Chii chichapihwa neayo matsva eAI neML masisitimu?

MAX Data ichasanganiswa neOptane DC kuti ishande nemazvo neAI neML masisitimu.

Chii chichapihwa neayo matsva eAI neML masisitimu?
--ΠžΡ‚ΠΎ - Hitesh Choudhary - unsplash

By kupihwa Zvinoenderana neongororo yakaitwa neMIT Sloan Management Ongororo uye The Boston Consulting Group, makumi masere neshanu muzana ezviuru zvitatu zvemaneja akaongororwa anotenda kuti maAI masisitimu achabatsira makambani avo kuwana mukana wekukwikwidza mumusika. Nekudaro, 85% chete yemakambani akaedza kuita chimwe chinhu chakafanana mukuita.

Chimwe chezvikonzero zvemamiriro ezvinhu aya ndechekuti kushanda nemazvo nedata uye kugadzirisa mashandisirwo emagetsi emabasa ekudzidza muchina harisi basa riri nyore. Ku IDC kupemberera, kuti tekinoroji nyowani yakavakirwa pakusingaperi ndangariro (Persistent Memory, PMEM) inogona kugadzirisa mamiriro acho.

Iyi tekinoroji yakakurudzirwa neNetApp neIntel, kubatana NetApp Memory Yakawedzera (MAX) Dhata uye Intel Optane DC Inopfuurira Memory yenzvimbo inoramba iripo yekuchengeta ndangariro chigadzirwa.

Sei basa iri

MAX Data tekinoroji yeseva inovandudza mashandiro ekushandisa kuburikidza nekushandiswa kwePMEM kana DRAM, asi haidi shanduko yesoftware.

Inoshandisa misimboti yeatomatiki akawanda-level kuchengetedza, kugovera data pamatanho uye chengetedzo zvichienderana nekuwanda kwekushandiswa - inosvikika chengetedzo inoshandiswa "inotonhora" data, uye data rinowanzo shandiswa riri "pedyo" - muPersistent Memory, iyo inoderedza latency kana uchishanda nedata rakadaro .

Shanduro 1.1 inoshandisa ndangariro yeDRAM uye NVDIMMs. Mashandisirwo ese ari maviri ane zvipingamupinyi zvawo-kurasikirwa kwekuita uye kudhura kwakanyanya kwekurangarira, zvichiteerana-zvichienzaniswa neOptane DCPMM. Chati inopa fungidziro yekuenzanisa yekunonoka inoratidzwa pano (peji 4).

Technology zvitsigiso ΠΈ POSIX uye kushanda ne semantics ye block kana mafaera masisitimu. Dziviriro yedata uye kudzoreredza padanho rekuchengetedza rinoitwa uchishandisa MAX Snap uye MAX Kudzoreredza. Aya matekinoroji anoshandisa snapshots, iyo SnapMirror chishandiso uye dzimwe nzira dzekuchengetedza ONTAP.

Schematically kushandiswa kunoratidzika seizvi:

Chii chichapihwa neayo matsva eAI neML masisitimu?

Iko hakuna PMEM padunhu iri parizvino, asi vanogadzira vanovimbisa kuwedzera rutsigiro rwemhando iyi yendangariro mukupera kwegore. Parizvino, Max Data inoshanda neDRAM uye DIMM.

Solution Potential

Ku IDC kudaikuti mumakore anotevera kuchave nekuvandudzwa kwakawanda senge MAX Data, sezvo huwandu hwe data yemakambani huri kuramba huchikura, uye makambani haana kukwana kugona kuigadzirisa zvinobudirira. Vadivelu Comedy Technology may inobatsira munzvimbo yakakura-yakakura uye yekushanda nemabasa ane simba-akanyanya senge kudzidzisa neural network. Ichawana application pamapuratifomu ekutengesa, masisitimu ekuchengetedza ruzivo uye chero zvigadzirwa zvesoftware zvinoda kugara uye nekukurumidza kuwana kune yakakura mavhoriyamu eruzivo.

Pane zvakare mukana wekuti tekinoroji haizongotora midzi pamusika. Sezvataona pamusoro, chikamu chimwe chete muzvitatu chemakambani pasi rose anoshanda neAI masisitimu mune imwe nzira kana imwe. Kubva pane iyi maonero, vazhinji vanogona kufunga nezve kutaridzika kweMAX Data nguva isati yakwana uye vanozoisa pfungwa dzavo pane inowanika inowanikwa inovabvumira kugadzirisa matambudziko aripo.

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Source: www.habr.com

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