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BMCloud: Minimizing Repair Bandwidth and Maintenance Cost in Cloud Storage

机译:BMCloud:最小化云存储中的修复带宽和维护成本

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摘要

To protect data in cloud storage, fault tolerance and efficient recovery become very important. Recent studies have developed numerous solutions based on erasure code techniques to solve this problem using functional repairs. However, there are two limitations to address. The first one is consistency since the Encoding Matrix (EM) is different among clouds. The other one is repairing bandwidth, which is a concern for most of us. We addressed these two problems from both theoretical and practical perspectives. We developed BMCloud, a new low repair bandwidth, low maintenance cost cloud storage system, which aims to reduce repair bandwidth and maintenance cost. The system employs both functional repair and exact repair while it inherits advantages from the both. We propose the JUDGE-STYLE algorithm, which can judge whether the system should adopt exact repair or functional repair. We implemented a networked storage system prototype and demonstrated our findings. Compared with existing solutions, BMCloud can be used in engineering to save repair bandwidth and degrade maintenance significantly.
机译:为了保护云存储中的数据,容错和有效恢复变得非常重要。最近的研究开发了许多基于擦除码技术的解决方案,以通过功能修复来解决此问题。但是,有两个限制要解决。第一个是一致性,因为云之间的编码矩阵(EM)不同。另一个是修复带宽,这是我们大多数人关心的问题。我们从理论和实践角度解决了这两个问题。我们开发了BMCloud,这是一种新型的低维修带宽,低维护成本的云存储系统,旨在减少维修带宽和维护成本。该系统既可以进行功能性维修又可以进行精确维修,同时继承了两者的优势。我们提出了JUDGE-STYLE算法,可以判断系统是采用精确修复还是功能修复。我们实施了一个网络存储系统原型,并展示了我们的发现。与现有解决方案相比,BMCloud可用于工程设计中,以节省维修带宽并显着降低维修成本。

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  • 来源
    《Mathematical Problems in Engineering》 |2013年第14期|756185.1-756185.11|共11页
  • 作者单位

    School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan 430074, China;

    School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan 430074, China,Wuhan National Laboratory for Optoelectronics, Wuhan 430074, China;

    School of Computer Science and Technology, Huazhong University of Science and Technology, Wuhan 430074, China,Wuhan National Laboratory for Optoelectronics, Wuhan 430074, China;

    School of Computer and Information Engineering, Anyang Normal University, Anyang 455000, China,Center for Biometrics Research, Southern Polytechnic State University, Atlanta, GA, USA;

    School of Computer and Information Technology, Nanyang Normal University, Nanyang 473061, China;

    School of Computer and Information Technology, Nanyang Normal University, Nanyang 473061, China;

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