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A Bubble Oscillation Algorithm for Distributed Geographic Load Balancing in Mobile Networks

机译:移动网络中分布式地理负载均衡的气泡振荡算法

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This paper investigates a new load balancing scheme for mobile networks that changes cellular coverage according to the geographic traffic distribution in real time. The performance of the whole cellular network is improved by contracting the antenna pattern around a traffic "hot spot" and expanding adjacent cells coverage to fill in the coverage loss. This is essentially a constrained multidimensional optimization problem. A novel bubble oscillation algorithm is proposed to address this problem. Any un-served traffic in the network is absorbed by the geographic load balancing in a similar way that a vacuum between bubbles is filled by bubble oscillations. Simulations have been performed to evaluate the system performance for different traffic scenarios, and the results are presented. Some discussions on this algorithm are also presented. The bubble oscillation algorithm described has the potential of being used in other similar multidimensional resource allocation problems.
机译:本文调查了用于在实时地理流量分布的移动网络的新负载平衡方案,其改变蜂窝覆盖。通过在交通“热点”周围的天线模式并扩展相邻的电池覆盖范围来改善整个蜂窝网络的性能,以填充覆盖损耗。这基本上是约束的多维优化问题。提出了一种新的泡沫振荡算法来解决这个问题。网络中的任何未服务的流量都是由地理负载平衡吸收的类似方式,使得气泡之间的真空被气泡振荡填充。已经执行模拟以评估不同流量场景的系统性能,并呈现结果。还提出了关于该算法的一些讨论。描述的气泡振荡算法具有在其他类似的多维资源分配问题中使用的潜力。

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