Niba ubwenge bwubukorikori bufatwa nkurugendo kuva A kugeza kuri B, serivise yo kubara ibicu ni ikibuga cyindege cyangwa gariyamoshi yihuta, kandi kubara impande ni tagisi cyangwa igare risangiwe. Kubara impande zegeranye kuruhande rwabantu, ibintu, cyangwa amakuru yatanzwe. Ifata urubuga rufunguye ruhuza ububiko, kubara, kugera kumurongo, hamwe nubushobozi bwibanze bwo gutanga serivisi kubakoresha hafi. Ugereranije na serivise zoherejwe zicururizwamo hagati, computing computing ikemura ibibazo nkubukererwe burebure hamwe nurujya n'uruza rwinshi, bitanga inkunga nziza kubikorwa nyabyo na serivisi isaba umurongo.
Umuriro wa ChatGPT watangije umurongo mushya witerambere rya AI, wihutisha kurohama kwa AI mubice byinshi bikoreshwa nko mu nganda, gucuruza, amazu yubwenge, imigi yubwenge, nibindi. Umubare munini wamakuru ukeneye kubikwa no kubarwa kurangiza gusaba, kandi kwishingikiriza ku gicu byonyine ntibikibasha guhaza ibyifuzo nyabyo, kubara impande zitezimbere kilometero yanyuma yimikorere ya AI. Muri politiki y’igihugu yo guteza imbere ingufu z’ubukungu bwa digitale, kubara ibicu by’Ubushinwa byinjiye mu gihe cy’iterambere ryuzuye, icyifuzo cyo kubara ibicuruzwa cyiyongereye, kandi guhuza ibicu n’impera byabaye icyerekezo cy’ubwihindurize mu bihe biri imbere.
Isoko ryo kubara ryiyongera 36.1% CAGR mumyaka itanu iri imbere
Inganda zo kubara zinjiye mu cyiciro cyiterambere rihamye, nkuko bigaragazwa no gutandukana buhoro buhoro abatanga serivise, kwagura isoko, no kwagura aho basaba. Ku bijyanye n’ubunini bw’isoko, amakuru yavuye muri raporo yakurikiranwe na IDC yerekana ko muri rusange ingano y’isoko rya seriveri yo kubara ibicuruzwa mu Bushinwa yageze kuri miliyari 3.31 z’amadolari y’Amerika mu 2021, kandi biteganijwe ko ingano rusange y’isoko rya seriveri yo kubara mu Bushinwa biteganijwe ko iziyongera ku gipimo cy’ubwiyongere bw’umwaka kingana na 22.2% kuva muri 2020 kugeza mu wa 2025.
Impapuro zo kubara ibidukikije zitera imbere
Ibara rya Edge kuri ubu riri mubyiciro byambere byaduka, kandi imbibi zubucuruzi murwego rwinganda zirasa. Ku bacuruzi ku giti cyabo, ni ngombwa gutekereza ku guhuza hamwe n’ibikorwa by’ubucuruzi, kandi birakenewe kandi kugira ubushobozi bwo guhuza n’imihindagurikire y’imiterere y’ubucuruzi kuva ku rwego rwa tekiniki, kandi birakenewe kandi ko habaho urwego rwo hejuru rwo guhuza ibikoresho by’ibikoresho, ndetse n’ubushobozi bw’ubuhanga mu mishinga y’ubutaka.
