Title :
Regenerating codes for errors and erasures in distributed storage
Author :
Rashmi, K.V. ; Shah, Nihar B. ; Ramchandran, Kannan ; Kumar, P. Vijay
Author_Institution :
Dept. of EECS, Univ. of California, Berkeley, CA, USA
Abstract :
Regenerating codes are a class of codes proposed for providing reliability of data and efficient repair of failed nodes in distributed storage systems. In this paper, we address the fundamental problem of handling errors and erasures at the nodes or links, during the data-reconstruction and node-repair operations. We provide explicit regenerating codes that are resilient to errors and erasures, and show that these codes are optimal with respect to storage and bandwidth requirements. As a special case, we also establish the capacity of a class of distributed storage systems in the presence of malicious adversaries. While our code constructions are based on previously constructed Product-Matrix codes, we also provide necessary and sufficient conditions for introducing resilience in any regenerating code.
Keywords :
distributed memory systems; product codes; reliability; storage management; bandwidth requirement; code construction; data reconstruction; data reliability; distributed storage system; error handling; failed node repair; malicious adversaries; node-repair operation; product-matrix code; regenerating code; storage requirement; Bandwidth; Decoding; Encoding; Maintenance engineering; Network coding; Security; Symmetric matrices;
Conference_Titel :
Information Theory Proceedings (ISIT), 2012 IEEE International Symposium on
Conference_Location :
Cambridge, MA
Print_ISBN :
978-1-4673-2580-6
Electronic_ISBN :
2157-8095
DOI :
10.1109/ISIT.2012.6283046