利用仿真模型评价效用计算拍卖的经济效益

Sin Siong Teo
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摘要

效用计算是IBM两年前启动的一个试点项目。它使用计算机网络连接服务提供商和客户,允许客户在线进行计算机应用。该技术旨在为客户提供一种经济有效的方式来进行他们的计算机应用,而无需购买计算机软件。客户使用供应商的平台来管理他们的计算机应用程序,为他们消费的任何东西付费。随着它的实施。IBM发现,当客户流量高时,他们必须处理缓冲区空间不足的问题,而当客户流量低时,缓冲区空间利用率不足的问题。客户流量的不规则性使得供应商不可能对他们的资源进行廉价定价,从而降低了客户的需求。建议的解决方案是通过拍卖商出售效用计算,供应商聚集在一起为客户竞标。拍卖师将客户分配给出价最低的卖主。利用拍卖师进行交易,假设资源将得到有效利用,价格将显著降低。为了验证这一假设,研究人员创建了两个模拟模型来描述两个系统,一个有拍卖师在场,另一个没有。使用指定的指标来衡量系统的质量,项目发现拍卖商通过更好的资源管理提高了效率。结果表明,在一次拍卖中,消费者剩余和生产者剩余增加不显著。进一步的分析表明,效用计算拍卖也能够服务于更大的人群。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Evaluating the economic efficiency of utility computing auction using a simulation model
Utility computing was a pilot program started by IBM two years ago. It uses computer network to link service providers and customers allowing customers to conduct their computer applications online. The technology aims to provide customer a cost efficient way of conducting their computer application without the need to purchase computer software. Customers conduct their computer application using vendors' platform paying for whatever they consume. With its implementation. IBM discovered that they have to deal with the problem of insufficient buffer space when customer traffic is high and under utilized buffer space when customer traffic is low. The irregularity of customer traffic makes it impossible for vendors to price their resources cheaply and therefore less desirable to the customers. The proposed solution is to sell utility computing through an auctioneer where vendors come together to bid for the customers. The auctioneer allocates customers to the vendor with the lowest bid. Using an auctioneer to conduct transactions, it was hypothesized that resources will be efficiently utilized and prices will be significantly lower. To test the hypothesis, two simulation models were created to depict two systems, one in the presence of an auctioneer another without. Using specified indicators to measure the quality of the system, the project discovers that an auctioneer improves efficiency through better resource management. The results obtained showed that consumer and producer surplus increase insignificantly in an auction. Further analysis showed utility computing auction is also capable of serving a larger population.
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