Kusuntha kwa deta ndi kusungirako kwakula kwambiri chifukwa cha kuwonjezeka kosalekeza kwa makampani a IT komanso mamiliyoni ambiri a deta omwe amapangidwa sekondi iliyonse.
Kuphatikiza apo, izi ziyenera kukhala zomveka bwino komanso zosavuta kuzimvetsetsa kuti zithandizire kupanga zisankho zolondola.
Kuti mukhalebe opikisana ndikuchita bwino kwa nthawi yayitali, kampani yanu iyenera kusunga ndi kusuntha deta pogwiritsa ntchito njira zomwe zilipo.
Pachifukwa ichi, mabizinesi ambiri akugwiritsa ntchito nsalu za data. Imodzi mwa njira zazikulu zosungira nthawi yanu, ndalama, ndi zothandizira ndikugwiritsa ntchito nsalu ya data pokonza deta ndikupangitsa kuti makina a AI aphunzire.
M'nkhaniyi, tiyang'ana mozama pa Data Fabric, kuphatikizapo ntchito zake, zigawo zikuluzikulu, ubwino, ndi zina zofunika.
Ndiye, Data Fabric ndi chiyani?
Mosasamala komwe ali, wongolerani ndi kuyang'anira deta yanu ndi mapulogalamu. Pachimake, nsalu ya data ndi ndondomeko yophatikizika ya deta yomwe ili yotetezeka, yosunthika, komanso yosinthika.
Nsalu ya data, yomwe imagwirizanitsa bwino kwambiri mtambo, pachimake, ndi m'mphepete, ndi njira zambiri zatsopano zogwirira ntchito zosungirako bizinesi yanu.
Ngakhale ikuyang'aniridwa pakati, imatha kufikira kulikonse, kuphatikiza pamalopo, mitambo yapagulu ndi yachinsinsi, komanso zida zam'mphepete ndi za IoT.
Deta silos kukula kwa skyscrapers ndi zosiyanasiyana, zosalumikizidwa ndi zinthu zakale. Dongosolo lachidziwitso limakhazikitsidwa ndi zida zowongolera deta zomwe zimatsimikizira kusasinthika m'malo anu olumikizana.
Kupyolera muzochita zokha, kuwongolera kasamalidwe ka nthawi, kufulumizitsa chitukuko, kuyesa, ndi kutumiza, ndikuteteza katundu wanu usana ndi usiku.
Ziribe kanthu komwe deta yanu ndi mapulogalamu anu ali, mutha kuyang'anira ndalama zosungira, magwiridwe antchito, komanso magwiridwe antchito papulatifomu imodzi.
Mutha kusintha mwachangu (ndipo, nthawi zina, zokha) kusintha mawonekedwe anu amtambo wosakanizidwa mukakhala ndi chidziwitso chokhudza izi, monga kukonza zolakwika, kuthana ndi zovuta zachitetezo ndi kutsata, ndikukweza ndi kutsitsa makompyuta.
Mwachidule, Data Fabric imathandizira kagwiritsidwe ntchito ka zomangamanga ndi kukonza bwino, imachepetsa ndalama, ndikuwonjezera magwiridwe antchito.
Chifukwa chiyani muyenera kugwiritsa ntchito Data Fabric?
Kampani iliyonse yomwe imagwiritsa ntchito deta imafunikira njira yokwanira yomwe imatha kuthana ndi zopinga monga nthawi, malo, mitundu yosiyanasiyana ya mapulogalamu, ndi malo a data. Zambiri siziyenera kubisika kuseri kwa zozimitsa moto kapena kumwazikana m'malo angapo koma ziyenera kupezeka kwa anthu omwe akufuna.
Kuti achite bwino, mabizinesi amafunikira njira yotsimikizira zamtsogolo, komanso malo otetezeka, ogwira ntchito, ogwirizana. Izi zitha kuchitika ndi nsalu ya data.
