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Leveraging data deduplication to improve the performance of primary storage systems in the cloud
Mao, Bo ; Jiang, Hong ; Wu, Suzhen ; Tian, Lei ; Mao B(毛波)
2013
关键词Cloud computing Clouds
英文摘要Conference Name:4th Annual Symposium on Cloud Computing, SoCC 2013. Conference Address: Santa Clara, CA, United states. Time:October 1, 2013 - October 3, 2013.; ACM Special Interest Group on Management of Data (SIGMOD); ACM Special Interest Groups on Operating Systems (SIGOPS); et al.; Facebook; IBM; Oracle; Recent studies have shown that moderate to high data redundancy exists in primary storage systems, such as VM-based, enterprise and HPC storage systems, which indicates that the data deduplication technology can be used to effectively reduce the write traffic and storage space in such environments. However, our experimental studies reveal that applying data deduplication to primary storage systems will cause space contention in main memory and data fragmentation on disks. This is in part because applying data deduplication introduces significant index memory overhead to the existing system and in part because a file or block is split into multiple small data chunks that are often located in non-sequential locations on disks after deduplication. This fragmentation of data can cause a subsequent read operation to invoke many disk I/O requests, thus leading to performance degradation.
语种英语
出处http://dx.doi.org/10.1145/2523616.2525939
出版者Association for Computing Machinery
内容类型其他
源URL[http://dspace.xmu.edu.cn/handle/2288/85737]  
专题软件学院-会议论文
推荐引用方式
GB/T 7714
Mao, Bo,Jiang, Hong,Wu, Suzhen,et al. Leveraging data deduplication to improve the performance of primary storage systems in the cloud. 2013-01-01.
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