CN109474681A - Resource allocation methods, system and the server system of mobile edge calculations server - Google Patents

Resource allocation methods, system and the server system of mobile edge calculations server Download PDF

Info

Publication number
CN109474681A
CN109474681A CN201811305095.2A CN201811305095A CN109474681A CN 109474681 A CN109474681 A CN 109474681A CN 201811305095 A CN201811305095 A CN 201811305095A CN 109474681 A CN109474681 A CN 109474681A
Authority
CN
China
Prior art keywords
server
edge calculations
user
mobile edge
core
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Pending
Application number
CN201811305095.2A
Other languages
Chinese (zh)
Inventor
王翊
王忍
蒋芳
杨怡冉
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Anhui University
Original Assignee
Anhui University
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Anhui University filed Critical Anhui University
Priority to CN201811305095.2A priority Critical patent/CN109474681A/en
Publication of CN109474681A publication Critical patent/CN109474681A/en
Pending legal-status Critical Current

Links

Classifications

    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W28/00Network traffic management; Network resource management
    • H04W28/02Traffic management, e.g. flow control or congestion control
    • H04W28/0289Congestion control
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L67/00Network arrangements or protocols for supporting network services or applications
    • H04L67/50Network services
    • H04L67/56Provisioning of proxy services
    • H04L67/568Storing data temporarily at an intermediate stage, e.g. caching
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L67/00Network arrangements or protocols for supporting network services or applications
    • H04L67/50Network services
    • H04L67/60Scheduling or organising the servicing of application requests, e.g. requests for application data transmissions using the analysis and optimisation of the required network resources
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W28/00Network traffic management; Network resource management
    • H04W28/02Traffic management, e.g. flow control or congestion control
    • H04W28/10Flow control between communication endpoints
    • H04W28/14Flow control between communication endpoints using intermediate storage
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W28/00Network traffic management; Network resource management
    • H04W28/16Central resource management; Negotiation of resources or communication parameters, e.g. negotiating bandwidth or QoS [Quality of Service]

Abstract

The present invention discloses resource allocation methods, system and the server system of a kind of mobile edge calculations server, the resource allocation methods of the mobile edge calculations server include: to judge whether home base stations server meets the calculating task demand and caching mission requirements of user according to the calculating task demand and caching mission requirements of user, if it is satisfied, then the home base stations server provides service for user;Otherwise, then the home base stations server is requested to the mobile edge calculations server sending resource transfer of the core;Judge whether the mobile edge calculations server of the core meets the calculating task demand and caching mission requirements of user, if it is satisfied, then the mobile edge calculations server of the core provides service for user;Otherwise, service is provided for user using the cloud server.Core mobile edge calculations server of the present invention in cooperation section possesses best resource, can maximum probability meet user demand, so as to shorten propagation delay time.

