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Wireless cloud computing system resource distribution method

A system resource and allocation method technology, 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.

Active Publication Date: 2018-06-19
SOUTHEAST UNIV
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  • Summary
  • 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

Method used

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  • Wireless cloud computing system resource distribution method
  • Wireless cloud computing system resource distribution method
  • Wireless cloud computing system resource distribution method

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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 wireless cloud computing system resource distribution method, and belongs to the technical field of cloud computing. Regarding a wireless cloud computing system, the conceptof jump reaching rate is provided; by combining an artificial ant colony algorithm with a tabu search algorithm, a new algorithm is provided and used for transferring users in a region above the jumpreaching rate in the wireless cloud computing system into a region below the jump reaching rate. The wireless cloud computing system resource distribution method includes the steps that firstly, a region is divided into equal-area regions, and system deployment is conducted; then, through designed algorithm iteration, an ant value is transferred, and transferring information is updated till an endcondition is met; finally, the new algorithm is simulated on the system. Verification results show that by the adoption of the new algorithm, computing resources of the system can be evenly distributed, the number and ratio of user jams of the system can be significantly reduced, and the 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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IPC IPC(8): G06F9/50G06N3/00H04L29/08
CPCG06F9/5027G06N3/006H04L67/1001
Inventor 张源范世君
Owner SOUTHEAST UNIV
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