Yog tias kev txawj ntse cuav raug suav hais tias yog kev taug kev los ntawm A mus rau B, kev pabcuam huab xam yog lub tshav dav hlau lossis chaw nres tsheb ciav hlau ceev ceev, thiab kev suav ntug yog lub tsheb tavxij lossis lub tsheb kauj vab sib koom. Kev suav ntug yog nyob ze rau sab ntawm tib neeg, khoom, lossis cov ntaub ntawv. Nws siv lub platform qhib uas sib koom ua ke khaws cia, kev suav, kev nkag mus rau hauv network, thiab cov peev xwm tseem ceeb ntawm daim ntawv thov los muab kev pabcuam rau cov neeg siv nyob ze. Piv nrog cov kev pabcuam huab xam hauv nruab nrab, kev suav ntug daws cov teeb meem xws li latency ntev thiab kev sib sau ua ke siab, muab kev txhawb nqa zoo dua rau lub sijhawm tiag tiag thiab cov kev pabcuam bandwidth-demanding.
Qhov hluav taws ntawm ChatGPT tau teeb tsa ib nthwv dej tshiab ntawm kev txhim kho AI, ua kom nrawm dua qhov kev poob ntawm AI mus rau hauv ntau qhov chaw thov xws li kev lag luam, khw muag khoom, tsev ntse, nroog ntse, thiab lwm yam. Cov ntaub ntawv ntau heev yuav tsum tau khaws cia thiab suav ntawm qhov kawg ntawm daim ntawv thov, thiab kev cia siab rau huab ib leeg tsis tuaj yeem ua tau raws li qhov xav tau tiag tiag, kev suav ntug txhim kho qhov kawg mais ntawm AI daim ntawv thov. Raws li txoj cai hauv tebchaws ntawm kev txhim kho kev lag luam digital, Tuam Tshoj lub huab suav tau nkag mus rau lub sijhawm ntawm kev txhim kho suav nrog, kev thov suav ntug tau nce siab, thiab kev koom ua ke ntawm huab ntug thiab qhov kawg tau dhau los ua qhov kev coj ua tseem ceeb yav tom ntej.
Kev lag luam Edge computing yuav loj hlob 36.1% CAGR rau tsib xyoos tom ntej
Kev lag luam suav ntug tau nkag mus rau theem ntawm kev loj hlob ruaj khov, raws li pom los ntawm kev sib txawv maj mam ntawm nws cov neeg muab kev pabcuam, qhov loj ntawm kev lag luam nthuav dav, thiab kev nthuav dav ntxiv ntawm cov chaw thov. Hais txog qhov loj ntawm kev lag luam, cov ntaub ntawv los ntawm IDC daim ntawv qhia taug qab qhia tau hais tias tag nrho cov lag luam loj ntawm cov servers suav ntug hauv Suav teb tau txog US $ 3.31 billion hauv xyoo 2021, thiab tag nrho cov lag luam loj ntawm cov servers suav ntug hauv Suav teb yuav loj hlob ntawm tus nqi loj hlob txhua xyoo ntawm 22.2% txij li xyoo 2020 txog 2025. Sullivan kwv yees tias qhov loj ntawm kev lag luam suav ntug hauv Suav teb yuav ncav cuag RMB 250.9 billion hauv xyoo 2027, nrog CAGR ntawm 36.1% txij li xyoo 2023 txog 2027.
Kev lag luam hauv cheeb tsam ntawm Edge computing vam meej
Kev suav ntug tam sim no nyob rau theem pib ntawm kev sib kis, thiab cov ciam teb lag luam hauv cov saw hlau kev lag luam tsis meej. Rau cov neeg muag khoom ib leeg, nws yog qhov tsim nyog los xav txog kev koom ua ke nrog cov xwm txheej lag luam, thiab nws kuj tseem ceeb kom muaj peev xwm hloov kho rau kev hloov pauv hauv cov xwm txheej lag luam los ntawm theem kev txawj ntse, thiab nws kuj tseem ceeb kom ntseeg tau tias muaj qib siab ntawm kev sib raug zoo nrog cov khoom siv kho vajtse, nrog rau lub peev xwm engineering los tsaws cov haujlwm.
