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Rack-Aware Cooperative Regenerating Codes
arXiv - CS - Information Theory Pub Date : 2021-02-24 , DOI: arxiv-2102.12421 Shreya Gupta, V. Lalitha
arXiv - CS - Information Theory Pub Date : 2021-02-24 , DOI: arxiv-2102.12421 Shreya Gupta, V. Lalitha
In distributed storage systems, cooperative regenerating codes tradeoff
storage for repair bandwidth in the case of multiple node failures. In
rack-aware distributed storage systems, there is no cost associated with
transferring symbols within a rack. Hence, the repair bandwidth will only take
into account cross-rack transfer. Rack-aware regenerating codes for the case of
single node failures have been studied and their repair bandwidth tradeoff
characterized. In this paper, we consider the framework of rack-aware
cooperative regenerating codes for the case of multiple node failures where the
node failures are uniformly distributed among a certain number of racks. We
characterize the storage repair-bandwidth tradeoff as well as derive the
minimum storage and minimum repair bandwidth points of the tradeoff. We also
provide constructions of minimum bandwidth rack-aware cooperative regenerating
codes for all parameters.
中文翻译:
机架感知的协作再生代码
在分布式存储系统中,在多个节点发生故障的情况下,协作再生代码会权衡存储以修复带宽。在可识别机架的分布式存储系统中,与在机架内传输符号无关的成本。因此,维修带宽将仅考虑跨机架传输。已经研究了针对单节点故障的机架感知再生代码,并描述了其修复带宽的权衡特性。在本文中,我们考虑了在多个节点故障情况下机架感知的协作再生代码框架,在这种情况下,节点故障均匀分布在一定数量的机架中。我们表征了存储修复带宽权衡,并得出了最小存储和最小修复带宽点的权衡。
更新日期:2021-02-25
中文翻译:
机架感知的协作再生代码
在分布式存储系统中,在多个节点发生故障的情况下,协作再生代码会权衡存储以修复带宽。在可识别机架的分布式存储系统中,与在机架内传输符号无关的成本。因此,维修带宽将仅考虑跨机架传输。已经研究了针对单节点故障的机架感知再生代码,并描述了其修复带宽的权衡特性。在本文中,我们考虑了在多个节点故障情况下机架感知的协作再生代码框架,在这种情况下,节点故障均匀分布在一定数量的机架中。我们表征了存储修复带宽权衡,并得出了最小存储和最小修复带宽点的权衡。