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Cluster and Single-Node Analysis of Long-Term ...

13 Cluster and Single-Node Analysis of Long-TermDeduplication Pa ernsZHEN JASON SUN,National University of Defense TechnologyGEOFF KUENNING,Harvey Mudd CollegeSONAM MANDAL,Stony Brook UniversityPHILIP SHILANE,Dell EMCVASILY TARASOV,IBM ResearchNONG XIAO,National University of Defense TechnologyEREZ ZADOK,Stony Brook UniversityDeduplication has become essential in disk-based backup systems, but there have been few Long-Term studiesof backup workloads. Most past studies either were of a small static snapshot or covered only a short periodthat was not representative of how a backup system evolves over time. For this article, we rst collected 21months of data from a shared user le system; 33 users and over 4,000 snapshots are covered. We then analyzedthe data set, examining a variety of essential characteristics across two dimensions: Single-Node deduplicationand Cluster deduplication .

deduplication ratios. Moreover, the data that some users share with others had a much higher deduplication ... understanding such data sets’ characteristics, we can design more e￿cient storage systems [10, 11, 35]. However, data sets may vary signi￿cantly …

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  Data, Understanding, Ratios, Deduplication, Deduplication ratios

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