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author:

Shen, Zhirong (Shen, Zhirong.) [1] | Lee, Patrick P.C. (Lee, Patrick P.C..) [2] | Shu, Jiwu (Shu, Jiwu.) [3] | Guo, Wenzhong (Guo, Wenzhong.) [4] (Scholars:郭文忠)

Indexed by:

EI Scopus

Abstract:

Erasure coding has been increasingly used by distributed storage systems to maintain fault tolerance with low storage redundancy. However, how to enhance the performance of degraded reads in erasure-coded storage has been a critical issue. We revisit this problem from two different perspectives that are neglected by existing studies: data placement and encoding rules. To this end, we propose an encoding-aware data placement (EDP) approach that aims to reduce the number of I/Os in degraded reads during a single failure for general XOR-based erasure codes. EDP carefully places sequential data based on the encoding rules of the given erasure code. Trace-driven evaluation results show that compared to two baseline data placement methods, EDP reduces up to 37.4% of read data on the most loaded disk and shortens up to 15.4% of read time. © 2016 IEEE.

Keyword:

Digital storage Encoding (symbols) Fault tolerance Fault tolerant computer systems Forward error correction Multiprocessing systems Signal encoding

Community:

  • [ 1 ] [Shen, Zhirong]College of Mathematics and Computer Science, Fuzhou University, China
  • [ 2 ] [Shen, Zhirong]Fujian Key Laboratory of Network Computing and Intelligent Information Processing, Fuzhou, China
  • [ 3 ] [Shen, Zhirong]Key Laboratory of Spatial Data Mining and Information Sharing, Minstry of Education, Fuzhou, China
  • [ 4 ] [Lee, Patrick P.C.]Department of Computer Science and Engineering, Chinese University of Hong Kong, Hong Kong
  • [ 5 ] [Shu, Jiwu]Department of Computer Science and Technology, Tsinghua University, China
  • [ 6 ] [Guo, Wenzhong]College of Mathematics and Computer Science, Fuzhou University, China
  • [ 7 ] [Guo, Wenzhong]Fujian Key Laboratory of Network Computing and Intelligent Information Processing, Fuzhou, China
  • [ 8 ] [Guo, Wenzhong]Key Laboratory of Spatial Data Mining and Information Sharing, Minstry of Education, Fuzhou, China

Reprint 's Address:

  • 郭文忠

    [guo, wenzhong]college of mathematics and computer science, fuzhou university, china;;[guo, wenzhong]key laboratory of spatial data mining and information sharing, minstry of education, fuzhou, china;;[guo, wenzhong]fujian key laboratory of network computing and intelligent information processing, fuzhou, china

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ISSN: 1060-9857

Year: 2016

Volume: 0

Page: 239-248

Language: English

Cited Count:

WoS CC Cited Count:

SCOPUS Cited Count: 9

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 1

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