DocumentCode :
80720
Title :
Optimal Locally Repairable and Secure Codes for Distributed Storage Systems
Author :
Rawat, A.S. ; Koyluoglu, O.O. ; Silberstein, Natalia ; Vishwanath, Sriram
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Texas at Austin, Austin, TX, USA
Volume :
60
Issue :
1
fYear :
2014
fDate :
Jan. 2014
Firstpage :
212
Lastpage :
236
Abstract :
This paper aims to go beyond resilience into the study of security and local-repairability for distributed storage systems (DSSs). Security and local-repairability are both important as features of an efficient storage system, and this paper aims to understand the trade-offs between resilience, security, and local-repairability in these systems. In particular, this paper first investigates security in the presence of colluding eavesdroppers, where eavesdroppers are assumed to work together in decoding the stored information. Second, this paper focuses on coding schemes that enable optimal local repairs. It further brings these two concepts together to develop locally repairable coding schemes for DSS that are secure against eavesdroppers. The main results of this paper include: 1) an improved bound on the secrecy capacity for minimum storage regenerating codes; 2) secure coding schemes that achieve the bound for some special cases; 3) a new bound on minimum distance for locally repairable codes; 4) code construction for locally repairable codes that attain the minimum distance bound; and 5) repair-bandwidth-efficient locally repairable codes with and without security constraints.
Keywords :
distributed databases; security of data; DSS; code construction; colluding eavesdroppers; distributed storage systems; local-repairability; locally repairable coding schemes; minimum storage regenerating codes; optimal locally repairable codes; secrecy capacity; secure coding schemes; stored information decoding; Bandwidth; Decision support systems; Encoding; Maintenance engineering; Resilience; Security; Vectors; Coding for distributed storage systems; locally repairable codes; repair bandwidth efficient codes; security;
fLanguage :
English
Journal_Title :
Information Theory, IEEE Transactions on
Publisher :
ieee
ISSN :
0018-9448
Type :
jour
DOI :
10.1109/TIT.2013.2288784
Filename :
6655894
Link To Document :
بازگشت