Deta yaying'ono: Zomwe zili komanso momwe zimasiyana ndi data yayikulu

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Deta yaying'ono: Zomwe zili komanso momwe zimasiyana ndi data yayikulu

Deta yaying'ono: Zomwe zili komanso momwe zimasiyana ndi data yayikulu

Mutu waung'ono mawu
Mabizinesi ang'onoang'ono ndi akulu amatha kupindula kwambiri ndi data yaying'ono monga momwe amachitira pogwiritsa ntchito deta yayikulu.
    • Author:
    • Dzina la wolemba
      Quantumrun Foresight
    • April 7, 2022

    Chidule cha chidziwitso

    Deta yaying'ono ikusintha momwe mabizinesi ang'onoang'ono ndi apakatikati amagwirira ntchito, kuwapangitsa kupanga zisankho mwanzeru ndi zidziwitso zomwe kale zidasungidwira mabungwe akulu. Kuchokera ku mapulogalamu apamwamba a m'manja omwe amapangitsa kuti anthu azikhala ndi zokolola zambiri mpaka zipatala zakumidzi zomwe zimathandizira kuti anthu azipeza chithandizo chamankhwala, zidziwitso zazing'ono zikukhala chida chosunthika m'magawo osiyanasiyana. Zomwe zimachitika kwanthawi yayitali zikuphatikizapo kusintha kwa machitidwe a ogula, kupanga zida zotsika mtengo zamabizinesi, ndi thandizo la boma pazachuma zam'deralo.

    Deta yaying'ono

    Deta yaying'ono ndikugawanitsa deta m'magulu ang'onoang'ono, mavoliyumu, kapena mawonekedwe omwe angathe kufufuzidwa ndi mapulogalamu achikhalidwe komanso omwe anthu amatha kumvetsa mosavuta. Deta yayikulu, poyerekeza, ndi ma data ochulukirapo omwe mapulogalamu odziwika bwino kapena njira zowerengera sangathe kuziwongolera, m'malo mwake zimafuna mapulogalamu apadera (komanso makompyuta apamwamba) kuti aunike ndi kukonzedwa.

    Mawu akuti deta yaying'ono adapangidwa ndi ofufuza a IBM mu 2011, kukhala deta yomwe imayimiridwa m'ma data omwe ali ndi mizere yochepera chikwi chimodzi kapena mizere. Ma data ang'onoang'ono ndi ang'onoang'ono kotero kuti akhoza kufufuzidwa ndi kulingalira kosavuta ndi zipangizo zamakono zosavuta kuzipeza. Deta yaying'ono imathanso kukhala ma data akulu akulu omwe adaphwanyidwa mpaka kufika, kumveka bwino, komanso kuchitapo kanthu ndi anthu.

    Deta yaying'ono nthawi zambiri imagwiritsidwa ntchito powunikira komanso kuzindikira momwe zinthu zilili pano kuti bizinesi ipange zisankho zanthawi yayitali kapena zazifupi. Poyerekeza, ma data akuluakulu amatha kupangidwa komanso kusasinthika ma data omwe ali ndi kukula kwakukulu ndipo angapereke zidziwitso zokhudzana ndi njira zamabizinesi anthawi yayitali. Deta yayikulu imafunanso mapulogalamu apamwamba kwambiri komanso luso lopanga zidziwitso izi, chifukwa chake, zitha kukhala zokwera mtengo kwambiri kuziwongolera.

    Zosokoneza

    Kugwiritsa ntchito zidziwitso zazing'ono popanga zisankho zakhala chida chofunikira kwambiri kwa mabizinesi ang'onoang'ono ndi apakatikati, monga malo odyera, malo odyera, ndi malo okonzera tsitsi. Mabizinesiwa nthawi zambiri amafunika kupanga zisankho mwanzeru tsiku lililonse kapena sabata iliyonse, ndipo deta yaying'ono imawapatsa chidziwitso chofunikira popanda zovuta kapena mtengo wa data yayikulu. Powunika momwe makasitomala amachitira, momwe amagulitsira, ndi zidziwitso zina zofunikira, deta yaying'ono imatha kuthandiza atsogoleri abizinesi kudziwa kukula kwa ogwira ntchito, njira zamitengo, komanso kuthekera kotsegula nthambi zatsopano.

