An Exponential Lower Bound On The Sub-Packetization Of Msr Codes

Electron. Colloquium Comput. Complex.(2019)

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摘要
An (n, k, l)-vector MDS code is a F-linear subspace of (F-l)(n) (for some field F) of dimension k l, such that any k (vector) symbols of the codeword suffice to determine the remaining r = n - k (vector) symbols. The length l of each codeword symbol is called the Sub-Packetization of the code. Such a code is called minimum storage regenerating (MSR), if any single symbol of a codeword can be recovered by downloading l/r field elements (which is known to be the least possible) from each of the other symbols. MSR codes are attractive for use in distributed storage systems, and by now a variety of ingenious constructions of MSR codes are available. However, they all suffer from exponentially large Sub-Packetization l greater than or similar to r(k/r). Our main result is an almost tight lower bound showing that for an MSR code, one must have l >= exp(Omega(k/r)). Previously, a lower bound of approximate to exp(root k/r), and a tight lower bound for a restricted class of "optimal access" MSR codes, were known. Our work settles a central open question concerning MSR codes that has received much attention. Further our proof is really short, hinging on one key definition that is somewhat inspired by Galois theory.
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关键词
Distributed Storage System (DSS),Maximum Distance Separable (MDS) vector codes,Repair bandwidth,Sub-Packetization,Cutset bound,Minimum Storage Regenerating (MSR) codes,MSR Subspace Families
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