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云計算環(huán)境下基于并行計算熵的負載均衡算法
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(常州信息職業(yè)技術(shù)學(xué)院, 江蘇 常州 213164)

作者簡(jiǎn)介:

丁 慧(1981-),女,江蘇泰興人,碩士,講師,主要從事云計算和數據挖掘方向的研究。 [FQ)]

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TP393

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Load Balance Algorism for Cloud Computing Environment Based on Concurrency Computing Shannon
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(School of Software,Changzhou College of Information Technology, Changzhou 213164,China )

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    摘要:

    針對云計算環(huán)境下大量并行任務(wù)運行所導致的某些節點(diǎn)負載過(guò)重,從而引起整個(gè)系統負載不均和效率低下的問(wèn)題,提出了一種基于并行計算熵的資源負載均衡算法;首先,描述了云計算虛擬機部署原理并給出了適合云計算環(huán)境和異構集群的并行計算熵的計算方式,然后,定義了在系統并行計算熵低于閾值時(shí)遷移的源物理節點(diǎn)、遷移虛擬機和遷移目標物理節點(diǎn)的確定方式;最后,定義了基于并行計算熵的負載均衡算法;采用CloudSim云計算仿真工具對文中方法進(jìn)行仿真實(shí)驗,結果表明文中方法較其它方法的平均負載均衡度約低21.8%,具有較低的任務(wù)平均響應時(shí)間、合理的資源利用率和較小的負載均衡度,具有較大的優(yōu)越性。

    Abstract:

    In order to solve the problems of lots of operating concurrent tasks leading to the problems such as heavy load balance for some nodes, and therefore leading to the unbalance load and low efficiency of the whole system, a algorithm based on concurrency computing Shannon was proposed. Firstly, the deploy principle for virtual machine in Cloud computing environment was given and the computing for concurrency computing Shannon suiting for cloud computing and heteroid machine was given, then the migrating source physical node, migrating virtual machine and goal physical node when the system concurrency computing Shannon were introduced. Finally, the load balance algorism based on concurrency computing Shannon was defined. Using the cloud computing tool CloudSim to simulate the method in this paper, and it is proved it can effectively realize the node load balance, and compared with the other methods , it has the advantages such as low average response time, round resource usage and less load balance degree, so it has big priority. 

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丁慧.云計算環(huán)境下基于并行計算熵的負載均衡算法計算機測量與控制[J].,2014,22(5):1493-1495.

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  • 收稿日期:2013-12-31
  • 最后修改日期:2014-03-01
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  • 在線(xiàn)發(fā)布日期: 2014-12-16
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