    Makampani aukadaulo amazindikira kuthekera kwa data yaying'ono ndipo akuyesetsa kupanga zida zomwe zimakhala zotsika mtengo komanso zogwira mtima kwambiri. Kupanga zida izi kungapangitse kuti pakhale malo ochulukirapo, pomwe mabizinesi ang'onoang'ono amatha kupikisana bwino ndi anzawo akuluakulu. Komabe, vuto liri pakupanga zida zomwe zimakhala zosavuta kugwiritsa ntchito komanso zogwirizana ndi zosowa zenizeni za mafakitale osiyanasiyana, kuonetsetsa kuti sizotsika mtengo komanso zothandiza komanso zoyenera.

    Kwa maboma, kukwera kwa data yaying'ono kumapereka mwayi wothandizira chuma chapafupi ndikulimbikitsa kukula m'magawo osiyanasiyana. Polimbikitsa kugwiritsa ntchito deta yaying'ono ndikuthandizira kupanga zida zogwirizana ndi zosowa zamalonda ang'onoang'ono, maboma angathandize kupanga malo ochita bizinesi okhudzidwa ndi omvera. Komabe, pangafunike kuganizira zachinsinsi ndi chitetezo, kuwonetsetsa kuti kusonkhanitsa ndi kugwiritsa ntchito deta kumachitika moyenera. Kuphunzitsa mabizinesi za machitidwe abwino ndikupereka malangizo kungakhale kofunikira pakuwonetsetsa kuti izi zikugwiritsidwa ntchito bwino, popanda kusokoneza kukhulupirirana ndi kukhulupirika zomwe ndizofunikira kuti bizinesi ikhale yopambana.

    Zotsatira za data yaying'ono 

    Zotsatira zazikulu za data yaying'ono zingaphatikizepo:

    • Mapulogalamu apamwamba a m'manja ndi othandizira mawu omwe amathandiza anthu kupanga zisankho zoyenera kugwiritsa ntchito nthawi, zomwe zimapangitsa kuti munthu azitha kuchita bwino komanso kukhala ndi moyo wabwino.
    • Mabizinesi akugwiritsa ntchito zidziwitso zazing'ono kuti achepetse ndalama zomwe amalipira komanso kugula zinthu, zomwe zimapangitsa kuti pakhale ndalama zogwirira ntchito bwino komanso njira zoperekera zinthu zambiri.
    • Zipatala zakumidzi zomwe zimagwiritsa ntchito deta yaying'ono kuti zisamayendetse bwino deta ya odwala komanso kupereka chithandizo chamankhwala, zomwe zimapangitsa kuti pakhale kupezeka kwachipatala komanso ubwino m'madera osatetezedwa.
    • Kupanga zida zazing'ono zogwiritsa ntchito deta zomwe zimayang'ana m'mafakitale enaake, zomwe zimatsogolera ku msika wampikisano komwe mabizinesi ang'onoang'ono amatha kupanga zisankho zoyendetsedwa ndi data mogwirizana ndi mabungwe akulu.
    • Maboma akuthandizira kukula kwa kagwiritsidwe ntchito ka deta kakang'ono kudzera muzolimbikitsa ndi malamulo, zomwe zimapangitsa kuti mabizinesi ang'onoang'ono azikhala otukuka komanso kukula kwachuma m'madera akumidzi.
    • Kuchulukirachulukira pazinsinsi ndi chitetezo pakusonkhanitsidwa ndikugwiritsa ntchito zidziwitso zazing'ono, zomwe zimabweretsa kukhazikitsidwa kwa malamulo atsopano ndi miyezo yomwe imateteza ufulu wamunthu payekha popanda kulepheretsa ukadaulo wamabizinesi.
    • Kusintha kwa machitidwe a ogula pamene mabizinesi ang'onoang'ono amakhala odziwa bwino ntchito zawo ndi zinthu zawo kudzera mu chidziwitso chaching'ono cha data, zomwe zimapangitsa kuti azitha kugula zinthu moyenera komanso mokhutiritsa.

    Mafunso oyenera kuwaganizira

    • Ndi zitsanzo ziti zomwe mudakumana nazo pomwe deta yaying'ono yapangitsa mabizinesi kukhala ochita bwino komanso opindulitsa?
    • Ndi magawo ati omwe mukuganiza kuti angapindule kwambiri pogwiritsa ntchito deta yaying'ono m'malo mogwiritsa ntchito deta yayikulu?

    Maumboni anzeru

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