WO2018032613A1 - Method, device and system for processing d2d throughput - Google Patents

Method, device and system for processing d2d throughput Download PDF

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Publication number
WO2018032613A1
WO2018032613A1 PCT/CN2016/104044 CN2016104044W WO2018032613A1 WO 2018032613 A1 WO2018032613 A1 WO 2018032613A1 CN 2016104044 W CN2016104044 W CN 2016104044W WO 2018032613 A1 WO2018032613 A1 WO 2018032613A1
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WIPO (PCT)
Prior art keywords
auction
user
traffic
transaction
price
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PCT/CN2016/104044
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French (fr)
Chinese (zh)
Inventor
明中行
吉军
杨柳春
杨术
潘岱
李莹
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南京好久不见网络科技有限公司
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Publication of WO2018032613A1 publication Critical patent/WO2018032613A1/en

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    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04WWIRELESS COMMUNICATION NETWORKS
    • H04W4/00Services specially adapted for wireless communication networks; Facilities therefor
    • H04W4/24Accounting or billing
    • GPHYSICS
    • G06COMPUTING; CALCULATING OR COUNTING
    • G06QINFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL OR SUPERVISORY PURPOSES, NOT OTHERWISE PROVIDED FOR
    • G06Q30/00Commerce
    • G06Q30/06Buying, selling or leasing transactions
    • G06Q30/08Auctions
    • HELECTRICITY
    • H04ELECTRIC COMMUNICATION TECHNIQUE
    • H04LTRANSMISSION OF DIGITAL INFORMATION, e.g. TELEGRAPHIC COMMUNICATION
    • H04L12/00Data switching networks
    • H04L12/02Details
    • H04L12/14Charging, metering or billing arrangements for data wireline or wireless communications
    • H04L12/1403Architecture for metering, charging or billing

Definitions

  • the present invention relates to the field of communications technologies, and in particular, to a method, apparatus, and system for D2D traffic processing.
  • this study proposes a resource allocation model and algorithm for game bidding based on D2D technology to ensure that buyers and sellers conduct normal valuation and allocate resources through price.
  • Lee K.D. proposed a node-based fair resource allocation algorithm (Lee algorithm).
  • the algorithm divides the subcarrier and power allocation problem into two sub-problems, that is, first, the mesh router (meshrouter, MR) allocates the number of subcarriers for the mesh client (MC), and then each mesh client is connected to the other. All connections redistribute power and subcarriers.
  • the algorithm models these two sub-problems into an algorithm model based on the Nash bargaining solution (NBS), and the second sub-problem transforms the nonlinear mixed integer programming problem into a time-division scheduling problem. This method is theoretically true, but it is more difficult to implement in practice because it involves additional time allocation issues and is therefore particularly unsuitable for real-time services.
  • the technical problem to be solved by the present invention is to solve the problem of low resource allocation utilization in the prior art.
  • the present invention provides a method for D2D traffic processing, including:
  • the auction information includes the flow package to be purchased and the unit price of the purchase, and the auction information includes the flow package to be sold and the unit price of the sale;
  • the flow packets corresponding to each unit price are arranged in a descending order, and a first sequence is obtained, and the total amount of traffic M to be sold in the transaction network is calculated, according to the first sequence and the total amount of traffic.
  • M calculates the equilibrium price
  • the transaction between the auction user and the buyer user is completed according to a preset policy.
  • the calculating the equilibrium price according to the first sequence and the total flow M specifically includes:
  • the flow packets corresponding to the unit price are sequentially accumulated until the accumulated value reaches M+1, and the flow packet to which the traffic constituting the M+1 accumulated value belongs is confirmed, and then the flow packet is confirmed.
  • the unit price corresponding to the traffic packet is the equilibrium price.
  • determining, according to the first sequence and the equalization price, the first round of auction users and the auction users participating in the transaction specifically comprising:
  • the auction user participating in the first round of the transaction is one or more sellers in the first sequence and selling the unit price greater than the equilibrium price, and The seller to which the M+1 belongs; determining that the first-round participating user of the transaction is the one or more buyers in the first sequence and the purchased unit price is less than the equilibrium price;
  • the completing the transaction between the auction user and the auction user according to the preset policy specifically:
  • Step A) confirming that the first auction user who has the highest unit price among the current auction users and the first auction user who has the highest unit price purchased by the auction user completes the corresponding transaction according to the respective flow packets;
  • step A If the first auction user and the first auction user corresponding to the flow packet are exactly equal, the first auction user and the first auction user are excluded, and the remaining auction users and the auction user are performed again in step A);
  • step A) If the traffic packets corresponding to the first auction user and the first auction user are not equal, the party with the smaller traffic packet is excluded, and the party with the remaining traffic packet after the transaction is regarded as one of the remaining auction users and the auction users. , perform step A) again.
  • the auction information and the auction information include an attribute including a traffic packet and a unit price, and the attribute includes one or more of a network speed, a residence time, and a signal strength, and the The preset strategy completes the transaction between the auction user and the buyer user, and specifically includes:
  • Step B) confirming that the first auction user with the highest weight matching degree among the first auction user and the auction user with the highest unit price sold in the current auction user completes the corresponding transaction according to the respective traffic packets;
  • first auction user and the first auction user corresponding to the flow packet are exactly equal, the first auction user and the first auction user are excluded, and the remaining auction users and the auction user perform step B) again;
  • step B) If the traffic packets corresponding to the first auction user and the first auction user are not equal, the party with the smaller traffic packet is excluded, and the party with the remaining traffic packet after the transaction is regarded as one of the remaining auction users and the auction users. , perform step B) again.
  • the present invention provides a D2D traffic transaction method implemented by the method according to the first aspect, comprising:
  • the seller registers with the server, reports its unit price and the traffic package to be sold, and periodically monitors it. Measure the status information of the user and report the status information to the server;
  • the buyer registers with the server, reports his unit price and the traffic packet to be purchased; monitors the surrounding network signal, and sends the monitored network signal related information to the server;
  • the server performs the method of D2D traffic processing according to any one of claims 1-5, and returns the processing result to the buyer;
  • the buyer establishes a link with the seller and transmits the data
  • Both parties calculate the transmitted traffic in real time and report it to the server for fee settlement.
  • the method further includes:
  • a notification message is sent to the server, and both the buyer and the seller disconnect the link.
  • the present invention provides an apparatus for D2D traffic processing, including:
  • a transaction information obtaining module configured to acquire auction information and/or auction information corresponding to each user in the transaction network
  • the equilibrium price calculation module is configured to arrange each flow packet corresponding to each unit price according to the absolute value of each unit price in the transaction network, to obtain a first sequence, and calculate a total amount of traffic M to be sold in the transaction network, according to the The first sequence and the total flow amount M are calculated to obtain an equilibrium price;
  • a transaction user confirmation module configured to determine, according to the first sequence and the equilibrium price, an auction user and a buyer who participate in the transaction in the first round;
  • the transaction implementation module is configured to complete the transaction of the auction user and the buyer user according to a preset policy.
  • the equalization price calculation module further includes an accumulation module and an equilibrium price confirmation module, specifically:
  • the accumulating module is configured to sequentially accumulate the flow packets corresponding to the unit price according to the unit price in the first sequence from high to low;
  • the equalization price confirmation module is configured to confirm, when accumulating to M+1, the flow packet to which the traffic constituting the M+1 accumulated value belongs, and the unit price corresponding to the confirmed traffic packet is the equilibrium price.
  • the transaction user confirmation module includes an auction user confirmation module and a purchase user confirmation module, specifically:
  • the auction user confirmation module is configured to determine that the first round of auction users participating in the transaction is one or more sellers in the first sequence and the unit price sold is greater than the equilibrium price, and the M+1 Attributable seller;
  • the auction user confirmation module is configured to determine that the first-time bidding purchase user is one or more buyers in the first sequence and the purchased unit price is less than the equilibrium price;
  • the auction user confirmation module is configured to determine that the first round of auction users participating in the transaction is one or more sellers in the first sequence and the unit price sold is greater than the equilibrium price;
  • the auction user confirmation module is configured to determine that the first purchase of the bidding user participating in the transaction is one or more buyers in the first sequence and the purchased unit price is less than the equilibrium price.
  • the present invention provides an apparatus for D2D traffic processing, including:
  • a memory for storing one or more applications
  • the processor is configured to execute one or more applications stored in the memory, such as the method of D2D traffic processing or the method of D2D traffic transaction of the first aspect or the second aspect.
  • the present invention provides a system for D2D traffic processing, the system comprising one or more buyer terminals, one or more seller terminals, and a server, specifically:
  • the seller terminal is configured to register with the server, report its own unit price and the traffic packet to be sold, and periodically monitor its own status information, and report the status information to the server;
  • the buyer terminal is configured to register with the server, report its own unit price and the traffic packet to be purchased; monitor the surrounding network signal, and send the monitored network signal related information to the server;
  • the server is configured to acquire the auction information and/or the auction information corresponding to each user in the transaction network; and arrange each flow packet corresponding to each unit price according to the absolute value of each unit price in the transaction network.
  • the user and the buyer are purchased; the transaction of the auction user and the buyer is completed according to a preset policy.
  • the present invention has the beneficial effects that the present invention provides a fair (preventing policy manipulation) D2D traffic processing method, so that a transaction user cannot obtain revenue by publishing false information or hiding information.
  • a fair (preventing policy manipulation) D2D traffic processing method so that a transaction user cannot obtain revenue by publishing false information or hiding information.
  • FIG. 1 is a schematic flowchart of a method for processing D2D traffic according to an embodiment of the present invention
  • FIG. 2 is a schematic flowchart of a method for processing D2D traffic according to an embodiment of the present invention
  • FIG. 3 is a schematic flowchart of a method for processing D2D traffic according to an embodiment of the present invention
  • FIG. 4 is a schematic flowchart of a method for processing D2D traffic according to an embodiment of the present invention
  • FIG. 5 is a schematic structural diagram of a neural network algorithm according to an embodiment of the present invention.
  • FIG. 6 is a schematic diagram of a partial architecture of a neural network algorithm according to an embodiment of the present invention.
  • FIG. 7 is a schematic flowchart of a method for D2D traffic transaction according to an embodiment of the present invention.
  • FIG. 8 is a schematic structural diagram of an apparatus for processing D2D traffic according to an embodiment of the present invention.
  • FIG. 9 is a schematic structural diagram of an apparatus for processing D2D traffic according to an embodiment of the present invention.
  • FIG. 10 is a schematic structural diagram of an apparatus for processing D2D traffic according to an embodiment of the present invention.
  • FIG. 11 is a schematic structural diagram of an apparatus for processing D2D traffic according to an embodiment of the present invention.
  • FIG. 12 is a schematic structural diagram of a D2D traffic processing system according to an embodiment of the present invention.
  • FIG. 13 is a schematic structural diagram of a server for processing D2D traffic according to an embodiment of the present disclosure
  • FIG. 14 is a schematic flowchart of a method for processing D2D traffic according to an embodiment of the present invention.
  • D2D technology refers to the technology that the mobile terminal directly communicates when it is assisted by the cellular network or when there is no cellular network coverage.
  • the application of this technology substantially reduces the dependence of mobile letters on traditional base stations, has a broad commercial model and practical significance, and is therefore supported by several national operators.
  • the embodiment of the invention provides an auction model with independent, private bidding, competitive equilibrium and fair bidirectional.
  • the method, apparatus, and system for D2D traffic processing are described by the auction model from different dimensions.
  • each of the preferred trading users only knows their own quotation for the auction item, and does not know the quotation of other people, and each user's quotation is independent of each other and does not depend on the quotation of others.
  • the content of the present invention will be specifically described below in several dimensions of the method, apparatus and system of D2D traffic processing.
  • Embodiment 1 of the present invention provides a method for processing D2D traffic, as shown in FIG. 1, including:
  • step 201 the auction information and/or auction information corresponding to each user in the transaction network is acquired.
  • the auction information includes a flow package to be purchased and a unit price purchased, and the auction information includes a flow package to be sold and a unit price for sale.
  • step 202 according to the absolute value of each unit price in the transaction network, the flow packets corresponding to each unit price are arranged in a descending order, to obtain a first sequence, and the total amount of traffic M to be sold in the transaction network is calculated, according to the first A sequence and total flow M are calculated to obtain an equilibrium price.
  • step 203 based on the first sequence and the equilibrium price, an auction user and a buyer who participate in the transaction in the first round are determined.
