将数据管理委托给云:一个电信公司的案例研究

Qing Gu, P. Lago, Simone Potenza
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引用次数: 5

摘要

支持迁移到云的一个主要动机是将大量数据的管理委托给云提供商。为了使数据云概念获得成功,提供商必须确保可用性、可靠性和数据完整性以及其他质量。到目前为止,很少有研究涉及数据云提供可以为能源效率提供的潜在好处。在这个在跨国电信组织中进行的案例研究中,我们调查了将数据管理委托给云在哪些情况下可以为云客户增加价值,在能源消耗(因此效率)和在云中存档数据时的成本方面。结果表明,只有当消费者在数据类型、保留期和使用频率方面产生某些特征时,数据云迁移才有益。我们设计了一个名为“能源价值框架”的框架,该框架可以估计公司管理数据的方式所造成的浪费,从而确定哪些数据可以并且应该迁移到云提供商。
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Delegating data management to the cloud: A case study in a telecommunication company
A main incentive in favor of migrating to the cloud is delegating the management of large volumes of data to cloud providers. To make the notion of data cloud successful, providers must ensure availability, reliability, and data integrity among other qualities. Few researches so far have addressed the potential benefits data cloud provisioning can offer for energy efficiency. In this case study carried out in a multi-national telecommunication organization, we investigate under which circumstances delegating data management to the cloud can add value to cloud customers, in terms of both energy consumption (hence efficiency) and cost when archiving data in the cloud. Results show that data cloud migration is beneficial only if consumers yield certain characteristics in terms of type of data, retention period, and frequency of usage. We design a framework called “Value of Energy framework”, that estimates wastes in the way a company manages data, and hence identify what data can and should be migrated to a cloud provider.
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