Amakhosombe amasha ezinhlelo ze-AI ne-ML azohlinzeka ngani?

I-MAX Data izohlanganiswa ne-Optane DC ukuze isebenze ngempumelelo nezinhlelo ze-AI ne-ML.

Amakhosombe amasha ezinhlelo ze-AI ne-ML azohlinzeka ngani?
--Ото - Hitesh Choudhary - Unsplash

Ngu inikezwe Ngokocwaningo olwenziwe yi-MIT Sloan Management Review kanye ne-Boston Consulting Group, ama-85% kubaphathi abayizinkulungwane ezintathu ababuzwayo bakholelwa ukuthi izinhlelo ze-AI zizosiza izinkampani zabo zithole inzuzo yokuncintisana emakethe. Kodwa-ke, zingama-39% kuphela izinkampani ezazama ukwenza okufanayo ngokusebenza.

Esinye sezizathu zalesi simo ukuthi ukusebenza ngempumelelo ngedatha nokuthuthukisa ukusetshenziswa kwamandla emisebenzini yokufunda yomshini akuwona umsebenzi olula. E-IDC gubha, ukuthi ubuchwepheshe obusha obusekelwe kumemori ehlala njalo (Inkumbulo Eqhubekayo, i-PMEM) bungaxazulula isimo.

Lobu buchwepheshe buhlongozwe ngabakwaNetApp kanye ne-Intel, ukuhlanganisa Idatha ye-NetApp Memory Accelerated (MAX) kanye ne-Intel Optane DC Persistent Memory yomkhiqizo wesitoreji wenkumbulo oqhubekayo.

Kanjani lo msebenzi

I-MAX Data iwubuchwepheshe beseva obuthuthukisa ukusebenza kohlelo lokusebenza ngokusebenzisa i-PMEM noma i-DRAM, kodwa ayidingi izinguquko zesakhiwo sesofthiwe.

Isebenzisa izimiso zokugcinwa okuzenzakalelayo kwamaleveli amaningi, isabalalisa idatha kuwo wonke amazinga kanye nesitoreji kuye ngokuthi imvamisa yokusetshenziswa - isitoreji esifinyeleleka kakhudlwana sisetshenziselwa idatha "ebandayo", futhi idatha esetshenziswa njalo "iseduze" - ku-Persistent Memory, okuyinto inciphisa ukubambezeleka lapho usebenza nedatha enjalo .

Inguqulo 1.1 isebenzisa inkumbulo ye-DRAM kanye I-NVDIMM. Kokubili ukuqaliswa kunezingqinamba zabo—ukulahlekelwa okuhlobene kokusebenza kahle kanye nezindleko zenkumbulo eziphezulu, ngokulandelana—uma kuqhathaniswa ne-Optane DCPMM. Ishadi elinikeza isilinganiso esiqhathanisayo sokubambezeleka liyavezwa lapha (ikhasi 4).

Ubuchwepheshe isekela и I-POSIX kanye nokusebenza nge-semantics ye-block noma amasistimu wefayela. Ukuvikeleka kwedatha nokutholwa ezingeni lokulondoloza kusetshenziswa kusetshenziswa i-MAX Snap kanye ne-MAX Recovery. Lobu buchwepheshe busebenzisa izifinyezo, ithuluzi le-SnapMirror nezinye izindlela zokuphepha ze-ONTAP.

Ngokohlelo ukuqaliswa kubukeka kanje:

Amakhosombe amasha ezinhlelo ze-AI ne-ML azohlinzeka ngani?

Ayikho i-PMEM kule sekethe okwamanje, kodwa abathuthukisi bathembisa ukungeza usekelo lwalolu hlobo lwenkumbulo ekupheleni konyaka. Kuze kube manje, iMax Data isebenza ne-DRAM ne-DIMM.

Amathuba esixazululo

E-IDC isimangaloukuthi eminyakeni ezayo kuzoba nentuthuko eyengeziwe efana ne-MAX Data, njengoba umthamo wedatha yenkampani ukhula njalo, futhi izinkampani azinawo amandla okwanele okuwucubungula ngokuphumelelayo. Ubuchwepheshe unga luwusizo endaweni yamafu amakhulu kanye nokusebenza ngemisebenzi edinga izinsizakusebenza njengokuqeqesha amanethiwekhi emizwa. Izothola ukusetshenziswa ezisekelweni zokuhweba, izinhlelo zokuphepha kolwazi kanye nanoma yimiphi eminye imikhiqizo yesofthiwe edinga ukufinyelela njalo nangokushesha emiqulu emikhulu yolwazi.

Kukhona nethuba lokuthi ubuchwepheshe ngeke buthathe izimpande ngokushesha emakethe. Njengoba siphawulile ngenhla, kuphela ingxenye yesithathu yezinkampani emhlabeni wonke ezisebenza nezinhlelo ze-AI ngendlela eyodwa noma enye. Kusukela kulo mbono, abaningi bangase bacabangele ukubukeka kwe-MAX Data ngaphambi kwesikhathi futhi bazogxilisa ukunaka kwabo engqalasizinda efinyeleleka kakhudlwana ebavumela ukuthi baxazulule izinkinga zamanje.

Ezinye izinto zethu mayelana nengqalasizinda ye-IT:

Source: www.habr.com

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