  • the auction user and the auction user specifically refer to the transaction users determined in step 203, and the buyers and sellers in the embodiments are used to collectively refer to the transaction users in the entire transaction network.
  • step 204 the transaction between the auction user and the auction user is completed in accordance with a preset policy.
  • Embodiments of the present invention provide a fair (preventing policy control) D2D traffic processing method, so that a transaction user cannot obtain revenue by publishing false information or hiding information, and on the other hand, achieving a competitive equilibrium effect by balancing the price, so that the market
  • a resource in a resource is priced P, the total supply Q S (P) and the total demand Q D (P) of the resource are equal, optimizing the network configuration scheme and reducing the waste of resources.
  • the calculation of the equilibrium price according to the first sequence and the total flow rate M there is a preferred implementation, which specifically includes:
  • the flow packets corresponding to the unit price are sequentially accumulated until the accumulated value reaches M+1, and the flow packet to which the traffic constituting the M+1 accumulated value belongs is confirmed, and then the flow packet is confirmed.
  • the unit price corresponding to the traffic packet is the equilibrium price.
  • the first sequence has an optional implementation manner, as shown in FIG. 2, that is, in step 202, “in accordance with the absolute value of each unit price in the transaction network, from large to small.
  • each flow packet corresponding to each unit price is arranged to obtain a first sequence.
  • the specific execution is as follows:
  • each flow packet is split into sub-flows of unit magnitude (eg, on the order of 1M), and each sub-flow corresponds to a respective unit offer.
  • K i represents a package deal flow attributable to users in the unit price of i p i, p i is the unit price.
  • step 2022 the sub-flows split from the respective flow packets are arranged in descending order of the absolute values of the unit prices in the transaction network.
  • the sorting process may be performed by the following program code 1 to complete the sorting process:
  • sort p[1...L]in a descending order uses the sorting function to complete the acquisition of the first sequence.
  • step 202 calculates the total amount of traffic M to be sold in the transaction network, and calculates the equilibrium price according to the first sequence and the total flow M", which can be directly completed by return p[M+1] in the above execution code.
  • set 1 is only for convenience of explanation, and the unit price given by different transaction users is defaulted to one value.
  • a seller may provide multiple sales packets, and each traffic package may have a different unit price.
  • the Kx user is the seller, and three different unit price flow packets are specified.
  • the first round of auction users and the auction users participating in the transaction are determined, including:
  • the auction user of the first round of participating transactions is one or more sellers in the first sequence and selling the unit price greater than the equilibrium price, and The seller to which the M+1 belongs; determining that the first-round participating user of the transaction is the one or more buyers in the first sequence and the purchased unit price is less than the equilibrium price;
  • the auction user of the first round of participating transactions is one or more sellers in the first sequence and selling the unit price greater than the equilibrium price; It is determined that the first round of the bidding user participating in the transaction is one or more buyers in the first sequence and the purchased unit price is less than the equilibrium price.
  • J is a confirmed collection containing the auction user and the buyer.
  • the transaction of the auction user and the auction user is completed according to a preset policy, as shown in FIG. 3, which specifically includes:
  • step 2041 it is confirmed that the first auction user who has the highest unit price sold in the current auction user and the first auction user who has the highest unit price purchased in the auction user complete the corresponding transaction according to the respective traffic packets.
  • step 2042 it is confirmed whether the size of the traffic packet corresponding to the first auction user and the first auction user is equal. If they are equal, step 2043 is performed; if not, step 2044 is performed.
  • step 2043 the first auction user and the first auction user are excluded, and it is confirmed whether the auction user and the auction user transaction are completed. If not, the step 2041 is performed again in the remaining auction users and the auction users. Finished the transaction;
  • step 2044 the party having the smaller total amount of traffic is excluded, and the party having the total amount of remaining traffic after the transaction is regarded as one of the remaining auction users and the auction users, and step 2041 is executed again.
  • the auction information and the auction information include an attribute including a total amount of traffic and a unit price, and the attribute includes one or more of a network speed, a residence time, and a signal strength.
  • the transaction of the auction user and the buyer user is completed according to the preset policy, as shown in FIG. 4, and specifically includes:
  • step 2041' it is confirmed that the first auction user with the highest weight matching degree among the first auction user and the auction user who have the highest unit price sold in the current auction user completes the corresponding transaction according to the respective traffic packets;
  • step 2042' it is confirmed that the size of the traffic packet corresponding to the first auction user and the first auction user are exactly equal, and the first auction user and the first auction user are excluded, and whether the transaction between the auction user and the auction user is completed is confirmed. If the remaining auction users and the buyer are not completed, the step 2041' is executed again, and if the completion is completed, the transaction is ended;
  • step 2043' it is confirmed that the size of the traffic packet corresponding to the first auction user and the first auction user is not equal, the party with the smaller total traffic amount is excluded, and the party with the remaining total traffic after the transaction is regarded as the remaining auction user and the shooter. To buy one of the users, perform step 2041' again.
  • the transaction algorithm based on auction bilateral is proposed for the above embodiments in consideration of only the price, and the transaction model based on the recommendation algorithm is proposed for the case of multiple attributes.
  • the weight is updated at each level of the neural network after the solution is completed. How to solve the weight for updating is explained below.
  • the error function (3) can be converted into the following formula:
  • the weight update function can be defined as:
  • w ji is the weight of the input i of neuron j.
  • ⁇ w ji can be expressed as:
  • the ⁇ of the corresponding layer is substituted into the following formula.
  • Net j ⁇ w ji x ji is the weighted sum of all inputs to neuron j;
  • o j is the output of neuron j
  • t j is the target output of neuron j
  • is the sigmod function
  • DownStream(j) is a collection of all neurons that have the output of neuron j as input;
  • the embodiment of the present invention further provides a D2D traffic transaction method, as shown in FIG. 7, including:
  • step 21 the seller registers with the server, reports its own unit price and the total amount of traffic to be sold, and periodically monitors its own status information, and reports the status information to the server.
  • the status information includes network status, geographic location, and the like.
  • step 22 the buyer registers with the server, reports its own unit price and the total amount of traffic to be purchased; monitors the surrounding network signals, and transmits the monitored network signal related information to the server.
  • the network signal related information includes an SSID and a MAC address of the hot spot.
  • step 23 the server executes the method of D2D traffic processing described in the above embodiment, and returns the processing result to the buyer.
  • step 24 the buyer establishes a link with the seller and performs data transfer.
  • step 25 the two parties calculate the transmitted traffic in real time and report it to the server for fee settlement.
  • Embodiments of the present invention provide a fair (preventing policy control) D2D traffic processing method, so that a transaction user cannot obtain revenue by publishing false information or hiding information, and on the other hand, achieving a competitive equilibrium effect by balancing the price, so that the market
  • a resource in a resource is priced P, the total supply Q S (P) and the total demand Q D (P) of the resource are equal, optimizing the network configuration scheme and reducing the waste of resources.
  • step 25 the method further includes:
  • step 26 after the data transmission is finished, a notification message is sent to the server, and both the buyer and the seller disconnect the link.
  • the embodiment of the invention further provides a device for processing D2D traffic, as shown in FIG. 8, comprising:
  • a transaction information obtaining module configured to acquire auction information and/or auction information corresponding to each user in the transaction network
  • the equilibrium price calculation module is configured to arrange the total amount of each flow corresponding to each unit price according to the absolute value of each unit price in the transaction network, to obtain the first sequence, and calculate the total amount of traffic M to be sold in the transaction network, according to the The first sequence and the total flow amount M are calculated to obtain an equilibrium price;
  • a transaction user confirmation module configured to determine, according to the first sequence and the equilibrium price, an auction user and a buyer who participate in the transaction in the first round;
  • the transaction implementation module is configured to complete the transaction of the auction user and the buyer user according to a preset policy.
  • the equalization price calculation module further includes an accumulation module and an equilibrium price confirmation module, as shown in FIG.
  • the accumulating module is configured to accumulate the total amount of the traffic corresponding to each unit price according to the order of each unit price in the first sequence from high to low;
  • the equalization price confirmation module is configured to confirm the total amount of the traffic to which the M+1 belongs when accumulating the M+1, and the unit price corresponding to the confirmed total traffic is the equilibrium price.
  • the transaction user confirmation module including an auction user confirmation module and a purchase user confirmation module, as shown in FIG. 10, specifically:
  • the auction user confirmation module is configured to determine that the first round of auction users participating in the transaction is one or more sellers in the first sequence and the unit price sold is greater than the equilibrium price, and the M+1 Attributable seller;
  • the auction user confirmation module is configured to determine that the first-time bidding purchase user is one or more buyers in the first sequence and the purchased unit price is less than the equilibrium price;
  • the auction user confirmation module is configured to determine that the first round of auction users participating in the transaction is one or more sellers in the first sequence and the unit price sold is greater than the equilibrium price;
  • the auction user confirmation module is configured to determine that the first purchase of the bidding user participating in the transaction is one or more buyers in the first sequence and the purchased unit price is less than the equilibrium price.
  • the embodiment of the invention further provides a device for processing D2D traffic, as shown in FIG. 11, comprising:
  • a memory for storing one or more applications
  • the processor is configured to execute one or more applications stored in the memory, such that the method of D2D traffic processing or the method of D2D traffic transaction described in any of the above embodiments is completed.
  • the embodiment of the invention further provides a system for D2D traffic processing, the system comprising one or more buyer terminals, one or more seller terminals, and a server, wherein the buyer is in need of using network traffic, but lacks traffic Resources or no carrier signals can't link to the state of the network; sellers can link to the network (via the network provided by the carrier, or wifi), hoping to exchange network traffic for revenue. Different sellers may link to different carrier networks, and their own self-pay is also different, so the seller will provide different traffic prices, as shown in Figure 12, specific:
  • the seller terminal is configured to register with the server, report its own unit price and the total amount of traffic to be sold, and periodically monitor its own status information, and report the status information to the server;
  • the status information includes network status, geographic location, and the like.
  • the buyer terminal is configured to register with the server, report its own unit price and the total amount of traffic to be purchased; monitor surrounding network signals, and send the monitored network signal related information to the server;
  • the network signal related information includes an SSID and a MAC address of the hot spot.
  • the server is configured to acquire the auction information and/or the auction information corresponding to each user in the transaction network; and arrange the total traffic volume corresponding to each unit price according to the absolute value of each unit price in the transaction network.
  • the server in addition to the D2D traffic processing method described in Embodiment 1, the server is also responsible for performing identity verification, matching control, fee settlement, data collection, and the like for the buyer and the seller.
  • the present invention also provides a server based on a distributed architecture design, and the matching seller device and buyer device are shown in FIG. 13, the server includes:
  • the Account Center manages the account information of buyers and sellers and provides certification services. The buyer and the seller must register with the account center before conducting the transaction, and then conduct the transaction after the account center is authenticated;
  • Settlement Center responsible for the settlement of the expenses incurred during the transaction process between the buyer and the seller.
  • both the buyer and the seller run the billing module. After the traffic sharing is completed, the fee is cleared after the two parties submit the confirmation, so as to avoid the billing error caused by the abnormal network disconnection;
  • Timed collection and user information including geographic location, current network speed, current signal strength, etc. Used by the control center for matching decisions;
  • Control Center The core module of the system, running matching algorithms, matching buyers and sellers. Before using the network, the buyer needs to send the SSID and mac address of the WI-FI hotspot list that he has searched to the control module.
  • the control module runs a matching algorithm according to the data collected by the data acquisition module, and matches the most suitable seller to the buyer;
  • API server Provides the server interface called by the mobile device, and issues the request to each service module, reducing the coupling degree of the system and improving the scalability.
  • the seller terminal/buyer terminal includes:
  • Account module responsible for registering with the client server, and logging in. Manage account rates, etc.
  • Detection module Detect current network status, geographic location information, surrounding wifi hotspot list and other information. And reported to the server;
  • Billing module responsible for traffic statistics during the transaction process
  • Link management report the server request, and link to the corresponding node according to the matching result of the server;
  • the method for implementing the D2D traffic transaction described in the embodiment 6 is specifically implemented in the server of the distributed architecture according to the embodiment, and is not specifically described herein.
