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Data Analysis and Synchronization on Inter-Continent Data Placement Laboratory

  • Beihang University

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

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.

Original languageEnglish
Title of host publicationProceedings - 2015 International Conference on Cloud Computing and Big Data, CCBD 2015
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages35-38
Number of pages4
ISBN (Electronic)9781467383509
DOIs
StatePublished - 8 Apr 2016
EventInternational Conference on Cloud Computing and Big Data, CCBD 2015 - Shanghai, China
Duration: 4 Nov 20156 Nov 2015

Publication series

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

Conference

ConferenceInternational Conference on Cloud Computing and Big Data, CCBD 2015
Country/TerritoryChina
CityShanghai
Period4/11/156/11/15

Keywords

  • data analysis
  • data placement
  • data processing
  • inter-continental laboratory

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