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High-performance Negative Database for Massive Data Management System of The Mingantu Spectral Radioheliograph
Shi, Congming1; Wang F(王锋)1,2; Deng, Hui3; Liu, Yingbo4; Liu, Cuiyin3; Wei, Shoulin3
Source PublicationPUBLICATIONS OF THE ASTRONOMICAL SOCIETY OF THE PACIFIC
2017-08-01
Volume129Issue:978
DOI10.1088/1538-3873/aa732d
Contribution Rank第2完成单位
Indexed BySCI
KeywordMassive Data Management Muser-astronomical Instrument
Abstract

As a dedicated synthetic aperture radio interferometer in China, the MingantU SpEctral Radioheliograph (MUSER), initially known as the Chinese Spectral RadioHeliograph (CSRH), has entered the stage of routine observation. More than 23 million data records per day need to be effectively managed to provide high-performance data query and retrieval for scientific data reduction. In light of these massive amounts of data generated by the MUSER, in this paper, a novel data management technique called the negative database (ND) is proposed and used to implement a data management system for the MUSER. Based on the key-value database, the ND technique makes complete utilization of the complement set of observational data to derive the requisite information. Experimental results showed that the proposed ND can significantly reduce storage volume in comparison with a relational database management system (RDBMS). Even when considering the time needed to derive records that were absent, its overall performance, including querying and deriving the data of the ND, is comparable with that of a relational database management system (RDBMS). The ND technique effectively solves the problem of massive data storage for the MUSER and is a valuable reference for the massive data management required in next-generation telescopes.

Funding ProjectNational Key Research and Development Program of China[2016YFE0100300] ; National Natural Science Foundation of China[U1231205] ; National Natural Science Foundation of China[U1531132] ; National Natural Science Foundation of China[U1631129] ; National Natural Science Foundation of China[11403009] ; National Natural Science Foundation of China[11463003]
Funding OrganizationNational Key Research and Development Program of China[2016YFE0100300] ; National Natural Science Foundation of China[U1231205, U1531132, U1631129, 11403009, 11463003]
Language英语
Subject Area天文学 ; 天文学其他学科 ; 计算机科学技术 ; 计算机应用
MOST Discipline Catalogue理学 ; 理学::天文学 ; 工学 ; 工学::计算机科学与技术(可授工学、理学学位)
SubtypeArticle
PublisherIOP PUBLISHING LTD
Publication PlaceTEMPLE CIRCUS, TEMPLE WAY, BRISTOL BS1 6BE, ENGLAND
ISSN0004-6280
URL查看原文
WOS IDWOS:000404352100001
WOS Research AreaAstronomy & Astrophysics
WOS SubjectAstronomy & Astrophysics
WOS KeywordLOFAR
Citation statistics
Document Type期刊论文
Identifierhttp://ir.ynao.ac.cn/handle/114a53/10140
Collection其他
Corresponding AuthorWang F(王锋)
Affiliation1.Faculty Of Management And Economics, Key Lab of Computer Technology Application of Yunnan Province, Kunming University of Science and Technology 747 Jingming Nan Rd, Chenggong Campus, Kunming Yunnan, 650500, China
2.Yunnan Observatories,Chinese Academy of Sciences, Kunming, Yunnan, 650011, China
3.Key Lab of Computer Technology Application of Yunnan Province, Kunming University of Science and Technology 747 Jingming Nan Rd, Chenggong Campus, Kunming Yunnan, 650500, China
4.Yunnan academy of scientific & technical information, Kunming Yunnan, 650051, China
Corresponding Author AffilicationYunnan Observatories, Chinese Academy of Sciences
Recommended Citation
GB/T 7714
Shi, Congming,Wang F,Deng, Hui,et al. High-performance Negative Database for Massive Data Management System of The Mingantu Spectral Radioheliograph[J]. PUBLICATIONS OF THE ASTRONOMICAL SOCIETY OF THE PACIFIC,2017,129(978).
APA Shi, Congming,Wang F,Deng, Hui,Liu, Yingbo,Liu, Cuiyin,&Wei, Shoulin.(2017).High-performance Negative Database for Massive Data Management System of The Mingantu Spectral Radioheliograph.PUBLICATIONS OF THE ASTRONOMICAL SOCIETY OF THE PACIFIC,129(978).
MLA Shi, Congming,et al."High-performance Negative Database for Massive Data Management System of The Mingantu Spectral Radioheliograph".PUBLICATIONS OF THE ASTRONOMICAL SOCIETY OF THE PACIFIC 129.978(2017).
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