Iyini i-Data Orchestration, izinselele ekuhlaziyweni kwedatha

I-Data Orchestration iyinqubo yokuhambisa idatha ene-siled isuka ezindaweni eziningi zokugcina iyiswe endaweni eyodwa lapho ingahlanganiswa khona, ihlanzwe, futhi inothiswe ukuze isebenze (isb., ukubika).

Ukuhlelwa kwedatha kusiza ukugeleza kwedatha ngokuzenzakalelayo phakathi kwamathuluzi namasistimu ukuze kuqinisekiswe ukuthi izinhlangano zisebenza ngolwazi oluphelele, olunembile, nolwakamuva.

Isikhathi sokufunda esilinganiselwe: 7 imizuzu

Izigaba ezi-3 ze-Data Orchestration

1. Hlela idatha evela emithonjeni ehlukene

Uma kukhona idatha evela emithonjeni ehlukene, kungakhathaliseki ukuthi i-CRM, izifunzo zenkundla yezokuxhumana noma idatha yomcimbi wokuziphatha. Futhi le datha kungenzeka igcinwe kumathuluzi ahlukahlukene namasistimu kuso sonke isitaki sobuchwepheshe (njengamasistimu amafa, amathuluzi asekelwe emafini, kanye indawo yokugcina idatha o echibi).

Isinyathelo sokuqala sokuhlelwa kwedatha siwukuqoqa nokuhlela idatha kusuka kuyo yonke le mithombo ehlukene nokuqinisekisa ukuthi ifomethwe ngendlela efanele endaweni eqondiwe. Okusiletha ku: uguquko.

2. Guqula idatha yakho ukuze ihlaziywe kangcono

Idatha itholakala ngamafomethi amaningana ahlukene. Kungase kube nesakhiwo, esingahlelekile, noma esakheke kancane, noma umcimbi ofanayo ungase ube nesimiso sokuqamba amagama esihlukile phakathi kwamaqembu amabili angaphakathi. Isibonelo, isistimu eyodwa ingase iqoqe futhi igcine idethi njengo-April 21, 2022, futhi enye ingase iyigcine ngefomethi yezinombolo, 20220421.

Ukwenza umqondo wayo yonke le datha, izinkampani zivame ukudinga ukuyiguqula ibe yifomethi evamile. Ukuhlelwa kwedatha kungasiza ekunciphiseni umthwalo wokubuyisana mathupha yonke le datha nokusebenzisa izinguquko ezisekelwe kuzinqubomgomo zokuphatha idatha zenhlangano yakho nohlelo lokuqapha.

3. Ukwenza kusebenze idatha

Ingxenye ebalulekile ye-orchestration yedatha yenza idatha itholakale ukuze isebenze. Lokhu kwenzeka lapho idatha ehlanzekile, ehlanganisiwe ithunyelwa kumathuluzi aphansi ukuze asetshenziswe ngokushesha (isibonelo, ukudala izethameli zomkhankaso noma ukubuyekeza ideshibhodi yobuhlakani bebhizinisi).

Kungani i-Data Orchestration

Ukuhlelwa kwedatha empeleni kuwukuhlehliswa kwedatha ehlanganisiwe namasistimu ahlukanisiwe. U-Alluxio uyakwazisa ukuthi ubuchwepheshe bedatha buba nezinguquko ezinkulu njalo eminyakeni emi-3-8. Lokhu kusho ukuthi inkampani eneminyaka engama-21 kungenzeka ukuthi isidlule ezinhlelweni eziyisi-7 zokuphatha idatha kusukela yasungulwa.

Ukuhlelwa kwedatha kukusiza futhi ukuthi uthobele imithetho yobumfihlo bedatha, ususe izingqinamba zedatha, futhi uphoqelele ukuphathwa kwedatha - izizathu ezintathu kuphela (phakathi kweziningi) ezinhle zokuyiqalisa.

1. Ukuthobela imithetho yobumfihlo bedatha

Imithetho yobumfihlo bedatha, njenge-GDPR ne-CCPA, inemihlahlandlela eqinile yokuqoqwa kwedatha, ukusetshenziswa nokugcinwa. Ingxenye yokuthobela ikunikeza abathengi inketho yokuphuma ekuqoqweni kwedatha noma bacele ukuthi inkampani yakho isuse yonke idatha yabo yomuntu siqu. Uma ungenaso isibambi esihle sokuthi idatha yakho igcinwa kuphi nokuthi ubani ofinyelela kuyo, kungase kube nzima ukuhlangabezana nalesi sidingo.

Selokhu kwenziwa i-GDPR, sibone izigidi zezicelo zokusula. Kubalulekile ukuba nokuqonda okuqinile kwawo wonke umjikelezo wempilo ye idatha ukuqinisekisa ukuthi akukho okuphunyukayo.

