Chikamu chega chega chiri kutsvaga kusimudzira mashandiro aro, kugadzirwa, uye chengetedzo nekuita mamwe otomatiki. Zvirongwa zvekombuta zvinofanirwa kugona kuona mapatani uye kuita mabasa zvakavimbika uye zvakachengeteka kuitira kuti zvivabatsire.
Nekudaro, nyika haina kurongeka, uye kuwanda kwemabasa anoitwa nevanhu kunosanganisira nhamba isingaperi yezviitiko zvakaoma kutsanangura zvakakwana muzvirongwa nemitemo.
Kufambira mberi kweEdge AI kwaita kuti makomputa nemagajeti ashande ne "njere" yekuziva kwevanhu, zvisinei nekuti varipi. Smart AI-inogonesa mapurogiramu anodzidza kuita mabasa akafanana mumamiriro akasiyana-siyana, sezvinoita vanhu muhupenyu chaihwo.
Tichatarisa zvakadzama Edge AI, mabhenefiti ayo, makesi ekushandisa, uye zvimwe zvakawanda mune ino positi.
Chii chinonzi Edge AI?
Edge komputa inobvumira vashandisi kuwana nyore nyore kuchengetedza uye kugadzirisa data. Izvi zvinoitwa nekuita maitiro pamidziyo yemuno senge laptops, IoT zvishandiso, kana akasarudzika edge maseva.
Iyo latency uye bandwidth inonetsekana kuti dzimwe nguva stymie cloud-based operations haisi nyaya yekumucheto mabasa.
Edge AI inosanganiswa chakagadzirwa njere uye kumucheto komputa (AI). Izvi zvinosanganisira kuita AI algorithms pamidziyo yemuno ine simba rekugadzirisa kumucheto.
Edge AI inobvisa kudiwa kwekubatanidza system uye kubatanidzwa, ichibvumira vashandisi kugadzirisa data munguva chaiyo-nguva pamidziyo yavo. Kunyangwe mashandiro eAI achida simba rakawanda remakomputa, mazhinji acho ave kuitwa munzvimbo dzakavakirwa makore.
Chakashata ndechekuti kuvhiringwa kwesevhisi kana kunonoka zvakanyanya kunogona kuitika nekuda kwekubatanidza kana kunetsa kwetiweki.
Nekubatanidza AI maitiro mumucheto komputa zvishandiso, edge AI inokunda izvi zvinonetsa. Nekuunganidza data uye sevhisi vashandisi pasina kutaurirana nedzimwe nzvimbo dzemuviri, vashandisi vanogona kuchengetedza nguva.
Edge AI tekinoroji inoshanda sei?
Michina inoda kukwanisa kuona, kuona zvinhu, kushandisa mota, kunzwisisa kutaura, kutaura, kufamba, uye kuita mamwe mabasa akafanana nevanhu. Kuti idzokorore cognition yemunhu, AI inoshandisa dhizaini inozivikanwa seyakadzika neural network.
Aya maDNN anodzidziswa kupindura kune mamwe marudzi emibvunzo nekuratidzwa akati wandei emubvunzo iwoyo pamwe nemhinduro dzakakwana.
Nekuda kwehuwandu hukuru hwe data inodiwa kudzidzisa iyo chaiyo modhi uye chinodiwa che data masayendisiti kuti vabatane pakuvaka modhi, iyi nzira yekudzidzisa, inozivikanwa se "kudzidza kwakadzama," inowanzoitwa munzvimbo yedata kana gore. Iyo modhi inokura kuita "injini yekufungidzira" inogona kupindura matambudziko epasirese mushure mekudzidziswa.
Injini yekufungidzira iri mumucheto AI deployments inoshanda pakombuta kana mudziyo uri kure, senge fekitori, chipatara, mota, setiraiti, kana imba yemunhu.
Kana AI ikasangana nenyaya, iyo dambudziko data rinowanzo kuendeswa kune gore kuti riwedzere kudzidziswa kweiyo yekutanga AI modhi, iyo inozopedzisira yatsiva yekumucheto inferensi injini. Kamwe mupendero weAI modhi waitwa, iwo anongowedzera uye akachenjera, nekuda kweiyi mhinduro loop.
Benefits
AI algorithms inonyanya kubatsira munzvimbo dzinowanzoitwa nevashandisi vekupedzisira vane nyaya dzepasirese nekuti vanogona kududzira mutauro, zvinoonekwa, ruzha, hwema, tembiricha, zviso, uye mamwe marudzi eanalogi yeruzivo rusina kurongeka.
Nekuda kwekunetsekana nelatency, bandwidth, uye kuvanzika, mamwe maAI maapplication angave asingaite kana kusagoneka kuita mukati mepakati gore kana bhizinesi data centre.
Izvi zvinotevera zvimwe zvakanakira edge AI:
- Real-time maonero: Sezvo edge tekinoroji inoongorora data munharaunda kwete mugore riri kure rinononoka nekubatanidza kure-kure, inopindura kune zvikumbiro zvemushandisi munguva chaiyo.
