CN104994524B - A kind of cooperation adjusting method based on LTE-A network - Google Patents

A kind of cooperation adjusting method based on LTE-A network Download PDF

Info

Publication number
CN104994524B
CN104994524B CN201510347322.8A CN201510347322A CN104994524B CN 104994524 B CN104994524 B CN 104994524B CN 201510347322 A CN201510347322 A CN 201510347322A CN 104994524 B CN104994524 B CN 104994524B
Authority
CN
China
Prior art keywords
cooperative work
website
work
collaboration site
information
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.)
Active
Application number
CN201510347322.8A
Other languages
Chinese (zh)
Other versions
CN104994524A (en
Inventor
饶品魁
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.)
Hainan Telecom Planning & Design Institute Co., Ltd.
Original Assignee
Hainan Telecom Planning & Design Institute Co Ltd
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 Hainan Telecom Planning & Design Institute Co Ltd filed Critical Hainan Telecom Planning & Design Institute Co Ltd
Priority to CN201510347322.8A priority Critical patent/CN104994524B/en
Publication of CN104994524A publication Critical patent/CN104994524A/en
Application granted granted Critical
Publication of CN104994524B publication Critical patent/CN104994524B/en
Active legal-status Critical Current
Anticipated expiration legal-status Critical

Links

Classifications

    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W24/00Supervisory, monitoring or testing arrangements
    • H04W24/02Arrangements for optimising operational condition
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W24/00Supervisory, monitoring or testing arrangements
    • H04W24/08Testing, supervising or monitoring using real traffic
    • 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]
    • H04W28/18Negotiating wireless communication parameters
    • H04W28/20Negotiating bandwidth

Landscapes

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

Abstract

The performance real-time change and previous collaboration work execution information that the cooperation adjusting method based on LTE A networks of the present invention passes through analysis collaboration site, so that central control station point is more reasonable to the distribution of cooperative work, the performance advantage of the collaboration site of better performances can more be given full play to, the right that selection collaboration site removes execution cooperative work is imparted for central control station point, the efficiency that the poor collaboration site of performance is brought is avoided and declines problem.

