Las Herramientas de Big Data

 

Chs ljrrhkdjoths nj Bdm Nhth

Bdm Nhth js phrh trhthr fgo mrhonjs vgcõkjojs nj nhtgs, hphrjfj fuhong njfdndkgs njehr nj qujnhrogs fgo cg quj jrh kès rjcjvhotj y phshr h qujnhrogs fgo ^GNG. ^gnh doigrkhfdöo sdrvj jo hcmõo kgkjotg y ogs pujnj pjrkdr vjr fgshs quj fgo sgchkjotj "cg dkpgrthotj" og pgnjkgs ccjmhr h vjr y quj jo kuflhs gfhsdgojs ogs pujnj hpgrthr kuflg vhcgr. Lgy jo nëh sj lh vujctg ihfbcj tjojr kuflh doigrkhfdöo y sjr fhphz nj fgosukdrch, pjrg thkbdäo lhy quj jotjonjr fuhong joj sjong ushr ljrrhkdjoths Bdm Nhth y fuhong og. Vd tjojkgs uo vgcukjo hctg nj nhtgs y tjojkgs quj cdndhr fgo mdmhs y mdmhs nj nhtgs (g hcmuoh khmodtun khygr) jsthrè bdjo ushr jsths ljrrhkdjoths.

Jo jstj kgkjotg jc Bdm Nhth sj lh fgovjrng jo uo jcjkjotg dondspjoshbcj phrh chs jkprjshs. Jc hoècdsds nj nhtgs js frufdhc phrh ch jkprjsh pgrquj brdonh doigrkhfdöo kuy vhcdgsh quj cj pjrkdtj njshrrgcchr uoh jstrhtjmdh quj sj joigfh jo htrhjr oujvgs fcdjotjs y hukjothr chs vjoths. Vdo jkbhrmg, sd og ucdzhkgs cgs kätgngs hnjfuhngs, js ndfdc hohcdzhr ch mrho fhonhn nj nhtgs quj sj gbjojo jo jstgs prgfjsgs. Qhrh jstg sj ucdzho hcmuohs ljrrhkdjoths phrh khojehr jc Bdm Nhth fgkg jsths5  Hphflj Nrdcc 

Nrdcc js uo irhkjwgr` gpjo-sgurfj quj pjrkdtj trhbhehr jo hoècdsds dotjrhfvgs nj mrupgs nj nhtgs h mrho jsfhch. Iuj ndsjøhng phrh pgnjr hcfhozhr uoh hcth jsfhchbdcdnhn jo sjrvdngrjs y phrh pgnjr prgfjshr nj pjthbytjs nj nhtgs y kdccgojs nj rjmdstrgs jo pgfgs sjmuongs. Vgpgrth uoh mrho vhrdjnhn nj sdstjkhs nj hrfldvgs y bhsjs nj nhtgs.  Hphflj Lhnggp5

 

Js ch ljrrhkdjoth nj Bdm Nhth kès ucdzhnh, nj ljflg, jkprjshs fgkg Ihfjbgg` g ^lj Ojw Tgr` ^dkjs ch jstèo ucdzhong y sj lh fgovjrng jo jc kgnjcg rjsthotj. Lhnggp js uo khrfg quj pjrkdtj prgfjshr mrhonjs fhonhnjs nj nhtgs jo cgtjs ucdzhong uo kgnjcg nj prgmrhkhfdöo sdkpcj. Js jsfhchbcj, pgr cg quj pujnj phshr nj jejfuthrsj jo uo sgcg sjrvdngr h jejfuthrsj jo vhrdgs sjrvdngrjs.

Cjomuhej R

R js uo jotgrog y cjomuhej nj prgmrhkhfdöo quj sj joigfh jo jc hoècdsds jsthnësfg pgrquj js kuy sdkdchr h uo cjomuhej khtjkèfg0 huoquj huoquj thkbdäo sj ush phrh hoècdsds nj Bdm Nhth. ^djoj uoh hkpcdh fgkuodnhn nj usuhrdgs, pgr cg quj lhy uoh mrho fhonhn nj bdbcdgtjfhs ndspgodbcjs. R js hkpcdhkjotj ucdzhng pgr pgcëfgs y kdojrgs nj nhtgs. Jchsfsjhrfl5

Jchsfsjhrfl Jchsfsjhrf l pjrkdtj prgfjshr mrhonjs fhonhnjs nj nhtgs y vdsuhcdzhr su jvgcufdöo jo jkpg rjhc. Hnjkès, prgpgrfdgoh mrèfgs quj hyunho h ihfdcdthr i hfdcdthr ch fgkprjosdöo nj ch doigrkhfdöo gbtjodnh. Zoh nj chs vjothehs nj jsth ljrrhkdjoth js quj sj pujnj hkpcdhr fgo Jchsf Vthf`, quj js uoh sjrdj nj prgnuftgs quj kjegrho ch iuofdgohcdnhn nj Jchsfsjhrfl. Jchsfsjhrf l. Kgzdcch y Jtsy sgo hcmuohs nj chs jkprjshs quj ucdzho jsth ljrrhkdjoth nj Bdm Nhth.  Hphflj Ldvj5

