Kuwanikwa kweDistributed Calculations
Munyika iyo data inogadzirwa nekumhanya-mhanya, kugona kubata uye kuongorora mavhoriyamu makuru edata rave hunyanzvi hwekuve-unyanzvi. Dzidzo "Ita maverengero akagoverwa pane yakakura data" inopihwa paOpenClassrooms yakagadzirirwa kukushongedzera iwe nehunyanzvi hunodiwa kuti unzwisise iyi yakaoma denga.
Panguva yekudzidziswa uku, iwe unozoziviswa kune akakosha pfungwa dzeakagoverwa komputa. Iwe uchadzidza mashandisiro ezvishandiso zvine simba seHadoop MepuRedu uye Spark, ayo ari mainstays mumunda wehukuru-hukuru hwekuongorora data. Zvishandiso izvi zvinokutendera kuti uparadze mabasa akaomarara kuita mamwe ma subtasks anogona kuitiswa panguva imwe chete pamakina akawanda, nekudaro uchigonesa kugadzirisa nguva uye kuita.
Pamusoro pezvo, iko kudzidziswa kunofamba iwe nematanho ekuisa cloud computing clusters uchishandisa Amazon Web Services (AWS), mutungamiri asingapokane mu cloud computing. NeAWS, iwe unozokwanisa kuvhura maverengero akagoverwa pamasumbu ane akawanda emakina, nekudaro achipa zvinoshamisa simba rekombuta.
Nekuzvishongedza nehunyanzvi uhu, haungokwanisi kubata hukuru hwe data, asi zvakare kuburitsa ruzivo rwakakosha rwunogona kushandura mashandiro nemaitiro ekambani. Kudzidziswa uku idanho rakakosha kune chero munhu ari kutsvaga kuvandudza basa rake mumunda wesainzi yedata.
Kudzika KweMatekiniki uye Zvishandiso Zvepamberi
Iwe uchanyudzwa munharaunda umo dzidziso inosangana nekuita. Iwo epamberi mamodule mune ino kosi anokubvumidza iwe kugona nuances yeakagoverwa komputa, hunyanzvi hwakakosha mune yanhasi inofambiswa nedata rebhizinesi.
Iwe unozounzwa kune mamwe epamusoro pfungwa senge kuvaka yakagoverwa maapplication ayo anogona kubata mabasa akaomarara nekubudirira kunoshamisa. Zvirongwa zvinoshanda zvinokupa iwe mukana wekushanda pane chaiyo nyaya zvidzidzo, zvichikubvumidza iwe kushandisa ruzivo ruzivo rwawakawana.
Rimwe remasimba ekudzidziswa uku ndiko kutarisa pakushandisa Amazon Web Services (AWS). Iwe unozodzidza kumisikidza uye kugadzirisa nharaunda yeAWS, uchiwana hunyanzvi hunoshanda hunozove hwakakosha munyika yehunyanzvi.
Pamusoro pezvo, iwe unozotungamirwa kuburikidza nemaitiro ekutanga akagoverwa komputa pamasumbu, hunyanzvi hunozokuisa iwe senyanzvi mumunda. Iko kudzidziswa kwakagadzirirwa kukushandura iwe kuva nyanzvi inokwanisa, yakagadzirira kuita mupiro wakakosha mumunda wesainzi yedata.
Kugadzirira Basa Rinobudirira muData Sayenzi
Unyanzvi hwakawanwa panguva yekudzidziswa uku hahusi hwedzidziso chete, asi hwakadzika midzi mune zvazvino zvemusika wevashandi zvinodiwa mumunda wesainzi yedata.
Chikumikidzo chiri pakugadzirira iwe basa rakabudirira, kwaunozokwanisa kubata uye kuongorora yakakura data nehunyanzvi husingaenzaniswi uye nekubudirira. Iwe uchave wakashongedzerwa kuita sarudzo dzine ruzivo zvichibva pane yakaoma data kuongororwa, chinhu chikuru mune chero sangano razvino.
Pamusoro pezvo, iwe uchave nemukana wekugadzira yakasimba nyanzvi network kuburikidza nekudyidzana nenyanzvi mumunda uye vane pfungwa dzakafanana nevezera. Izvi zvinongedzo zvinogona kuratidza kuve zvakakosha zviwanikwa munzira yako yeramangwana rebasa.
Pakupedzisira, kudzidziswa uku kunokugadzirira iwe kuve mutambi akakosha mumunda wesainzi yedata, munda unoramba uchikura uye nekushanduka nekukurumidza. Nekuwedzera kuri kuda kwevashandi vane hunyanzvi mumunda wekutarisira data hombe, iwe uchave wakamisikidzwa kubata mikana inomuka uye kugadzira basa rinobudirira.
Nekudaro, nekunyoresa mukudzidziswa uku, uri kutora nhanho huru kuenda kubasa rinovimbisa, uko mikana yakawanda uye mukana wekukura wakakura.
