Title :
On codes for optimal rebuilding access
Author :
Wang, Zhiying ; Tamo, Itzhak ; Bruck, Jehoshua
Author_Institution :
Electr. Eng. Dept., California Inst. of Technol., Pasadena, CA, USA
Abstract :
MDS (maximum distance separable) array codes are widely used in storage systems due to their computationally efficient encoding and decoding procedures. An MDS code with r redundancy nodes can correct any r erasures by accessing (reading) all the remaining information in both the systematic nodes and the parity (redundancy) nodes. However, in practice, a single erasure is the most likely failure event; hence, a natural question is how much information do we need to access in order to rebuild a single storage node? We define the rebuilding ratio as the fraction of remaining information accessed during the rebuilding of a single erasure. In our previous work we constructed array codes that achieve the optimal rebuilding ratio of 1/r for the rebuilding of any systematic node, however, all the information needs to be accessed for the rebuilding of the parity nodes. Namely, constructing array codes with a rebuilding ratio of 1/r for an arbitrary erasure was left as an open problem. In this paper, we solve this open problem and present array codes that achieve the lower bound of 1/r for rebuilding any single systematic or parity node.
Keywords :
decoding; encoding; storage management; computationally efficient encoding; decoding procedures; lower bound; maximum distance separable array codes; optimal rebuilding access; redundancy nodes; storage systems; Arrays; Bandwidth; Equations; Generators; Redundancy; Systematics; Vectors;
Conference_Titel :
Communication, Control, and Computing (Allerton), 2011 49th Annual Allerton Conference on
Conference_Location :
Monticello, IL
Print_ISBN :
978-1-4577-1817-5
DOI :
10.1109/Allerton.2011.6120327