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PCDedup: I/O-Activity Centric Deduplication for Improving the SSD Lifetime

Title
PCDedup: I/O-Activity Centric Deduplication for Improving the SSD Lifetime
Authors
Chun, MyoungjunKim, TaejinLee, SungjinKim, Jihong
DGIST Authors
Lee, Sungjin
Issue Date
2019-08-20
Citation
ACM SIGOPS Asia-Pacific Workshop on Systems, 16-22
Type
Conference
ISBN
9781450368933
Abstract
When data deduplication is used for extending the SSD lifetime inside an SSD, one of the key performance factors is how to manage the fingerprint cache. Since the size of the fingerprint cache is limited, the fingerprint cache should be very selective in choosing which fingerprints should be stored in the cache. In this paper, we show that write program contexts, which are automatically extracted during run time, can accurately capture their future data duplicability. Based on this observation, we propose PCDedup for SSD-internal data deduplication. PCDedup automatically filters out undesirable fingerprints from the cache, thus improving the cache hit ratio. Our experimental results show that PCDedup can improve the SSD lifetime by up to 16.4% over the existing deduplication scheme while the fingerprint management overhead is lowered on average by 68.6%. © 2019 Copyright held by the owner/author(s). Publication rights licensedto ACM.
URI
http://hdl.handle.net/20.500.11750/11439
DOI
10.1145/3343737.3343747
Publisher
Association for Computing Machinery, Inc
Related Researcher
  • Author Lee, Sungjin Data-Intensive Computing Systems Laboratory
  • Research Interests Computer System, System Software, Storage System, Non-volatile Memory, Flash-based SSD, Distributed Storage Systems
Files:
There are no files associated with this item.
Collection:
Department of Information and Communication EngineeringData-Intensive Computing Systems Laboratory2. Conference Papers


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