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A method for allocating resources in a wireless cloud computing system

A system resource and allocation method technology, which is applied in the field of cloud computing system resource allocation, can solve problems such as user congestion and waste of computing resources, and achieve the effect of reducing the number of times and proportions, and reducing computing time consumption

Active Publication Date: 2021-07-27
SOUTHEAST UNIV
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  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

In the scenario where multiple computing centers and a large number of users' computing task requests arrive unevenly, if only the local computing resources of the system are used, areas with a high user arrival rate will cause user congestion. resources will be wasted

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  • A method for allocating resources in a wireless cloud computing system
  • A method for allocating resources in a wireless cloud computing system
  • A method for allocating resources in a wireless cloud computing system

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Embodiment Construction

[0018] The technical solution of the present invention will be further described below in conjunction with the accompanying drawings.

[0019] Such as figure 1 As shown, the resource allocation purpose of cloud computing is to transfer users from crowded computing centers to idle computing centers. A kind of wireless cloud computing system resource allocation method proposed by the present invention, refer to figure 2 , with the following steps:

[0020] (1) Divide a geographic area into several equal-area square areas (referred to as square domains) and encode each square domain, and deploy a computing center in each square domain. For each computing center, the user concurrency test is performed to obtain its jump arrival rate, and the actual arrival rate of users in each square domain is collected.

[0021] Wherein, each computing center is composed of a number of computing units, and a computing unit can be understood as a machine capable of providing stable computing ...

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Abstract

The invention discloses a resource allocation method of a wireless cloud computing system, which belongs to the technical field of cloud computing. The present invention proposes the concept of jumping arrival rate for the wireless cloud computing system. By combining the artificial ant colony algorithm and the tabu search algorithm, a new algorithm is proposed to transfer users above the jumping reaching rate in the wireless cloud computing system. To the area below the jump reach. This method first divides the area into equal-area areas for system deployment, and then iteratively performs the transfer of ants and the update of transfer information through the designed algorithm until the termination condition is met. Finally, the algorithm is simulated on the system, and the verification results show that, By using this algorithm, computing resources of the system can be distributed in a balanced manner, the number and proportion of user congestion of the system can be significantly reduced, and user experience is improved.

Description

technical field [0001] The invention relates to a method for allocating wireless computing resources in the communication field, in particular to a method for allocating resources in a cloud computing system. Background technique [0002] Cloud computing refers to the delivery and use mode of IT infrastructure. It obtains the required computing resources through the network in an on-demand and easy-to-expand manner. It is a traditional computer technology and network technology such as distributed computing, network storage, virtualization, and load balancing. The product of development fusion. With the popularization of cloud computing, more and more people enjoy the convenience brought by this high-quality service. The core idea of ​​cloud computing is to uniformly manage and schedule a large number of computing resources connected by the network to form a computing resource pool to provide users with on-demand services. [0003] The deployment technology of wireless clo...

Claims

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Application Information

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Patent Type & Authority Patents(China)
IPC IPC(8): G06F9/50G06N3/00H04L29/08
CPCG06F9/5027G06N3/006H04L67/1001
Inventor 张源范世君
Owner SOUTHEAST UNIV
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