Financial Option Market Model for Federated Cloud Environments

A. Toosi, R. Thulasiram, R. Buyya
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引用次数: 38

Abstract

Pay-per-use service by Cloud service providers has attracted customers in the recent past and is still evolving. Since the resources being dealt within Clouds are non-storable and the physical resources need to be replaced very often, pricing the service in a way that would return profit on the initial capital investments to the service providers has been a major issue. Moreover, to maintain Quality of Service (QoS) to customers who reserve the resources in advance and may or may not be using the resources at a future date makes the resources wasted, if not allocated to other on-demand users. Therefore, a need for a mechanism to guarantee the resources to reserved users whenever they need them, while keeping the resources busy all the time is in very high demand. The concept of federation of Cloud service providers has been proposed in the past wherein resources are traded between the providers whenever need arises. We propose a financial option based Cloud resources pricing model to address the above situation. This model allows a provider to hedge the critical and risky situation of reserved users requesting the resources while all the resources have been allocated to other users, by trading (buying or outsourcing) resources from other service providers in the Cloud federation. We show that using financial option based contracts between Cloud providers in a Cloud federation, providers are able to enhance profit and acquire the needed resources at any given time. It would also help creating a trust and goodwill from the clients on the Cloud service providers by less number of QoS violation.
联邦云环境的金融期权市场模型
云服务提供商的按使用付费服务在最近吸引了客户,并且仍在不断发展。由于在云中处理的资源是不可存储的,并且物理资源需要经常更换,因此以一种能够将初始资本投资的利润返还给服务提供商的方式对服务进行定价一直是一个主要问题。此外,如果不将资源分配给其他按需用户,则为提前预订资源且将来可能使用或不使用资源的客户保持服务质量(QoS)会造成资源浪费。因此,需要一种机制来保证资源在预留用户需要的时候能够被使用,同时保持资源一直处于繁忙状态,这是非常迫切的需求。云服务提供商联盟的概念在过去已经被提出,其中资源在需要时在提供商之间进行交易。为了解决上述问题,我们提出了一种基于财务选项的云资源定价模型。此模型允许提供商通过从云联盟中的其他服务提供商处交易(购买或外包)资源,来对冲保留用户请求资源而所有资源都已分配给其他用户的关键和风险情况。我们展示了在云联盟中的云提供商之间使用基于金融期权的合同,提供商能够在任何给定的时间提高利润并获得所需的资源。这也将有助于通过减少违反QoS的数量来建立客户对云服务提供商的信任和善意。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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