- ruzivo: Zvishandiso zveAI zvine simba uye zvinochinjika kupfuura zvirongwa zvechinyakare, izvo zvinongogona kupindura kune izvo zvakafanotaurwa nemugadziri. Iye AI neural network, kune rumwe rutivi, akadzidziswa kuti asapindure mubvunzo chaiwo, asi kuti apindure rudzi rwakati rwemubvunzo, kunyangwe mubvunzo wacho uri mutsva. Zvishandiso hazvigone kugadzirisa zvisingaperi zvakasiyana siyana senge zvinyorwa, mazwi anotaurwa, kana vhidhiyo isina AI.
- Privacy Yakawedzera: AI inogona kudzidza data repasirese pasina kumborifumura kumunhu, ichiwedzera kuvanzika kune chero munhu ane chitarisiko, izwi, mufananidzo wekurapa, kana rumwe ruzivo rwemunhu runofanira kudzidzwa. Edge AI inovandudza kuvanzika zvakatowedzera nekuchengetedza data munharaunda uye kuendesa chete kuongororwa uye ruzivo kune gore.
- Mari Yakaderedzwa: Nekufambisa simba remakomputa padhuze nekumucheto, maapplication anoda kushoma internet bandwidth, zvichikonzera kuchengetedza kwakakosha mumutengo wetiweki.
- Kuvandudza kunoenderana: Sezvo maAI mamodheru akadzidziswa pane mamwe data, anova akanyanya kunaka. Kana mupendero AI application ikasangana nedata iyo isingakwanise kubata nemazvo kana nechivimbo, inowanzoiisa kuitira kuti AI igone kudzidzirazve uye kudzidza kubva mairi. Nekuda kweizvozvo, iyo yakareba modhi iri mukugadzirwa kumucheto, iyo yakanyanya kunaka ichave.
Edge AI kushandisa makesi
Michina yemaindasitiri uye magajeti evatengi ndiwo zvikamu zviviri zvikuru zvemusika weAI. Miedzo yekuratidzira iri kuratidza kuvandudzwa munzvimbo dzakaita sekudzora nekugadzirisa zvishandiso uye otomatiki hunyanzvi hwevashandi.
Mutengi gadget ane AI-inogonesa makamera anoona otomatiki zvidzidzo zvemifananidzo ari kufambira mberi. Musika wemidziyo yevatengi unofungidzirwa kuti uchakura zvakanyanya kubva 2021 zvichienda mberi, nekuda kwekuti huwandu hwemidziyo yakakura kupfuura huwandu hwemidziyo yemaindasitiri. Isu takanyora mamwe akakurumbira edge AI ekushandisa makesi pazasi:
- Autonomous Drones - Drones vanga vachitadza kudzora nekunyangarika vachiitisa bvunzo dzekubhururuka kure, maererano nenhau. Mutyairi weiyo drone inozvimiririra haabatanidzwe mukubhururuka kweiyo drone. Ivo vanochengeta ziso pazvinhu zviri kure uye vanongoshandisa iyo drone kana ichinyanya kukosha. Amazon Prime Air, bhizinesi rekutumira drone iro riri kugadzira dhiraivha yekuzvifambisa kuendesa zvinhu, ndiyo inonyanya kuzivikanwa muenzaniso weizvi.
- Kutyaira Mota - The inonyanya kunakidza kushandiswa kweedge computing imotokari dzinozvityaira. Mota dzinozvityaira dzinofanirwa kuita ongororo yekukurumidza yemamiriro ezvinhu mumamiriro mazhinji, izvo zvinoda chaiyo-nguva yekugadzirisa data. Road Traffic Act yekuJapan uye Road Transportation Vehicle Law yakadzokororwa muna Zvita 2019, zvichiita kuti zvive nyore kuwana level 3 mota dzinozvityaira mumugwagwa. Izvo zvinodiwa zvekuchengetedza izvo mota dzinozvimiririra dzinofanirwa kusangana, pamwe nenzvimbo dzavanogona kutyaira dziri pakati pazvo. Nekuda kweizvozvo, vanogadzira mota vari kugadzira mota dzinozvityaira dzinozadzisa izvi zvinodiwa. Toyota, semuenzaniso, iri kuisa iyo TRI-P4 kuburikidza nematanho ayo ine yakazara otomatiki (level 4).
- Smartphones - izvi ndiyo yekumucheto AI gadget iyo yatinonyanya kujairana nayo. Siri uye Google Assistant, iyo inoshandisa edge AI kusimbisa izwi ravo mushandisi nzvimbo, ndiwo akanakira mamiriro emupendero AI pane smartphones. Pa-chishandiso AI inobvisa kukosha kwekutumira data remudziyo kune gore nekuti kugadzirisa kunoitika pachigadzirwa (kumucheto). Izvi zvinobatsira kuchengetedza kuvanzika uku uchidzikisawo traffic.