  • ROM Read Only Memory
  • RAM Random Access Memory
  • disk optical disk

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Abstract

The present invention relates to the technical field of communications. A method, device and system for processing D2D throughput is disclosed, and the method comprises: acquiring buying information and/or selling information corresponding to respective users in a transaction network; sorting, in descending order, an absolute value of each unit price in the transaction network and arranging throughput packets corresponding to each unit price to obtain a first sequence, calculating a total amount of throughput M to be sold in the transaction network and calculating to obtain a balanced price according to the first sequence and the total amount of throughput M; determining a selling user and a buying user participating in a transaction in a first round according to the first sequence and the balanced price; and completing a transaction between the selling user and the buying user according to a preset policy. The present invention provides a fair method for processing D2D throughput, thus preventing a transaction user from profiting from publishing false information or hiding information; additionally, the present invention optimizes the scheme of network configuration and reduces a waste of resources by using a balanced price to achieve a balanced competition.

Description

一种D2D流量处理的方法、装置和系统Method, device and system for D2D traffic processing 【技术领域】[Technical Field]
本发明涉及通信技术领域,特别是涉及一种D2D流量处理的方法、装置和系统。The present invention relates to the field of communications technologies, and in particular, to a method, apparatus, and system for D2D traffic processing.
【背景技术】【Background technique】
移动通信诞生以来高速发展,移动上网流量每年高速增加,作为发展最迅速的网络技术,移动互联网需要支持大量不同类型的业务,各种业务对网络资源的服务需求急剧增加,使得移动网络在资源分配和对各种业务传输的合理性、公平性、高效性等问题上面临着很大的挑战。因此,合理高效地分配网络资源,已经成为当前移动网络的研究热点。Since the birth of mobile communication, the rapid development of mobile Internet traffic has increased at a high speed every year. As the fastest-growing network technology, the mobile Internet needs to support a large number of different types of services. The service demand of various services for network resources has increased dramatically, making mobile networks allocate resources. And facing a lot of challenges in the rationality, fairness and efficiency of various business transmissions. Therefore, the reasonable and efficient allocation of network resources has become a research hotspot of current mobile networks.
为了改善以上问题,本研究提出了一套基于D2D技术的博弈竞价的资源分配模型与算法,保证买卖双方进行正常估价,通过价格的高低来分配资源。In order to improve the above problems, this study proposes a resource allocation model and algorithm for game bidding based on D2D technology to ensure that buyers and sellers conduct normal valuation and allocate resources through price.
Lee K.D.提出了一种基于节点的公平资源分配算法(Lee算法)。该算法将子载波和功率分配问题分成两个子问题,即首先由mesh路由器(meshrouter,MR)为mesh客户端(Mesh client,MC)分配子载波数,然后每个mesh客户端为与其相连的其他所有连接再分配功率和子载波。算法将这两个子问题都建模成基于最大化纳什议价解(Nash bargaining solution,NBS)的算法模型,并且第二个子问题将非线性混合整数规划问题转化成为时分调度问题。该方法在理论上是成立的,但实际中比较难以实现,因为它涉及到另外的时间分配的问题,因此特别不适用于实时业务。Lee K.D. proposed a node-based fair resource allocation algorithm (Lee algorithm). The algorithm divides the subcarrier and power allocation problem into two sub-problems, that is, first, the mesh router (meshrouter, MR) allocates the number of subcarriers for the mesh client (MC), and then each mesh client is connected to the other. All connections redistribute power and subcarriers. The algorithm models these two sub-problems into an algorithm model based on the Nash bargaining solution (NBS), and the second sub-problem transforms the nonlinear mixed integer programming problem into a time-division scheduling problem. This method is theoretically true, but it is more difficult to implement in practice because it involves additional time allocation issues and is therefore particularly unsuitable for real-time services.
Chen等人对基于802.16的网络中的频谱复用问题进行了深入研究,提出了一种包含时隙分配、带宽分配和实时业务带宽保证的集成框架,解决了给定每个客户链路质量和基站上行/下行链路的带宽需求等条件下的资源分配问题。这种算法仅仅是从某个角度来解决资源分配问题,都没有在根本上保证资源分配 具有较好的利用率。Chen et al. conducted an in-depth study on the spectrum reuse problem in 802.16-based networks, and proposed an integrated framework including time slot allocation, bandwidth allocation and real-time service bandwidth guarantee, which solved the quality of each customer link and Resource allocation problem under conditions such as bandwidth requirements of the uplink/downlink of the base station. This kind of algorithm only solves the resource allocation problem from a certain angle, and does not fundamentally guarantee the resource allocation. Has a good utilization rate.
鉴于此,克服该现有技术所存在的缺陷是本技术领域亟待解决的问题。In view of this, overcoming the deficiencies of the prior art is an urgent problem to be solved in the art.
【发明内容】[Summary of the Invention]
本发明要解决的技术问题是解决现有技术中资源分配利用率低的问题。The technical problem to be solved by the present invention is to solve the problem of low resource allocation utilization in the prior art.
本发明采用如下技术方案:The invention adopts the following technical solutions:
第一方面,本发明提供了一种D2D流量处理的方法,包括:In a first aspect, the present invention provides a method for D2D traffic processing, including:
获取交易网络中各用户相对应的拍买信息和/或拍卖信息,其中所述拍买信息包括所要购买的流量包和购买的单价,所述拍卖信息包括所要出售的流量包和出售的单价;Obtaining the auction information and/or the auction information corresponding to each user in the transaction network, wherein the auction information includes the flow package to be purchased and the unit price of the purchase, and the auction information includes the flow package to be sold and the unit price of the sale;
按照交易网络中各单价的绝对值由大到小顺序,排列各单价所对应的各流量包,得到第一序列,计算交易网络中所要出售的流量总额M,根据所述第一序列和流量总额M计算得到均衡价格;According to the absolute value of each unit price in the transaction network, the flow packets corresponding to each unit price are arranged in a descending order, and a first sequence is obtained, and the total amount of traffic M to be sold in the transaction network is calculated, according to the first sequence and the total amount of traffic. M calculates the equilibrium price;
根据所述第一序列和所述均衡价格,确定第一轮参与交易的拍卖用户和拍买用户;Determining, according to the first sequence and the equilibrium price, an auction user and a buyer who participate in the transaction in the first round;
按照预设策略完成所述拍卖用户和拍买用户的交易。The transaction between the auction user and the buyer user is completed according to a preset policy.
优选的,所述根据所述第一序列和流量总额M计算得到均衡价格,具体包括:Preferably, the calculating the equilibrium price according to the first sequence and the total flow M, specifically includes:
按照第一序列中各单价从高到低的顺序依次累加各单价所对应的流量包,直到累加值达到M+1时,确认构成M+1累加值的流量所归属的流量包,则确认出的所述流量包所对应的单价即为均衡价格。According to the order of each unit price in the first sequence, the flow packets corresponding to the unit price are sequentially accumulated until the accumulated value reaches M+1, and the flow packet to which the traffic constituting the M+1 accumulated value belongs is confirmed, and then the flow packet is confirmed. The unit price corresponding to the traffic packet is the equilibrium price.
优选的,根据所述第一序列和所述均衡价格,确定第一轮参与交易的拍卖用户和拍买用户,具体包括:Preferably, determining, according to the first sequence and the equalization price, the first round of auction users and the auction users participating in the transaction, specifically comprising:
当所述M+1所归属的流量包属于卖家时,确定第一轮参与交易的拍卖用户为所述第一序列中的、且出售的单价大于所述均衡价格的一个或者多个卖家,以及所述M+1所归属的卖家;确定第一轮参与交易的拍买用户为所述第一序列中的、且购买的单价小于所述均衡价格的一个或者多个买家;When the traffic packet to which the M+1 belongs belongs to the seller, determining that the auction user participating in the first round of the transaction is one or more sellers in the first sequence and selling the unit price greater than the equilibrium price, and The seller to which the M+1 belongs; determining that the first-round participating user of the transaction is the one or more buyers in the first sequence and the purchased unit price is less than the equilibrium price;
当所述M+1所归属的流量包属于买家时,确定第一轮参与交易的拍卖用户 为所述第一序列中的、且出售的单价大于所述均衡价格的一个或者多个卖家;确定第一轮参与交易的拍买用户为所述第一序列中的、且购买的单价小于所述均衡价格的一个或者多个买家。Determining the first round of auction users participating in the transaction when the traffic packet to which the M+1 belongs belongs to the buyer a one or more sellers in the first sequence that are sold at a unit price greater than the equilibrium price; determining that the first round of the bidding user participating in the transaction is in the first sequence, and the purchased unit price is less than One or more buyers who balance the price.
优选的,所述按照预设策略完成所述拍卖用户和拍买用户的交易,具体包括:Preferably, the completing the transaction between the auction user and the auction user according to the preset policy, specifically:
步骤A)确认当前拍卖用户中出售的单价最高的第一拍卖用户和拍买用户中购买的单价最高的第一拍买用户,依据各自的流量包完成相应的交易;Step A) confirming that the first auction user who has the highest unit price among the current auction users and the first auction user who has the highest unit price purchased by the auction user completes the corresponding transaction according to the respective flow packets;
若第一拍卖用户与第一拍买用户所对应的流量包正好相等,则排除所述第一拍卖用户与第一拍买用户,在剩余的拍卖用户和拍买用户再次执行步骤A);If the first auction user and the first auction user corresponding to the flow packet are exactly equal, the first auction user and the first auction user are excluded, and the remaining auction users and the auction user are performed again in step A);
若第一拍卖用户与第一拍买用户所对应的流量包不相等,则排除流量包小的一方,并将交易后拥有剩余流量包的一方作为剩余的拍卖用户和拍买用户中的一员,再次执行步骤A)。If the traffic packets corresponding to the first auction user and the first auction user are not equal, the party with the smaller traffic packet is excluded, and the party with the remaining traffic packet after the transaction is regarded as one of the remaining auction users and the auction users. , perform step A) again.
优选的,所述拍买信息和拍卖信息包括除了包括各自的流量包和单价外还包括属性,所述属性具体包括网速、滞留时间、信号强度中的一项或者多项,则所述按照预设策略完成所述拍卖用户和拍买用户的交易,具体还包括:Preferably, the auction information and the auction information include an attribute including a traffic packet and a unit price, and the attribute includes one or more of a network speed, a residence time, and a signal strength, and the The preset strategy completes the transaction between the auction user and the buyer user, and specifically includes:
将所述网速、滞留时间和信号强度中的一项或者多项,与对应单价一同构成权重因子;And one or more of the network speed, the residence time and the signal strength are combined with the corresponding unit price to form a weighting factor;
步骤B)确认当前拍卖用户中出售的单价最高的第一拍卖用户和拍买用户中购买的权重匹配度最高的第一拍买用户,依据各自的流量包完成相应的交易;Step B) confirming that the first auction user with the highest weight matching degree among the first auction user and the auction user with the highest unit price sold in the current auction user completes the corresponding transaction according to the respective traffic packets;
若第一拍卖用户与第一拍买用户所对应的流量包正好相等,则排除所述第一拍卖用户与第一拍买用户,在剩余的拍卖用户和拍买用户再次执行步骤B);If the first auction user and the first auction user corresponding to the flow packet are exactly equal, the first auction user and the first auction user are excluded, and the remaining auction users and the auction user perform step B) again;
若第一拍卖用户与第一拍买用户所对应的流量包不相等,则排除流量包小的一方,并将交易后拥有剩余流量包的一方作为剩余的拍卖用户和拍买用户中的一员,再次执行步骤B)。If the traffic packets corresponding to the first auction user and the first auction user are not equal, the party with the smaller traffic packet is excluded, and the party with the remaining traffic packet after the transaction is regarded as one of the remaining auction users and the auction users. , perform step B) again.
第二方面,本发明提供了一种基于第一方面提出的方法所实现的D2D流量交易方法,包括:In a second aspect, the present invention provides a D2D traffic transaction method implemented by the method according to the first aspect, comprising:
卖家向服务器注册,上报自己的单价和所要出售的流量包,并周期性的监 测自己的状态信息,上报所述状态信息给服务器;The seller registers with the server, reports its unit price and the traffic package to be sold, and periodically monitors it. Measure the status information of the user and report the status information to the server;
买家向服务器注册,上报自己的单价和所要购买的流量包;监测周围的网络信号,并将监测到的网络信号相关信息发送给服务器;The buyer registers with the server, reports his unit price and the traffic packet to be purchased; monitors the surrounding network signal, and sends the monitored network signal related information to the server;
服务器执行权利要求1-5任一所述D2D流量处理的方法,并将处理结果返回给买家;The server performs the method of D2D traffic processing according to any one of claims 1-5, and returns the processing result to the buyer;
买家与卖家建立链接并进行数据传输;The buyer establishes a link with the seller and transmits the data;
双方实时计算传输的流量,并上报服务器进行费用结算。Both parties calculate the transmitted traffic in real time and report it to the server for fee settlement.