2. Ukususa izithiyo zedatha

I-Bottlenecks iyinselele eqhubekayo ngaphandle kwe-Data Orchestration. Ake sithi uyinkampani enamasistimu amaningi okugcina okudingeka uwabuze ukuze uthole ulwazi. Umuntu obhekele ukubuza ngalezi zinhlelo kungenzeka abe nezicelo eziningi azozihlunga, okusho ukuthi kungaba nokubambezeleka phakathi kwamaqembu. abakudingayo yedatha nalabo abalapho bayemukela ngempumelelo, okuyinto engenza ukuthi ulwazi luphelelwe yisikhathi.

Endaweni ehlelwe kahle, lolu hlobo lokuqala nokumisa luzoqedwa. Idatha yakho izovele ithunyelwe kumathuluzi aphansi okusebenza ukuze asebenze (futhi leyo datha izomiswa, okusho ukuthi ungaba nethemba ngekhwalithi yayo).

3. Sebenzisa ukubusa kwedatha

Ukulawulwa kwedatha kunzima uma idatha isatshalaliswa kumasistimu amaningi. Izinkampani azinawo umbono ophelele womjikelezo wempilo wedatha kanye nokungaqiniseki ngokuthi iyiphi idatha egcinwayo (isb. ijuba) idala ubungozi, njengokungavikeli ngokwanele ulwazi lomuntu siqu olukhombekayo.

I-Data Orchestration isiza ukulungisa le nkinga ngokunikeza ukukhanya okukhulu kokuthi idatha iphathwa kanjani. Lokhu kuvumela izinkampani ukuthi zikwazi ukuvimba idatha embi ngaphambi kokuthi ifinyelele kusizindalwazi noma ibe nomthelela ekubikweni futhi isethe izimvume zokufinyelela idatha.

Izinselele ezijwayelekile nge-Data Orchestration

Kunezinselele ezimbalwa ezingavela uma uzama ukusebenzisa i-Data Orchestration. Nazi ezivame kakhulu okufanele uziqaphele nokuthi ungazigwema kanjani.

Ama-silos wedatha

Izisele zedatha ziyisenzakalo esivamile, uma kungenjalo, phakathi kwamabhizinisi. Njengoba izitaki zobuchwepheshe zishintshashintsha futhi amaqembu ahlukene aphethe izici ezihlukene zesipiliyoni sekhasimende, kulula kakhulu ukuthi idatha ifakwe i-silled kuwo wonke amathuluzi namasistimu ahlukene. Kodwa umphumela uwukuqonda okungaphelele kokusebenza kwenkampani, kusukela ezindaweni ezingaboni ngaso linye ohambweni lwamakhasimende kuye ekungathembani ekunembeni kwezibalo nokubika.

Amabhizinisi azohlala enedatha egeleza isuka ezindaweni zokuthinta eziningi iye kumathuluzi ahlukahlukene ahlukahlukene. Kepha ukudiliza ama-silo kubalulekile uma lezi zinkampani zifuna ukuthola inani kudatha yazo.

Amathrendi asafufusa kua I-Orchestration Yedatha

Eminyakeni yamuva nje, kuye kwavela amathrendi athile mayelana nendlela izinkampani eziphatha ngayo ukugeleza nokusebenza kwedatha yazo. Isibonelo salokhu ukucutshungulwa kwedatha ngesikhathi sangempela, okuyilapho idatha icutshungulwa phakathi kwama-millisecond okukhiqizwa. Idatha yesikhathi sangempela isibalulekile kuzo zonke izimboni, idlala indima ebalulekileIoT (isibonelo, izinzwa eziseduze ezimotweni), ukunakekelwa kwezempilo, ukuphathwa kwe-sport chain, ukutholwa kokukhwabanisa, kanye nokwenza kube ngokwakho okuseduze. Ikakhulukazi ngentuthuko ekufundeni komshini kanye nobuhlakani bokwenziwa, idatha yesikhathi sangempela ivumela ama-algorithms kanyeubuhlakani bokufakelwa ukufunda ngesivinini esisheshayo.

Omunye umkhuba kube ukushintshela kubuchwepheshe obusekelwe ifu. Ngenkathi ezinye izinkampani ziye zathuthela ngokuphelele ifu, abanye bangase baqhubeke nokuba nengxube yezinhlelo ezikhona kanye nezixazululo ezisekelwe emafini.

Bese kuba nokuvela kokuthi isofthiwe yakhiwe futhi yasetshenziswa kanjani, okunomthelela endleleni ukuhlelwa kwedatha okuzokwenziwa ngayo. 

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