A load balancing mechanism based on ant colony and complex network theory in open cloud computing federation
A load balancing mechanism based on ant colony and complex network theory in open cloud computing federation
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DOI：
10.1109/icindma.2010.5538385
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发表时间：
2010-05
期刊：
影响因子：
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通讯作者：
Zehua Zhang;Xuejie Zhang
中科院分区：
文献类型：
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作者：
Zehua Zhang;Xuejie Zhang
虽然云计算被普遍认为是一种将在未来对IT产生重大影响的技术。然而，云计算仍处于起步阶段，要实现云计算理论上描绘的美好风景，还需要解决许多关键问题。负载平衡就是其中一个问题；它在实现开放云计算联盟中起着非常重要的作用。本文在开放云计算联邦中提出了一种基于蚁群和复杂网络理论的负载均衡机制，该机制对蚁群算法在分布式系统中实现负载均衡的许多方面进行了改进，并且充分考虑了复杂网络的特点。最后，对该机构的性能进行了定性分析，并开发了样机进行了定量分析，仿真结果验证了分析结果。
Although cloud computing is generally recognized as a technology which will has a significant impact on IT in the future. However, Cloud computing is still in its infancy, many crucial problems need to be solved for the realization of the fine scenery which theoretically depicted by cloud computing. Load balancing is one of these problems; it plays a very important role in the realization of Open Cloud Computing Federation. We proposal a load balancing mechanism based on ant colony and complex network theory in open cloud computing federation in this paper, it improves many aspects of the related Ant Colony algorithms which proposed to realize load balancing in distributed system, Furthermore, this mechanism take the characteristic of Complex Network into consideration. Finally, the performance of this mechanism is qualitatively analyzed, and a prototype is developed to enable the quantitative analysis, simulation results manifest the analysis.