Uruganda rwa comptabilite rugizwe n'abacuruzi ba chip, abacuruzi ba algorithm, abakora ibikoresho byuma, nabatanga ibisubizo. Abacuruzi ba Chip ahanini bateza imbere imibare yimibare kuva kumpera kuruhande kugeza kuruhande-igicu, kandi usibye chip-kuruhande, banatezimbere amakarita yihuta kandi bashyigikira urubuga rwo guteza imbere software. Abacuruzi ba Algorithm bafata iyerekwa rya mudasobwa ya algorithm nkibyingenzi byo kubaka algorithms rusange cyangwa yihariye, kandi hariho ninganda zubaka amazu ya algorithm cyangwa amahugurwa no gusunika urubuga. Abacuruza ibikoresho bashora imari mubicuruzwa bibarwa byo kubara, kandi uburyo bwibicuruzwa bibara ibicuruzwa bihora bikungahazwa, buhoro buhoro bikora ibice byuzuye byibicuruzwa bibarwa kuva kuri chip kugeza kumashini yose. Abatanga ibisubizo batanga software cyangwa software-ibyuma-byahujwe nibisubizo byinganda zihariye.
Impapuro zo kubara inganda zikoreshwa zirihuta
Mu rwego rwumujyi wubwenge
Igenzura ryuzuye kumitungo yo mumijyi isanzwe ikoreshwa muburyo bwo kugenzura intoki, kandi uburyo bwo kugenzura intoki bufite ibibazo byigihe kinini kandi gitwara akazi cyane, gushingira kubikorwa kubantu, kubitwara nabi no kugenzura inshuro, no kugenzura ubuziranenge. Muri icyo gihe, igenzura ryanditse umubare munini wamakuru, ariko ayo makuru ntabwo yahinduwe mumitungo yamakuru kugirango yongere imbaraga mubucuruzi. Mugukoresha tekinoroji ya AI muburyo bwo kugenzura mobile, uruganda rwashyizeho imiyoborere yo mumijyi AI igenzura ubwenge bwubwenge, ikoresha ikoranabuhanga nka interineti yibintu, kubara ibicu, algorithms ya AI, kandi ikanatwara ibikoresho byumwuga nka kamera zisobanura neza, ibyerekanwa ku ndege, hamwe na seriveri ya AI, ikanahuza uburyo bwo kugenzura "sisitemu yubwenge + imashini yubwenge + ifasha abakozi". Itera imbere guhindura imiyoborere yo mumijyi kuva kubakozi-cyane cyane mubwenge bwubukanishi, kuva mubucamanza bufatika kugeza kubisesengura ryamakuru, no kuva mubisubizo byoroshye kubuvumbuzi bugaragara.
Mu rwego rwubwubatsi bwubwenge
Edge computing ishingiye kubikorwa byubwubatsi byubwubatsi bikoresha uburyo bwimbitse bwikoranabuhanga rya AI mubikorwa gakondo byo kugenzura umutekano wubwubatsi bwinganda, mugushira ahabigenewe isesengura rya AI ahazubakwa, kurangiza ubushakashatsi bwigenga no guteza imbere amashusho ya AI yerekana amashusho ashingiye ku ikoranabuhanga ryisesengura rya videwo, kumenya igihe cyose ibintu bizamenyekana (urugero, kumenya niba bitagomba kwambara ingofero), gutanga amakuru yibikorwa byumutekano, no gufata ibyemezo byibutsa umutekano, no gufata ibyemezo byibutsa umutekano, no gufata ibyemezo byibutsa umutekano, no gufata ibyemezo byibutsa umutekano, kurinda, kuzigama amafaranga yabakozi, kugirango uhuze abakozi nu micungire yumutungo ukenewe ahazubakwa.
Mu rwego rwo gutwara abantu ubwenge
Igicu-cyanyuma-cyubatswe cyahindutse paradizo yibanze yo kohereza porogaramu mu nganda zitwara abantu zifite ubwenge, hamwe n’igicu gishinzwe imicungire y’ibice hamwe n’igice cyo gutunganya amakuru, uruhande rw’uruhande rutanga isesengura ry’amakuru ku mpande zombi hamwe no kubara ibyemezo, kandi uruhande rwanyuma rushinzwe gukusanya amakuru y’ubucuruzi.