Cov saw hlau kev lag luam suav ntug tau muab faib ua cov muag khoom chip, cov muag khoom algorithm, cov chaw tsim khoom siv kho vajtse, thiab cov chaw muab kev daws teeb meem. Cov muag khoom chip feem ntau tsim cov chips lej txij ntawm sab kawg mus rau sab ntug mus rau sab huab, thiab ntxiv rau cov chips ntug, lawv kuj tsim cov npav ceev thiab txhawb nqa cov platform tsim software. Cov muag khoom algorithm siv cov algorithms pom kev computer ua lub hauv paus los tsim cov algorithms dav dav lossis kho kom haum, thiab kuj tseem muaj cov lag luam uas tsim cov khw muag khoom algorithm lossis kev cob qhia thiab thawb cov platforms. Cov muag khoom siv tau nqis peev rau hauv cov khoom suav ntug, thiab daim ntawv ntawm cov khoom suav ntug tau nplua nuj tas li, maj mam tsim cov khoom suav ntug tag nrho los ntawm lub chip mus rau tag nrho lub tshuab. Cov chaw muab kev daws teeb meem muab cov software lossis software-hardware-integrated kev daws teeb meem rau cov lag luam tshwj xeeb.
Cov ntawv thov kev lag luam hauv kev suav ntug (edge computing) sai dua
Hauv thaj chaw ntawm lub nroog ntse
Tam sim no, kev tshuaj xyuas cov cuab yeej cuab tam hauv nroog feem ntau siv hom kev tshuaj xyuas tes, thiab hom kev tshuaj xyuas tes muaj teeb meem ntawm kev siv sijhawm ntau thiab cov nqi siv zog ntau, kev vam khom cov txheej txheem rau cov tib neeg, kev npog tsis zoo thiab zaus tshuaj xyuas, thiab kev tswj xyuas tsis zoo. Tib lub sijhawm, cov txheej txheem tshuaj xyuas tau sau cov ntaub ntawv ntau heev, tab sis cov peev txheej ntaub ntawv no tsis tau hloov mus ua cov cuab yeej cuab tam rau kev txhawb nqa kev lag luam. Los ntawm kev siv thev naus laus zis AI rau cov xwm txheej tshuaj xyuas mobile, lub tuam txhab tau tsim lub tsheb tshuaj xyuas ntse AI hauv nroog, uas siv cov thev naus laus zis xws li Internet of Things, huab computing, AI algorithms, thiab nqa cov khoom siv tshaj lij xws li lub koob yees duab siab, cov zaub on-board, thiab AI sab servers, thiab sib xyaw cov txheej txheem tshuaj xyuas ntawm "lub kaw lus ntse + tshuab ntse + kev pab neeg ua haujlwm". Nws txhawb kev hloov pauv ntawm kev tswj hwm hauv nroog los ntawm cov neeg ua haujlwm-siv mus rau kev txawj ntse tshuab, los ntawm kev txiav txim siab empirical mus rau kev tshuaj xyuas cov ntaub ntawv, thiab los ntawm kev teb tsis ua haujlwm mus rau kev tshawb pom nquag.
Hauv thaj chaw ntawm qhov chaw tsim kho ntse
Cov kev daws teeb meem ntse ntawm qhov chaw tsim kho vaj tse siv kev sib koom ua ke ntawm AI thev naus laus zis rau kev saib xyuas kev nyab xeeb hauv kev lag luam kev tsim kho vaj tse ib txwm muaj, los ntawm kev tso lub davhlau ya nyob twg AI ntawm qhov chaw tsim kho, ua tiav kev tshawb fawb ywj pheej thiab kev txhim kho cov algorithms pom kev AI raws li thev naus laus zis ntse video analytics, kev tshawb pom puv sijhawm ntawm cov xwm txheej uas yuav tsum tau kuaj pom (piv txwv li, kuaj seb puas yuav hnav lub kaus mom hlau), muab cov neeg ua haujlwm, ib puag ncig, kev ruaj ntseg thiab lwm yam kev pabcuam txheeb xyuas cov ntsiab lus txaus ntshai thiab ceeb toom ceeb toom, thiab ua qhov pib los txheeb xyuas cov yam tsis muaj kev nyab xeeb, AI kev saib xyuas ntse, txuag cov nqi zog ua haujlwm, kom ua tau raws li cov neeg ua haujlwm thiab cov kev xav tau kev tswj hwm kev nyab xeeb ntawm cov chaw tsim kho.
Hauv thaj chaw ntawm kev thauj mus los ntse
Cov qauv vaj tse sab huab tau dhau los ua tus qauv tseem ceeb rau kev xa cov ntawv thov hauv kev lag luam thauj mus los ntse, nrog rau sab huab yog lub luag haujlwm rau kev tswj hwm hauv nruab nrab thiab ib feem ntawm kev ua cov ntaub ntawv, sab ntug feem ntau muab kev tshuaj xyuas cov ntaub ntawv sab ntug thiab kev txiav txim siab suav, thiab sab kawg feem ntau yog lub luag haujlwm rau kev sau cov ntaub ntawv lag luam.
