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Enumeration system on HBase for low-latency

  • Hang Chen
  • , Kun Lu
  • , Mingming Sun
  • , Changlong Li
  • , Hang Zhuang
  • , Xuehai Zhou
  • University of Science and Technology of China

科研成果: 书/报告/会议事项章节 › 会议稿件 › 同行评审

摘要

HBase is a popular distributed Key/Value storage system based on the idea of BigTable. It is being used in many data-centers, such as Facebook and Twitter, for their portability and scalability. For the system, low-latency and large storage is expected when used in industry. However, it is time consuming when retrieving one column via another one. Many technologies were considered to solve the problem. One approach is to add secondary index for HBase such as h index, which achieves high performance in retrieving. Unfortunately, when one column is of limited kinds of data, secondary index cannot reduce storage consumption when accelerating the retrieval. In this paper, we present a novel design of HBase to reduce storage consumption as well as accelerating the retrieval in the above situation. We design an enumeration system for HBase and provide an interface to create enumeration for specific column in tables. Our performance evaluation reveals that it achieves 2.27x improvement in retrieval and 12x reduction in storage compared with non-enumeration in HBase.

源语言英语
主期刊名Proceedings - 2015 IEEE/ACM 15th International Symposium on Cluster, Cloud, and Grid Computing, CCGrid 2015
出版商Institute of Electrical and Electronics Engineers Inc.
页1185-1188
页数4
ISBN(电子版)9781479980062
DOI
出版状态已出版 - 7 7月 2015
已对外发布是
活动15th IEEE/ACM International Symposium on Cluster, Cloud, and Grid Computing, CCGrid 2015 - Shenzhen, 中国
期限: 4 5月 2015 → 7 5月 2015

丛书

姓名Proceedings - 2015 IEEE/ACM 15th International Symposium on Cluster, Cloud, and Grid Computing, CCGrid 2015

会议

会议15th IEEE/ACM International Symposium on Cluster, Cloud, and Grid Computing, CCGrid 2015
国家/地区中国
市Shenzhen
时期4/05/15 → 7/05/15

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