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Remote Data Checking for Network Coding-based Distributed Storage Systems

机译:基于网络编码的分布式存储系统的远程数据检查

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Remote Data Checking (RDC) is a technique by which clients can establish that data outsourced at untrusted servers remains intact over time. RDC is useful as a prevention tool, allowing clients to periodically check if data has been damaged, and as a repair tool whenever damage has been detected. Initially proposed in the context of a single server, RDC was later extended to verify data integrity in distributed storage systems that rely on replication and on erasure coding to store data redundantly at multiple servers. Recently, a technique was proposed to add redundancy based on network coding, which offers interesting tradeoffs because of its remarkably low communication overhead to repair corrupt servers. Unlike previous work on RDC which focused on minimizing the costs of the prevention phase, we take a holistic look and initiate the investigation of RDC schemes for distributed systems that rely on network coding to minimize the combined costs of both the prevention and repair phases. We propose RDC-NC, a novel secure and efficient RDC scheme for network coding-based distributed storage systems. RDC-NC mitigates new attacks that stem from the underlying principle of network coding. The scheme is able to preserve in an adversarial setting the minimal communication overhead of the repair component achieved by network coding in a benign setting. We implement our scheme and experimentally show that it is computationally inexpensive for both clients and servers.
机译:远程数据检查(RDC)是一种技术,通过该技术,客户端可以确定在不受信任的服务器上外包的数据会随着时间的推移保持不变。 RDC可用作预防工具,允许客户定期检查数据是否已损坏,并且在检测到损坏时用作修复工具。 RDC最初是在单个服务器的上下文中提出的,后来扩展为验证分布式存储系统中的数据完整性,该分布式存储系统依靠复制和擦除编码在多个服务器上冗余地存储数据。近来,提出了一种基于网络编码来添加冗余的技术,该技术提供了有趣的折衷,因为其修复损坏服务器的通信开销非常低。与以前关于RDC的工作着重于使预防阶段的成本最小化不同,我们采取整体的眼光,并开始对依赖网络编码的分布式系统的RDC方案进行研究,以最小化预防和修复阶段的总成本。我们提出了RDC-NC,这是一种用于基于网络编码的分布式存储系统的新颖安全高效的RDC方案。 RDC-NC减轻了源自网络编码基本原理的新攻击。该方案能够在对抗设置中保留通过良性设置中的网络编码实现的修复组件的最小通信开销。我们实施了该方案,并通过实验证明了该方案对于客户端和服务器而言在计算上都是廉价的。

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