Description

Resource allocation methods, system and the server system of mobile edge calculations server
Technical field
The present invention relates to the resource allocation techniques fields of mobile edge calculations server, more particularly to a kind of mobile edge Resource allocation methods, system and the server system of calculation server.
Background technique
When the request of processing user of the prior art in resource allocation process, once home base stations server is not able to satisfy When user requests, the content of user's request will be obtained by core net, time delay is larger.And resource allocation mistake in the prior art The calculation amount of journey is huge, and calculation is complicated, energy consumption may be brought to utilize because computationally intensive when network environment is complex Bad problem, and when network busy, the searching of ancillary equipment is relatively difficult, and local device cannot be helped to realize that collaboration is logical Letter, the service quality of user are necessarily affected, therefore there is an urgent need to provide the resource of a kind of mobile edge calculations server point Method of completing the square, system and server system.
Summary of the invention
In view of the foregoing deficiencies of prior art, the purpose of the present invention is to provide a kind of mobile edge calculations servers Resource allocation methods, system and server system, for solve time delay is larger in the prior art, calculation is complicated, user Service quality be easy the problem of being affected.
In order to achieve the above objects and other related objects, the present invention provides a kind of resource point of mobile edge calculations server Method of completing the square, the resource allocation methods include:
Delimit cooperation section, the mobile edge calculations server of setting core;
Judge whether home base stations server meets user's according to the calculating task demand of user and caching mission requirements Calculating task demand and caching mission requirements, if it is satisfied, then the home base stations server provides service for user;Otherwise, Then the home base stations server issues resource transfer request to the mobile edge calculations server of the core;
Judge whether the mobile edge calculations server of the core meets the calculating task demand and caching task need of user It asks, if it is satisfied, then the mobile edge calculations server of the core provides service for user;Otherwise, the mobile edge of the core Calculation server issues resource transfer request to cloud server;
Service is provided using the cloud server for user.
In one embodiment of this invention, the step of setting core movement edge calculations server includes:
It will be arranged with the center in the section that cooperates apart from nearest home base stations server in the cooperation section For the mobile edge calculations server of core.
In one embodiment of this invention, it is according to described ground that the home base stations server, which provides service for user, The service quality power of site server provides service for user.
In one embodiment of this invention, the calculating task demand of the user is tcki
The caching mission requirements are tpki:
Wherein, D indicates the remaining cache resource of the mobile edge calculations server of core, and F indicates the mobile edge calculations of core The remaining computing resource of server, tdkiIt indicates to call caching bid, tzkiIt indicating to call and calculates bid, k indicates k-th of user, I indicates that i-th of server, M indicate the set of mobile edge calculations server.
In one embodiment of this invention, described to judge whether the mobile edge calculations server of the core meets user's Calculating task demand and caching mission requirements the step of include:
Wherein, judge whether the mobile edge calculations server of the core meets the formula of the calculating task demand of user Are as follows:
Judge whether the mobile edge calculations server of the core meets the formula of the caching mission requirements of user are as follows:
Wherein,Indicate whether user k needs from the mobile edge calculations server calls cache resources of core,It indicates Whether user k needs from the mobile edge calculations server calls computing resource of core;
If metAndThe then mobile edge meter of the core It calculates server and provides service for user.
To achieve the above object, described the present invention also provides a kind of resource allocation system of mobile edge calculations server Resource allocation system includes:
Core moves edge calculations server setting unit, for delimiting cooperation section, the mobile edge calculations of setting core Server;
First calculating task demand and caching mission requirements judging unit, for gentle according to the calculating task demand of user It deposits mission requirements and judges whether home base stations server meets the calculating task demand and caching mission requirements of user, if full Foot, then the home base stations server provides service for user;Otherwise, then the home base stations server is mobile to the core Edge calculations server issues resource transfer request;
Second calculating task demand and caching mission requirements judging unit, for judging the mobile edge calculations clothes of the core Whether business device meets the calculating task demand and caching mission requirements of user, if it is satisfied, then the core moves edge calculations Server provides service for user;Otherwise, the mobile edge calculations server of the core issues resource transfer to cloud server Request;
Service unit, for providing service using the cloud server for user.
To achieve the above object, the present invention also provides a kind of mobile edge calculations server system, the mobile edge meters Calculating server system includes:
Home base stations meet the calculating task demand of user and the feelings of caching mission requirements in the home base stations server Under condition, then the home base stations server provides service for user;Otherwise, the home base stations server moves edge to core Calculation server issues resource transfer request;
Core move edge calculations server, the home base stations server be unsatisfactory for user calculating task demand and In the case where caching mission requirements, and it is gentle in the calculating task demand that the mobile edge calculations server of the core meets user In the case where depositing mission requirements, then the mobile edge calculations server of the core provides service for user;Otherwise, the core is moved Dynamic edge calculations server issues resource transfer request to cloud server;
Cloud server is unsatisfactory for the calculating task demand and caching of user in the mobile edge calculations server of the core In the case where mission requirements, service is provided for user using the cloud server.
In one embodiment of this invention, will cooperation section in the center in the section that cooperates apart from nearest sheet Ground base station server is set as the mobile edge calculations server of core.
In one embodiment of this invention, the home base stations server and the mobile edge calculations server of the core are equal It is set to inside the cooperation section, the cloud server is set to outside the cooperation section.
The present invention also provides a kind of computer readable storage medium, the computer-readable recording medium storage has calculating Machine instruction, the resource allocation methods that the computer instruction is used to that the computer to be made to execute above-mentioned server.
As described above, resource allocation methods, system and the server system of a kind of mobile edge calculations server of the invention System, has the advantages that
The resource allocation methods of mobile edge calculations server of the invention include that the mobile edge calculations of core are arranged first Server;Judge whether home base stations server meets the meter of user according to the calculating task demand of user and caching mission requirements Mission requirements and caching mission requirements are calculated, if it is satisfied, then the home base stations server provides service for user;Otherwise, then The home base stations server issues resource transfer request to the mobile edge calculations server of the core;Judge that the core is moved Whether dynamic edge calculations server meets the calculating task demand and caching mission requirements of user, if it is satisfied, then the core Mobile edge calculations server provides service for user;Otherwise, the core moves edge calculations server to cloud server Issue resource transfer request;Service is provided using the cloud server for user.Core of the present invention in cooperation section is moved Dynamic edge calculations server possesses best resource, can maximum probability meet user demand, so as to shorten propagation delay time, Er Qieben Invention still can request resource in any server in cooperation section in network congestion, and calculation is simple, user Service quality is not readily susceptible to influence.
The present invention is simple and efficient, and is had stronger versatility and practicability, is had wide range of applications.
Detailed description of the invention
Fig. 1 is a kind of process signal of resource allocation methods of mobile edge calculations server provided by the embodiments of the present application Figure;
Fig. 2 is a kind of structural representation of the resource allocation system of mobile edge calculations server provided by the embodiments of the present application Figure;
Fig. 3 is a kind of illustraton of model of mobile edge calculations server system provided by the embodiments of the present application;
Fig. 4 is the resource allocation methods provided by the embodiments of the present application using this movement edge calculations server and existing skill The propagation delay time of resource allocation methods in art changes comparison diagram with number of users;
Fig. 5 is the resource allocation methods provided by the embodiments of the present application using this movement edge calculations server and existing skill The propagation delay time of resource allocation methods in art changes comparison diagram with number of base stations.
Component label instructions
A kind of 1 resource allocation system of mobile edge calculations server
10 cores move edge calculations server setting unit
20 first calculating task demands and caching mission requirements judging unit
30 second calculating task demands and caching mission requirements judging unit
40 service units
50 cores move edge calculations server
60 home base stations servers
70 user terminals
80 cooperation sections
90 cloud servers
S1~S6 step
Specific embodiment
Illustrate embodiments of the present invention below by way of specific specific example, those skilled in the art can be by this specification Other advantages and efficacy of the present invention can be easily understood for disclosed content.The present invention can also pass through in addition different specific realities The mode of applying is embodied or practiced, the various details in this specification can also based on different viewpoints and application, without departing from Various modifications or alterations are carried out under spirit of the invention.It should be noted that in the absence of conflict, following embodiment and implementation Feature in example can be combined with each other.
It should be noted that illustrating the basic structure that only the invention is illustrated in a schematic way provided in following embodiment Think, only shown in schema then with related component in the present invention rather than component count, shape and size when according to actual implementation Draw, when actual implementation kenel, quantity and the ratio of each component can arbitrarily change for one kind, and its assembly layout kenel It is likely more complexity.
