Cloud Server 1 and user terminal 3, has independent functional realiey, and userspersonal information can be kept at cloud-end collaboration services platform 2 by user terminal, can ensure the safety of userspersonal information.
Cloud-end the collaboration working method of the present embodiment, carries out modeling by cloud-end collaboration services platform to user terminal characteristic information and user preferences attribute, i.e. the modeling of user terminal characteristic and user preferences modeling, thus the user terminal model of Criterion; Simultaneously by carrying out modeling to cloud resource general character attribute and cloud resource personality attributes, namely cloud resource general character is built and is touched and the modeling of cloud resource individual character, thus the cloud resource model of Criterion; Then by comparing to the cloud resource personality attributes in cloud resource model and the user terminal characteristic information in user terminal model, finding and matching with user terminal characteristic, be applicable to the cloud resource of user terminal characteristic; By comparing to the cloud resource general character model in cloud resource model and the user preferences model in user terminal model, finding and matching with user preferences attribute, the cloud resource that user likes.Cloud-end collaboration services platform according to the needs of user, can also find the cloud resource matched with user terminal model from cloud resource simultaneously, and when network idle, the corresponding user terminal that is pushed to of intelligence stores, to be user-friendly to.Cloud-end collaboration services platform can also according to the needs of user, the selection of intelligence is deleted, the memory space of releasing user terminal equipment, thus reduce the dependence that network high-speed Large Copacity is transmitted, utilize subscriber terminal equipment calculating from strength to strength and storage capacity, ensure user's high-quality business experience anywhere or anytime.Like this by carrying out Model Matching to cloud resource model and user terminal model, achieve the collaborative work of Cloud Server and user terminal, thus achieve high efficiency, the specific aim of the cloud utilization of resources, for user provides personalized service and better Consumer's Experience.Secondly, cloud-end collaboration services platform, independent of between Cloud Server and user terminal, has independent functional realiey, userspersonal information is kept at cloud-end collaboration services platform, can ensures the safety of userspersonal information.
Comprehensive first embodiment and the second embodiment, can find out, the cloud resource model of the embodiment of the present invention builds module and user terminal model construction module is connected each other by matching module, and non-immediate merges, add the difficulty of hacker attacks Cloud Server, thus ensure that the fail safe of user profile, and different for the characteristic of various intelligent subscriber terminal equipment, can need and user preferences according to user, for user provides personalized service and better Consumer's Experience.Meanwhile, the present invention not only take into account the individual character (user preferences model) of different user, contemplates the general character (user terminal characteristic model) of same type user group, can with higher efficiency for user provides better service; And the present invention is different from 2 frameworks, is by Cloud Server, user terminal and cloud-end collaboration services platform part composition.In addition, the present invention does not need uniform client, can the environment for use of Initial adaption different clients, has universality.
As seen through the above description of the embodiments, those skilled in the art can be well understood to the mode that the present invention can add required general hardware platform by software and realizes.Based on such understanding, technical scheme of the present invention can embody with the form of software product the part that prior art contributes in essence in other words, this computer software product can be stored in storage medium, as ROM/RAM, magnetic disc, CD etc., comprising some instructions in order to make a computer equipment (can be personal computer, server, or the network equipment etc.) perform the method described in some part of each embodiment of the present invention or embodiment.
Each embodiment in this specification all adopts the mode of going forward one by one to describe, between each embodiment identical similar part mutually see, what each embodiment stressed is the difference with other embodiments.Especially, for device or system embodiment, because it is substantially similar to embodiment of the method, so describe fairly simple, relevant part illustrates see the part of embodiment of the method.Apparatus and system embodiment described above is only schematic, the wherein said unit illustrated as separating component or can may not be and physically separates, parts as unit display can be or may not be physical location, namely can be positioned at a place, or also can be distributed in multiple network element.Some or all of module wherein can be selected according to the actual needs to realize the object of the present embodiment scheme.Those of ordinary skill in the art, when not paying creative work, are namely appreciated that and implement.
The above; be only the present invention's preferably embodiment, but protection scope of the present invention is not limited thereto, is anyly familiar with those skilled in the art in the technical scope that the present invention discloses; the change that can expect easily or replacement, all should be encompassed within protection scope of the present invention.Therefore, protection scope of the present invention should be as the criterion with the protection range of claim.

Claims (10)

1. cloud-end cooperative service system, described cloud-end cooperative service system comprises Cloud Server and user terminal, it is characterized in that, described system also comprises: cloud-end collaboration services platform;
Described cloud-end collaboration services platform is connected with described user terminal with described Cloud Server respectively, for completing the coupling of Cloud Server resource and described user terminal.
2. cloud according to claim 1-end cooperative service system, is characterized in that, described cloud-end collaboration services platform is also for preserving the information of described user terminal.
3. cloud according to claim 1 and 2-end cooperative service system, is characterized in that, described cloud-end collaboration services platform comprises cloud resource model and builds module, user terminal model construction module, matching module; Wherein,
Described cloud resource model builds module for building cloud resource model;
Described user terminal model construction module is for building user terminal model;
Described matching module builds module with described cloud resource model respectively and is connected with described user terminal module, for the coupling of described cloud resource model and described user terminal model.
4. cloud according to claim 3-end cooperative service system, is characterized in that,
Described cloud resource model comprises: cloud resource general character model and cloud resource individual character model;
Described user terminal model comprises: user terminal characteristic model and user preferences model.
5. cloud according to claim 4-end cooperative service system, it is characterized in that, described matching module is further used for, and is mated by described cloud resource general character model with described user preferences model, is mated by described cloud resource individual character model with described user terminal characteristic model.
6. cloud-end collaboration working method, is characterized in that, described method comprises:
Cloud resource in Cloud Server is mated with user terminal, completes the collaborative work of Cloud Server and user terminal.
7. cloud according to claim 6-end collaboration working method, is characterized in that, describedly Cloud Server resource in Cloud Server is mated with user terminal, is realized by cloud-end collaboration services platform; Described high in the clouds collaboration services platform preserves the information of described user terminal.
8. the cloud according to claim 6 or 7-end collaboration working method, is characterized in that, describedly Cloud Server resource in Cloud Server is mated with user terminal, comprises further:
Build cloud resource model;
Build user terminal model;
Described cloud resource model and described user terminal model are mated.
9. cloud according to claim 8-end collaboration working method, is characterized in that,
Described cloud resource model comprises: cloud resource general character model and cloud resource individual character model;
Described user terminal model comprises: user terminal characteristic model and user preferences model.
10. cloud according to claim 9-end collaboration working method, it is characterized in that, described described cloud resource model and described user terminal model to be mated, comprise further: described cloud resource general character model is mated with described user preferences model, described cloud resource individual character model is mated with described user terminal characteristic model.
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