Zofunikira zamabizinesi amakono pakulumikizana kwanthawi yeniyeni, kudzithandizira, zodziwikiratu, ndi kusintha kwapadziko lonse lapansi sikungakwaniritsidwe ndi kuphatikiza kwachikhalidwe.
Ngakhale kusonkhanitsa deta kuchokera kumagwero ambiri nthawi zambiri si nkhani, mabizinesi ambiri amavutika kuphatikizira, kukonza, kukonza, ndikusintha deta ndi data kuchokera kuzinthu zina.
Kuti timvetse mozama za ogula, othandizana nawo, ndi katundu, sitepe yovutayi mu ndondomeko yoyendetsera deta iyenera kuchitika. Chifukwa cha kuthekera kwawo kukweza makina awo, kutumikira bwino makasitomala, ndikugwiritsa ntchito mtambo kompyuta, makampani amapeza mwayi wopikisana nawo.
Kulikonse kumene ogwiritsa ntchito a bungwe ali, nsalu ya deta ikhoza kuganiziridwa ngati nsalu yomwe imafalikira padziko lonse lapansi. Pa netiweki iyi, wogwiritsa ntchito atha kukhala pamalo aliwonse ndipo amakhalabe ndi mwayi wopeza data munthawi yeniyeni pamalo ena aliwonse.
Zigawo Zazikulu za Data Fabric
Zigawo zapakati zomwe zimapanga nsalu ya data zimatha kusankhidwa ndikusonkhanitsidwa m'njira zosiyanasiyana. Nsalu ya data imatha kukhazikitsidwa m'njira zosiyanasiyana. Tiyeni tiwone zinthu zoyambirira za nsalu ya data.
- Augmented Data Catalog
- Kulimbikira Gulu
- Knowledge Chithunzi
- Insights and Recommendations Injini
- Kukonzekera kwa Data ndi Kutumiza Kwa Data
- Orchestration ndi Data Ops
Mutha kuyang'ana pazipilala zazikulu za zomangamanga za Data Fabric molingana ndi Gartner.
Tiyeni tione aliyense wa iwo mosamala kwambiri.
- Augmented Data Catalog - imapatsa ogwiritsa ntchito mwayi wamitundu yonse ya metadata kudzera pa graph yodziwika bwino. Kuphatikiza apo, imapanga mayanjano apadera pakati pa zomwe zilipo kale ndikuziwonetsa m'njira yomveka bwino. Pogwiritsa ntchito makina kuphunzira kulumikiza katundu wa data ndi terminology ya bungwe, makatalogu a data okhazikika amapangitsa kuti bizinesi ikhale yosanjikiza pansalu ya data.
- Kulimbikira Gulu - Malingana ndi momwe mungagwiritsire ntchito, mitundu yosiyanasiyana ya maubwenzi ndi osagwirizana ingagwiritsidwe ntchito kusunga deta mwamphamvu.
- Active Metadata - gawo losiyana la nsalu ya data. amapereka nsalu ya data kuti athe kusonkhanitsa, kugawana, ndi kusanthula mitundu yambiri ya metadata. Mosiyana ndi metadata yokhazikika, metadata yogwira imayang'anira kugwiritsiridwa ntchito kwa deta ndi machitidwe ndi anthu (metadata yotengera mapangidwe ndi nthawi yothamanga).
- Knowledge Chithunzi - Chigawo china chofunikira cha nsalu za data. Amagwiritsa ntchito ma ID okhazikika, ma schema osinthika, ndi zina zambiri kuti awonetse malo olumikizidwa a data. Ma grafu a chidziwitso amapangitsa kuti nsalu ya data isafufuzidwe ndikuthandizira kumvetsetsa kwake.
- Insights ndi Recommendation Injini - amamanga mapaipi odalirika, amphamvu a data pazochitika zonse zogwiritsira ntchito komanso zowunikira.