优选的,还包括:Preferably, the method further includes:
数据传输结束后,向服务器发送通报消息,买家和卖家双方断开链接。After the data transmission is finished, a notification message is sent to the server, and both the buyer and the seller disconnect the link.
第三方面,本发明提供了一种D2D流量处理的装置,包括:In a third aspect, the present invention provides an apparatus for D2D traffic processing, including:
交易信息获取模块,用于获取交易网络中各用户相对应的拍买信息和/或拍卖信息;a transaction information obtaining module, configured to acquire auction information and/or auction information corresponding to each user in the transaction network;
均衡价格计算模块,用于按照交易网络中各单价的绝对值由大到小顺序,排列各单价所对应的各流量包,得到第一序列,计算交易网络中所要出售的流量总额M,根据所述第一序列和流量总额M计算得到均衡价格;The equilibrium price calculation module is configured to arrange each flow packet corresponding to each unit price according to the absolute value of each unit price in the transaction network, to obtain a first sequence, and calculate a total amount of traffic M to be sold in the transaction network, according to the The first sequence and the total flow amount M are calculated to obtain an equilibrium price;
交易用户确认模块,用于根据所述第一序列和所述均衡价格,确定第一轮参与交易的拍卖用户和拍买用户;a transaction user confirmation module, configured to determine, according to the first sequence and the equilibrium price, an auction user and a buyer who participate in the transaction in the first round;
交易实施模块,用于按照预设策略完成所述拍卖用户和拍买用户的交易。The transaction implementation module is configured to complete the transaction of the auction user and the buyer user according to a preset policy.
优选的,所述均衡价格计算模块还包括累加模块和均衡价格确认模块,具体的:Preferably, the equalization price calculation module further includes an accumulation module and an equilibrium price confirmation module, specifically:
所述累加模块,用于按照第一序列中各单价从高到低的顺序依次累加各单价所对应的流量包;The accumulating module is configured to sequentially accumulate the flow packets corresponding to the unit price according to the unit price in the first sequence from high to low;
所述均衡价格确认模块,用于在累加到M+1时,确认构成M+1累加值的流量所归属的流量包,则确认出的所述流量包所对应的单价即为均衡价格。The equalization price confirmation module is configured to confirm, when accumulating to M+1, the flow packet to which the traffic constituting the M+1 accumulated value belongs, and the unit price corresponding to the confirmed traffic packet is the equilibrium price.
优选的,所述交易用户确认模块,包括拍卖用户确认模块和拍买用户确认模块,具体的:Preferably, the transaction user confirmation module includes an auction user confirmation module and a purchase user confirmation module, specifically:
当所述M+1所归属的流量包属于卖家时, When the traffic packet to which the M+1 belongs belongs to the seller,
所述拍卖用户确认模块,用于确定第一轮参与交易的拍卖用户为所述第一序列中的、且出售的单价大于所述均衡价格的一个或者多个卖家,以及所述M+1所归属的卖家;The auction user confirmation module is configured to determine that the first round of auction users participating in the transaction is one or more sellers in the first sequence and the unit price sold is greater than the equilibrium price, and the M+1 Attributable seller;
所述拍买用户确认模块,用于确定第一轮参与交易的拍买用户为所述第一序列中的、且购买的单价小于所述均衡价格的一个或者多个买家;The auction user confirmation module is configured to determine that the first-time bidding purchase user is one or more buyers in the first sequence and the purchased unit price is less than the equilibrium price;
当所述M+1所归属的流量包属于买家时,When the traffic packet to which the M+1 belongs belongs to the buyer,
所述拍卖用户确认模块,用于确定第一轮参与交易的拍卖用户为所述第一序列中的、且出售的单价大于所述均衡价格的一个或者多个卖家;The auction user confirmation module is configured to determine that the first round of auction users participating in the transaction is one or more sellers in the first sequence and the unit price sold is greater than the equilibrium price;
所述拍买用户确认模块,用于确定第一轮参与交易的拍买用户为所述第一序列中的、且购买的单价小于所述均衡价格的一个或者多个买家。The auction user confirmation module is configured to determine that the first purchase of the bidding user participating in the transaction is one or more buyers in the first sequence and the purchased unit price is less than the equilibrium price.
第四方面,本发明提供了一种D2D流量处理的装置,包括:In a fourth aspect, the present invention provides an apparatus for D2D traffic processing, including:
存储器,用于存储一个或者多个应用程序;a memory for storing one or more applications;
处理器,用于运行存储器中存储的一个或者多个应用程序,使得完成第一方面或第二方面所述的D2D流量处理的方法或D2D流量交易的方法。The processor is configured to execute one or more applications stored in the memory, such as the method of D2D traffic processing or the method of D2D traffic transaction of the first aspect or the second aspect.
第五方面,本发明提供了一种D2D流量处理的系统,所述系统包括一个或者多个买家终端,一个或者多个卖家终端,以及服务器,具体的:In a fifth aspect, the present invention provides a system for D2D traffic processing, the system comprising one or more buyer terminals, one or more seller terminals, and a server, specifically:
所述卖家终端,用于向服务器注册,上报自己的单价和所要出售的流量包,并周期性的监测自己的状态信息,上报所述状态信息给服务器;The seller terminal is configured to register with the server, report its own unit price and the traffic packet to be sold, and periodically monitor its own status information, and report the status information to the server;
所述买家终端,用于向服务器注册,上报自己的单价和所要购买的流量包;监测周围的网络信号,并将监测到的网络信号相关信息发送给服务器;The buyer terminal is configured to register with the server, report its own unit price and the traffic packet to be purchased; monitor the surrounding network signal, and send the monitored network signal related information to the server;
所述服务器,用于获取交易网络中各用户相对应的拍买信息和/或拍卖信息;按照交易网络中各单价的绝对值由大到小顺序,排列各单价所对应的各流量包,得到第一序列,计算交易网络中所要出售的流量总额M,根据所述第一序列和流量总额M计算得到均衡价格;根据所述第一序列和所述均衡价格,确定第一轮参与交易的拍卖用户和拍买用户;按照预设策略完成所述拍卖用户和拍买用户的交易。The server is configured to acquire the auction information and/or the auction information corresponding to each user in the transaction network; and arrange each flow packet corresponding to each unit price according to the absolute value of each unit price in the transaction network. a first sequence of calculating a total amount of traffic M to be sold in the transaction network, calculating an equilibrium price based on the first sequence and the total amount of traffic M; determining an auction of the first round of participating transactions based on the first sequence and the equilibrium price The user and the buyer are purchased; the transaction of the auction user and the buyer is completed according to a preset policy.
与现有技术相比,本发明的有益效果在于:本发明提供了一种公平的(防 止策略操控)D2D流量处理的方法,使得交易用户通过发布虚假信息或者隐藏信息无法得到收益,另一方面,通过均衡价格达到竞争均衡的效果,使得市场中的某个资源定价为P时,该资源的总供应量QS(P)和总需求量QD(P)是相等的,优化了网络配置方案,减少了资源的浪费。Compared with the prior art, the present invention has the beneficial effects that the present invention provides a fair (preventing policy manipulation) D2D traffic processing method, so that a transaction user cannot obtain revenue by publishing false information or hiding information. By balancing the price to achieve a competitive equilibrium effect, when a resource in the market is priced as P, the total supply Q S (P) and total demand Q D (P) of the resource are equal, optimizing the network configuration. The program reduces the waste of resources.
【附图说明】[Description of the Drawings]
图1是本发明实施例提供的一种D2D流量处理的方法的流程示意图;1 is a schematic flowchart of a method for processing D2D traffic according to an embodiment of the present invention;
图2是本发明实施例提供的一种D2D流量处理的方法的流程示意图;2 is a schematic flowchart of a method for processing D2D traffic according to an embodiment of the present invention;
图3是本发明实施例提供的一种D2D流量处理的方法的流程示意图;3 is a schematic flowchart of a method for processing D2D traffic according to an embodiment of the present invention;
图4是本发明实施例提供的一种D2D流量处理的方法的流程示意图;4 is a schematic flowchart of a method for processing D2D traffic according to an embodiment of the present invention;
图5是本发明实施例提供的一种神经网络算法架构示意图;FIG. 5 is a schematic structural diagram of a neural network algorithm according to an embodiment of the present invention; FIG.
图6是本发明实施例提供的一种神经网络算法局部架构示意图;6 is a schematic diagram of a partial architecture of a neural network algorithm according to an embodiment of the present invention;
图7是本发明实施例提供的一种D2D流量交易的方法的流程示意图;7 is a schematic flowchart of a method for D2D traffic transaction according to an embodiment of the present invention;
图8是本发明实施例提供的一种D2D流量处理的装置的结构示意图;FIG. 8 is a schematic structural diagram of an apparatus for processing D2D traffic according to an embodiment of the present invention;
图9是本发明实施例提供的一种D2D流量处理的装置的结构示意图FIG. 9 is a schematic structural diagram of an apparatus for processing D2D traffic according to an embodiment of the present invention;
图10是本发明实施例提供的一种D2D流量处理的装置的结构示意图FIG. 10 is a schematic structural diagram of an apparatus for processing D2D traffic according to an embodiment of the present invention;
图11是本发明实施例提供的一种D2D流量处理的装置的结构示意图FIG. 11 is a schematic structural diagram of an apparatus for processing D2D traffic according to an embodiment of the present invention;
图12是本发明实施例提供的一种D2D流量处理的系统的架构示意图;FIG. 12 is a schematic structural diagram of a D2D traffic processing system according to an embodiment of the present invention;
图13是本发明实施例提供的一种D2D流量处理的服务器的结构示意图;FIG. 13 is a schematic structural diagram of a server for processing D2D traffic according to an embodiment of the present disclosure;
图14是本发明实施例提供的一种D2D流量处理的方法流程示意图。FIG. 14 is a schematic flowchart of a method for processing D2D traffic according to an embodiment of the present invention.
【具体实施方式】【detailed description】
为了使本发明的目的、技术方案及优点更加清楚明白,以下结合附图及实施例,对本发明进行进一步详细说明。应当理解,此处所描述的具体实施例仅仅用以解释本发明,并不用于限定本发明。The present invention will be further described in detail below with reference to the accompanying drawings and embodiments. It is understood that the specific embodiments described herein are merely illustrative of the invention and are not intended to limit the invention.
在本发明的描述中,术语“内”、“外”、“纵向”、“横向”、“上”、“下”、“顶”、“底”等指示的方位或位置关系为基于附图所示的方位或位置关系,仅是为了便于描述本发明而不是要求本发明必须以特定的方位构造和操作,因此不应当理解为对本发明的限制。 In the description of the present invention, the orientations or positional relationships of the terms "inner", "outer", "longitudinal", "transverse", "upper", "lower", "top", "bottom", etc. are based on the drawings. The orientation or positional relationship shown is for the purpose of describing the present invention and is not intended to be a limitation of the invention.
此外,下面所描述的本发明各个实施方式中所涉及到的技术特征只要彼此之间未构成冲突就可以相互组合。Further, the technical features involved in the various embodiments of the present invention described below may be combined with each other as long as they do not constitute a conflict with each other.
D2D技术是指移动终端在蜂窝网辅助下或是无蜂窝网覆盖时直接进行通信的技术。该技术的应用实质上降低了移动信对传统基站的依赖,具有广阔的商用模式和现实意义,因此得到若干国家运营商的支持。D2D technology refers to the technology that the mobile terminal directly communicates when it is assisted by the cellular network or when there is no cellular network coverage. The application of this technology substantially reduces the dependence of mobile letters on traditional base stations, has a broad commercial model and practical significance, and is therefore supported by several national operators.
本发明实施例提供了一个具有独立、私有竞价的、竞争均衡的、公平双向的拍卖模型。所述D2D流量处理的方法、装置和系统均由所述拍卖模型从不同维度进行的描述。在该拍卖模型中,优选的每个交易用户仅知道自己对拍卖品的报价,而不知道其他人的报价,并且每个用户的报价相互独立,不依赖他人的报价。下面将D2D流量处理的方法、装置和系统几个维度具体阐述本发明的内容。在本发明各实施例中,假设买家的购买的单价在程序中的表现是小于零的值,而卖家的出售的单价在程序中的表现是大于零的值。The embodiment of the invention provides an auction model with independent, private bidding, competitive equilibrium and fair bidirectional. The method, apparatus, and system for D2D traffic processing are described by the auction model from different dimensions. In the auction model, each of the preferred trading users only knows their own quotation for the auction item, and does not know the quotation of other people, and each user's quotation is independent of each other and does not depend on the quotation of others. The content of the present invention will be specifically described below in several dimensions of the method, apparatus and system of D2D traffic processing. In various embodiments of the present invention, it is assumed that the unit price of the purchase of the buyer is less than zero in the program, and the unit price of the seller's sale in the program is a value greater than zero.