Specifically, referring to Fig. 1, Fig. 1 is a kind of stream of the resource allocation methods of server provided by the embodiments of the present application Journey schematic diagram, the present embodiment provides a kind of resource allocation methods of server, the resource allocation methods include:
S1, cooperation section 80, the mobile edge calculations server 50 of setting core delimited.
S2, judge whether home base stations server 60 meets use according to the calculating task demand and caching mission requirements of user The calculating task demand and caching mission requirements at family, if the calculating task demand that home base stations server 60 meets user is gentle Mission requirements are deposited, then the home base stations server 60 provides service for user, if home base stations server 60 is unsatisfactory for using The calculating task demand and caching mission requirements at family, then carry out step S3 operation.
S3, the home base stations server 60 issue resource transfer to the mobile edge calculations server 50 of the core and ask It asks.
S4, judge whether the mobile edge calculations server 50 of the core meets the calculating task demand of user and caching is appointed Business demand, if the mobile edge calculations server 50 of core meets the calculating task demand and caching mission requirements of user, institute It states the mobile edge calculations server 50 of core and provides service for user;Otherwise, then step S5 operation is carried out.
The mobile edge calculations server 50 of S5, the core issues resource transfer request to cloud server 90.
S6, service is provided for user using the cloud server 90.
The mobile edge calculations server 50 of the core is core MEC (Mobile Edge Computing) server.
Specifically, user terminal 70 needs first to propose that calculating task demand and caching task need before carrying out step S2 It asks.
Specifically, the setting core in step S1 includes: by the association the step of moving edge calculations server 50 Make to be set as core movement apart from nearest home base stations server 60 with the center in the section 80 that cooperates in section 80 Edge calculations server 50.
It is according to the home base stations server that the home base stations server 60 in step S2, which provides service for user, 60 service quality power provides service for user.
Specifically, the calculating task demand of the user is tcki
The caching mission requirements are tpki:
Wherein, D indicates the remaining cache resource of the mobile edge calculations server 50 of core, and F indicates the mobile edge meter of core Calculate the remaining computing resource of server 50, tdkiIt indicates to call caching bid, tzkiIt indicates to call and calculates bid, k is indicated k-th User, i indicate that i-th of server, M indicate the working region of the mobile edge calculations server 50 of core.
Specifically, the meter for judging the mobile edge calculations server 50 of the core and whether meeting user in step S4 It calculates mission requirements and includes: the step of caching mission requirements
Wherein, judge whether the mobile edge calculations server 50 of the core meets the formula of the calculating task demand of user Are as follows:
Judge whether the mobile edge calculations server 50 of the core meets the formula of the caching mission requirements of user are as follows:
Wherein,Indicate whether user k needs to call cache resources from the mobile edge calculations server 50 of core,Table Show whether user k needs to call computing resource from the mobile edge calculations server 50 of core;
If metAndThe then mobile edge meter of the core It calculates server 50 and provides service for user.
Specifically, the mobile edge calculations server 50 of core provides the meter that may be needed for them for service requester Resource and cache resources are calculated, in the present inventionIt is expressed as decision variable, indicates whether user k needs from the mobile edge of core Calculation server 50 calls cache resources, decision variableIndicate whether user k needs from the mobile edge calculations server of core 50 call computing resource.
Total calling demand is trki(tcki,tpki)。
It calls resource to be also required to corresponding user's bid, but is not user's extraneous expense.Wherein, tbkiTo call money Source bid, tdkiCall caching bid, tzkiIt calls and calculates bid, therefore tbki(tdki,tzki)。
Calling resource bid is total resource bid a part, i.e., total resource bid a portion supply and demand first is in this The resource that ground base station server 60 can be provided, calling resource bid is remaining in order to from the mobile edge calculations server 50 of core The payment of the resource of calling.
Transmission delay is introduced as optimization aim, which is as caused by scheduling of resource.
When home base stations server 60 is not able to satisfy the requirement of service requester, from the mobile edge calculations server of core 50 call resource, and home base stations server 60 will send request signal, response time to the mobile edge calculations server 50 of core For tack, response time tackIncluding the time requested and replied.
Assuming that each home base stations server 60 buffer memory capacity having the same and computing capability, call resource to be divided into caching Call tckiTp is called with calculatingki, cache resources transmission rate is Sc, ScDepending on the distance between two servers, processing money Source processing speed is Sp, SpCaching depending on the performance of server itself, for resource needed for being connected to the user k of server i Handle the timeAnd calculating treatmenting timeAnd transmission timeFormula be respectively formula (1), formula (2), formula (3) shown in.
Wherein Gp indicates the data volume that computing resource result is finally transmitted, vloadIndicate load transmission rate, it is entire to cooperate The formula of 80 bulk delay of section is formula (4);
The present invention also provides a kind of resource allocation systems 1 of server, referring to Fig. 2, Fig. 2 mentions for the embodiment of the present application A kind of structural schematic diagram of the resource allocation system of the server supplied, the resource allocation system 1 include:
Core moves 50 setting unit 10 of edge calculations server, for delimiting cooperation section 80, the mobile side of setting core Edge calculation server 50;
First calculating task demand and caching mission requirements judging unit 20, for according to the calculating task demand of user and Caching mission requirements judge whether home base stations server 60 meets the calculating task demand and caching mission requirements of user, if Meet, then the home base stations server 60 provides service for user;Otherwise, then the home base stations server 60 to the core The mobile edge calculations server 50 of the heart issues resource transfer request;
Second calculating task demand and caching mission requirements judging unit 30, for judging the mobile edge calculations of the core Whether server 50 meets the calculating task demand and caching mission requirements of user, if it is satisfied, then the core moves edge Calculation server 50 provides service for user;Otherwise, the mobile edge calculations server 50 of the core is sent out to cloud server 90 Resource call request out;
Service unit 40, for providing service using the cloud server 90 for user.
The present invention also provides a kind of mobile edge calculations server systems, referring to Fig. 3, Fig. 3 is the embodiment of the present application A kind of illustraton of model of the server system provided, the server system include:
Home base stations server 60 meets the calculating task demand of user in the home base stations server 60 and caching is appointed In the case where business demand, then the home base stations server 60 provides service for user;Otherwise, the home base stations server 60 Resource transfer request is issued to the mobile edge calculations server 50 of core;
Core moves edge calculations server 50, needs in the calculating task that the home base stations server 60 is unsatisfactory for user In the case where summation caching mission requirements, and meet the calculating task need of user in the mobile edge calculations server 50 of the core In the case where summation caching mission requirements, then the mobile edge calculations server 50 of the core provides service for user;Otherwise, institute It states the mobile edge calculations server 50 of core and issues resource transfer request to cloud server 90;
Cloud server 90, the mobile edge calculations server 50 of the core be unsatisfactory for user calculating task demand and In the case where caching mission requirements, service is provided for user using the cloud server 90.
Specifically, with the center in the section 80 that cooperates apart from nearest home base stations service in the section 80 that will cooperate Device 60 is set as the mobile edge calculations server 50 of core.
The home base stations server 60 and the mobile edge calculations server 50 of the core are all set in the coordinated regions Between inside 80, the cloud server 90 is set to outside the cooperation section 80.
The present invention also provides a kind of computer readable storage medium, the computer-readable recording medium storage has calculating Machine instruction, the resource allocation methods that the computer instruction is used to that the computer to be made to execute above-mentioned server.
Fig. 4 and Fig. 5 are please referred to, Fig. 4 is for the resource allocation methods provided by the embodiments of the present application using book server and now There is the propagation delay time of the resource allocation methods in technology to change comparison diagram with number of users.Fig. 5 is provided by the embodiments of the present application Propagation delay time using the resource allocation methods and resource allocation methods in the prior art of book server changes with number of base stations Comparison diagram.
Fig. 4 shows that the transmission delay of two methods will increase with the increase of number of users, but provided by the invention one The resource allocation methods of kind server have smaller transmission delay, and number of users is differed from 10 to 50, home base stations server 60 quantity are 10.The increase of user will lead to increase in demand of the entire collaboration space to resource, therefore transmission delay will increase, by The mobile edge calculations server 50 of core in the present invention can be improved the allocative efficiency of popular resource, and in the prior art Resource allocation methods compare, the present invention have smaller delay.
Fig. 5 shows, with the increase of 60 quantity of home base stations server, there is 40 users when number of users is fixed, 60 quantity of home base stations server increases to 11 from five, due to each home base stations server 60 can cover it is limited Range, as the quantity of home base stations server 60 increases, the quantity of accessing user increases.Therefore, entirely in cooperation section 80 Total resources needed for user will increase, and transmission delay will also increase.
In conclusion the mobile edge calculations server 50 of core of the present invention in cooperation section 80 possesses best money Source, can maximum probability meet user demand, so as to shorten propagation delay time, and the present invention still can assisted in network congestion Make any server request resource in section 80, calculation is simple, user service quality is not readily susceptible to influence.
The above-described embodiments merely illustrate the principles and effects of the present invention, and is not intended to limit the present invention.It is any ripe The personage for knowing this technology all without departing from the spirit and scope of the present invention, carries out modifications and changes to above-described embodiment.Cause This, institute is complete without departing from the spirit and technical ideas disclosed in the present invention by those of ordinary skill in the art such as At all equivalent modifications or change, should be covered by the claims of the present invention.