- Varaidzo – Vimbo chokwadi, augmented reality, uye zvakasanganiswa zvechokwadi zvikumbiro zvevaraidzo zvinosanganisira kutepfenyura vhidhiyo zvinhu kumagirazi echokwadi chaiwo. Nekupa kunze kwekugadzirisa kubva kumagirazi kusvika kumucheto maseva padyo nemagumo mudziyo, saizi yemagirazi akadaro inogona kudzikiswa. Microsoft, semuenzaniso, ichangobva kuvheneka HoloLens, komputa holographic yakaiswa mumusoro inobvumira vashandisi kuona yakawedzera chokwadi. Microsoft inoronga kushandisa iyo HoloLens kupa yakajairwa komputa, kuongororwa kwedata, kufungidzira kwekurapa, uye mitambo-yepamusoro-yekumucheto maapplication.
- Kuzivikanwa kumeso - Kumeso recognition system ifambiro mberi mumakamera ekutarisa ayo anogona kudzidza kuziva vanhu zvichienderana nezviso zvavo. AI kamera module inoshandisa edge AI komputa matekiniki ekuongorora maitiro echiso munguva chaiyo. Inogona kuona zviso nekukurumidza uye nemazvo, ichiita kuti ive yakakodzera kune zvekushambadzira maturusi anonangana nehumwe hunhu hwakadai sezera, pamwe nekuzivikanwa kwechiso kuvhura zvishandiso.
5G uye Edge AI
Izvo zvakakosha zvinodikanwa zve5G munzvimbo dzekukura-pamusoro senge mota dzinozvityaira zvizere, chaiyo-nguva chaiyo chaiyo zviitiko, uye mishoni-yakakosha maapplication inotyaira humwe hunyanzvi mumakomputa ekumucheto uye Edge AI.
5G ndiyo inotevera-chizvarwa cellular network iyo inotsvaga kuwedzera zvakanyanya kunaka kwesevhisi, senge zvirinani kubuda uye kuderedzwa latency - ichipa 10x nekukurumidza data data pane iripo 5G network.
Funga nezve-chaiyo-nguva kutakura kwepaketi mumotokari dzinozvityaira, izvo zvinoda kunonoka-kusvika-kumagumo kunonoka kweasingasviki gumi ms kuti utende chinodikanwa chekukurumidza kuendesa data uye yemunharaunda pa-chishandiso computation.
Iko kunonoka kwekupedzisira-kusvika-kunonoka kwekupinda kwegore kwakakura kupfuura 80 ms, iyo isingagamuchirwe kune akawanda epasirese application. Edge komputa inosangana nezvinodiwa ne-sub-millisecond ye5G application uku ichidzikisa kushandiswa kwesimba ne30-40%, zvichikonzera kukwira ku5x kushoma kushandiswa kwesimba kana zvichienzaniswa nekuwana gore.
Edge komputa uye 5G inosimudzira network kumhanya, ichibvumira kuisirwa uye kutumirwa kweakasiyana-siyana chaiwo-nguva AI maapplication, akadai seAI-based real-time video analytics, iyo inotsamira pane yakaderera latency data kutamiswa.
Future
Edge AI iri kuwedzera kufarirwa, uye kudyara kwakakosha kwakaitwa mumunda. Semuenzaniso, muna Ndira 2020, zvakaziviswa kuti Apple yakabhadhara mazana maviri emamiriyoni emadhora kutenga iyo Seattle-based AI kambani Xnor.ai.
Edge processing inoshandiswa neXnor.ai's AI tekinoroji kugadzirisa data pane yemushandisi smartphone. Iine yakavakirwa-mukati AI pama smartphones, isu tinofanirwa kutarisira kuvandudzwa mukugadzirisa izwi, tekinoroji yekuzivikanwa kwechiso, uye kuvanzika.
Nekuunzwa kwe5G, tinogona kutarisira mitengo yakaderera uye kudiwa kwakawanda kwemasevhisi eAI pasi rese.
mhedziso
Sezvo vanhu vachipedza nguva yakawanda vari pamidziyo yavo yenhare, mabhizinesi mazhinji nevagadziri vari kuona kukosha kwekushandisa tekinoroji yeEdge kuendesa nekukurumidza, inoshanda sevhisi uchiwedzera purofiti.
Panyaya yebhizinesi-level AI-yakavakirwa masevhisi, pamwe nekunyaradza kwevatengi uye mufaro, izvi zvinovhura iyo nyowani nyowani yemukana.
Mafemu makuru akaita seAmazon neGoogle akadyara mamirioni mukusimudzira maEdge AI masisitimu avo, nekudaro kutungamira uye kuisa mari mumatekinoroji aya ndiyo chete nzira yekuramba uchikwikwidza.
Kuwedzera kudiwa kwemidziyo yeIoT, kune rumwe rutivi, kuchaita kuti 5G network uye Edge Computing ishandiswe zvakanyanya.
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