储能电网市场的风险对冲:期权能为远期交易增加价值吗?

Anna Ye Du, Sanjukta Das, R. Gopal, R. Ramesh
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引用次数: 5

摘要

互联网存储服务允许企业不再维护自己的内部存储网络。服务提供商目前遵循公用事业定价模式,这意味着他们承担了客户存储需求波动带来的所有风险。互联网存储服务提供商承担的风险对收入有很大影响,因为互联网初创企业和较小的公司是其客户的重要组成部分,它们面临着显著的需求随机性。我们开发了一种期权定价机制来对冲这种风险,并评估其对-à-vis远期合约的有效性。我们得到了期权在远期合约中占主导地位的条件,以及供应商必须决定适当定价机制时所涉及的权衡。我们的实证研究使用公开可获得的Amazon S3客户端的流量数据来验证分析结果。我们表明,供应商可以从在其风险对冲组合中包含期权中显著获益,特别是当买方在构建自己的数据网络时所面临的成本变化较小,而不是使用云服务时。
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Risk hedging in storage grid markets: Do options add value to forwards?
Internet storage services allow businesses to move away from maintaining their own internal storage networks. Service providers currently follow a utility pricing model which translates to them absorbing all the risk that arises from the fluctuating storage needs of their customers. The risk borne by the Internet storage service providers has large revenue implications as Internet startups and smaller companies, which face significant demand stochasticity, constitute an important segment of their clientele. We develop an option pricing mechanism to hedge against this risk and evaluate its effectiveness vis-à-vis forward contracts. We obtain the conditions under which options dominate forward contracts and the trade-offs involved when the provider has to decide on appropriate pricing mechanisms. Our empirical study uses publicly obtainable traffic data of Amazon S3 clients to validate the analytical results. We show that providers can significantly benefit from including options in their risk-hedging portfolio, especially when there is less variation in the costs faced by the buyers in building their own data networks as opposed to using cloud services.
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