Tsarin girgije na AI
Gine-ginen girgije na AI yana tsara ƙididdigewa, ajiya, sadarwar yanar gizo, samfuri, da sabis na aikace-aikacen a cikin tsarin aiki don nauyin aikin AI.
Dubawa
Zane dole ne ya dace da amincin aikin, bayanai, latency, da ƙarancin farashi. Mai sauri mai ƙarfi abu ne kawai na wannan ƙirar.
Mabuɗin ɗaukar hoto
- Rarraba nauyin aiki ta hanyar buƙatun aikin su.
- Ƙaddamar da bayanai da iyakokin izini.
- Ƙirar ƙira, sake gwadawa, da jujjuyawa tare.
Zurfafa nutsewa
Rarraba ma'amala mai ma'amala da bayanan baya inda buƙatun su suka bambanta. Mai amfani da ke jiran amsa yana buƙatar lokacin amsawa iyaka, yayin da sarrafa tsari zai iya amfani da layukan layi da ayyuka masu tsayi. Sanya matsayin jerin gwano kuma a sake gwada halayen abin lura. Ƙayyade iyakoki na bayanai da matsayin shiga. Takaddun bayanai, abubuwan sakawa, ƙirar ƙira, da rajistan ayyukan ƙila suna da buƙatun riƙewa daban-daban da izini. Ajiye takaddun shaida a cikin gudanarwar sirrin da suka dace kuma ku guji ɗauka cewa wurin cibiyar sadarwa kaɗai ke kafa izini. Tsara don sauye-sauyen iya aiki da gazawar dogaro. Autoscaling na iya ɗaukar lokaci, ƙirar ƙira na iya zama tsada, kuma mai bayarwa na iya ƙaddamar da iyaka. Yi amfani da ikon shigar da shiga, matsi na baya, mai iyaka, da share jahohin da ba a samu ba don hana dogaro guda ɗaya da ya wuce gona da iri daga duk sabis ɗin. Siffar ƙaddamarwa da gwajin dawowa. Bincika samfurin da ya dace da juzu'in aiwatarwa, ƙauran bayanai, da hanyoyin juyawa. Auna farashi akan kowane aikin da aka kammala mai amfani, gami da ajiya, canja wuri, yunƙurin gazawar, da albarkatu marasa aiki. Ƙananan farashi don kiran API ɗaya na iya ɓoye mafi tsadar aikin gaba ɗaya.
Fahimtar Fasaha
Ƙimar adadin ma'aikatan aikace-aikacen ba lallai ba ne ya ƙara ƙarfin samfurin. Idan kowane ma'aikaci ya raba ƙayyadaddun ƙayyadaddun ƙayyadaddun ƙayyadaddun ƙima, ƙarin ma'aikata na iya ƙirƙirar layi mai tsayi.
Guji sake gwada haɓakawa
- Ka yi tunanin ma'aikatan aikace-aikacen 100 suna kiran ƙarshen ƙirar ƙira ɗaya. Ana sake gwada kowace buƙatar da ta gaza nan da nan sau biyar.
- Ƙarin ƙoƙarin ƙara kaya ba tare da ƙara ƙarfin ƙarshen ƙarshen ba.
- Aiwatar da ƙayyadaddun tsarin sake gwadawa wanda ke mutunta koma baya na mai bada, iyakance buƙatun lokaci guda, da nuna jerin gwano ko jihar da ba ta samuwa ga masu amfani.
Wannan misalan da aka gina yana bayanin yadda gine-ginen zai iya hana abin hawa daga yaɗuwa.
Dabarun Tasiri
Kudin da kasafin kuɗi
Hukunce-hukuncen gine-gine suna haifar da aiki da tsadar aiki na shekaru.
Shawarwari masu haske
Ilimin fasaha yana taimaka wa ƙungiyoyi su zaɓi tari mai kyau, ba kawai sabon abu ba.
Kula da inganci
Zaɓuɓɓukan injiniya mafi kyau suna rage abin dogaro a cikin samarwa.
Aiwatar da Gaskiyar Duniya
Yi amfani da layi mai ɗorewa don sarrafa takardu tare da yanayin bayyane da amintaccen sake dubawa.
Rarrabe ikon yin aiki da samfuri daga sarrafa buƙatun yanar gizo na yau da kullun.
Hatsari & Tsare-tsare
Haɓaka ma'auni ɗaya na iya ɓoye manyan raunin tsarin.
Sau da yawa ana raina kayan more rayuwa da kuma kuɗin kulawa.
Tsaro da gibin lura na iya girma yayin da tsarin ke ƙara haɓaka.
Taswirar Hanya
Ƙayyade latency, inganci, da maƙasudin farashi kafin aiwatarwa.
Alamar ma'auni a ƙarƙashin ainihin kaya da yanayin bayanai.
Kula da kayan aiki don kurakurai, ɗigo, da tasirin mai amfani.
Shirya bijirowa da hanyoyin mayar da martani kafin sikeli.
Sources da ƙarin karatu
- Google CloudMLOps gine da sarrafa kansa
Ci gaba da Bincike
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Jagora na gaba
Gine-ginen Bottleneck
Tambayoyin da ake yawan yi
Shin autoscaling yana kawar da iyakoki?
A'a. Sabis na ƙasa zai iya riƙe iyakokinsa ba tare da la'akari da yawan lokutan aikace-aikacen da kuke gudanarwa ba.