Description

A kind of cooperation adjusting method based on LTE-A network
Technical field
The present invention relates to wireless communication field more particularly to a kind of cooperation adjusting methods based on LTE-A network.
Background technology
In recent years, with the development of mobile communication technology, although communication system has the tenability of radio communication service Apparent raising, while there has also been higher expectations multimedia service of the user to high-speed, high quality.Therefore, next In the research of third-generation mobile communication technology, spectrum efficiency, transmission rate, throughput of system and cell-edge performance etc. are also carried Higher requirement is gone out.
Lte-a system uses identical networking technology, the access way of OFDM that the information of intra-cell users is made to be carried on mutually In orthogonal different sub-carrier, the multi-access inference between intra-cell users is effectively prevented, but inter-cell interference can not inhibit.It is right For Cell Edge User, useful signal intensity is small, and the interference signal intensity for being simultaneously from neighboring community is big, and which has limited small The signal-to-noise ratio (SINR) of area edge user, leads to its throughput degradation so that the service quality that edge customer cannot be satisfied with, sternly The raising of system performance and system fairness is constrained again.Therefore, inter-cell interference inhibition, which becomes in lte-a system, urgently solves Certainly the problem of.
Cooperative multi-point (CoMP) transmission technology can effectively improve community marginal user performance, throughput of system be improved, close Extensive concern and the research of industry are caused over year, and as the important research project of 3GPPLTE-Advanced standardization efforts One of.
For the collaboration site of collaborative process application layer computation requests, how by the adjusting of cooperative work with efficient Upper layer computation requests are handled, the utilization rate of the resource of the collaboration site of isomery in performance is improved, and promote the response speed of operation As the research hotspot of current cooperative process field.
However, in most cases, the different properties of different websites, the load state of different moments each website is not yet Together, the real-time allocation plan that cooperative work how is determined according to the performance isomerism and real time load situation of website, for efficient It is significant to handle the resource utilization for calculating cooperative work and improving collaboration site, the response speed of promotion operation.
Invention content
The purpose of the present invention is what is be achieved through the following technical solutions.
According to the embodiment of the present invention, propose that a kind of cooperation adjusting method based on LTE-A network, the method pass through The resource expectation of cooperative work and ability parameter and previous collaboration the work execution information of website are obtained and analyzed in real time, are being met Real-time control is carried out to the distribution of cooperative work in the case of desired, shown method includes:
S1, collaboration site acquire the ability parameter and cooperative work execution information of this website in real time, with regular intervals information Form report and give central control station point;Central control station point receives and analyzes the regular intervals information of each collaboration site, generates Website shows recording documents and cooperative work track record document;
S2, central control station point show recording documents and cooperative work track record document according to website, are collaboration site Distribution cooperative work is attempted, website planned assignment document is updated and cooperative work attempts distribution document;
If available free cooperative work time slot is available in S3, collaboration site, it is added in the regular intervals information of next time The identification code of cooperative work is asked to central control station point;
After S4, central control station point receive the cooperative work request of collaboration site, cooperate for its distribution by regulation scheme Work.
Specific implementation mode according to the present invention, site capability parameter and cooperative work described in the step S1 execute letter Breath is the data foundation of central control station point update website track record document and cooperative work track record document.
Specific implementation mode according to the present invention, the site capability parameter include central processing unit clock frequency, storage Space, processor utilization, memory space utilization rate and interface utilization.
Specific implementation mode according to the present invention, the cooperative work execution information include that the cooperative work terminated is held Row information and cooperative work execution information in progress;The cooperative work execution information terminated includes cooperative work Work identification code, the operation ID of place operation, the time i.e. copy process data that are used for transmission and it is used for central processing unit The time of calculating;Cooperative work execution information in progress include the work identification code of cooperative work, place operation work Industry identification code, the executive process of cooperative work and executed time;Each collaboration site acquires this website at regular intervals Both information, and be packaged as regular intervals information and be sent to central control station point.
Specific implementation mode according to the present invention, the website performance recording documents described in the step S2 and cooperative work table Existing recording documents are the reference informations that central control station point formulates cooperative work allocation plan.
Specific implementation mode according to the present invention, the website performance recording documents respectively cooperate for recording in one period The ability of website shows, and the cooperative work track record document handles cooperation for recording each collaboration site within one period The case where work.
Specific implementation mode according to the present invention, the central control station point receive the regular intervals of collaboration site for the first time After information, generates website performance recording documents and cooperative work track record document and receive collaboration site every time afterwards The two documents are updated after regular intervals information.
Specific implementation mode according to the present invention, the website performance recording documents include site name variable, processor Speed variables, storage size variable, processor utilization variable, memory space utilization rate variable and interface utilization Variable;The cooperative work track record document includes operation ID, work identification code, site name variable, transmission time Variable, central processing unit calculate time variable, executive process variable and executed time variable.
The size of specific implementation mode according to the present invention, the cooperative work time slot of the collaboration site of the step S3 indicates The maximum cooperative work number that collaboration site synchronization can execute parallel, the size of cooperative work time slot is in collaboration site Cooperation group It is set before startup;Collaboration site is when available free cooperative work time slot to central control station point application cooperative work, association The application for making work is transmitted by regular intervals information, the identification code bit of application cooperative work is included in regular intervals information, such as Fruit is if true, show that cooperative work can be distributed to the association by the available free cooperative work time slot of the collaboration site, central control station point Make website execution.
