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001 978-3-030-03892-2
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020 _a9783030038922
_9978-3-030-03892-2
024 7 _a10.1007/978-3-030-03892-2
_2doi
050 4 _aTA329-348
050 4 _aTA345-345.5
072 7 _aTBJ
_2bicssc
072 7 _aTEC009000
_2bisacsh
072 7 _aTBJ
_2thema
082 0 4 _a620
_223
100 1 _aCho, Chung Yik.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_933277
245 1 0 _aLarge Scale Data Analytics
_h[electronic resource] /
_cby Chung Yik Cho, Rong Kun Jason Tan, John A. Leong, Amandeep S. Sidhu.
250 _a1st ed. 2019.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2019.
300 _aIX, 89 p.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aData, Semantics and Cloud Computing,
_x2524-6607 ;
_v806
505 0 _aIntroduction -- Background -- Large Scale Data Analytics -- Query Framework -- Results and Discussion -- Conclusion and Future Works.
520 _aThis book presents a language integrated query framework for big data. The continuous, rapid growth of data information to volumes of up to terabytes (1,024 gigabytes) or petabytes (1,048,576 gigabytes) means that the need for a system to manage and query information from large scale data sources is becoming more urgent. Currently available frameworks and methodologies are limited in terms of efficiency and querying compatibility between data sources due to the differences in information storage structures. For this research, the authors designed and programmed a framework based on the fundamentals of language integrated query to query existing data sources without the process of data restructuring. A web portal for the framework was also built to enable users to query protein data from the Protein Data Bank (PDB) and implement it on Microsoft Azure, a cloud computing environment known for its reliability, vast computing resources and cost-effectiveness.
650 0 _aEngineering mathematics.
_93254
650 0 _aEngineering—Data processing.
_931556
650 1 4 _aMathematical and Computational Engineering Applications.
_931559
700 1 _aTan, Rong Kun Jason.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_933278
700 1 _aLeong, John A.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_933279
700 1 _aSidhu, Amandeep S.
_eauthor.
_4aut
_4http://id.loc.gov/vocabulary/relators/aut
_933280
710 2 _aSpringerLink (Online service)
_933281
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783030038915
776 0 8 _iPrinted edition:
_z9783030038939
830 0 _aData, Semantics and Cloud Computing,
_x2524-6607 ;
_v806
_933282
856 4 0 _uhttps://doi.org/10.1007/978-3-030-03892-2
912 _aZDB-2-ENG
912 _aZDB-2-SXE
942 _cEBK
999 _c75406
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