DeltaNC: Efficient File Updates for Network-Coding-Based Cloud Storage Systems

M. R. Zakerinasab, Mea Wang
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引用次数: 1

Abstract

In recent years, cloud storage systems have emerged as the primary solution for online storage and information sharing. Due to efficient storage and bandwidth utilization, the use of erasure codes and network coding is proven to effectively provide fault tolerance and fast content retrieval in cloud storage systems. In a nutshell, coded blocks are distributed among storage nodes, and file retrieval is accomplished by downloading sufficient coded blocks from any group of storage nodes. However, due to high correlation between coded blocks and the original file, even a single-byte update invalidates all coded blocks in the system. In this paper, we introduce DeltaNC, a new differential update algorithm that keeps all coded blocks in a network-coding-based cloud storage system synchronized by transmitting only the changes in the file. Our experimental results, from a trace-driven simulator, show that DeltaNC significantly reduces the bandwidth and CPU usage and its performance is comparable to that offered by the Diff program, the common tool for updating files.
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DeltaNC:基于网络编码的云存储系统的高效文件更新
近年来,云存储系统已成为在线存储和信息共享的主要解决方案。由于存储和带宽的有效利用,使用擦除码和网络编码被证明可以有效地提供云存储系统的容错和快速内容检索。简而言之,编码块分布在存储节点之间,通过从任何一组存储节点下载足够的编码块来完成文件检索。然而,由于编码块与原始文件之间的高度相关性,即使是单字节更新也会使系统中的所有编码块无效。在本文中,我们介绍了DeltaNC,一种新的差分更新算法,它通过仅传输文件中的更改来保持基于网络编码的云存储系统中所有编码块的同步。我们在跟踪驱动模拟器上的实验结果表明,DeltaNC显著降低了带宽和CPU使用率,其性能可与Diff程序(用于更新文件的常用工具)提供的性能相媲美。
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