The central control station point of specific implementation mode according to the present invention, the step S4 is the cooperation for applying for cooperative work Website distribution cooperative work execution is to adjust rule by CoMP to determine, by reading website track record document, cooperation work Make track record document, website planned assignment document and cooperative work and attempt distribution document, and combines remaining cooperative work queue, Rule is adjusted according to CoMP and is determined as the order of priority and cooperative work number that collaboration site distributes cooperative work, then update station Point planned assignment document and cooperative work attempt distribution document.
With the prior art this, it is of the invention based on LTE-A network cooperation adjusting method pass through analyze collaboration site property Energy real-time change and previous collaboration work execution information so that central control station point is more reasonable to the distribution of cooperative work, more can The performance advantage of the collaboration site of better performances is given full play to, imparting selection collaboration site for central control station point goes to execute association The right for making work avoids the efficiency that the poor collaboration site of performance is brought and declines problem.
Description of the drawings
By reading the detailed record of hereafter preferred embodiment, various other advantages and benefit are common for this field Technical staff will become clear.Attached drawing only for the purpose of illustrating preferred embodiments, and is not considered as to the present invention Limitation.And throughout the drawings, the same reference numbers will be used to refer to the same parts.In the accompanying drawings:
Attached drawing 1 shows the cooperation adjusting method flow chart based on LTE-A network according to embodiment of the present invention.
Specific implementation mode
Illustrative embodiments disclosed in minute book in more detail below with reference to accompanying drawings.Although showing this public affairs in attached drawing The illustrative embodiments opened, it being understood, however, that may be realized in various forms the disclosure without the reality that should be illustrated here The mode of applying is limited.It is to be able to be best understood from the disclosure on the contrary, providing these embodiments, and can be by this public affairs The range opened completely is communicated to those skilled in the art.
According to the embodiment of the present invention, propose that a kind of cooperation adjusting method based on LTE-A network, the method pass through The resource expectation of cooperative work and ability parameter and previous collaboration the work execution information of website are obtained and analyzed in real time, are being met Real-time control is carried out to the distribution of cooperative work in the case of desired, to improve the response speed of operation and the resource profit of website With rate, it is characterised in that:This approach includes the following steps, as shown in Fig. 1:
S1, collaboration site acquire the ability parameter and cooperative work execution information of this website in real time, with regular intervals information Form report and give central control station point;Central control station point receives and analyzes the regular intervals information of each collaboration site, generates Website shows recording documents and cooperative work track record document;
S2, central control station point show recording documents and cooperative work track record document according to website, are collaboration site Distribution cooperative work is attempted, website planned assignment document is updated and cooperative work attempts distribution document;
If available free cooperative work time slot is available in S3, collaboration site, it is added in the regular intervals information of next time The identification code of cooperative work is asked to central control station point;
After S4, central control station point receive the cooperative work request of collaboration site, cooperate for its distribution by regulation scheme Work.
Specific implementation mode according to the present invention, site capability parameter and cooperative work described in the step S1 execute letter Breath is the data foundation of central control station point update website track record document and cooperative work track record document;
The site capability parameter includes central processing unit clock frequency, memory space, processor utilization, memory space Utilization rate and interface utilization;
The cooperative work execution information includes the cooperative work execution information terminated and cooperation in progress Work execution information;The cooperative work execution information terminated include the work identification code of cooperative work, place operation work Industry identification code, the time being used for transmission i.e. copy process data and the time calculated for central processing unit, wherein copy process Data be happened at the collaboration site without this cooperative work input data in the case of occur;Cooperative work in progress Execution information includes the work identification code of cooperative work, the operation ID of place operation, the executive process of cooperative work and Execute the time;Each collaboration site acquires both information of this website at regular intervals, and is packaged as regular intervals information It is sent to central control station point.
Specific implementation mode according to the present invention, the website performance recording documents described in the step S2 and cooperative work table Existing recording documents are the reference informations that central control station point formulates cooperative work allocation plan;
The website performance recording documents are used to record the ability performance of each collaboration site in one period, the cooperation work Make track record document for recording the case where each collaboration site handles cooperative work within one period;
After the central control station point receives the regular intervals information of collaboration site for the first time, website track record text is generated Shelves and cooperative work track record document simultaneously update the two after receiving the regular intervals information of collaboration site every time afterwards Document;
Website performance recording documents include site name variable, processor speed variable, storage size variable, Processor utilization variable, memory space utilization rate variable and interface utilization variable;The cooperative work track record text Shelves include operation ID, the identification code that works, site name variable, transmission time variable, central processing unit calculate time variable, Executive process variable and executed time variable;Website planned assignment paper trail central control station point is cooperation The information of website planned assignment cooperative work, website planned assignment document include site name variable, planned assignment variable, plan Share out the work identification code;Cooperative work attempts distribution paper trail central control station point and cooperation is distributed in cooperative work trial The information of website, the cooperative work attempt distribution document and include work identification code, attempt distribution variable, attempt distribution site name Claim variable.
Specific implementation mode according to the present invention, the step S2 are specifically included:
S2-1, central control station point try to find out the far call transport protocol access of collaboration site, receive collaboration site and send Regular intervals information;Central control station o'clock one collaboration site of a reception regular intervals information, if central Website is controlled when receiving the regular intervals information of some collaboration site, there are other collaboration sites also to be sent to central control station point Regular intervals information, then central control station point queue is added in the collaboration sites of later regular intervals;