Claims (10)

1. a kind of resource allocation methods of mobile edge calculations server, which is characterized in that the resource allocation methods include:
Delimit cooperation section, the mobile edge calculations server of setting core;
Judge whether home base stations server meets the calculating of user according to the calculating task demand of user and caching mission requirements Mission requirements and caching mission requirements, if it is satisfied, then the home base stations server provides service for user;Otherwise, then institute It states home base stations server and issues resource transfer request to the mobile edge calculations server of the core;
Judge whether the mobile edge calculations server of the core meets the calculating task demand and caching mission requirements of user, such as Fruit meets, then the mobile edge calculations server of the core provides service for user;Otherwise, the mobile edge calculations clothes of the core Business device issues resource transfer request to cloud server;
Service is provided using the cloud server for user.
2. a kind of resource allocation methods of mobile edge calculations server according to claim 1, which is characterized in that described The step of core moves edge calculations server, which is arranged, includes:
Core will be set as apart from nearest home base stations server with the center in the section that cooperates in the cooperation section The heart moves edge calculations server.
3. a kind of resource allocation methods of mobile edge calculations server according to claim 2, it is characterised in that: described It is to be provided according to the service quality power of the home base stations server for user that home base stations server, which provides service for user, Service.
4. a kind of resource allocation methods of mobile edge calculations server according to claim 3, it is characterised in that:
The calculating task demand of the user is tcki
The caching mission requirements are tpki:
Wherein, D indicates the remaining cache resource of the mobile edge calculations server of core, and F indicates the mobile edge calculations service of core The remaining computing resource of device, tdkiIt indicates to call caching bid, tzkiIt indicates to call and calculates bid, k indicates k-th of user, i table Show that i-th of server, M indicate the set of mobile edge calculations server.
5. a kind of resource allocation methods of mobile edge calculations server according to claim 4, which is characterized in that described The step of whether mobile edge calculations server of the core meets the calculating task demand and caching mission requirements of user judged Include:
Wherein, judge whether the mobile edge calculations server of the core meets the formula of the calculating task demand of user are as follows:
Judge whether the mobile edge calculations server of the core meets the formula of the caching mission requirements of user are as follows:
Wherein,Indicate whether user k needs from the mobile edge calculations server calls cache resources of core,Indicate user k Whether need from the mobile edge calculations server calls computing resource of core;
If metAndThe then mobile edge calculations clothes of the core Business device provides service for user.
6. a kind of resource allocation system of mobile edge calculations server, which is characterized in that the resource allocation system includes:
Core moves edge calculations server setting unit, for delimiting cooperation section, the mobile edge calculations service of setting core Device;
First calculating task demand and caching mission requirements judging unit, for being appointed according to the calculating task demand and caching of user Whether business demand estimation home base stations server meets the calculating task demand and caching mission requirements of user, if it is satisfied, then The home base stations server provides service for user;Otherwise, then the home base stations server to the mobile edge of the core Calculation server issues resource transfer request;
Second calculating task demand and caching mission requirements judging unit, for judging the mobile edge calculations server of the core The calculating task demand and caching mission requirements for whether meeting user, if it is satisfied, then the core moves edge calculations service Device provides service for user;Otherwise, the mobile edge calculations server of the core issues resource transfer request to cloud server;
Service unit, for providing service using the cloud server for user.
7. a kind of mobile edge calculations server system, which is characterized in that the mobile edge calculations server system includes:
Home base stations, the case where the home base stations server meets the calculating task demand and caching mission requirements of user Under, then the home base stations server provides service for user;Otherwise, the home base stations server moves edge meter to core It calculates server and issues resource transfer request;
Core moves edge calculations server, is unsatisfactory for the calculating task demand and caching of user in the home base stations server In the case where mission requirements, and meet the calculating task demand and caching times of user in the mobile edge calculations server of the core In the case where business demand, then the mobile edge calculations server of the core provides service for user;Otherwise, the mobile side of the core Edge calculation server issues resource transfer request to cloud server;
Cloud server is unsatisfactory for the calculating task demand and caching task of user in the mobile edge calculations server of the core In the case where demand, service is provided for user using the cloud server.
8. a kind of mobile edge calculations server system according to claim 7, it is characterised in that: will cooperation section in The center in the cooperation section is set as the mobile edge calculations server of core apart from nearest home base stations server.
9. a kind of mobile edge calculations server system according to claim 7 or 8, it is characterised in that: described ground Site server and the mobile edge calculations server of the core are all set in inside the cooperation section, and the cloud server is set It is placed in outside the cooperation section.
10. a kind of computer readable storage medium, it is characterised in that: the computer-readable recording medium storage has computer to refer to It enables, the computer instruction is for making the computer perform claim requirement 1 to the described in any item servers of claim 5 Resource allocation methods.
CN201811305095.2A 2018-11-05 2018-11-05 Resource allocation methods, system and the server system of mobile edge calculations server Pending CN109474681A (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201811305095.2A CN109474681A (en) 2018-11-05 2018-11-05 Resource allocation methods, system and the server system of mobile edge calculations server

