基于网络编码的分布式存储系统的远程数据校验

Bo Chen, Reza Curtmola, G. Ateniese, R. Burns
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引用次数: 264

摘要

远程数据检查(RDC)是一种技术,通过这种技术,客户可以确定外包给不受信任的服务器的数据在一段时间内保持完整。RDC是一种有用的预防工具,允许客户端定期检查数据是否损坏,并且在检测到损坏时作为修复工具。RDC最初是在单服务器环境下提出的,后来被扩展到分布式存储系统中的数据完整性验证,这些系统依赖于复制和擦除编码在多个服务器上冗余存储数据。最近,提出了一种基于网络编码增加冗余的技术,由于修复损坏的服务器的通信开销非常低,因此提供了有趣的权衡。与之前专注于最小化预防阶段成本的RDC工作不同,我们对依赖网络编码的分布式系统的RDC方案进行了全面的研究,以最小化预防和修复阶段的综合成本。提出了一种安全高效的分布式存储RDC- nc方案。RDC-NC减轻了源于网络编码基本原理的新攻击。该方案能够在敌对设置下保持网络编码在良性设置下实现的修复组件的最小通信开销。我们实现了我们的方案,并通过实验证明它对客户端和服务器来说都是计算成本低廉的。
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Remote data checking for network coding-based distributed storage systems
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.
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