Site capability monitor in collaboration site monitors and acquires the ability parameter in this website previous a period of time, association Make work monitor to monitor the information for the cooperative work being carrying out on this website and acquire several cooperation works before of executed Ability parameter and cooperative work information-package are regular intervals information by the record of work, collaboration site;If first for the previous period Interior cooperative work information does not update, and the ability parameter of website can be only included in regular intervals information;Collaboration site every Regular intervals information is sent to central control station point by a period of time by far call transmission protocol mode;Regular intervals are 2 Second, each regular intervals all include the ability parameter of website and the cooperative work being currently executing in regular intervals information Information, and collaboration site has often executed a cooperative work, the cooperative work that will have been terminated all after regular intervals next time Execution record be added regular intervals information be sent to central control station point, i.e., in cooperative work information include two class cooperative works Information:It is completed but the cooperative work information not uploaded and cooperative work information in progress;
S2-2, central control station point update website track record document and cooperation according to the regular intervals information received Work performance recording documents;Recording documents are showed for website, the collaboration site performance information in regular intervals information is replaced Website performance recording documents correspond to the information of the collaboration site in central control station point;Remember in cooperative work track record document Record the information of the previous several cooperative works executed on each website and cooperative work information in progress, center control When website receives new cooperative work performance information every time, it is first determined whether there is the cooperative work letter for being completed but not uploading Breath, if so, then obtaining the work identification code of the cooperative work and checking the cooperative work in cooperative work track record document In it is whether existing, if the information for updating the cooperative work in cooperative work track record document in the presence of if, otherwise delete cooperation The oldest cooperative work information of the collaboration site and the completed cooperative work information is added in work performance recording documents; For cooperative work information in progress, the work identification code of the cooperative work is obtained, if the cooperative work is cooperating It is existing in work performance recording documents, then the information of the cooperative work in cooperative work track record document is updated, otherwise, The information of the cooperative work is added in cooperative work track record document;
S2-3, according to website show recording documents and cooperative work track record document update website planned assignment document and Cooperative work attempts distribution document;For m-th of cooperative work in cooperative work list, according to website show recording documents and Cooperative work track record document prejudges each website and executes time needed for the cooperative work, and anticipation algorithm is as follows:
Wherein, TijThe anticipation time needed for its j-th of cooperative work, t are executed for i-th of collaboration sitesTo can be used The time of cooperative work time slot, ti0For the time needed for copy data, tcpuFor data processing time, h be collaboration site at The reference number for the cooperative work that work(executes, n are the cooperating station points in Cooperation group;
Obtain TijValue after, minimum one of central control station point selection attempts distribution association to its corresponding collaboration site Make work, and cooperative work m is labeled as planned assignment, the collaboration site that will execute the cooperative work is labeled as having tasted Examination distribution;
Then, central control station point continues to be next not have in each collaboration site for being not labeled as having attempted distribution Cooperative work selection labeled as planned assignment executes its collaboration site, only divides k cooperative work, wherein k=in advance every time 4;After pre- point, it remaining can be not labeled as the cooperative work of planned assignment in cooperative work queue, in site list It remaining can also be not labeled as having attempted the website of distribution;
If request cooperative work variable label is true in regular intervals information by S2-4, collaboration site, enter association Workmanship makes adjustments module.
The size of specific implementation mode according to the present invention, the cooperative work time slot of the collaboration site of the step S3 indicates The maximum cooperative work number that collaboration site synchronization can execute parallel, the size of cooperative work time slot is in collaboration site Cooperation group It is set before startup;Collaboration site is when available free cooperative work time slot to central control station point application cooperative work, association The application for making work is transmitted by regular intervals information, the identification code bit of application cooperative work is included in regular intervals information, such as Fruit is if true, show that cooperative work can be distributed to the association by the available free cooperative work time slot of the collaboration site, central control station point Make website execution.
The central control station point of specific implementation mode according to the present invention, the step S4 is the cooperation for applying for cooperative work Website distribution cooperative work execution is to adjust rule by CoMP to determine;CoMP adjusts adjusting of the rule in central control station point It is realized in device, synchronization may have multiple collaboration sites while apply for that cooperative work executes, and adjuster is by reading site table Existing recording documents, cooperative work track record document, website planned assignment document and cooperative work attempt distribution document, and combine Remaining cooperative work queue adjusts rule according to CoMP and is determined as the order of priority and cooperation work that collaboration site distributes cooperative work Make number, then updates website planned assignment document and cooperative work attempts distribution document.
Specific implementation mode according to the present invention, the step S4 are specifically included:
S4-1, central control station point judge whether to be the website plan minute by searching for website planned assignment document first With cooperative work, if planned assignment, the cooperative work of planned assignment is distributed for the website, and mark the cooperative work It has been distributed that, it is not attempt to distribute to mark the website;
If S4-2, central control station point are not the website planned assignment cooperative work, the anticipation according to S2 Algorithmic formula, the website for being not labeled as having attempted to distribute are the websites that ability is poor or computing capability is weaker, then from cooperation work Make one cooperative work of selection in queue to execute to the website, but the cooperative work is not waited for into next time labeled as having distributed Pre- timesharing, the cooperative work will be given the faster website of processing speed in advance, which is arranged a redundancy cooperative work It is executed on fast website to ensure its reliable execution;
S4-3, for collaboration site distribute cooperative work after, central control station point update website planned assignment document and Cooperative work attempts distribution document;
S4-4, cooperative work adjusting stage terminate, and are transferred to the information update stage, central control station point is continued to and handled The regular intervals information that collaboration site sends over.
The foregoing is only a preferred embodiment of the present invention, but scope of protection of the present invention is not limited thereto, Any one skilled in the art in the technical scope disclosed by the present invention, the change or replacement that can be readily occurred in, It should be covered by the protection scope of the present invention.Therefore, protection scope of the present invention answers the protection model with claim Subject to enclosing.