实施例1:Example 1:
本发明实施例1提供了一种D2D流量处理的方法,如图1所示,包括:Embodiment 1 of the present invention provides a method for processing D2D traffic, as shown in FIG. 1, including:
在步骤201中,获取交易网络中各用户相对应的拍买信息和/或拍卖信息。In step 201, the auction information and/or auction information corresponding to each user in the transaction network is acquired.
其中所述拍买信息包括所要购买的流量包和购买的单价,所述拍卖信息包括所要出售的流量包和出售的单价。The auction information includes a flow package to be purchased and a unit price purchased, and the auction information includes a flow package to be sold and a unit price for sale.
在步骤202中,按照交易网络中各单价的绝对值由大到小顺序,排列各单价所对应的各流量包,得到第一序列,计算交易网络中所要出售的流量总额M,根据所述第一序列和流量总额M计算得到均衡价格。In step 202, according to the absolute value of each unit price in the transaction network, the flow packets corresponding to each unit price are arranged in a descending order, to obtain a first sequence, and the total amount of traffic M to be sold in the transaction network is calculated, according to the first A sequence and total flow M are calculated to obtain an equilibrium price.
在步骤203中,根据所述第一序列和所述均衡价格,确定第一轮参与交易的拍卖用户和拍买用户。In step 203, based on the first sequence and the equilibrium price, an auction user and a buyer who participate in the transaction in the first round are determined.
在本发明各实施例中,拍卖用户和拍买用户特指在步骤203中确定出来的交易用户,而各实施例中的买家、卖家则用来统称整个交易网络中的交易用户。In the embodiments of the present invention, the auction user and the auction user specifically refer to the transaction users determined in step 203, and the buyers and sellers in the embodiments are used to collectively refer to the transaction users in the entire transaction network.
在步骤204中,按照预设策略完成所述拍卖用户和拍买用户的交易。In step 204, the transaction between the auction user and the auction user is completed in accordance with a preset policy.
本发明实施例提供了一种公平的(防止策略操控)D2D流量处理的方法,使得交易用户通过发布虚假信息或者隐藏信息无法得到收益,另一方面,通过均 衡价格达到竞争均衡的效果,使得市场中的某个资源定价为P时,该资源的总供应量QS(P)和总需求量QD(P)是相等的,优化了网络配置方案,减少了资源的浪费。Embodiments of the present invention provide a fair (preventing policy control) D2D traffic processing method, so that a transaction user cannot obtain revenue by publishing false information or hiding information, and on the other hand, achieving a competitive equilibrium effect by balancing the price, so that the market When a resource in a resource is priced P, the total supply Q S (P) and the total demand Q D (P) of the resource are equal, optimizing the network configuration scheme and reducing the waste of resources.
实施例2:Example 2:
结合本发明实施例1,所述根据所述第一序列和流量总额M计算得到均衡价格,存在一种优选的实现方案,具体包括:With reference to the first embodiment of the present invention, the calculation of the equilibrium price according to the first sequence and the total flow rate M, there is a preferred implementation, which specifically includes:
按照第一序列中各单价从高到低的顺序依次累加各单价所对应的流量包,直到累加值达到M+1时,确认构成M+1累加值的流量所归属的流量包,则确认出的所述流量包所对应的单价即为均衡价格。According to the order of each unit price in the first sequence, the flow packets corresponding to the unit price are sequentially accumulated until the accumulated value reaches M+1, and the flow packet to which the traffic constituting the M+1 accumulated value belongs is confirmed, and then the flow packet is confirmed. The unit price corresponding to the traffic packet is the equilibrium price.
上述优选的实现方案在转化为程序实现时,所述第一序列存在一种可选的实现方式,如图2所示,即将步骤202中“按照交易网络中各单价的绝对值由大到小顺序,排列各单价所对应的各流量包,得到第一序列”具体执行为:When the above preferred implementation is converted into a program implementation, the first sequence has an optional implementation manner, as shown in FIG. 2, that is, in step 202, “in accordance with the absolute value of each unit price in the transaction network, from large to small. In order, each flow packet corresponding to each unit price is arranged to obtain a first sequence. The specific execution is as follows:
在步骤2021中,将各流量包拆分为单位量级(例如:以1M为单位量级)的子流量,且各子流量对应着各自的单位报价。In step 2021, each flow packet is split into sub-flows of unit magnitude (eg, on the order of 1M), and each sub-flow corresponds to a respective unit offer.
假设交易网络中有m个卖家,其总的出售的流量总额为M,交易网络中有n个买家,其购买的流量总额为N。l=m+n为交易用户的总数。每轮交易中,交易用户都要将自己的出售的流量包(购买的流量包)Ki∈[1,l]以及自己的出价pi∈[1,l]上报给系统。我们定义将所有出价排序,得到如下价格集合:Suppose there are m sellers in the trading network, the total amount of traffic sold is M, and there are n buyers in the trading network, and the total amount of traffic purchased is N. l=m+n is the total number of trading users. In each round of trading, the trading user must report his sold traffic packet (purchased traffic packet) K i ∈ [1, l] and his own bid p i ∈ [1, l] to the system. We define sorting all bids to get the following price set:
Figure PCTCN2016104044-appb-000001
Figure PCTCN2016104044-appb-000001
其中。Ki表示归属于pi单价下的交易用户i的流量包,pi为单价。among them. K i represents a package deal flow attributable to users in the unit price of i p i, p i is the unit price.
在步骤2022中,按照交易网络中各单价的绝对值由大到小顺序,排列从所述各流量包拆分出的子流量。In step 2022, the sub-flows split from the respective flow packets are arranged in descending order of the absolute values of the unit prices in the transaction network.
所述排序过程可采用以下程序代码1执行完成所述排列过程: The sorting process may be performed by the following program code 1 to complete the sorting process:
程序代码1:Program code 1:
for(i=1;1<=M;i++)doFor(i=1;1<=M;i++)do
p[i]=|p[i]|;//p[i]=|p[i]|;;//
end forEnd for
//这里p[1…L]表示由集合(1)中所有子流量所构成的数组//where p[1...L] represents an array of all sub-flows in the set (1)
sort p[1…L]in a descending orderSort p[1...L]in a descending order
return p[M+1];Return p[M+1];
其中,sort p[1…L]in a descending order利用排序函数完成了第一序列的获得。Among them, sort p[1...L]in a descending order uses the sorting function to complete the acquisition of the first sequence.
则步骤202中另一部分“计算交易网络中所要出售的流量总额M,根据所述第一序列和流量总额M计算得到均衡价格”,具体可以直接通过上述执行代码中return p[M+1]完成。Then another part of step 202 "calculates the total amount of traffic M to be sold in the transaction network, and calculates the equilibrium price according to the first sequence and the total flow M", which can be directly completed by return p[M+1] in the above execution code. .
需要强调的是,上述集合1仅为了阐述的方便,将不同的交易用户所给予的单价默认为一个值。而实际应用中,一个卖家可能会提供多个出售的流量包,而各流量包的可能也会制订不同的单价。以Kx用户为卖家,且指定了三个不同单价的流量包举例,其完成步骤2021转化后如下集合(2)所示:It should be emphasized that the above-mentioned set 1 is only for convenience of explanation, and the unit price given by different transaction users is defaulted to one value. In actual applications, a seller may provide multiple sales packets, and each traffic package may have a different unit price. The Kx user is the seller, and three different unit price flow packets are specified. After completing the step 2021, the following set (2) is shown:
Figure PCTCN2016104044-appb-000002
Figure PCTCN2016104044-appb-000002
类似上述集合(2)的情况,同样适合本发明实施例来完成。The case similar to the above set (2) is also suitable for the embodiment of the present invention.
实施例3:Example 3:
结合本发明实施例1,存在一种优选的实现方案,根据所述第一序列和所述均衡价格,确定第一轮参与交易的拍卖用户和拍买用户,具体包括:With reference to the first embodiment of the present invention, there is a preferred implementation. According to the first sequence and the equalization price, the first round of auction users and the auction users participating in the transaction are determined, including:
当所述M+1所归属的流量总额属于卖家时,确定第一轮参与交易的拍卖用户为所述第一序列中的、且出售的单价大于所述均衡价格的一个或者多个卖家,以及所述M+1所归属的卖家;确定第一轮参与交易的拍买用户为所述第一序列中的、且购买的单价小于所述均衡价格的一个或者多个买家; When the total amount of traffic to which the M+1 belongs belongs to the seller, determining that the auction user of the first round of participating transactions is one or more sellers in the first sequence and selling the unit price greater than the equilibrium price, and The seller to which the M+1 belongs; determining that the first-round participating user of the transaction is the one or more buyers in the first sequence and the purchased unit price is less than the equilibrium price;
当所述M+1所归属的流量总额属于买家时,确定第一轮参与交易的拍卖用户为所述第一序列中的、且出售的单价大于所述均衡价格的一个或者多个卖家;确定第一轮参与交易的拍买用户为所述第一序列中的、且购买的单价小于所述均衡价格的一个或者多个买家。When the total amount of traffic to which the M+1 belongs belongs to the buyer, determining that the auction user of the first round of participating transactions is one or more sellers in the first sequence and selling the unit price greater than the equilibrium price; It is determined that the first round of the bidding user participating in the transaction is one or more buyers in the first sequence and the purchased unit price is less than the equilibrium price.
其中,确定第一轮参与交易的拍卖用户为所述第一序列中的、且出售的单价大于所述均衡价格的一个或者多个卖家;确定第一轮参与交易的拍买用户为所述第一序列中的、且购买的单价小于所述均衡价格的一个或者多个买家,可以通过下属程序代码2实现:Wherein, determining that the first round of auction users participating in the transaction is one or more sellers in the first sequence and selling the unit price greater than the equilibrium price; determining that the first round of participating users of the transaction is the One or more buyers in a sequence and purchased at a unit price less than the equilibrium price may be implemented by subordinate program code 2:
程序代码2:Program code 2:
Figure PCTCN2016104044-appb-000003
Figure PCTCN2016104044-appb-000003
其中,J为确认出的包含了拍卖用户和拍买用户的集合。Among them, J is a confirmed collection containing the auction user and the buyer.
实施例4:Example 4:
结合本发明上述各实施例,所述按照预设策略完成所述拍卖用户和拍买用户的交易,如图3所示,具体包括:With reference to the foregoing embodiments of the present invention, the transaction of the auction user and the auction user is completed according to a preset policy, as shown in FIG. 3, which specifically includes:
在步骤2041中,确认当前拍卖用户中出售的单价最高的第一拍卖用户和拍买用户中购买的单价最高的第一拍买用户,依据各自的流量包完成相应的交易。In step 2041, it is confirmed that the first auction user who has the highest unit price sold in the current auction user and the first auction user who has the highest unit price purchased in the auction user complete the corresponding transaction according to the respective traffic packets.
在步骤2042中,确认第一拍卖用户与第一拍买用户所对应的流量包大小是否相等。如果相等则执行步骤2043;如果不想等则执行步骤2044.In step 2042, it is confirmed whether the size of the traffic packet corresponding to the first auction user and the first auction user is equal. If they are equal, step 2043 is performed; if not, step 2044 is performed.
在步骤2043中,排除所述第一拍卖用户与第一拍买用户,确认拍卖用户和拍买用户交易是否完成,若没完成则在剩余的拍卖用户和拍买用户中再次执行步骤2041,若完成了则结束交易; In step 2043, the first auction user and the first auction user are excluded, and it is confirmed whether the auction user and the auction user transaction are completed. If not, the step 2041 is performed again in the remaining auction users and the auction users. Finished the transaction;
在步骤2044中,排除流量总额小的一方,并将交易后拥有剩余流量总额的一方作为剩余的拍卖用户和拍买用户中的一员,再次执行步骤2041。In step 2044, the party having the smaller total amount of traffic is excluded, and the party having the total amount of remaining traffic after the transaction is regarded as one of the remaining auction users and the auction users, and step 2041 is executed again.
