Cov chaw khaws ntaub ntawv tshiab rau AI thiab ML yuav muab dab tsi?

MAX Cov ntaub ntawv yuav muab ua ke nrog Optane DC kom ua haujlwm zoo nrog AI thiab ML systems.

Cov chaw khaws ntaub ntawv tshiab rau AI thiab ML yuav muab dab tsi?
Yog - Hitesh Choudhary β€” Unsplash

Los ntawm muab Raws li kev tshawb fawb los ntawm MIT Sloan Management Review thiab Boston Consulting Group, 85% ntawm peb txhiab tus thawj coj tshawb fawb ntseeg tias AI systems yuav pab lawv cov tuam txhab tau txais txiaj ntsig zoo hauv kev ua lag luam. Txawm li cas los xij, tsuas yog 39% ntawm cov tuam txhab sim ua qee yam zoo sib xws hauv kev xyaum.

Ib qho ntawm cov laj thawj rau qhov xwm txheej no yog tias kev ua haujlwm zoo nrog cov ntaub ntawv thiab kev ua kom zoo ntawm kev siv lub zog rau kev kawm cov haujlwm tsis yog ib txoj haujlwm yooj yim. Hauv IDC noj peb caug, hais tias lub tshuab tshiab raws li kev nco mus tas li (Persistent Memory, PMEM) tuaj yeem daws qhov teeb meem no.

Cov thev naus laus zis no tau thov los ntawm NetApp thiab Intel, kev sib koom siab NetApp Memory Accelerated (MAX) Cov Ntaub Ntawv thiab Intel Optane DC Persistent Memory rau cov khoom lag luam tsis nco qab hauv zos.

Yuav ua li cas li no ua hauj lwm

MAX Cov ntaub ntawv yog lub tshuab server uas txhim kho daim ntawv thov kev ua haujlwm los ntawm kev siv PMEM lossis DRAM, tab sis tsis tas yuav hloov kho software architecture.

Nws ua raws li cov hauv paus ntsiab lus ntawm automated multi-level cia, faib cov ntaub ntawv hla ntau ntau thiab cia nyob ntawm qhov zaus ntawm kev siv - ntau nkag tau yooj yim cia yog siv rau "txias" cov ntaub ntawv, thiab nquag siv cov ntaub ntawv yog "ntawm tes" - nyob rau hauv Persistent Memory, uas minimizes lub latency thaum ua hauj lwm nrog xws li cov ntaub ntawv.

Version 1.1 siv DRAM nco thiab NVDIMMs. Ob qhov kev siv tau muaj lawv qhov tsis zoo-cov txheeb ze poob ntawm kev ua tau zoo thiab cov nqi nco siab, feem ntau-piv rau Optane DCPMM. Ib daim ntawv qhia muab qhov piv txwv ntawm latency yog nthuav tawm no (nqe 4).

Tshuab txhawb nqa ΠΈ POSIX thiab ua hauj lwm nrog cov semantics ntawm thaiv los yog cov ntaub ntawv systems. Kev tiv thaiv cov ntaub ntawv thiab rov qab los ntawm qib khaws cia yog siv MAX Snap thiab MAX Recovery. Cov thev naus laus zis no siv snapshots, cov cuab yeej SnapMirror thiab lwm yam ONTAP kev ruaj ntseg mechanisms.

Schematically qhov kev siv zoo li no:

Cov chaw khaws ntaub ntawv tshiab rau AI thiab ML yuav muab dab tsi?

Tseem tsis tau muaj PMEM ntawm qhov Circuit Court no, tab sis cov neeg tsim khoom cog lus tias yuav ntxiv kev txhawb nqa rau hom kev nco txog thaum kawg ntawm lub xyoo. Txog tam sim no, Max Data ua haujlwm nrog DRAM thiab DIMM.

Kev daws teeb meem

Hauv IDC thovhais tias nyob rau hauv lub xyoo tom ntej yuav muaj ntau txoj kev loj hlob zoo li MAX Cov ntaub ntawv, txij li thaum lub ntim ntawm cov ntaub ntawv tuam txhab yog tas li loj hlob, thiab tuam txhab uas muag tsis muaj peev xwm txaus los ua nws zoo. Technology tau pab tau nyob rau hauv ib puag ncig huab cua loj thiab rau kev ua haujlwm nrog cov peev txheej siv zog xws li kev cob qhia neural networks. Nws yuav pom daim ntawv thov ntawm kev lag luam platforms, cov ntaub ntawv kev ruaj ntseg cov ntaub ntawv thiab lwm yam khoom siv software uas yuav tsum tau nkag mus tas li thiab ceev rau cov ntaub ntawv loj.

Kuj tseem muaj lub caij nyoog uas cov thev naus laus zis yuav tsis tuaj yeem pib tam sim ntawd hauv kev lag luam. Raws li peb tau sau tseg saum toj no, tsuas yog ib feem peb ntawm cov tuam txhab thoob ntiaj teb ua haujlwm nrog AI systems hauv ib daim ntawv lossis lwm qhov. Los ntawm qhov kev xav no, ntau tus yuav xav txog qhov zoo li ntawm MAX Cov Ntaub Ntawv ntxov ntxov thiab yuav tsom mus rau lawv cov kev xav txog kev siv tau yooj yim dua uas tso cai rau lawv los daws cov teeb meem tam sim no.

Peb lwm cov ntaub ntawv hais txog IT infrastructure:

Tau qhov twg los: www.hab.com

Ntxiv ib saib