面向弹性扩展的云服务动态定价决策

Mengke Feng, Yan Cheng, Aiqing Kou
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引用次数: 0

摘要

弹性扩展服务和动态定价能否为云服务提供商带来更多利润?如果是这样,在什么情况下可以实现利益最大化?本文提出了一种基于马尔可夫过程的面向弹性扩展的云服务定价决策支持模型。此服务仅提供给时间敏感度不同的长期合同客户,并将市场划分为无时间敏感度、低时间敏感度、高时间敏感度、分散时间敏感度四类。本文的目的是展示弹性伸缩服务对于云服务提供商是否必要。通过实验仿真可以发现,当客户的时间敏感性较高或分散时,弹性缩放服务可以为供应商带来更多的利润。面对顾客分散的时间敏感性,动态定价策略显得尤为重要。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Dynamic Pricing Decision of Cloud Service Oriented to Elastic Scaling
Can elastic scaling service and dynamic pricing bring more profits to cloud service providers? If so, under what circumstances can the benefits be maximized? In this article, a decision support model based on Markov process is proposed for pricing of cloud service oriented to elastic scaling. This service is only provided to Long-term contract customers with different time sensitivities, which will be used to divide the market into four categories: no time sensitivity, low time sensitivity, high time sensitivity, and scattered time sensitivity. The purpose of this article is to show whether elastic scaling service is necessary for cloud service providers. Through the experimental simulation, it can be found that the elastic scaling service can bring more profits to the supplier when the customer's time sensitivity is high or scattered. Dynamic pricing strategy is particularly important when facing the scattered time sensitivity of customers.
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