实施例5:Example 5:
结合本发明上述各实施例,所述拍买信息和拍卖信息包括除了包括各自的流量总额和单价外还包括属性,所述属性具体包括网速、滞留时间、信号强度中的一项或者多项,则所述按照预设策略完成所述拍卖用户和拍买用户的交易,如图4所示,具体还包括:In conjunction with the above embodiments of the present invention, the auction information and the auction information include an attribute including a total amount of traffic and a unit price, and the attribute includes one or more of a network speed, a residence time, and a signal strength. The transaction of the auction user and the buyer user is completed according to the preset policy, as shown in FIG. 4, and specifically includes:
将所述网速、滞留时间和信号强度中的一项或者多项,与对应单价一同构成权重因子;And one or more of the network speed, the residence time and the signal strength are combined with the corresponding unit price to form a weighting factor;
在步骤2041’,确认当前拍卖用户中出售的单价最高的第一拍卖用户和拍买用户中购买的权重匹配度最高的第一拍买用户,依据各自的流量包完成相应的交易;In step 2041', it is confirmed that the first auction user with the highest weight matching degree among the first auction user and the auction user who have the highest unit price sold in the current auction user completes the corresponding transaction according to the respective traffic packets;
在步骤2042’,确认第一拍卖用户与第一拍买用户所对应的流量包大小正好相等,则排除所述第一拍卖用户与第一拍买用户,确认拍卖用户和拍买用户交易是否完成,若没完成在剩余的拍卖用户和拍买用户再次执行步骤2041’,若完成了则结束交易;In step 2042', it is confirmed that the size of the traffic packet corresponding to the first auction user and the first auction user are exactly equal, and the first auction user and the first auction user are excluded, and whether the transaction between the auction user and the auction user is completed is confirmed. If the remaining auction users and the buyer are not completed, the step 2041' is executed again, and if the completion is completed, the transaction is ended;
在步骤2043’,确认第一拍卖用户与第一拍买用户所对应的流量包大小不相等,则排除流量总额小的一方,并将交易后拥有剩余流量总额的一方作为剩余的拍卖用户和拍买用户中的一员,再次执行步骤2041’。In step 2043', it is confirmed that the size of the traffic packet corresponding to the first auction user and the first auction user is not equal, the party with the smaller total traffic amount is excluded, and the party with the remaining total traffic after the transaction is regarded as the remaining auction user and the shooter. To buy one of the users, perform step 2041' again.
本发明实施例,针对上述各实施例只考虑价格的情况,提出的基于拍卖双边的交易算法;针对多属性的情况,提出基于推荐算法的交易模型。In the embodiment of the present invention, the transaction algorithm based on auction bilateral is proposed for the above embodiments in consideration of only the price, and the transaction model based on the recommendation algorithm is proposed for the case of multiple attributes.
在考虑多属性的情况下,每次用户给出真实评分后,在神经网络的每一层在完成求解后更新权值,下面将讲解如何来求解用于更新的权值。In the case of considering multiple attributes, each time the user gives a true score, the weight is updated at each level of the neural network after the solution is completed. How to solve the weight for updating is explained below.
首先定义神经网络中误差函数为:First define the error function in the neural network as:
Figure PCTCN2016104044-appb-000004
Figure PCTCN2016104044-appb-000004
其中,ok为神经元k的输出,tk为神经元k的目标输出,outputs为输出层 的所有神经元集合。结合本发明实施例,所述误差函数(3)可转化为下式:Where o k is the output of neuron k, t k is the target output of neuron k, and outputs is the set of all neurons of the output layer. According to an embodiment of the invention, the error function (3) can be converted into the following formula:
Figure PCTCN2016104044-appb-000005
Figure PCTCN2016104044-appb-000005
为了减小误差,权值更新函数可定义为:To reduce the error, the weight update function can be defined as:
Figure PCTCN2016104044-appb-000006
Figure PCTCN2016104044-appb-000006
其中wji为神经元j的输入i的权值。Where w ji is the weight of the input i of neuron j.
求解过程为:The solution process is:
Figure PCTCN2016104044-appb-000007
Figure PCTCN2016104044-appb-000007
5.1、对于输出层,如图5所示:5.1, for the output layer, as shown in Figure 5:
Figure PCTCN2016104044-appb-000008
Figure PCTCN2016104044-appb-000008
其中:among them:
Figure PCTCN2016104044-appb-000009
Figure PCTCN2016104044-appb-000009
Figure PCTCN2016104044-appb-000010
Figure PCTCN2016104044-appb-000010
化简得:Simplified:
Figure PCTCN2016104044-appb-000011
Figure PCTCN2016104044-appb-000011
因此,Δwji可表示为下式: Therefore, Δw ji can be expressed as:
Figure PCTCN2016104044-appb-000012
Figure PCTCN2016104044-appb-000012
5.2、对于隐含层,如图6所示:5.2. For the hidden layer, as shown in Figure 6:
Figure PCTCN2016104044-appb-000013
Figure PCTCN2016104044-appb-000013
其中:among them:
Figure PCTCN2016104044-appb-000014
Figure PCTCN2016104044-appb-000014
Figure PCTCN2016104044-appb-000015
Figure PCTCN2016104044-appb-000015
因此:therefore:
Δwji=ηδjxji     (15)Δw ji =ηδ j x ji (15)
因此对于输出层的神经元k:So for the output layer of the neuron k:
δk←ok(1-ok)(tk-ok)     (16)δ k ←o k (1-o k )(t k -o k ) (16)
对于隐含层的神经元h:For the hidden layer of neurons h:
Figure PCTCN2016104044-appb-000016
Figure PCTCN2016104044-appb-000016
在计算每层权值时,分别将对应层的δ代入下式。When calculating the weight of each layer, the δ of the corresponding layer is substituted into the following formula.
wji←wji+Δwji=wji+ηδjxji    (18)w ji ←w ji +Δw ji =w ji +ηδ j x ji (18)
其中,xji为神经元j的输入i; Where x ji is the input i of neuron j;
netj=∑wjixji为神经元j的所有输入的加权和;Net j =∑w ji x ji is the weighted sum of all inputs to neuron j;
oj为神经元j的输出;o j is the output of neuron j;
tj为神经元j的目标输出;t j is the target output of neuron j;
σ为sigmod函数;σ is the sigmod function;
outputs为输出层的所有神经元集合;Outputs all sets of neurons for the output layer;
DownStream(j)为所有将神经元j的输出作为输入的神经元集合;DownStream(j) is a collection of all neurons that have the output of neuron j as input;
实施例6:Example 6
结合上述各实施例,本发明实施例还提供了一种D2D流量交易方法,如图7所示,包括:In conjunction with the foregoing embodiments, the embodiment of the present invention further provides a D2D traffic transaction method, as shown in FIG. 7, including:
在步骤21中,卖家向服务器注册,上报自己的单价和所要出售的流量总额,并周期性的监测自己的状态信息,上报所述状态信息给服务器。In step 21, the seller registers with the server, reports its own unit price and the total amount of traffic to be sold, and periodically monitors its own status information, and reports the status information to the server.
其中,所述状态信息包括网络状况,地理位置等。The status information includes network status, geographic location, and the like.
在步骤22中,买家向服务器注册,上报自己的单价和所要购买的流量总额;监测周围的网络信号,并将监测到的网络信号相关信息发送给服务器。In step 22, the buyer registers with the server, reports its own unit price and the total amount of traffic to be purchased; monitors the surrounding network signals, and transmits the monitored network signal related information to the server.
其中,网络信号相关信息包括热点的SSID和MAC地址。The network signal related information includes an SSID and a MAC address of the hot spot.
在步骤23中,服务器执行上述实施例所述D2D流量处理的方法,并将处理结果返回给买家。In step 23, the server executes the method of D2D traffic processing described in the above embodiment, and returns the processing result to the buyer.
在步骤24中,买家与卖家建立链接并进行数据传输。In step 24, the buyer establishes a link with the seller and performs data transfer.
在步骤25中,双方实时计算传输的流量,并上报服务器进行费用结算。In step 25, the two parties calculate the transmitted traffic in real time and report it to the server for fee settlement.
本发明实施例提供了一种公平的(防止策略操控)D2D流量处理的方法,使得交易用户通过发布虚假信息或者隐藏信息无法得到收益,另一方面,通过均衡价格达到竞争均衡的效果,使得市场中的某个资源定价为P时,该资源的总供应量QS(P)和总需求量QD(P)是相等的,优化了网络配置方案,减少了资源的浪费。Embodiments of the present invention provide a fair (preventing policy control) D2D traffic processing method, so that a transaction user cannot obtain revenue by publishing false information or hiding information, and on the other hand, achieving a competitive equilibrium effect by balancing the price, so that the market When a resource in a resource is priced P, the total supply Q S (P) and the total demand Q D (P) of the resource are equal, optimizing the network configuration scheme and reducing the waste of resources.
结合本发明实施例,存在一种优选的实现方案,其中,在执行完步骤25之后,还包括: In conjunction with the embodiment of the present invention, there is a preferred implementation, wherein after performing step 25, the method further includes:
在步骤26中,数据传输结束后,向服务器发送通报消息,买家和卖家双方断开链接。In step 26, after the data transmission is finished, a notification message is sent to the server, and both the buyer and the seller disconnect the link.
实施例7:Example 7
本发明实施例还提供了一种D2D流量处理的装置,如图8所示,包括:The embodiment of the invention further provides a device for processing D2D traffic, as shown in FIG. 8, comprising:
交易信息获取模块,用于获取交易网络中各用户相对应的拍买信息和/或拍卖信息;a transaction information obtaining module, configured to acquire auction information and/or auction information corresponding to each user in the transaction network;
均衡价格计算模块,用于按照交易网络中各单价的绝对值由大到小顺序,排列各单价所对应的各流量总额,得到第一序列,计算交易网络中所要出售的流量总额M,根据所述第一序列和流量总额M计算得到均衡价格;The equilibrium price calculation module is configured to arrange the total amount of each flow corresponding to each unit price according to the absolute value of each unit price in the transaction network, to obtain the first sequence, and calculate the total amount of traffic M to be sold in the transaction network, according to the The first sequence and the total flow amount M are calculated to obtain an equilibrium price;
交易用户确认模块,用于根据所述第一序列和所述均衡价格,确定第一轮参与交易的拍卖用户和拍买用户;a transaction user confirmation module, configured to determine, according to the first sequence and the equilibrium price, an auction user and a buyer who participate in the transaction in the first round;
交易实施模块,用于按照预设策略完成所述拍卖用户和拍买用户的交易。The transaction implementation module is configured to complete the transaction of the auction user and the buyer user according to a preset policy.
结合本发明实施例,存在一种优选的实现方案,所述均衡价格计算模块还包括累加模块和均衡价格确认模块,如图9所示,具体的:In conjunction with the embodiments of the present invention, there is a preferred implementation. The equalization price calculation module further includes an accumulation module and an equilibrium price confirmation module, as shown in FIG.
所述累加模块,用于按照第一序列中各单价从高到低的顺序依次累加各单价所对应的流量总额;The accumulating module is configured to accumulate the total amount of the traffic corresponding to each unit price according to the order of each unit price in the first sequence from high to low;
所述均衡价格确认模块,用于在累加到M+1时,确认所述M+1所归属的流量总额,则确认出的所述流量总额所对应的单价即为均衡价格。The equalization price confirmation module is configured to confirm the total amount of the traffic to which the M+1 belongs when accumulating the M+1, and the unit price corresponding to the confirmed total traffic is the equilibrium price.
