Ngosuku olunelanga edolobheni eliphithizelayo, iqembu lochwepheshe lahlangana egunjini lenkomfa ukuze bathole ukuqeqeshwa okukhulu kwebhizinisi ledatha.Igumbi laligcwele injabulo nokulangazelela njengoba wonke umuntu wayelindele ngabomvu ukuqala kohlelo.Ukuqeqeshwa kwaklanyelwe ukuhlomisa ababambiqhaza ngamakhono adingekayo nolwazi ukuze basebenzise idatha enkulu ekukhuleni kwebhizinisi.Lolu hlelo beluholwa ngongoti bezimboni asebemnkantshubomvu abanesipiliyoni seminyaka kulo mkhakha.Abaqeqeshi baqale ngokwethula imiqondo eyisisekelo yedatha enkulu kanye nokusetshenziswa kwayo ezimbonini ezahlukahlukene.Bachaza ukuthi idatha enkulu ingasetshenziswa kanjani ukuze kutholwe imininingwane ebalulekile nokwenza izinqumo zebhizinisi ezinolwazi.Abahlanganyeli babe sebethathwa ngokuzivocavoca okuhlukahlukene ukuze babasize baqonde indlela yokuqoqa, ukugcina, nokuhlaziya amanani amakhulu edatha.Bafundiswe indlela yokusebenzisa amathuluzi afana ne-Hadoop, i-Spark, ne-Hive ukuze uphathe futhi ucubungule idatha ngendlela efanele.Kuwo wonke ukuqeqeshwa, abaqeqeshi bagcizelele ukubaluleka kokuphepha kwedatha nobumfihlo.Bachaza indlela yokuqinisekisa ukuthi idatha ebucayi ivikelekile futhi ifinyelelwa kuphela izisebenzi ezigunyaziwe.Lolu hlelo luphinde lwafaka phakathi izifundo nezindaba zempumelelo ezivela kumabhizinisi asebenzise ngempumelelo amasu amakhulu edatha.Abahlanganyeli bakhuthazwa ukuba babuze imibuzo futhi babelane ngolwazi lwabo, okwenza ukuqeqeshwa kube okuhlangenwe nakho okusebenzisanayo nokuhehayo.Njengoba uqeqesho seluya ngasemaphethelweni, ababambiqhaza bashiye bezizwa benamandla futhi behlonyiswe ngamakhono nolwazi lokuyisa amabhizinisi abo kwelinye izinga.Bakujabulele ukusebenzisa lokho ababekufundile futhi babona umthelela omuhle okwakuzoba nawo ezinhlanganweni zabo.
Isikhathi sokuthumela: May-18-2023
