A Brief Introduction on Big Data 5Vs Characteristics ... - ScienceDirect

42 downloads 0 Views 297KB Size Report
The need of big data comes from the Big Companies like Google and Facebook. For the purpose .... A. Vailaya, 9WhatГs All the buzz Around Ibig Data?"9, IEEE ...
Available online at www.sciencedirect.com

ScienceDirect Procedia Computer Science 48 (2015) 319 – 324



,QWHUQDWLRQDO&RQIHUHQFHRQ,QWHOOLJHQW&RPSXWLQJ&RPPXQLFDWLRQ &RQYHUJHQFH  ,&&&  (ICCC-2015) &RQIHUHQFH2UJDQL]HGE\,QWHUVFLHQFH,QVWLWXWHRI0DQDJHPHQWDQG7HFKQRORJ\ %KXEDQHVZDU2GLVKD,QGLD



$%ULHI,QWURGXFWLRQRQ%LJ'DWD9V&KDUDFWHULVWLFVDQG +DGRRS7HFKQRORJ\ ,VKZDUDSSD$QXUDGKD- 

'HSDUWPHQWRI&RPSXWHU(QJLQHHULQJ-630¶6-D\DZDQWUDR6DZDQW&ROOHJHRI(QJLQHHULQJ3XQH0DKDUDVKWUD,QGLD  6FKRRORI&RPSXWLQJ6FLHQFHDQG(QJLQHHULQJ9,78QLYHUVLW\9HOORUH7DPLO1DGX,QGLD LVKZDUNDOEDQGL#JPDLOFRP MDQXUDGKD#YLWDFLQ

Abstract

%LJGDWDLVDFROOHFWLRQRIPDVVLYHDQGFRPSOH[GDWDVHWVDQGGDWDYROXPHWKDWLQFOXGHWKHKXJHTXDQWLWLHVRI GDWDGDWDPDQDJHPHQWFDSDELOLWLHVVRFLDOPHGLDDQDO\WLFVDQGUHDOWLPHGDWD%LJGDWDDQDO\WLFVLVWKHSURFHVVRI H[DPLQLQJODUJHDPRXQWVRIGDWD7KHUHH[LVWODUJHDPRXQWVRIKHWHURJHQHRXVGLJLWDOGDWD%LJGDWDLVDERXWGDWD YROXPHDQGODUJHGDWDVHW¶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

&RUUHVSRQGLQJDXWKRU7HO (PDLODGGUHVVLVKZDUNDOEDQGL#JPDLOFRP

1877-0509 © 2015 The Authors. Published by Elsevier B.V. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). Peer-review under responsibility of scientific committee of International Conference on Computer, Communication and Convergence (ICCC 2015) doi:10.1016/j.procs.2015.04.188

320

Ishwarappa and J. Anuradha / Procedia Computer Science 48 (2015) 319 – 324

© 2015 The Authors. Published by Elsevier B.V. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/). Peer-review under responsibility of scientific committee of International Conference on Computer, Communication and Convergence (ICCC 2015) .H\ZRUGV5'%061R64/%LJ'DWD

1. Introduction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¶V  ,W LV IROORZHG ZLWK D GHVFULSWLYH QRWH RQ WKH YDULRXV FRPSRQHQWV RI %LJ 'DWD EDVHG RQ +DGRRS IUDPHZRUN$SDFKH+DGRRSLVDQRSHQVRXUFHVRIWZDUHIUDPHZRUNIRUVWRUDJHDQGODUJHVFDOHSURFHVVLQJRIGDWD VHWVRQFOXVWHUVRIFRPPRGLW\KDUGZDUH+DGRRSZDVGHYHORSHGE\'RXJ&XWWLQJDQG0LNH&DIDUHOODLQ 2. Characteristics %LJGDWDFDQEHGHVFULEHGE\WKHIROORZLQJFKDUDFWHULVWLFV

 )LJ9VRI%LJ'DWD

9ROXPH 7KLVYROXPHSUHVHQWVWKHPRVWLPPHGLDWHFKDOOHQJHWRFRQYHQWLRQDO,7VWUXFWXUHV7KLVLVWKHDVSHFWWKDW FRPHVWRPRVWSHRSOH¶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

Ishwarappa and J. Anuradha / Procedia Computer Science 48 (2015) 319 – 324

321

YLUDOLQVHFRQGV,Q:DO0DUW¶VGDWDZDUHKRXVHVWRUHGWHUDE\WHV JLJDE\WHV RIGDWD ,QWKH\HDULWKDGDFFHVVWRRYHUSHWDE\WHV JLJDE\WHV RIGDWD(YHU\PLQXWHRIHYHU\ GD\ZHXSORDGKXQGUHGVKRXUVRIYLGHRRQ

Suggest Documents