Menene sabbin ma'ajiya na tsarin AI da ML zasu bayar?

Za a haɗa bayanan MAX tare da Optane DC don yin aiki yadda ya kamata tare da AI da tsarin ML.

Menene sabbin ma'ajiya na tsarin AI da ML zasu bayar?
Ото - Hitesh Choudhary - Unsplash

By bayarwa Dangane da binciken da MIT Sloan Management Review da The Boston Consulting Group suka yi, 85% na manajoji dubu uku da aka bincika sun yi imanin cewa tsarin AI zai taimaka wa kamfanonin su samun fa'ida mai fa'ida a kasuwa. Koyaya, kawai 39% na kamfanoni sun yi ƙoƙarin aiwatar da wani abu makamancin haka a aikace.

Ɗaya daga cikin dalilan wannan yanayin shine yin aiki yadda ya kamata tare da bayanai da kuma inganta amfani da wutar lantarki don ayyukan koyo na inji ba aiki mai sauƙi ba ne. Ina IDC bikin, cewa sabon fasaha da ke dogara da ƙwaƙwalwar ajiya na dindindin (Persistent Memory, PMEM) zai iya warware halin da ake ciki.

NetApp da Intel ne suka gabatar da wannan fasaha. hadin kai Ƙwaƙwalwar Ƙwaƙwalwar Ƙwaƙwalwar NetApp (MAX) da Intel Optane DC Ƙwaƙwalwar Ƙwaƙwalwar Ƙwaƙwalwar Ƙwaƙwalwar Ƙwaƙwalwar Ƙwaƙwalwar Ƙwaƙwalwar Ƙwaƙwalwar Ƙwaƙwalwar Ƙwaƙwalwar Ƙwaƙwalwa na gida.

Ta yaya wannan aikin

MAX Data fasaha ce ta uwar garken da ke inganta aikin aikace-aikace ta hanyar amfani da PMEM ko DRAM, amma baya buƙatar canje-canjen gine-gine na software.

Yana aiwatar da ka'idodin ma'auni mai sarrafa kansa da yawa, rarraba bayanai a cikin matakan da ajiya dangane da yawan amfani - ana amfani da ƙarin damar ajiya don bayanan "sanyi", kuma akai-akai amfani da bayanan "a hannun" - a cikin Ƙwaƙwalwar Ƙwaƙwalwa, wanda yana rage jinkirin aiki tare da irin waɗannan bayanan.

Shafin 1.1 yana amfani da ƙwaƙwalwar DRAM da NVDIMM. Duka aiwatar da aiwatarwa suna da nasu koma baya-dangi asarar inganci da ƙimar ƙwaƙwalwar ajiya, bi da bi-idan aka kwatanta da Optane DCPMM. An gabatar da ginshiƙi da ke ba da kwatancen ƙima na jinkiri a nan (shafi na 4).

Fasaha goyon bayan и POSIX da kuma aiki tare da ilimin tauhidi na toshe ko tsarin fayil. Ana aiwatar da kariyar bayanai da farfadowa a matakin ajiya ta amfani da MAX Snap da MAX farfadowa da na'ura. Waɗannan fasahohin suna amfani da hotunan hoto, kayan aikin SnapMirror da sauran hanyoyin tsaro na ONTAP.

A tsarin aiwatarwa yayi kama da haka:

Menene sabbin ma'ajiya na tsarin AI da ML zasu bayar?

Babu PMEM akan wannan da'irar tukuna, amma masu haɓakawa sunyi alƙawarin ƙara tallafi don irin wannan ƙwaƙwalwar a ƙarshen shekara. Ya zuwa yanzu, Max Data yana aiki tare da DRAM da DIMM.

Yiwuwar Magani

Ina IDC da'awarcewa a cikin shekaru masu zuwa za a sami ƙarin ci gaba kamar MAX Data, tun lokacin da yawan bayanan kamfanoni ke karuwa akai-akai, kuma kamfanoni ba su da isasshen ƙarfin sarrafa shi yadda ya kamata. Fasaha iya masu amfani a cikin yanayin girgije mai girma da kuma yin aiki tare da ayyuka masu mahimmanci irin su horar da hanyoyin sadarwa na jijiyoyi. Zai nemo aikace-aikace akan dandamalin ciniki, tsarin tsaro na bayanai da duk wasu samfuran software waɗanda ke buƙatar ci gaba da samun dama ga bayanai masu yawa.

Har ila yau, akwai yiwuwar fasahar ba za ta samu gindin zama a kasuwa nan take ba. Kamar yadda muka gani a sama, kawai kashi uku na kamfanoni a duniya suna aiki tare da tsarin AI a cikin nau'i ɗaya ko wani. Daga wannan ra'ayi, mutane da yawa na iya yin la'akari da bayyanar MAX Data wanda ba a kai ba kuma za su mayar da hankalin su a kan ƙarin kayan aiki mai sauƙi wanda zai ba su damar magance matsalolin yanzu.

Sauran kayanmu game da kayan aikin IT:

source: www.habr.com

Add a comment