- Kukonzekera kwa Data ndi Kutumiza Kwa Data - Zambiri zitha kubwezedwa kuchokera kulikonse ndikutumizidwa ku chandamale chilichonse pogwiritsa ntchito makina aliwonse, kuphatikiza ETL (zochuluka), mauthenga, CDC, virtualization, ndi API.
- Orchestration ndi Data Ops - Chigawochi chimagwiritsa ntchito deta kugwirizanitsa ntchito zonse pagawo lililonse la ntchito yomaliza mpaka kumapeto. Kumakuthandizani kusankha nthawi ndi kangati poyendetsa mapaipi komanso momwe mungasamalire deta yomwe mapaipiwo amapanga.
ubwino
Deta yathanzi pamagawo omwe amagawika imafikiridwa, yoyikidwa, yophatikizidwa, ndikugawidwa pansalu ya data. Pochita izi, mabizinesi amatha kufulumizitsa kusintha kwa digito ndikukulitsa mtengo wa data yawo.
Pansipa pali zopindulitsa zazikulu za chitsanzo cha nsalu ya data.
Mwachangu:
Chinsalu cha data chikhoza kusonkhanitsa zotsatira kuchokera ku mafunso oyambirira, zomwe zimathandiza kuti makina azitha kuyang'ana tebulo lamagulu m'malo mosungira deta yomwe ili kumbuyo.
Chifukwa cha kuyankha mwachangu kwa zopempha za munthu aliyense, kulola zopempha kuti zizitha kupeza zidziwitso zing'onozing'ono m'malo mongoyang'ana data yonse ya sitolo kumathetsanso vuto la zopempha zingapo nthawi imodzi.
Mabizinesi amatha kuyankha mwachangu mafunso omwe akukakamizika chifukwa cha kuthekera kwa data kuti achepetse nthawi yoyankha mafunso.
Kuphatikiza kwanzeru
Kuphatikizira deta pamitundu yosiyanasiyana ya data ndi ma endpoints, nsalu za data zimagwiritsa ntchito ma graph a chidziwitso cha semantic, kasamalidwe ka metadata, ndi kuphunzira pamakina.
Izi zimathandiza magulu oyang'anira deta kuti agwirizane pamodzi ndi kuphatikizira magwero a data atsopano mudongosolo la data la kampani.
Izi zimagwiritsa ntchito mbali zina za kasamalidwe ka deta, zomwe zimapangitsa kuti pakhale zokolola zambiri zomwe zasonyezedwa pamwambapa, komanso zimathandizira kuphwanya ma silos a data, kuika pakati pa kayendetsedwe ka deta, ndi kupititsa patsogolo deta yonse.
Zambiri zotetezera deta
Izi sizikutanthauzanso kusiya kutetezedwa kwa data ndi zinsinsi kuti muwonjezere mwayi wofikira pa data.
M'malo mwake, zimafunikira kukhwimitsidwa kwa njira zowongolera zowongolera ndi kukhazikitsa njira zowongolera zambiri kuti zitsimikizire kuti maudindo ena ndi okhawo omwe ali ndi mwayi wopeza deta.
Kuonjezera apo, mapangidwe a nsalu za data amathandiza luso ndi magulu achitetezo kuti agwiritse ntchito masking a data ndi kubisa mozungulira zinsinsi komanso zachinsinsi, kuchepetsa mwayi wogawana deta ndi ma hacks adongosolo.
Demokalase ya data
Mapulogalamu odzipangira okha amathandizidwa ndi mapangidwe a data, kukulitsa kufikira kwa data kupitilira akatswiri ambiri monga akatswiri opanga ma data, okonza, ndi magulu osanthula deta.
Polola ogwiritsa ntchito mabizinesi kupanga zisankho zachangu zamabizinesi ndikumasula ogwiritsa ntchito luso kuti aziyika patsogolo ntchito zomwe amagwiritsa ntchito bwino luso lawo, kuchotsedwa kwa zolepheretsa za data kumabweretsa kuwonjezeka kwa zokolola.
