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引用次数: 4
摘要
研究了在设计个人通信业务网络(PCSN)过程中,当移动交换中心(MSC)连接的蜂窝群确定时,在移动交换中心(MSC)之间平衡流量(负载)的问题。我们的目标是以这样一种方式将单元分配给MSC,即每个MSC的流量处理能力被统一利用,从而排除了MSC加载不公平的可能性。反过来,这使得所有的MSC都可以针对移动用户密度或每个用户流量的增加进行同等的扩展。传统的cell to switch allocation (CSA)算法试图只优化总成本,包括电缆成本和切换成本,而不考虑MSC的流量处理能力的利用率。为了克服这一限制,我们提出了一种新的负载平衡(CALB) CSA算法,该算法同时强调负载平衡和成本优化。CALB在平衡网络中存在的MSC之间的流量方面表现得非常好,从而有助于提高整体可扩展性。虽然它在负载平衡方面优于CSA,但它显然是以增加的总成本为代价的(即,仅就成本而言,获得的解决方案是次优的)。但是,相对于系统可伸缩性的提高(0.5%-19%),成本的增加从来都不是压倒性的(5%-14%)。
CALB: a new cell-to-switch assignment algorithm with load balancing in the design of a personal communication services network (PCSN)
The work deals with the problem of balancing traffic (load) amongst mobile switching centers (MSC) when the cluster of cells to be connected to an MSC is decided during the design of a personal communication services network (PCSN). Our aim is to assign cells to MSC in such a manner that the traffic handling capacity of each of the MSC is utilized uniformly, thereby precluding the possibility of unfairness in loading of MSC. This, in turn, makes all the MSC equally scalable against the increase in either the mobile user density or per user traffic. A conventional cell to switch assignment (CSA) algorithm attempts to optimize only the total cost, comprising cable cost and handoff cost, without taking into account the utilization of the traffic handling capacity of MSC. To obviate this limitation, we propose a new CSA algorithm with load balancing (CALB) which emphasizes equally on the load balancing as well as on cost optimization. CALB performs extremely well in balancing the traffic amongst the MSC present in the network thereby helping in increasing the overall scalability. although it outperforms CSA in terms of load balancing, it does so obviously at increased total cost (i.e., the solution obtained is a sub-optimal one in terms of cost only). But the increase in cost is never overwhelming (5%-14%) vis-a-vis the improvement in the system scalability (0.5%-19%).