DocumentCode
91933
Title
An Efficient Binary Locally Repairable Code for Hadoop Distributed File System
Author
Shahabinejad, Mostafa ; Khabbazian, Majid ; Ardakani, Masoud
Author_Institution
Dept. of Electr. & Comput. Eng., Univ. of Alberta, Edmonton, AB, Canada
Volume
18
Issue
8
fYear
2014
fDate
Aug. 2014
Firstpage
1287
Lastpage
1290
Abstract
In the Hadoop distributed file systems (HDFSs), to lower costly communication traffic for data recovery, the concept of locally repairable codes (LRCs) has been recently proposed. With regard to the immense size of modern energy-hungry HDFS, computational complexity reduction can be attractive. In this letter, to avoid finite field multiplications, which are the major source of complexity, we put forward the idea of designing binary locally repairable codes (BLRCs). More specifically, we design a BLRC with a length of 15, rate of 2/3, and minimum distance of 4, which has the minimum possible locality among its type. We show that our code has lower complexity than most recent non-binary LRC in the literature while meeting other desirable requirements in HDFS such as storage overhead and reliability.
Keywords
computational complexity; distributed databases; network operating systems; storage management; BLRC; HDFS; Hadoop distributed file system; LRC; binary locally repairable code; computational complexity reduction; data recovery; Computational complexity; Decoding; Encoding; Maintenance engineering; Reliability; Systematics; Erasure coding; hadoop distributed file system; locally repairable codes;
fLanguage
English
Journal_Title
Communications Letters, IEEE
Publisher
ieee
ISSN
1089-7798
Type
jour
DOI
10.1109/LCOMM.2014.2332491
Filename
6853382
Link To Document