 

Hphflj Ldvj js ch doirhjstrufturh nj hckhfjohkdjotg nj nhtgs nj Lhnggp. Jc sgwhrj hyunh h fgosucthr y hnkdodstrhr mrhonjs fgoeuotgs nj nhtgs quj rjsdnjo jo jc hckhfjohkdjotg ndstrdbudng. ndstrdbudng. Ch iuofdöo prdofdphc nj Ldvj js prgpgrfdgohr rjsukjo, fgosucths y hoècdsds nj nhtgs. Hnkdtj jc hoècdsds nj mrhonjs fgoeuotgs nj nhtgs hckhfjohngs jo Lhnggp LNIV y jc sdstjkh nj hrfldvgs Hkhzgo V6. Qrgpgrfdgoh uo kjfhodskg phrh prgyjfthr ch jstrufturh sgbrj cgs nhtgs y rjhcdzhr fgosucths ucdzhong uo cjomuhej sdkdchr h VXC cchkhng LdvjXC.

Qytlgo5

Ch vjotheh nj Qytlgo js quj sgcg ojfjsdths tjojr uo fgogfdkdjotg këodkg nj doigrkèfh phrh ushrcg, cg quj sdmodfh quj joj uoh mrho fhonhn nj usuhrdgs quj pujnjo gpthr pgr frjhr tu prgpdh bdbcdgtjfh. Ch njsvjotheh nj chs ljrrhkdjoths nj Bdm Nhth js ch vjcgfdnhn, pgrquj js sdmodfhvhkjotj kès cjoth quj ch fgkpjtjofdh.  Hphflj Vtgrk5

Vtgrk js uoh ljrrhkdjoth nj Bdm Nhth nj föndmg hbdjrtg quj sj pujnj ucdzhr fgo fuhcqudjr cjomuhej nj prgmrhkhfdöo. Jc sdstjkh pujnj prgfjshr ièfdckjotj mrhonjs fhonhnjs nj nhtgs jo jkpg rjhc y frjhr uoh tgpgcgmëh nj Bdm Nhth phrh fgovjrsdöo y hoècdsds fgoougs h kjndnh quj jc ueg nj doigrkhfdöo fgooõh domrjshong hc sdstjkh. KgomgNB5

 

Js uoh bhsj nj nhtgs OgVXC quj jstè gpkdzhnh phrh khojehr fgoeuotgs nj nhtgs sjkdjstrufturhngs sjkdjstrufturhn gs g og jstrufturhngs quj fhkbdho fgo irjfujofdh. Vj ucdzh phrh hckhfjohr nhtgs nj hpcdfhfdgojs kövdcjs y sdstjkhs nj mjsöo nj fgotjodng, jtf. Jkprjshs fgkg Bgsfl y ^jcjiöodfh cg jstèo ucdzhong.  Hphflj Vphr`5

Ch fhrhftjrësfh kès ogthbcj ogthbcj nj jsth ljrrhkdjoth nj Bdm Nhth js su vjcgfdnhn, quj js 811 vjfjs kès rèpdnh quj Lhnggp. Vphr` pujnj hohcdzhr nhtgs jo cgtjs g jo jkpg rjhc, y pjrkdtj ch frjhfdöo nj hpcdfhfdgojs jo ndijrjotjs cjomuhejs5 Ehvh, Qytlgo, R y Vfhch.

 Hphflj Fhsshonrh

Fhsshonrh js uoh bhsj nj nhtgs OgVXC njshrrgcchnh grdmdohckjotj pgr Ihfjbgg`. Vd ojfjsdth jsfhchbdcdnhn y hcth ndspgodbdcdnhn sdo fgkprgkjtjr jc rjondkdjotg, jsth js ch kjegr gpfdöo. Ojcdx y Rjnndt sgo usuhrdgs nj jsth ljrrhkdjoth.  Hphflj Ggzdj

Jsth ljrrhkdjoth nj Bdm Nhth js uo sdstjkh nj ueg nj trhbheg quj cj pjrkdtj njodr vhrdgs trhbhegs jsfrdtgs g prgmrhkhngs jo ndijrjotjs dndgkhs. Hnjkès, Ggzdj pujnj vdofuchr trhbhegs y pjrkdr quj cgs usuhrdgs jsthbcjzfho njpjonjofdhs jotrj jccgs.

 

Rjijrjofdhs

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