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201811305095.2A CN109474681A (en) 2018-11-05 2018-11-05 Resource allocation methods, system and the server system of mobile edge calculations server

Publications (1)

Publication Number Publication Date
CN109474681A true CN109474681A (en) 2019-03-15

Family

ID=65666715

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201811305095.2A Pending CN109474681A (en) 2018-11-05 2018-11-05 Resource allocation methods, system and the server system of mobile edge calculations server

Country Status (1)

Country Link
CN (1) CN109474681A (en)

Cited By (12)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN109992387A (en) * 2019-04-01 2019-07-09 北京邮电大学 A kind of task processing method, device and the electronic equipment of terminal collaboration
CN110248206A (en) * 2019-07-29 2019-09-17 北京邮电大学 A kind of resource allocation methods, device and electronic equipment for edge network system
CN110300191A (en) * 2019-07-29 2019-10-01 崔翛龙 Service system and data processing method
CN110366194A (en) * 2019-06-06 2019-10-22 深圳市太易云互联科技有限公司 Resource transfer method, apparatus and system
CN110536358A (en) * 2019-08-06 2019-12-03 广东工业大学 It is a kind of towards without rely on subtask edge calculations load-balancing method
CN110765365A (en) * 2019-10-25 2020-02-07 国网河南省电力公司信息通信公司 Method, device, equipment and medium for realizing distributed edge cloud collaborative caching strategy
CN111539863A (en) * 2020-03-26 2020-08-14 重庆特斯联智慧科技股份有限公司 Intelligent city operation method and system based on multi-source task line
CN111641671A (en) * 2020-04-09 2020-09-08 方杰 Resource matrix type elastic computing desktop cloud system
CN111741438A (en) * 2020-06-28 2020-10-02 湖南大学 Edge computing side-end cooperative task unloading method and system considering vehicle movement
CN112689303A (en) * 2020-12-28 2021-04-20 西安电子科技大学 Edge cloud cooperative resource joint allocation method, system and application
CN112822727A (en) * 2021-01-29 2021-05-18 重庆邮电大学 Self-adaptive edge content caching method based on mobility and popularity perception
CN114125936A (en) * 2021-11-29 2022-03-01 中国联合网络通信集团有限公司 Resource scheduling method, device and storage medium

Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN108494612A (en) * 2018-01-19 2018-09-04 西安电子科技大学 A kind of network system and its method of servicing that mobile edge calculations service is provided

Patent Citations (1)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN108494612A (en) * 2018-01-19 2018-09-04 西安电子科技大学 A kind of network system and its method of servicing that mobile edge calculations service is provided

Non-Patent Citations (1)

* Cited by examiner, † Cited by third party
Title
YANG YIRAN等: "A resource allocation method based on the core server in the collaborative space for mobile edge computing", 《ICCC 2018》 *