结合本发明实施例,存在一种优选的实现方案,所述交易用户确认模块,包括拍卖用户确认模块和拍买用户确认模块,如图10所示,具体的:In conjunction with the embodiments of the present invention, there is a preferred implementation, the transaction user confirmation module, including an auction user confirmation module and a purchase user confirmation module, as shown in FIG. 10, specifically:
当所述M+1所归属的流量总额属于卖家时,When the total amount of traffic to which the M+1 belongs belongs to the seller,
所述拍卖用户确认模块,用于确定第一轮参与交易的拍卖用户为所述第一序列中的、且出售的单价大于所述均衡价格的一个或者多个卖家,以及所述M+1所归属的卖家;The auction user confirmation module is configured to determine that the first round of auction users participating in the transaction is one or more sellers in the first sequence and the unit price sold is greater than the equilibrium price, and the M+1 Attributable seller;
所述拍买用户确认模块,用于确定第一轮参与交易的拍买用户为所述第一序列中的、且购买的单价小于所述均衡价格的一个或者多个买家;The auction user confirmation module is configured to determine that the first-time bidding purchase user is one or more buyers in the first sequence and the purchased unit price is less than the equilibrium price;
当所述M+1所归属的流量总额属于买家时, When the total amount of traffic to which the M+1 belongs belongs to the buyer,
所述拍卖用户确认模块,用于确定第一轮参与交易的拍卖用户为所述第一序列中的、且出售的单价大于所述均衡价格的一个或者多个卖家;The auction user confirmation module is configured to determine that the first round of auction users participating in the transaction is one or more sellers in the first sequence and the unit price sold is greater than the equilibrium price;
所述拍买用户确认模块,用于确定第一轮参与交易的拍买用户为所述第一序列中的、且购买的单价小于所述均衡价格的一个或者多个买家。The auction user confirmation module is configured to determine that the first purchase of the bidding user participating in the transaction is one or more buyers in the first sequence and the purchased unit price is less than the equilibrium price.
实施例8:Example 8
本发明实施例还提供了一种D2D流量处理的装置,如图11所示,包括:The embodiment of the invention further provides a device for processing D2D traffic, as shown in FIG. 11, comprising:
存储器,用于存储一个或者多个应用程序;a memory for storing one or more applications;
处理器,用于运行存储器中存储的一个或者多个应用程序,使得完成上述各实施例中任一所述的D2D流量处理的方法或D2D流量交易的方法。The processor is configured to execute one or more applications stored in the memory, such that the method of D2D traffic processing or the method of D2D traffic transaction described in any of the above embodiments is completed.
实施例9:Example 9
本发明实施例还提供了一种D2D流量处理的系统,所述系统包括一个或者多个买家终端,一个或者多个卖家终端,以及服务器,其中,买家处于需要使用网络流量,但是缺少流量资源或者没有运营商信号,无法链接到网络的状态;卖家可以链接到网络(通过运营商提供的网络、或者wifi),希望通过提供网络流量来换取收益。不同卖家可能链接到不同的运营商网络,其自身自费也各不相同,因此卖家会提供不同的流量售价,如图12所示,具体的:The embodiment of the invention further provides a system for D2D traffic processing, the system comprising one or more buyer terminals, one or more seller terminals, and a server, wherein the buyer is in need of using network traffic, but lacks traffic Resources or no carrier signals can't link to the state of the network; sellers can link to the network (via the network provided by the carrier, or wifi), hoping to exchange network traffic for revenue. Different sellers may link to different carrier networks, and their own self-pay is also different, so the seller will provide different traffic prices, as shown in Figure 12, specific:
所述卖家终端,用于向服务器注册,上报自己的单价和所要出售的流量总额,并周期性的监测自己的状态信息,上报所述状态信息给服务器;The seller terminal is configured to register with the server, report its own unit price and the total amount of traffic to be sold, and periodically monitor its own status information, and report the status information to the server;
其中,状态信息包括网络状况,地理位置等。The status information includes network status, geographic location, and the like.
所述买家终端,用于向服务器注册,上报自己的单价和所要购买的流量总额;监测周围的网络信号,并将监测到的网络信号相关信息发送给服务器;The buyer terminal is configured to register with the server, report its own unit price and the total amount of traffic to be purchased; monitor surrounding network signals, and send the monitored network signal related information to the server;
其中,所述网络信号相关信息包括热点的SSID和MAC地址。The network signal related information includes an SSID and a MAC address of the hot spot.
所述服务器,用于获取交易网络中各用户相对应的拍买信息和/或拍卖信息;按照交易网络中各单价的绝对值由大到小顺序,排列各单价所对应的各流量总额,得到第一序列,计算交易网络中所要出售的流量总额M,根据所述第一序列和流量总额M计算得到均衡价格;根据所述第一序列和所述均衡价格,确定第一轮参与交易的拍卖用户和拍买用户;按照预设策略完成所述拍卖用户和拍买 用户的交易。The server is configured to acquire the auction information and/or the auction information corresponding to each user in the transaction network; and arrange the total traffic volume corresponding to each unit price according to the absolute value of each unit price in the transaction network. a first sequence of calculating a total amount of traffic M to be sold in the transaction network, calculating an equilibrium price based on the first sequence and the total amount of traffic M; determining an auction of the first round of participating transactions based on the first sequence and the equilibrium price User and shoot buyer; complete the auction user and buy according to the preset strategy User's transaction.
在本发明实施例中,服务器除了用于运行实施例1所述的D2D流量处理方法外,还负责对买家和卖家进行身份验证,匹配控制,费用结算,数据采集等工作。In the embodiment of the present invention, in addition to the D2D traffic processing method described in Embodiment 1, the server is also responsible for performing identity verification, matching control, fee settlement, data collection, and the like for the buyer and the seller.
实施例10:Example 10:
本发明除了提供实施例7所述的D2D流量处理的装置外,还提供了一种基于分布式架构设计的服务器,与之配套的卖方设备和买方设备如图13所示,所述服务器包括:In addition to the D2D traffic processing device described in Embodiment 7, the present invention also provides a server based on a distributed architecture design, and the matching seller device and buyer device are shown in FIG. 13, the server includes:
账户中心:账户中心负责管理买卖双方的帐户信息,并提供认证服务。买卖双方在进行流量交易之前必须先向帐户中心进行注册,经过帐户中心认证之后,方可进行流量交易;Account Center: The Account Center manages the account information of buyers and sellers and provides certification services. The buyer and the seller must register with the account center before conducting the transaction, and then conduct the transaction after the account center is authenticated;
结算中心:负责对买卖双方流量交易过程中产生的费用进行结算。在流量共享过程中,买卖双方都运行计费模块,流量共享完成后,费用经双方提交确认无误后进行费用清算,避免由于网络异常断掉导致的计费错误;Settlement Center: Responsible for the settlement of the expenses incurred during the transaction process between the buyer and the seller. In the process of traffic sharing, both the buyer and the seller run the billing module. After the traffic sharing is completed, the fee is cleared after the two parties submit the confirmation, so as to avoid the billing error caused by the abnormal network disconnection;
数据采集:定时采集并用户信息,包括地理位置,当前网络速度,当前信号强度等。供控制中心进行匹配决策时使用;Data collection: Timed collection and user information, including geographic location, current network speed, current signal strength, etc. Used by the control center for matching decisions;
控制中心:系统的核心模块,运行匹配算法,匹配买家与卖家。买家使用网络之前,需要将自己搜到的WI-FI热点列表的SSID及mac地址发送给控制模块。控制模块根据数据采集模块采集到的数据运行匹配算法,将最合适的卖家匹配给买家;Control Center: The core module of the system, running matching algorithms, matching buyers and sellers. Before using the network, the buyer needs to send the SSID and mac address of the WI-FI hotspot list that he has searched to the control module. The control module runs a matching algorithm according to the data collected by the data acquisition module, and matches the most suitable seller to the buyer;
API服务器:提供给移动设备调用的服务端接口,并将请求发放给各个业务模块,降低系统的耦合度,提高可扩展性。API server: Provides the server interface called by the mobile device, and issues the request to each service module, reducing the coupling degree of the system and improving the scalability.
卖方终端/买方终端包括:The seller terminal/buyer terminal includes:
帐户模块:负责向客户端服务器注册,及登录。管理帐户资费等;Account module: responsible for registering with the client server, and logging in. Manage account rates, etc.
检测模块:检测当前网络状况,地理位置信息,周边wifi热点列表等信息。并上报给服务器;Detection module: Detect current network status, geographic location information, surrounding wifi hotspot list and other information. And reported to the server;
计费模块:负责在交易过程中进行流量统计; Billing module: responsible for traffic statistics during the transaction process;
链接管理:上报服务器请求,并根据服务器端的匹配结果链接到相应节点;Link management: report the server request, and link to the corresponding node according to the matching result of the server;
参考实施例6所述的D2D流量交易方法,在本实施例所述的分布式架构的服务器中实现方式具体可参考图14所示完成,在此,不一一赘述。The method for implementing the D2D traffic transaction described in the embodiment 6 is specifically implemented in the server of the distributed architecture according to the embodiment, and is not specifically described herein.
值得说明的是,上述装置和系统内的模块、单元之间的信息交互、执行过程等内容,由于与本发明的处理方法实施例基于同一构思,具体内容可参见本发明方法实施例中的叙述,此处不再赘述。It should be noted that the content interaction between the modules and the units in the above-mentioned device and the system, the execution process, and the like are based on the same concept as the embodiment of the processing method of the present invention. For details, refer to the description in the method embodiment of the present invention. , will not repeat them here.
本领域普通技术人员可以理解实施例的各种方法中的全部或部分步骤是可以通过程序来指令相关的硬件来完成,该程序可以存储于一计算机可读存储介质中,存储介质可以包括:只读存储器(ROM,Read Only Memory)、随机存取存储器(RAM,Random Access Memory)、磁盘或光盘等。A person skilled in the art can understand that all or part of the various methods of the embodiments can be completed by a program to instruct related hardware, and the program can be stored in a computer readable storage medium, and the storage medium can include: Read memory (ROM, Read Only Memory), random access memory (RAM, Random Access Memory), disk or optical disk.
以上所述仅为本发明的较佳实施例而已,并不用以限制本发明,凡在本发明的精神和原则之内所作的任何修改、等同替换和改进等,均应包含在本发明的保护范围之内。 The above is only the preferred embodiment of the present invention, and is not intended to limit the present invention. Any modifications, equivalent substitutions and improvements made within the spirit and principles of the present invention should be included in the protection of the present invention. Within the scope.

Claims (12)

  1. 一种D2D流量处理的方法,其特征在于,包括:A method for D2D traffic processing, comprising:
    获取交易网络中各用户相对应的拍买信息和/或拍卖信息,其中所述拍买信息包括所要购买的流量包和购买的单价,所述拍卖信息包括所要出售的流量包和出售的单价;Obtaining the auction information and/or the auction information corresponding to each user in the transaction network, wherein the auction information includes the flow package to be purchased and the unit price of the purchase, and the auction information includes the flow package to be sold and the unit price of the sale;
    按照交易网络中各单价的绝对值由大到小顺序,排列各单价所对应的各流量包,得到第一序列,计算交易网络中所要出售的流量总额M,根据所述第一序列和流量总额M计算得到均衡价格;According to the absolute value of each unit price in the transaction network, the flow packets corresponding to each unit price are arranged in a descending order, and a first sequence is obtained, and the total amount of traffic M to be sold in the transaction network is calculated, according to the first sequence and the total amount of traffic. M calculates the equilibrium price;
    根据所述第一序列和所述均衡价格,确定第一轮参与交易的拍卖用户和拍买用户;Determining, according to the first sequence and the equilibrium price, an auction user and a buyer who participate in the transaction in the first round;
    按照预设策略完成所述拍卖用户和拍买用户的交易。The transaction between the auction user and the buyer user is completed according to a preset policy.
  2. 根据权利要求1所述的D2D流量处理的方法,其特征在于,所述根据所述第一序列和流量总额M计算得到均衡价格,具体包括:The method for processing D2D traffic according to claim 1, wherein the calculating the equilibrium price according to the first sequence and the total amount of traffic M comprises:
    按照第一序列中各单价从高到低的顺序依次累加各单价所对应的流量包,直到累加值达到M+1时,确认构成M+1累加值的流量所归属的流量包,则确认出的所述流量包所对应的单价即为均衡价格。According to the order of each unit price in the first sequence, the flow packets corresponding to the unit price are sequentially accumulated until the accumulated value reaches M+1, and the flow packet to which the traffic constituting the M+1 accumulated value belongs is confirmed, and then the flow packet is confirmed. The unit price corresponding to the traffic packet is the equilibrium price.