Hauv cov xwm txheej tshwj xeeb xws li kev sib koom tes ntawm tsheb thiab txoj kev, kev sib tshuam holographic, kev tsav tsheb tsis siv neeg, thiab kev tsheb ciav hlau, muaj ntau cov khoom siv sib txawv nkag mus, thiab cov khoom siv no xav tau kev tswj hwm kev nkag mus, kev tswj hwm kev tawm, kev ua haujlwm ceeb toom, thiab kev ua haujlwm thiab kev txij nkawm. Edge computing tuaj yeem faib thiab kov yeej, hloov loj mus rau me, muab cov haujlwm hloov pauv protocol hla txheej, ua tiav kev nkag mus sib koom ua ke thiab ruaj khov, thiab txawm tias kev tswj hwm cov ntaub ntawv sib txawv.
Hauv kev lag luam industrial
Kev Txhim Kho Cov Txheej Txheem Tsim Khoom: Tam sim no, ntau lub tshuab tsim khoom sib cais raug txwv los ntawm qhov tsis tiav ntawm cov ntaub ntawv, thiab tag nrho cov khoom siv ua haujlwm tau zoo thiab lwm cov ntaub ntawv suav cov ntsuas tsis zoo, ua rau nws nyuaj rau siv rau kev ua haujlwm tau zoo. Edge computing platform raws li cov qauv ntaub ntawv khoom siv los ua tiav qib semantic tsim khoom tsim kev sib txuas lus kab rov tav thiab kev sib txuas lus ntsug, raws li lub sijhawm tiag tiag cov ntaub ntawv ntws ua haujlwm los sib sau ua ke thiab tshuaj xyuas ntau cov ntaub ntawv tiag tiag, kom ua tiav cov qauv tsim khoom ntau cov ntaub ntawv qhov chaw sib xyaw, los muab kev txhawb nqa cov ntaub ntawv muaj zog rau kev txiav txim siab hauv lub kaw lus tsim khoom sib cais.
Kev Txheeb Xyuas Khoom Siv Ua Ntej: Kev saib xyuas cov khoom siv hauv kev lag luam muab faib ua peb hom: kev kho kom rov zoo, kev tiv thaiv kev saib xyuas, thiab kev kwv yees kev saib xyuas. Kev saib xyuas rov qab yog kev saib xyuas tom qab qhov tseeb, kev tiv thaiv kev saib xyuas, thiab kev kwv yees kev saib xyuas yog kev saib xyuas ua ntej, qhov qub yog raws li lub sijhawm, kev ua haujlwm ntawm cov khoom siv, cov xwm txheej ntawm qhov chaw, thiab lwm yam rau kev saib xyuas cov khoom siv tas li, ntau dua lossis tsawg dua raws li kev paub ntawm tib neeg, qhov kawg los ntawm kev sau cov ntaub ntawv sensor, kev saib xyuas lub sijhawm tiag tiag ntawm lub xeev ua haujlwm ntawm cov khoom siv, raws li tus qauv kev lag luam ntawm kev tshuaj xyuas cov ntaub ntawv, thiab kwv yees kom raug thaum qhov tsis ua haujlwm tshwm sim.
Kev tshuaj xyuas zoo hauv kev lag luam: kev tshuaj xyuas qhov muag pom kev hauv kev lag luam yog thawj daim ntawv tshuaj xyuas qhov muag pom kev ib txwm muaj (AOI) rau hauv kev tshuaj xyuas zoo, tab sis kev txhim kho ntawm AOI txog tam sim no, hauv ntau qhov kev kuaj pom qhov tsis zoo thiab lwm yam xwm txheej nyuaj, vim muaj qhov tsis zoo ntawm ntau hom, kev rho tawm cov yam ntxwv tsis tiav, cov algorithms hloov kho tsis zoo, cov kab ntau lawm hloov kho tas li, kev hloov pauv algorithm tsis yooj ywm, thiab lwm yam, cov kab ke AOI ib txwm muaj teeb meem los ua kom tau raws li kev txhim kho ntawm cov kab ntau lawm. Yog li ntawd, AI kev tshuaj xyuas zoo hauv kev lag luam algorithm platform uas sawv cev los ntawm kev kawm tob + kev kawm me me yog maj mam hloov cov txheej txheem tshuaj xyuas pom kev ib txwm muaj, thiab AI kev tshuaj xyuas zoo hauv kev lag luam platform tau dhau los ntawm ob theem ntawm cov txheej txheem kev kawm tshuab qub thiab cov txheej txheem kev kawm tob.
Lub sijhawm tshaj tawm: Lub Kaum Hli-08-2023