Ukuqala iphrojekthi yobuchwepheshe namuhla kuwuhambo olunzima, futhi uma isabelomali sincane, ukukhetha ukuthi uzosingatha kuphi idatha yakho nezinhlelo zokusebenza kungaba yiphupho elibi. Akukhona nje ukuthola inketho eshibhile, kodwa mayelana nokuthola ibhalansi efanele phakathi kwezindleko namandla ukuqinisekisa ukuthi inkampani yakho entsha ayiphumi lapho kufika abasebenzisi abayizinkulungwane ezimbalwa zokuqala.
Iqiniso liwukuthi uhlelo lwe-ecosystem lushintshe kakhulu; asisagcini nje ngokuba nabadlali abathathu abaphambili. Manje kunezinketho ezikhethekile ze-AI kanye ne-computing ezivumela ukulungiswa kwezindleko okuphezulu, okuvimbela ibhili yanyanga zonke ukuthi ibe yiphupho elibi kumsunguli.
Izimboni ezisindayo kanye nezinzuzo zazo
Uma kukhulunywa ngokuvuthwa, i-Amazon Web Services (AWS) isalokhu iyisibonelo. Yayiyiphayona futhi inikeza ukuguquguquka okumangalisayo kwamabhizinisi amancane naphakathi, nge-interface enembile kanye namanani ancintisana kakhulu. Kulabo abadinga amandla aluhlaza, ama-EC2 ayo ane-Intel Xeon noma ama-processor e-NVIDIA asezingeni eliphezulu, ikakhulukazi ekufundeni komshini. Ngaphezu kwalokho, iyona kuphela enenethiwekhi ye-Ethernet engu-100 Gbps , ebalulekile uma ukusebenza kuyinto eza kuqala kuwe.
Ngakolunye uhlangothi, sine -Google Cloud , eseyikhaya elithandwayo lama-unicorn e-AI. Isici esikhanga kakhulu kwabaqalayo uhlelo lwayo lokuqalisa, lapho ungathola khona amakhredithi afinyelela ku-$350.000 - ukwesekwa okumangalisayo kokukala ngaphandle kokusebenzisa imali yokuqala. Izinsizakalo zayo ze-PaaS ne-SaaS zihola phambili, ikakhulukazi ekuhlaziyweni kwedatha kanye nama-ejenti e-AI, futhi yenza kube lula ukusetshenziswa kwe- Gemini API yamahhala yokwenza amaphrothokholi.
I-Microsoft Azure ayisekho ngemuva kakhulu, inikeza indawo yamafu e-hybrid enamandla kakhulu . Kuyisinqumo esinengqondo uma inkampani yakho entsha isebenzisa kakade i-ecosystem ye-Microsoft, njengoba ihlanganisa i-IaaS, i-PaaS, ne-SaaS ngokwemvelo, kuyilapho isekela nomthombo ovulekile futhi inikeza imishini ebonakalayo kokubili i-Windows ne-Linux.
Ezinye izindlela eziphazamisayo nezigxile ku-AI
Uma isabelomali sincane kakhulu noma udinga ihadiwe ye-AI ethile, kuvela izinketho ezifana ne -SiliconFlow, i-Vast.ai, noma i-RunPod . I-SiliconFlow, isibonelo, idala impikiswano enkulu njengeplatifomu yonke yokuphetha nokusabalalisa engabizi kakhulu kunezixazululo zamafu zendabuko , ifinyelela ukubambezeleka okuphansi kanye nesivinini sokuphetha esiphezulu kakhulu.
Kukhona nabanye abahlinzeki abafana ne -Cudo Compute kanye ne-Hyperstack , abagxile ekwenzeni ukufinyelela kwengqalasizinda ezingeni lebhizinisi kube lula ngaphandle kokuchitha imali eningi. Lawa mapulatifomu afanele labo abadinga ama-GPU anamandla ukuqeqesha amamodeli ngaphandle kokubhekana ne-bureaucracy noma izindleko eziphezulu zabathengisi abakhulu.
