a class of msr codes for clustered distributed storage
FOS: Computer and information sciences
0508 media and communications
Computer Science - Information Theory
Information Theory (cs.IT)
05 social sciences
0202 electrical engineering, electronic engineering, information engineering
02 engineering and technology
DOI:
10.48550/arxiv.1801.02014
Publication Date:
2018-06-01
AUTHORS (3)
ABSTRACT
9 pages, a part of this paper is submitted to IEEE ISIT2018<br/>Clustered distributed storage models real data centers where intra- and cross-cluster repair bandwidths are different. In this paper, exact-repair minimum-storage-regenerating (MSR) codes achieving capacity of clustered distributed storage are designed. Focus is given on two cases: $��=0$ and $��=1/(n-k)$, where $��$ is the ratio of the available cross- and intra-cluster repair bandwidths, $n$ is the total number of distributed nodes and $k$ is the number of contact nodes in data retrieval. The former represents the scenario where cross-cluster communication is not allowed, while the latter corresponds to the case of minimum cross-cluster bandwidth that is possible under the minimum storage overhead constraint. For the $��=0$ case, two types of locally repairable codes are proven to achieve the MSR point. As for $��=1/(n-k)$, an explicit MSR coding scheme is suggested for the two-cluster situation under the specific condition of $n = 2k$.<br/>
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