Gwiritsani ntchito milandu
Zomangamanga za nsalu za data zimapangidwira kuti zipereke mawonekedwe apamwamba kuti athe kusamalira mitundu yonse yazidziwitso zosungidwa kuti zitheke kugwiritsidwa ntchito pakafunika.
Zidziwitso zamtunduwu zitha kugwiritsidwa ntchito pachilichonse kuyambira kuneneratu zamalonda kupita ku lipoti la momwe bungwe la IT likugwirira ntchito kapena zomaliza za ogwiritsa ntchito.
Milandu yogwiritsa ntchito nsalu za data ndi yofanana ndikugwiritsa ntchito milandu yamtundu wina uliwonse mubizinesi, kuphatikiza malonda, kutsatsa, IT, cybersecurity, ndi zina zambiri.
Komabe, zambiri m'bungwe nthawi zambiri zimakonzedwa, zosakhazikika, kapena zosakhazikika pafupifupi nthawi zonse zogwiritsidwa ntchito. Dongosolo lachiyanjano limatha kusunga deta yokhazikika ndikugwiritsidwa ntchito mwachangu, monga zolemba zakale.
Deta yomwe sinayeretsedwe kapena kugawidwa m'magulu amatchulidwa ngati deta yosalongosoka ndipo iyenera kukonzedwa kuti igwiritsidwe ntchito ikafunika.
Mitundu ingapo ya data yosakhazikika yomwe makampani ambiri atha kupeza ndikusunga kuti adzagwiritse ntchito mtsogolo makina kuphunzira, analytics, data sensor, cloud computing, ndi mapulogalamu opanga.
Mu data yopangidwa pang'ono, yomwe ili ndi data yamtundu wodziwika yosungidwa ndi data yosakhazikika (monga mafayilo a zip, masamba, ndi maimelo), mbali zonse ziwiri zilipo.
Zambiri zomwe zitha kugwiritsidwa ntchito potengera kuthekera kwa nsalu zothandizira makampani kupeza ndikugwiritsa ntchito deta yawo mwachangu komanso moyenera zitha kupezeka pofufuza momwe zimagwiritsidwira ntchito.
Zitsanzo zodziwika bwino ndi izi:
- Kuzindikira zachinyengo
- IoT analytics
- Supply chain logistics
- Zowerengera zenizeni zenizeni
- Nzeru zamakasitomala
- Kuwonjezeka kwa magwiridwe antchito
- Kusanthula kwachitetezo choteteza
- Kuphatikiza apo, zitsanzo zowopsa zobwerera kuntchito
- Kutetezedwa ndi ma kirediti kadi
- Churn kulosera, kuzindikira zachinyengo, ndi zigoli zangongole
Kutsiliza
Pomaliza, ma data silos akuyenera kusokonekera pang'onopang'ono pamene milingo yathu yogwiritsira ntchito deta ikuwonjezeka kuti tipeze malo makampani olumikizidwa.
Kutumizidwa kwa nsalu za data kukuwonetsa kupita patsogolo kwakukulu panjira iyi, kukhala pakati pa zinthu zomwe zapezedwa kwambiri kuyambira pakupangidwa kwa nkhokwe zaubale m'ma 1970.
Izi zili choncho chifukwa nsalu ya data ndi yoposa teknoloji kapena chinthu chimodzi.
Deta ndi ntchito zamabizinesi zimalumikizidwa movutikira kudzera mu kapangidwe kazomangamanga, kachitidwe mwadongosolo, komanso kusintha kwamalingaliro.
Data Fabric imachepetsa mtengo, imathandizira magwiridwe antchito, komanso imathandizira kutumiza ndi kukonza zida zogwirira ntchito moyenera. Itha kukhala gawo lofunikira pakuwonetsetsa kuti njira iliyonse, kugwiritsa ntchito, ndi lingaliro la bizinesi likuyendetsedwa ndi data.
Siyani Mumakonda