Abanye abadlali abafanele emakethe
Kunezinkampani, nakuba zingeyona indawo yokunaka, ezinikeza amathuluzi abalulekile. I-IBM Watson iyindlela ephephile kulabo abafuna i-Big Data kanye ne-Analytics, enesilinganiselo sezindleko esiwusizo kakhulu ukuze kugwenywe izimanga. I-Salesforce iyinkosi engenakuphikiswa ye-cloud CRM, ngakho-ke kubalulekile ukwazi ukuthi ungayikhetha kanjani isofthiwe ye-CRM yamabhizinisi , kuyilapho i-SAP ihola insimu ye-ERP, ixhumanisa zonke izindawo zenkampani ngedijithali.
Ezimakethe ezikhethekile kakhulu noma kulezo ezinezidingo ezithile zokuxhumana, i-Lumen (eyayikade i-CenturyLink) kanye ne -Rackspace zinikeza izixazululo eziqinile zamafu amaningi kanye nezokuphepha. Ngisho neziqhwaga zase-Asia ezifana ne -Alibaba Cloud zibusa eMpumalanga futhi seziqala ukuthola indawo eNtshonalanga, yize ukuba khona kwazo eSpain kusalinganiselwe. Ekugcineni, i-Oracle inikeza ingqalasizinda enamandla, yize ivame ukubhekwa njengenketho ebiza kakhulu kunezimbangi zayo eziqondile.
Ukuqonda amamodeli okuthunyelwa
Ngaphambi kokusebenzisa i-euro eyodwa, kubalulekile ukuqonda ukuthi akuzona zonke izinsizakalo zamafu ezidalwe zilingana. Ifu lomphakathi livame kakhulu, lapho wabelana khona ngengqalasizinda yomhlinzeki. Uma udinga ukulawula okuphelele ngezizathu zokuphepha, ifu eliyimfihlo liyindlela okufanele uyenze, noma ngabe libiza kakhulu. Kulabo abafuna okuhle kakhulu kuzo zombili lezi zindawo, ifu elihlanganisiwe likuvumela ukuthi uhambise imithwalo yemisebenzi njengoba kudingeka.
Osomabhizinisi abaningi manje sebekhetha isu lamafu amaningi . Lokhu kuhilela ukungafaki wonke amaqanda abo ebhasikidini elilodwa nokusebenzisa abahlinzeki abaningi ngasikhathi sinye. Ngale ndlela, ungasebenzisa amakhredithi e-AI e-Google, inethiwekhi ye-AWS yeseva eyinhloko, kanye nokuphepha kwe-Azure, ngaleyo ndlela uthuthukise ukuqina nokunciphisa izindleko zengqalasizinda iyonke.
Isihluthulelo sokugwema ukonakala kwezezimali ukuqapha njalo ukusetshenziswa kwezinsiza kanye nokusebenzisa amandla okukhulisa, okukuvumela ukuthi ulungise i-RAM nama-CPU ngokwesidingo sangempela. Kusukela ekulungiselelweni okulinganiselwe okungu-512MB kuya kuma-behemoth angu-320GB, ikhono lokulungisa izinsiza ngokushesha yilokho okwenza ngempela inkampani entsha ikwazi ukusinda futhi ikhule endaweni yedijithali yanamuhla.
Umbhali oshisekayo ngomhlaba wamabhayithi nobuchwepheshe ngokujwayelekile. Ngiyathanda ukwabelana ngolwazi lwami ngokubhala, futhi yilokho engizokwenza kule bhulogi, ngikubonise zonke izinto ezithakazelisayo kakhulu ngamagajethi, isofthiwe, ihadiwe, izitayela zobuchwepheshe, nokuningi. Inhloso yami ukukusiza ukuthi uzulazule emhlabeni wedijithali ngendlela elula nejabulisayo.