Claims (1)

1. a kind of cooperation adjusting method based on LTE-A network, the method by obtaining and analyzing the money of cooperative work in real time Execution information that source it is expected and the ability parameter and previous collaboration of website work, desired divides cooperative work in the case that meeting With progress real-time control, shown method includes:
S1, collaboration site acquire the ability parameter and cooperative work execution information of this website in real time, with the shape of regular intervals information Formula, which is reported, gives central control station point;Central control station point receives and analyzes the regular intervals information of each collaboration site, generates website Track record document and cooperative work track record document;
S2, central control station point show recording documents and cooperative work track record document according to website, are attempted for collaboration site Cooperative work is distributed, website planned assignment document is updated and cooperative work attempts distribution document;
If available free cooperative work time slot is available in S3, collaboration site, it is added in the regular intervals information of next time The identification code of centre control site requests cooperative work;
After S4, central control station point receive the cooperative work request of collaboration site, cooperative work is distributed for it by regulation scheme;
The ability parameter and cooperative work execution information of website described in the step S1 are central control station point update site tables The data foundation of existing recording documents and cooperative work track record document;
The ability parameter of the website includes central processing unit clock frequency, memory space, processor utilization, memory space profit With rate and interface utilization;
The cooperative work execution information includes the cooperative work execution information terminated and cooperative work in progress Execution information;The cooperative work execution information terminated include the work identification code of cooperative work, place operation operation know Other code, the time being used for transmission i.e. copy process data and the time calculated for central processing unit;Cooperation in progress Work execution information include the work identification code of cooperative work, the operation ID of place operation, cooperative work executive process With the executed time;Each collaboration site acquires both information of this website at regular intervals, and is packaged as regular intervals Information is sent to central control station point;
Website performance recording documents and cooperative work track record document described in the step S2 are that central control station point is formulated The reference information of cooperative work allocation plan;
The website performance recording documents are used to record the ability performance of each collaboration site in one period, the cooperative work table Existing recording documents are for recording the case where each collaboration site handles cooperative work within one period;
After the central control station point receives the regular intervals information of collaboration site for the first time, generate website performance recording documents and Cooperative work track record document simultaneously updates the two documents after receiving the regular intervals information of collaboration site every time afterwards;
The website performance recording documents include site name variable, processor speed variable, storage size variable, processing Device utilization rate variable, memory space utilization rate variable and interface utilization variable;The cooperative work track record document packet Operation ID, work identification code, site name variable, transmission time variable, central processing unit is included to calculate time variable, execute Process variable and executed time variable;
The size of the cooperative work time slot of the collaboration site of the step S3 indicates what collaboration site synchronization can execute parallel The size of maximum cooperative work number, cooperative work time slot is set before the startup of collaboration site Cooperation group;Collaboration site is free Pass through regular intervals information to central control station point application cooperative work, the application of cooperative work when not busy cooperative work time slot It transmits, the identification code bit of application cooperative work is included in regular intervals information, if if true, showing that the collaboration site is available free Cooperative work is distributed to the collaboration site and executed by cooperative work time slot, central control station point;
The central control station point of the step S4 is to apply for that the collaboration site distribution cooperative work execution of cooperative work is to pass through CoMP adjusts what rule determined, by reading website track record document, cooperative work track record document, website planned assignment Document and cooperative work attempt distribution document, and combine remaining cooperative work queue, and adjusting rule according to CoMP is determined as cooperating Website distributes the order of priority and cooperative work number of cooperative work, then updates website planned assignment document and cooperative work is tasted Examination distribution document.
CN201510347322.8A 2015-06-19 2015-06-19 A kind of cooperation adjusting method based on LTE-A network Active CN104994524B (en)

