DocumentCode
3515839
Title
An efficient XOR-scheduling algorithm for erasure codes encoding
Author
Luo, Jianqiang ; Xu, Lihao ; Plank, James S.
Author_Institution
Wayne State Univ., Detroit, MI, USA
fYear
2009
fDate
June 29 2009-July 2 2009
Firstpage
504
Lastpage
513
Abstract
In large storage systems, it is crucial to protect data from loss due to failures. Erasure codes lay the foundation of this protection, enabling systems to reconstruct lost data when components fail. Erasure codes can however impose significant performance overhead in two core operations: encoding, where coding information is calculated from newly written data, and decoding, where data is reconstructed after failures. This paper focuses on improving the performance of encoding, the more frequent operation. It does so by scheduling the operations of XOR-based erasure codes to optimize their use of cache memory. We call the technique XOR-scheduling and demonstrate how it applies to a wide variety of existing erasure codes. We conduct a performance evaluation of scheduling these codes on a variety of processors and show that XOR-scheduling significantly improves upon the traditional approach. Hence, we believe that XOR-scheduling has great potential to have wide impact in practical storage systems.
Keywords
cache storage; codes; scheduling; XOR-based erasure codes; XOR-scheduling algorithm; cache memory; code scheduling; coding information; erasure codes encoding; large storage system; performance evaluation; Cache memory; Data storage systems; Decoding; Encoding; Job shop scheduling; Open source software; Processor scheduling; Protection; Rain; Reed-Solomon codes;
fLanguage
English
Publisher
ieee
Conference_Titel
Dependable Systems & Networks, 2009. DSN '09. IEEE/IFIP International Conference on
Conference_Location
Lisbon
Print_ISBN
978-1-4244-4422-9
Electronic_ISBN
978-1-4244-4421-2
Type
conf
DOI
10.1109/DSN.2009.5270300
Filename
5270300
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