With the growth in popularity of cloud computing, object storage systems (e.g., Amazon S3, OpenStack Swift, Ceph) have gained momentum for their relatively low per-GB costs and high availability. However, as increasingly more sensitive data is being accrued, the need to natively integrate privacy controls into the storage is growing in relevance. Today, due to the poor object storage interface, privacy controls are enforced by data curators with full access to data in the clear. This motivates the need for a new approach to data privacy that can provide strong assurance and control to data owners. To fulfill this need, this paper presents EGEON, a novel software-defined data protection framework for object storage. EGEON enables users to declaratively set privacy policies on how their data can be shared. In the privacy policies, the users can build complex data protection services through the composition of data transformations, which are invoked inline by EGEON upon a read request. As a result, data owners can trivially display multiple views from the same data piece, and modify these views by only updating the policies. And all without restructuring the internals of the underlying object storage system. The EGEON prototype has been built atop OpenStack Swift. Evaluation results shows promise in developing data protection services with little overhead directly into the object store. Further, depending on the amount of data filtered out in the transformed views, end-to-end latency can be low due to the savings in network communication.
翻译:随着云计算普及程度的提高,物体存储系统(如亚马逊 S3, OpenStack Swift, Ceph)由于相对较低的每GB成本和可获取性而获得了相对较低的动力。然而,随着日益敏感的数据的积累,本地将隐私控制纳入存储库的必要性正在增加。今天,由于天体存储接口差,隐私控制由数据保管员实施,并能够完全访问清晰的数据。这促使有必要对数据隐私采取新的办法,为数据所有者提供强有力的保证和控制。为了满足这一需要,本文件展示了EGEON,这是一个新的软件定义的数据保护框架,用于物体存储。EGEON使用户能够对如何共享数据进行公开的保密政策。在隐私政策中,用户可以通过数据转换的构成来建立复杂的数据保护服务,EGEON在阅读请求时可以在线引用这些数据转换。结果是,数据所有者可以轻描淡地展示来自同一数据集的多种观点,并且仅通过更新政策来修改这些观点。所有这一切都没有将目标对软件进行软件定义的软件定义的软件定义的软件定义。EGEGO-GO在基础的服务器上,在S-stal-stal deview 上,在S preving dal deal preving dust the deal deal vidududustr viduduction views be the dash dal be dal viduction smad dald the dald views be smad viewsmaxmal smad smad mad viewsssmald views bessmald smad massssssssssssss sald sald saldaldaldald saldaldaldaldald sald sald sald salssmstaldaldalsmstaldaldaldaldaldaldald sals.sssmaldaldaldals.s.s.s.