Priority Applications (1)

Application Number Priority Date Filing Date Title
CN201510347322.8A CN104994524B (en) 2015-06-19 2015-06-19 A kind of cooperation adjusting method based on LTE-A network

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN201510347322.8A CN104994524B (en) 2015-06-19 2015-06-19 A kind of cooperation adjusting method based on LTE-A network

Publications (2)

Publication Number Publication Date
CN104994524A CN104994524A (en) 2015-10-21
CN104994524B true CN104994524B (en) 2018-09-07

Family

ID=54306257

Family Applications (1)

Application Number Title Priority Date Filing Date
CN201510347322.8A Active CN104994524B (en) 2015-06-19 2015-06-19 A kind of cooperation adjusting method based on LTE-A network

Country Status (1)

Country Link
CN (1) CN104994524B (en)

Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN1961329A (en) * 2003-09-19 2007-05-09 国际商业机器公司 Methods and apparatus for information hyperchain management for on-demand business collaboration
CN102571905A (en) * 2010-10-20 2012-07-11 微软公司 Managing networks and machines for an online service
CN102780759A (en) * 2012-06-13 2012-11-14 合肥工业大学 Cloud computing resource scheduling method based on scheduling object space
CN102902344A (en) * 2011-12-23 2013-01-30 同济大学 Method for optimizing energy consumption of cloud computing system based on random tasks
CN103324534A (en) * 2012-03-22 2013-09-25 阿里巴巴集团控股有限公司 Operation scheduling method and operation scheduler