Mubihe byihariye nko guhuza ibinyabiziga-umuhanda, amasangano ya holographiki, gutwara ibinyabiziga, hamwe na gari ya moshi, hari umubare munini wibikoresho bitandukanye bitagerwaho, kandi ibyo bikoresho bisaba gucunga neza, gucunga gusohoka, gutunganya impuruza, no gutunganya no gutunganya. Impapuro zo kubara zirashobora kugabana no gutsinda, guhinduka binini mo bito, gutanga imikorere ya protocole ya protocole ihuza ibikorwa, kugera kubintu bihamye kandi bihamye, ndetse no gufatanya kugenzura amakuru atandukanye.
Mu rwego rwo gukora inganda
Uburyo bwo Gukora Ibikorwa byo Gukwirakwiza Ibihe: Kugeza ubu, umubare munini wa sisitemu yo gukora disiketi igarukira ku kutuzuza amakuru, kandi ibikoresho rusange hamwe n’ibindi bikoresho byerekana imibare birasa nkaho bitoroshye, ku buryo bigoye gukoresha mu gukora neza. Urubuga rwo kubara rushingiye ku buryo bwo kumenya amakuru kugira ngo rugere ku rwego rwa semantique rukora sisitemu yo gutumanaho itambitse no gutumanaho guhagaritse, hashingiwe ku buryo nyabwo bwo gutunganya amakuru yo gukusanya amakuru kugira ngo akusanyirize hamwe anasesengure umubare munini w’imibare nyayo, kugira ngo agere ku cyerekezo gishingiye ku musaruro ushingiye ku makuru menshi yo guhuza amakuru, gutanga amakuru akomeye mu gufata ibyemezo muri sisitemu yo gukora ibintu byihariye.
Ibikoresho Biteganijwe Gufata neza Ibihe: Kubungabunga ibikoresho byinganda bigabanijwemo ubwoko butatu: kubungabunga indishyi, kubungabunga ibidukikije, no kubungabunga ibiteganijwe. Kubungabunga ibintu ni ibya ex post facto kubungabunga, kubungabunga ibidukikije, no kubungabunga ibiteganijwe ni ibya ex-ante kubungabunga, ibyambere bishingiye ku gihe, imikorere y'ibikoresho, imiterere yikibanza, nibindi bintu byo gufata neza ibikoresho, byinshi cyangwa bike bishingiye kuburambe bwa muntu, ibya nyuma binyuze mu ikusanyamakuru ryamakuru, kugenzura igihe nyacyo imikorere yimikorere yibikoresho, hashingiwe ku cyitegererezo cyinganda zisesengura ryamakuru, kandi giteganijwe neza mugihe habaye gutsindwa.
Igenzura ryubuziranenge bwinganda: umurima wo kugenzura iyerekwa ryinganda nuburyo bwa mbere busanzwe bwa optique ya optique (AOI) muburyo bwo kugenzura ubuziranenge, ariko iterambere rya AOI kugeza ubu, mubice byinshi byerekana inenge hamwe nibindi bintu bigoye, bitewe nubusembwa bwubwoko butandukanye, gukuramo ibintu bituzuye, guhuza imiterere ya algorithms ntabwo bigenda byoroha, kandi kwimuka kwa algorithm ntabwo byoroha, kandi nibindi bintu byimikorere ya A, ntabwo byoroha, kandi nibindi bintu, kwimuka kwa algorithm ntabwo byoroha, kandi nibindi bintu, kwimuka kwa algorithm ntabwo byoroha, kandi nibindi bintu byimikorere ya A, algorithm. Kubwibyo, AI igenzura ubuziranenge bwinganda za algorithm ihagarariwe no kwiga byimbitse + ibyitegererezo bito byiga bigenda bisimbuza buhoro buhoro gahunda yo kugenzura iyerekanwa rya gakondo, kandi urubuga rwo kugenzura ubuziranenge bw’inganda rwa AI rwanyuze mu byiciro bibiri byo kwiga imashini ya kera ya algorithms hamwe na algorithm yo kugenzura byimbitse.
Igihe cyo kohereza: Ukwakira-08-2023