云存储服务的云提供商选择模型,以满足可用性要求

E. Oki, Ryoma Kaneko, N. Kitsuwan, T. Kurimoto, S. Urushidani
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引用次数: 2

摘要

高性价比的云存储服务以其便利性吸引用户;在服务可用性和使用成本之间存在权衡。我们为云存储服务开发了两种云提供商选择模型,以最小化总使用成本。模型选择多个云提供商,并考虑不可用性以满足用户需求。第一个模型称为用户复制(UC)模型,它允许选择多个云提供商,其中用户自己为多个提供商复制其数据。除了UC模型的用户复制功能之外,第二个模型(称为用户和云提供商复制(UCC)模型)允许云提供商复制数据以将其交付给其他云提供商。如果至少有一个云提供商可用,则该云服务可用。我们将这两个模型表述为整数线性规划(ILP)问题。我们的性能评估发现,与选择单一云提供商相比,这两种模型都降低了总使用成本。随着用户和云提供商之间的带宽使用成本的增加,UCC模式比UC模式更有利。我们实现了云存储服务的原型。
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Cloud provider selection models for cloud storage services to meet availability requirements
Cost-effective cloud storage services attract users with their convenience; there is a trade-off between the service availability and the usage cost. We develop two cloud provider selection models for cloud storage services to minimize the total cost of usage. The models select multiple cloud providers with considering unavailability to meet the user requirements. The first model, called a user-copy (UC) model, allows to select multiple cloud providers, where a user itself makes copies of its data for multiple providers. In addition to the user copy function of the UC model, the second model, which is called a user and cloud-provider copy (UCC) model, allows cloud providers to make copies of the data to deliver them to other cloud providers. The cloud service is available if at least one cloud provider is available. We formulate both models as integer linear programming (ILP) problems. Our performance evaluation observes that both models reduce the total cost of usage, compared to the single cloud provider selection. As the cost of bandwidth usage between a user and a cloud provider increases, the UCC model becomes more beneficial than the UC model. We implement the prototype for cloud storage services.
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