  3. 根据权利要求2所述的D2D流量处理的方法,其特征在于,根据所述第一序列和所述均衡价格,确定第一轮参与交易的拍卖用户和拍买用户,具体包括:The D2D traffic processing method according to claim 2, wherein the first round of the auction user and the auction user participating in the transaction are determined according to the first sequence and the equalization price, which specifically includes:
    当所述M+1所归属的流量包属于卖家时,确定第一轮参与交易的拍卖用户为所述第一序列中的、且出售的单价大于所述均衡价格的一个或者多个卖家,以及所述M+1所归属的卖家;确定第一轮参与交易的拍买用户为所述第一序列中的、且购买的单价小于所述均衡价格的一个或者多个买家;When the traffic packet to which the M+1 belongs belongs to the seller, determining that the auction user participating in the first round of the transaction is one or more sellers in the first sequence and selling the unit price greater than the equilibrium price, and The seller to which the M+1 belongs; determining that the first-round participating user of the transaction is the one or more buyers in the first sequence and the purchased unit price is less than the equilibrium price;
    当所述M+1所归属的流量包属于买家时,确定第一轮参与交易的拍卖用户为所述第一序列中的、且出售的单价大于所述均衡价格的一个或者多个卖家; 确定第一轮参与交易的拍买用户为所述第一序列中的、且购买的单价小于所述均衡价格的一个或者多个买家。When the traffic packet to which the M+1 belongs belongs to the buyer, determining that the first round of auction users participating in the transaction is one or more sellers in the first sequence and selling the unit price greater than the equilibrium price; It is determined that the first round of the bidding user participating in the transaction is one or more buyers in the first sequence and the purchased unit price is less than the equilibrium price.
  4. 根据权利要求1-3任一所述的D2D流量处理的方法,其特征在于,所述按照预设策略完成所述拍卖用户和拍买用户的交易,具体包括:The method for processing D2D traffic according to any one of claims 1-3, wherein the completing the transaction between the auction user and the buyer user according to the preset policy comprises:
    步骤A)确认当前拍卖用户中出售的单价最高的第一拍卖用户和拍买用户中购买的单价最高的第一拍买用户,依据各自的流量包完成相应的交易;Step A) confirming that the first auction user who has the highest unit price among the current auction users and the first auction user who has the highest unit price purchased by the auction user completes the corresponding transaction according to the respective flow packets;
    若第一拍卖用户与第一拍买用户所对应的流量包正好相等,则排除所述第一拍卖用户与第一拍买用户,在剩余的拍卖用户和拍买用户再次执行步骤A);If the first auction user and the first auction user corresponding to the flow packet are exactly equal, the first auction user and the first auction user are excluded, and the remaining auction users and the auction user are performed again in step A);
    若第一拍卖用户与第一拍买用户所对应的流量包不相等,则排除流量包小的一方,并将交易后拥有剩余流量包的一方作为剩余的拍卖用户和拍买用户中的一员,再次执行步骤A)。If the traffic packets corresponding to the first auction user and the first auction user are not equal, the party with the smaller traffic packet is excluded, and the party with the remaining traffic packet after the transaction is regarded as one of the remaining auction users and the auction users. , perform step A) again.
  5. 根据权利要求1-3任一所述的D2D流量处理的方法,其特征在于,所述拍买信息和拍卖信息包括除了包括各自的流量包和单价外还包括属性,所述属性具体包括网速、滞留时间、信号强度中的一项或者多项,则所述按照预设策略完成所述拍卖用户和拍买用户的交易,具体还包括:The method for processing D2D traffic according to any one of claims 1 to 3, wherein the auction information and the auction information comprise attributes in addition to respective traffic packets and unit prices, and the attributes include a network speed. And one or more of the retention time and the signal strength, the transaction of the auction user and the buyer user is completed according to a preset policy, and specifically includes:
    将所述网速、滞留时间和信号强度中的一项或者多项,与对应单价一同构成权重因子;And one or more of the network speed, the residence time and the signal strength are combined with the corresponding unit price to form a weighting factor;
    步骤B)确认当前拍卖用户中出售的单价最高的第一拍卖用户和拍买用户中购买的权重匹配度最高的第一拍买用户,依据各自的流量包完成相应的交易;Step B) confirming that the first auction user with the highest weight matching degree among the first auction user and the auction user with the highest unit price sold in the current auction user completes the corresponding transaction according to the respective traffic packets;
    若第一拍卖用户与第一拍买用户所对应的流量包正好相等,则排除所述第一拍卖用户与第一拍买用户,在剩余的拍卖用户和拍买用户再次执行步骤B);If the first auction user and the first auction user corresponding to the flow packet are exactly equal, the first auction user and the first auction user are excluded, and the remaining auction users and the auction user perform step B) again;
    若第一拍卖用户与第一拍买用户所对应的流量包不相等,则排除流量包小的一方,并将交易后拥有剩余流量包的一方作为剩余的拍卖用户和拍买用户中的一员,再次执行步骤B)。 If the traffic packets corresponding to the first auction user and the first auction user are not equal, the party with the smaller traffic packet is excluded, and the party with the remaining traffic packet after the transaction is regarded as one of the remaining auction users and the auction users. , perform step B) again.
  6. 一种基于权利要求1的D2D流量交易方法,其特征在于,包括:A D2D traffic transaction method according to claim 1, characterized in that it comprises:
    卖家向服务器注册,上报自己的单价和所要出售的流量包,并周期性的监测自己的状态信息,上报所述状态信息给服务器;The seller registers with the server, reports its unit price and the traffic packet to be sold, and periodically monitors its own status information, and reports the status information to the server;
    买家向服务器注册,上报自己的单价和所要购买的流量包;监测周围的网络信号,并将监测到的网络信号相关信息发送给服务器;The buyer registers with the server, reports his unit price and the traffic packet to be purchased; monitors the surrounding network signal, and sends the monitored network signal related information to the server;
    服务器执行权利要求1-5任一所述D2D流量处理的方法,并将处理结果返回给买家;The server performs the method of D2D traffic processing according to any one of claims 1-5, and returns the processing result to the buyer;
    买家与卖家建立链接并进行数据传输;The buyer establishes a link with the seller and transmits the data;
    双方实时计算传输的流量,并上报服务器进行费用结算。Both parties calculate the transmitted traffic in real time and report it to the server for fee settlement.
  7. 根据权利要求6所述的D2D流量交易方法,其特征在于,还包括:The D2D traffic transaction method according to claim 6, further comprising:
    数据传输结束后,向服务器发送通报消息,买家和卖家双方断开链接。After the data transmission is finished, a notification message is sent to the server, and both the buyer and the seller disconnect the link.
  8. 一种D2D流量处理的装置,其特征在于,包括:A device for processing D2D traffic, characterized in that it comprises:
    交易信息获取模块,用于获取交易网络中各用户相对应的拍买信息和/或拍卖信息;a transaction information obtaining module, configured to acquire auction information and/or auction information corresponding to each user in the transaction network;
    均衡价格计算模块,用于按照交易网络中各单价的绝对值由大到小顺序,排列各单价所对应的各流量包,得到第一序列,计算交易网络中所要出售的流量总额M,根据所述第一序列和流量总额M计算得到均衡价格;The equilibrium price calculation module is configured to arrange each flow packet corresponding to each unit price according to the absolute value of each unit price in the transaction network, to obtain a first sequence, and calculate a total amount of traffic M to be sold in the transaction network, according to the The first sequence and the total flow amount M are calculated to obtain an equilibrium price;
    交易用户确认模块,用于根据所述第一序列和所述均衡价格,确定第一轮参与交易的拍卖用户和拍买用户;a transaction user confirmation module, configured to determine, according to the first sequence and the equilibrium price, an auction user and a buyer who participate in the transaction in the first round;
    交易实施模块,用于按照预设策略完成所述拍卖用户和拍买用户的交易。The transaction implementation module is configured to complete the transaction of the auction user and the buyer user according to a preset policy.
  9. 根据权利要求8所述的D2D流量处理的装置,其特征在于,所述均衡价格计算模块还包括累加模块和均衡价格确认模块,具体的:The apparatus for processing D2D traffic according to claim 8, wherein the equalization price calculation module further comprises an accumulation module and an equilibrium price confirmation module, specifically:
    所述累加模块,用于按照第一序列中各单价从高到低的顺序依次累加各单 价所对应的流量包;The accumulating module is configured to accumulate the orders in order of each unit price in the first sequence from high to low The traffic packet corresponding to the price;
    所述均衡价格确认模块,用于在累加到M+1时,确认构成M+1累加值的流量所归属的流量包,则确认出的所述流量包所对应的单价即为均衡价格。The equalization price confirmation module is configured to confirm, when accumulating to M+1, the flow packet to which the traffic constituting the M+1 accumulated value belongs, and the unit price corresponding to the confirmed traffic packet is the equilibrium price.
  10. 根据权利要求8所述的D2D流量处理的装置,其特征在于,所述交易用户确认模块,包括拍卖用户确认模块和拍买用户确认模块,具体的:The device for processing D2D traffic according to claim 8, wherein the transaction user confirmation module comprises an auction user confirmation module and a purchase user confirmation module, specifically:
    当所述M+1所归属的流量包属于卖家时,When the traffic packet to which the M+1 belongs belongs to the seller,
    所述拍卖用户确认模块,用于确定第一轮参与交易的拍卖用户为所述第一序列中的、且出售的单价大于所述均衡价格的一个或者多个卖家,以及所述M+1所归属的卖家;The auction user confirmation module is configured to determine that the first round of auction users participating in the transaction is one or more sellers in the first sequence and the unit price sold is greater than the equilibrium price, and the M+1 Attributable seller;
    所述拍买用户确认模块,用于确定第一轮参与交易的拍买用户为所述第一序列中的、且购买的单价小于所述均衡价格的一个或者多个买家;The auction user confirmation module is configured to determine that the first-time bidding purchase user is one or more buyers in the first sequence and the purchased unit price is less than the equilibrium price;
    当所述M+1所归属的流量包属于买家时,When the traffic packet to which the M+1 belongs belongs to the buyer,
    所述拍卖用户确认模块,用于确定第一轮参与交易的拍卖用户为所述第一序列中的、且出售的单价大于所述均衡价格的一个或者多个卖家;The auction user confirmation module is configured to determine that the first round of auction users participating in the transaction is one or more sellers in the first sequence and the unit price sold is greater than the equilibrium price;
    所述拍买用户确认模块,用于确定第一轮参与交易的拍买用户为所述第一序列中的、且购买的单价小于所述均衡价格的一个或者多个买家。The auction user confirmation module is configured to determine that the first purchase of the bidding user participating in the transaction is one or more buyers in the first sequence and the purchased unit price is less than the equilibrium price.
  11. 一种D2D流量处理的装置,其特征在于,包括:A device for processing D2D traffic, characterized in that it comprises:
    存储器,用于存储一个或者多个应用程序;a memory for storing one or more applications;
    处理器,用于运行存储器中存储的一个或者多个应用程序,使得完成权利要求1-7任一所述的D2D流量处理的方法或D2D流量交易的方法。A processor for running one or more applications stored in the memory, such that the method of D2D traffic processing or the method of D2D traffic transaction of any of claims 1-7 is completed.
  12. 一种D2D流量处理的系统,其特征在于,所述系统包括一个或者多个买家终端,一个或者多个卖家终端,以及服务器,具体的:A system for D2D traffic processing, characterized in that the system comprises one or more buyer terminals, one or more seller terminals, and a server, specifically:
    所述卖家终端,用于向服务器注册,上报自己的单价和所要出售的流量包,并周期性的监测自己的状态信息,上报所述状态信息给服务器; The seller terminal is configured to register with the server, report its own unit price and the traffic packet to be sold, and periodically monitor its own status information, and report the status information to the server;
    所述买家终端,用于向服务器注册,上报自己的单价和所要购买的流量包;监测周围的网络信号,并将监测到的网络信号相关信息发送给服务器;The buyer terminal is configured to register with the server, report its own unit price and the traffic packet to be purchased; monitor the surrounding network signal, and send the monitored network signal related information to the server;
    所述服务器,用于获取交易网络中各用户相对应的拍买信息和/或拍卖信息;按照交易网络中各单价的绝对值由大到小顺序,排列各单价所对应的各流量包,得到第一序列,计算交易网络中所要出售的流量总额M,根据所述第一序列和流量总额M计算得到均衡价格;根据所述第一序列和所述均衡价格,确定第一轮参与交易的拍卖用户和拍买用户;按照预设策略完成所述拍卖用户和拍买用户的交易。 The server is configured to acquire the auction information and/or the auction information corresponding to each user in the transaction network; and arrange each flow packet corresponding to each unit price according to the absolute value of each unit price in the transaction network. a first sequence of calculating a total amount of traffic M to be sold in the transaction network, calculating an equilibrium price based on the first sequence and the total amount of traffic M; determining an auction of the first round of participating transactions based on the first sequence and the equilibrium price The user and the buyer are purchased; the transaction of the auction user and the buyer is completed according to a preset policy.
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