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Multi-dimensional resource pricing method in mobile cloud computing environment based on bilateral market

A two-sided market, computing environment technology, applied in the field of mobile cloud computing environment and game theory, can solve the problem of complex cloud computing resource scheduling problem

Active Publication Date: 2013-07-24
HUNAN UNIV
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0007] Mobile cloud computing is oriented to different applications, and different applications correspond to different service qualities, so the required resources are also different. In addition, since cloud computing provides services externally, the cost of resource consumption must be considered, which also makes cloud computing The resource scheduling problem is more complex

Method used

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  • Multi-dimensional resource pricing method in mobile cloud computing environment based on bilateral market
  • Multi-dimensional resource pricing method in mobile cloud computing environment based on bilateral market
  • Multi-dimensional resource pricing method in mobile cloud computing environment based on bilateral market

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Embodiment Construction

[0045] The multi-dimensional resource pricing method in the mobile cloud computing environment based on the two-sided market of the present invention comprises the following steps:

[0046] Step 1: VM calculates its waiting time according to its request arrival time, that is, VM i the waiting time t i = current time - VM i Request arrival time, set the initial bid vector of the i-th VM to the j-th Cloudlet multidimensional resource as in for cloudlet j for VM i Basic pricing per unit resource for providing services, cloudlet j Indicates the jth Cloudlet, VM i Indicates the i-th VM;

[0047] Step 2: Each VM i Computation is performed by different Cloudlets j The utility of the service, VM i From Cloudlet j Get the utility value of the service at Use the following function to calculate:

[0048] π i t ( j , p → ...

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Abstract

The invention discloses a multi-dimensional resource pricing method in a mobile cloud computing environment based on a bilateral market. The method runs in the mobile cloud computing environment, the method involves two groups of participants in the mobile cloud computing environment, one group of participants are Cloudlets which have resources, and the other group of participants are VMs which request the resources. The VMs are regarded as a buyer in a bilateral market economic model, the Cloudlets are regarded as a seller, and the two sides complete allocation of the resources through a price interactive mechanism, unloading execution of an application request from the VMs to the Cloudlets is completed, and energy consumption of the mobile equipment is reduced. The price interactive mechanism in the method is based on a bilateral market game and is designed through combination of a punishment pricing mechanism and a balanced utility discount, the multi-dimensional resources of the application request of a mobile user can be reasonably distributed and dispatched on a plurality of Cloudlets, and therefore system benefits of a mobile cloud are maximized.

Description

technical field [0001] The invention relates to the field of mobile cloud computing environment and game theory, in particular to a multi-dimensional resource pricing method in a mobile cloud computing environment based on a bilateral market. Background technique [0002] With the vigorous development of the mobile Internet, cloud computing services based on mobile terminals such as mobile phones have emerged. Mobile Cloud Computing (MCC, Mobile Cloud Computing) refers to the delivery of an IT resource or (information) service that obtains the required infrastructure, platform, software (or application), etc. through the mobile network in an on-demand and easily expandable manner. and usage patterns. Mobile cloud computing is the combination of mobile Internet industry and cloud computing technology, and it is a hot new business development direction in the IT industry. It not only means a technology or a combination of a series of technologies, it adheres to the core conc...

Claims

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Application Information

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IPC IPC(8): G06Q30/02
CPCY02B60/50
Inventor 谢鲲吉玉琴文吉刚
Owner HUNAN UNIV
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