Cited By (18)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN109992387B (en) * 2019-04-01 2021-09-24 北京邮电大学 Terminal collaborative task processing method and device and electronic equipment
CN109992387A (en) * 2019-04-01 2019-07-09 北京邮电大学 A kind of task processing method, device and the electronic equipment of terminal collaboration
CN110366194A (en) * 2019-06-06 2019-10-22 深圳市太易云互联科技有限公司 Resource transfer method, apparatus and system
CN110248206A (en) * 2019-07-29 2019-09-17 北京邮电大学 A kind of resource allocation methods, device and electronic equipment for edge network system
CN110300191A (en) * 2019-07-29 2019-10-01 崔翛龙 Service system and data processing method
CN110536358A (en) * 2019-08-06 2019-12-03 广东工业大学 It is a kind of towards without rely on subtask edge calculations load-balancing method
CN110536358B (en) * 2019-08-06 2022-06-24 广东工业大学 Edge computing load balancing method for independent subtasks
CN110765365A (en) * 2019-10-25 2020-02-07 国网河南省电力公司信息通信公司 Method, device, equipment and medium for realizing distributed edge cloud collaborative caching strategy
CN111539863A (en) * 2020-03-26 2020-08-14 重庆特斯联智慧科技股份有限公司 Intelligent city operation method and system based on multi-source task line
CN111641671A (en) * 2020-04-09 2020-09-08 方杰 Resource matrix type elastic computing desktop cloud system
CN111741438A (en) * 2020-06-28 2020-10-02 湖南大学 Edge computing side-end cooperative task unloading method and system considering vehicle movement
CN111741438B (en) * 2020-06-28 2021-10-08 湖南大学 Edge computing side-end cooperative task unloading method and system considering vehicle movement
CN112689303A (en) * 2020-12-28 2021-04-20 西安电子科技大学 Edge cloud cooperative resource joint allocation method, system and application
CN112689303B (en) * 2020-12-28 2022-07-22 西安电子科技大学 Edge cloud cooperative resource joint allocation method, system and application
CN112822727A (en) * 2021-01-29 2021-05-18 重庆邮电大学 Self-adaptive edge content caching method based on mobility and popularity perception
CN112822727B (en) * 2021-01-29 2022-07-01 重庆邮电大学 Self-adaptive edge content caching method based on mobility and popularity perception
CN114125936A (en) * 2021-11-29 2022-03-01 中国联合网络通信集团有限公司 Resource scheduling method, device and storage medium
CN114125936B (en) * 2021-11-29 2023-09-05 中国联合网络通信集团有限公司 Resource scheduling method, device and storage medium

Similar Documents

Publication Publication Date Title
CN109474681A (en) Resource allocation methods, system and the server system of mobile edge calculations server
CN113950066B (en) Single server part calculation unloading method, system and equipment under mobile edge environment
CN107450982B (en) A kind of method for scheduling task based on system mode
CN108062246B (en) Resource regulating method and device for deep learning frame
CN110266744A (en) Location-based edge cloud resource dispatching method and system
CN107734558A (en) A kind of control of mobile edge calculations and resource regulating method based on multiserver
CN107846704A (en) A kind of resource allocation and base station service arrangement method based on mobile edge calculations
CN110493360A (en) The mobile edge calculations discharging method of system energy consumption is reduced under multiserver
CN105379412B (en) A kind of system and method controlling multiple radio access nodes
CN104540234B (en) A kind of associated task scheduling mechanism synchronously constrained based on CoMP under C RAN frameworks
CN108243245A (en) The Radio Access Network and its resource allocation method calculated based on mixing fog
CN107241767A (en) The method and device that a kind of mobile collaboration is calculated
CN109033001A (en) Method and apparatus for distributing GPU
CN108762687B (en) I/O service quality control method, device, equipment and storage medium
CN107977763A (en) Resource allocation method and related device
CN109474961A (en) A kind of network energy efficiency optimization method of mobile edge calculations server, system
Tian et al. User preference-based hierarchical offloading for collaborative cloud-edge computing
CN108833227A (en) A kind of smart home communication optimization scheduling system and method based on edge calculations
Fang et al. Smart collaborative optimizations strategy for mobile edge computing based on deep reinforcement learning
Nguyen et al. Parked vehicles task offloading in edge computing
CN108833167A (en) A kind of communication optimization system and method based on edge calculations
Cui et al. Multi-Agent Reinforcement Learning Based Cooperative Multitype Task Offloading Strategy for Internet of Vehicles in B5G/6G Network
CN106408793B (en) A kind of Service Component sharing method and system suitable for ATM business
CN109254844A (en) A kind of triangle calculation method of Large Scale Graphs
CN110119300A (en) The load-balancing method and device of dummy unit cluster

Legal Events

Date Code Title Description
PB01 Publication
PB01 Publication
SE01 Entry into force of request for substantive examination
SE01 Entry into force of request for substantive examination
RJ01 Rejection of invention patent application after publication

Application publication date: 20190315

RJ01 Rejection of invention patent application after publication