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HCFS2: A File Storage Service with Weak Consistency in the Hybrid Cloud

  • Beihang University
  • CAS - Institute of Software

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

In the hybrid cloud, multiple private and public clouds usually communicate through Wide Area Networks (WAN), suffering from high latency and low bandwidth for inter-cloud data transmission. While existing DFSs are widely used in a single cloud, they may bring significant I/O delay in the hybrid cloud where, based on our investigation, applications are sensitive to latency but barely rely on strictly consistent storage. However, existing DFSs are mainly designed with strong consistency semantics. To address this problem, we implement HCFS2 (Hybrid Cloud File Storage Service). We reuse some components of MooseFS while weakening its consistency semantics. HCFS2 holds three main features: (1) It generates file update digests through intercepting and parsing client I/O operations in userspace, and leverages gossip protocol to distribute file update digests among geographically distributed servers. (2) It maintains weak consistency among storage servers in the hybrid cloud, and it uses a two-level consistency setup to ensure local consistency and global consistency, respectively. (3) It maintains three Log queues to simplify the Log management and uses different task queues to parallelize different processing stages for synchronization, thus improving its concurrent operation performance. Experiment results show that HCFS2 achieves good performance in the hybrid cloud.

源语言英语
主期刊名Proceedings - 12th IEEE International Symposium on Service-Oriented System Engineering, SOSE 2018 and 9th International Workshop on Joint Cloud Computing, JCC 2018
出版商Institute of Electrical and Electronics Engineers Inc.
228-233
页数6
ISBN(电子版)9781538652060
DOI
出版状态已出版 - 14 5月 2018
活动12th IEEE International Symposium on Service-Oriented System Engineering, SOSE 2018 and 9th International Workshop on Joint Cloud Computing, JCC 2018 - Bamberg, 德国
期限: 26 3月 201829 3月 2018

出版系列

姓名Proceedings - 12th IEEE International Symposium on Service-Oriented System Engineering, SOSE 2018 and 9th International Workshop on Joint Cloud Computing, JCC 2018

会议

会议12th IEEE International Symposium on Service-Oriented System Engineering, SOSE 2018 and 9th International Workshop on Joint Cloud Computing, JCC 2018
国家/地区德国
Bamberg
时期26/03/1829/03/18

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