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TERS: a traffic efficient repair scheme for repairing multiple losses in erasure-coded distributed storage systems
- Source :
- International Journal of Computational Science and Engineering. 16:242
- Publication Year :
- 2018
- Publisher :
- Inderscience Publishers, 2018.
-
Abstract
- The high repair traffic and the long repair time of erasure coding have posed a new challenge: how to minimise the amount of data transferred among nodes and reduce the repair time when repairing the lost data. Existing schemes are mostly designed for single node failures, which incur high network traffic and result in low efficiency. In this paper, we propose a traffic efficient repair scheme TERS suitable for repairing data losses when multiple nodes fail. To evaluate the repair cost and the repair time, we provide an implementation of integrating TERS into HDFS-RAID. The numerical results confirm that TERS reduces the repair traffic by 44% on average compared with the traditional erasure codes and regenerating codes. Theoretical analysis shows that TERS effectively reduces the repair time.
- Subjects :
- Scheme (programming language)
Repair time
business.industry
Computer science
food and beverages
Computational Mathematics
Single node
Computational Theory and Mathematics
Hardware and Architecture
Modeling and Simulation
Distributed data store
Erasure
business
Erasure code
human activities
computer
Software
Computer network
computer.programming_language
Subjects
Details
- ISSN :
- 17427193 and 17427185
- Volume :
- 16
- Database :
- OpenAIRE
- Journal :
- International Journal of Computational Science and Engineering
- Accession number :
- edsair.doi...........89cf9f186717f41184042ac4a139a74e
- Full Text :
- https://doi.org/10.1504/ijcse.2018.10012847