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A revenue-based model for making resource investment decisions in IP networks

机译:基于收入的模型,用于在IP网络中做出资源投资决策

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Capacity planning is a critical task in network management. It identifies how much capacity is needed to match future traffic demand. It directly affects customer satisfaction and revenues. In this work we present a network usage analysis tool called Dynamic Netvalue Analyzer (DNA), which helps alleviate a big problem that network engineers and marketing executives face - making optimal resource investment decisions. Marketing executives have to project customer growth while network engineers have to project traffic volume based on the entire customer population. DNA helps the prediction process by presenting actual network usage data from a business perspective, in a form that is useful to both network engineers and marketing executives. Using these projections, decisions on how to upgrade resources can be made. We show that information from DNA can be used to: (1) quantify revenue earned on each link; (2) quantify return-on-investment on performing a link upgrade; and (3) quantify the loss due to customer dissatisfaction when a link is not upgraded. We also illustrate how these formulations based on business information can be used to improve capacity planning decisions.
机译:容量规划是网络管理中的关键任务。它确定需要多少容量才能满足未来的流量需求。它直接影响客户满意度和收入。在这项工作中,我们介绍了一种称为动态净值分析器(DNA)的网络使用情况分析工具,该工具可帮助缓解网络工程师和营销主管面临的一个大问题-做出最佳的资源投资决策。营销主管必须预测客户的增长,而网络工程师必须根据整个客户群来预测流量。 DNA通过从业务角度呈现实际的网络使用情况数据(对网络工程师和营销主管均有用)的形式来帮助进行预测过程。使用这些预测,可以决定如何升级资源。我们证明,DNA信息可用于:(1)量化在每个链接上获得的收入; (2)量化执行链接升级的投资回报率; (3)量化不升级链接时客户不满意造成的损失。我们还将说明如何将基于业务信息的这些表述用于改进容量计划决策。

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