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Cascade Codes for Distributed Storage Systems

Mehran Elyasi, Soheil Mohajer

2020IEEE Transactions on Information Theory22 citationsDOIOpen Access PDF

Abstract

A novel coding scheme for exact repair-regenerating codes is presented in this paper. The codes proposed in this work can trade between the repair bandwidth of nodes (number of downloaded symbols from each surviving node in a repair process) and the required storage overhead of the system. These codes work for general system parameters (n, k, d), which are the total number of nodes, the number of nodes suffice for data recovery, and the number of helper nodes in a repair process, respectively. The proposed construction offers a unified scheme to develop exact-repair regenerating codes for the entire trade-off, including the MBR and MSR points. We conjecture that the new storage-vs.-bandwidth trade-off achieved by the proposed codes is optimum. Some other key features of this code include: the construction is linear; the required field size is only Θ(n); and the code parameters and in particular sub-packetization level is at most (d - k +1) <sup xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">k</sup> ; which is independent of the number of the parity nodes. Moreover, the proposed repair mechanism is helperindependent, that is the data sent from each helper only depends on the identity of the helper and failed nodes, but independent of the identity of other helper nodes participating in the repair process.

Topics & Concepts

Distributed data storeComputer scienceCoding (social sciences)Linear codeTheoretical computer scienceComputer networkFountain codeOverhead (engineering)Distributed computingDecoding methodsErasure codeCascadeNode (physics)Online codesDistributed source codingMathematicsRaptor codeCombinatorial designCode (set theory)Maintenance engineeringAlgorithmLinear network codingConcatenated error correction codeGraph theoryLow-density parity-check codeBandwidth (computing)Tornado codeIdentity (music)ConjectureLuby transform codeAdvanced Data Storage TechnologiesDistributed systems and fault toleranceAmmonia Synthesis and Nitrogen Reduction
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