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Data Analysis and Synchronization on Inter-Continent Data Placement Laboratory

  • Beihang University

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

Collaborations among different organizations produce mas-sive amounts of data which are increasingly stored in distributed file systems such as HDFS. Although systems, such as HDFS, are designed to manage different kinds of data, there are still challenges in processing oceans of data from local and remote nodes efficiently, especially dealing with data redundancy and resource consumption to transfer data across different organizations. This paper presents technologies for processing data across different physical locations, which involves data analysis and data synchronization among nodes across continents. We explains the strategies for improving the efficiency when retrieving data in analysis and reducing the resource utilization for data transfer.

源语言英语
主期刊名Proceedings - 2015 International Conference on Cloud Computing and Big Data, CCBD 2015
出版商Institute of Electrical and Electronics Engineers Inc.
35-38
页数4
ISBN(电子版)9781467383509
DOI
出版状态已出版 - 8 4月 2016
活动International Conference on Cloud Computing and Big Data, CCBD 2015 - Shanghai, 中国
期限: 4 11月 20156 11月 2015

出版系列

姓名Proceedings - 2015 International Conference on Cloud Computing and Big Data, CCBD 2015

会议

会议International Conference on Cloud Computing and Big Data, CCBD 2015
国家/地区中国
Shanghai
时期4/11/156/11/15

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