Lower Bounds on the Sub-Packetization Level of MSR Codes and Characterizing Optimal-Access MSR Codes Achieving the Bound

IEEE Transactions on Information Theory(2022)

引用 4|浏览20
暂无评分
摘要
We present two lower bounds on sub-packetization level $\alpha $ of MSR codes with parameters $(n, k, d=n-1, \alpha )$ where $n$ is the block length, $d$ is the number of helper nodes contacted during single-node repair, $\alpha $ the sub-packetization level and $k\alpha $ the scalar dimension. The first bound we present is for any MSR code and is given by $\alpha \ge e^{\frac {(k-1)(r-1)}{2r^{2}}}$ . The second bound we present is for the case of optimal-access MSR codes and the bound is given by $\alpha \ge \min \left\{{ r^{\frac {n-1}{r}}, r^{k-1} }\right\}$ . There exist optimal-access MSR constructions that achieve the second sub-packetization level bound with an equality making this bound tight. We also prove that for an optimal-access MSR code to have optimal sub-packetization level under the constraint that the $\beta $ scalar symbol indices we access from a given helper node is dependent only on the index of the failed node, it is necessary that the support of the parity-check matrix be the same as the support structure of the existing MSR constructions in literature such as the Clay code.
更多
查看译文
关键词
Coding theory,distributed storage,regenerating codes,minimum storage regenerating (MSR) codes,optimal access repair,bounds on sub-packetization level,optimal sub-packetization level codes and structure theorems
AI 理解论文
溯源树
样例
生成溯源树,研究论文发展脉络
Chat Paper
正在生成论文摘要