Patent Citations (5)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN1961329A (en) * 2003-09-19 2007-05-09 国际商业机器公司 Methods and apparatus for information hyperchain management for on-demand business collaboration
CN102571905A (en) * 2010-10-20 2012-07-11 微软公司 Managing networks and machines for an online service
CN102902344A (en) * 2011-12-23 2013-01-30 同济大学 Method for optimizing energy consumption of cloud computing system based on random tasks
CN103324534A (en) * 2012-03-22 2013-09-25 阿里巴巴集团控股有限公司 Operation scheduling method and operation scheduler
CN102780759A (en) * 2012-06-13 2012-11-14 合肥工业大学 Cloud computing resource scheduling method based on scheduling object space

Also Published As

Publication number Publication date
CN104994524A (en) 2015-10-21

Similar Documents

Publication Publication Date Title
Cui et al. QoE-based resource allocation for multi-cell NOMA networks
Lyu et al. Energy-efficient admission of delay-sensitive tasks for mobile edge computing
Lin et al. Optimizing user association and spectrum allocation in HetNets: A utility perspective
Liu et al. Grouping and cooperating among access points in user-centric ultra-dense networks with non-orthogonal multiple access
Shi et al. Large-scale convex optimization for ultra-dense cloud-RAN
Zhong et al. Traffic matching in 5G ultra-dense networks
CN104105217B (en) For multiple equipment to equipment allocation of communications resource allocation method and device
Ayala-Romero et al. vrAIn: Deep learning based orchestration for computing and radio resources in vRANs
CN103826306B (en) A kind of descending dynamic interference coordination method in highly dense set network based on game
Lai et al. Joint power and admission control for spectral and energy efficiency maximization in heterogeneous OFDMA networks
Liu et al. Hybrid computation offloading in fog and cloud networks with non-orthogonal multiple access
Ebrahimzadeh et al. Cooperative computation offloading in FiWi enhanced 4G HetNets using self-organizing MEC
Lopez-Perez et al. A survey on 5g energy efficiency: Massive mimo, lean carrier design, sleep modes, and machine learning
Jiao et al. Toward optimal resource scheduling for Internet of Things under imperfect CSI
Ju et al. Adaptive cross-network cross-layer design in heterogeneous wireless networks
Al-Obiedollah et al. Energy-efficient opportunistic multi-carrier NOMA-based resource allocation for beyond 5G (B5G) networks
Kopras et al. Task allocation for energy optimization in fog computing networks with latency constraints
Rahimi et al. Joint radio resource allocation and beamforming optimization for industrial internet of things in software-defined networking-based virtual fog-radio access network 5G-and-beyond wireless environments
Hao et al. Interference-aware resource optimization for device-to-device communications in 5G networks
Llerena et al. Social-aware spectrum sharing for D2D communication by artificial bee colony optimization
Chen et al. Communication-efficient federated edge learning for NR-U-based IIoT networks
Wu et al. Revenue-maximizing resource allocation for multitenant cell-free massive MIMO networks
LeAnh et al. Orchestrating resource management in LTE-unlicensed systems with backhaul link constraints
CN103997738B (en) A kind of anti-tampering sub-clustering management method and device
Lin et al. Green spectrum assignment in secure cloud radio network with cluster formation

Legal Events

Date Code Title Description
C06 Publication
PB01 Publication
C10 Entry into substantive examination
SE01 Entry into force of request for substantive examination
TA01 Transfer of patent application right

Effective date of registration: 20180802

Address after: 571000 Hainan old city high tech industrial demonstration area Hainan eco Software Park

Applicant after: Hainan Telecom Planning & Design Institute Co., Ltd.

Address before: 315181 25 Yucai Road, Heng Jie Town, Yinzhou District, Ningbo, Zhejiang

Applicant before: Rao Pinkui

TA01 Transfer of patent application right
GR01 Patent grant
GR01 Patent grant