分布式视频服务器的性能和可靠性研究:镜像还是奇偶校验?

Jamel Gafsi, E. Biersack
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引用次数: 15

摘要

我们研究视频服务器的性能和可靠性。我们根据所使用的冗余技术(镜像与奇偶校验)和冗余数据的分布粒度对几种可靠性方案进行了分类。然后,我们为每个方案提出了适当的数据布局。为了计算服务器可靠性,我们采用了基于马尔可夫链的离散建模方法。此外,我们专注于实现高可靠性和低每流成本之间的权衡。我们的结果表明,与直觉相反,对于相同程度的可靠性,基于镜像的方案在每个流成本和磁盘故障后重新启动延迟方面总是优于基于奇偶校验的方案。我们的结果还表明,与经典的交错镜像方案相比,将单个磁盘的原始数据复制到所有磁盘的子集上的镜像方案显着提高了服务器可靠性,并略微增加了每个流的成本。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Performance and reliability study for distributed video servers: mirroring or parity?
We study video server performance and reliability. We classify several reliability schemes based on the redundancy technique used (mirroring vs. parity) and of the distribution granularity of redundant data. Then, we propose for each scheme its adequate data layout. To calculate the server reliability we apply discrete modeling based on Markov chains. Further we focus on the trade-off between achieving high reliability and low per stream cost. Our results show that, in contrast to intuition, for the same degree of reliability mirroring-based schemes always outperform parity-based schemes in terms of per stream cost and also restart latency after disk failure. Our results also show that a mirroring scheme that copies original data of a single disk onto a subset of all disks significantly improves the server reliability and slightly increases the per stream cost as compared to the classical interleaved mirroring scheme.
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