- I-Supercomputing kanye ne-AI kwenza kube nokwenzeka ukudala amawele edijithali eplanethi, amadolobha, kanye nezitho zomuntu ukuze alingise futhi alindele izimo eziyinkimbinkimbi.
- IYurophu ikhuthaza amaphrojekthi afana ne-Destination Earth, i-LUMI kanye ne-BSC, ihlanganisa ama-supercomputer, amanethiwekhi ezikhungo kanye nokuthuthukiswa kwama-chip ayo.
- Ukugxila kwe-AI ukushintsha kusuka ekuqeqeshweni okukhulu kuya ekucabangeni, ngamaseva amasha, ama-PC, ngisho nama-desktop supercomputer alungiselelwa i-AI.
- ISpain ihlanganyela kulo mjaho neMareNostrum, iSpanish Supercomputing Network kanye nezinhlelo ezifana nePicasso, enikeza izinsizakalo kwisayensi, embonini kanye nomphakathi.
Ubuchwepheshe be-Supercomputing kanye nobuhlakani bokwenziwa sekuyizinto ezithandwa kakhulu kwezobuchwepheshe banamuhla. Asisakhulumi nje ngezikhungo ezinkulu zedatha ezifihliwe ezindlini zesayensi, kodwa sikhuluma ngemishini ekwazi ukudala amawele edijithali eplanethi, inhliziyo yomuntu , noma idolobha lonke, ngisho namakhompyutha amakhulu edeskithophu angena (cishe) ngaphansi kwedeski lehhovisi.
Ngesikhathi esifanayo, sibhekene noshintsho lwesigaba ku-AI: kusukela ekukhuleni kokuqeqeshwa kwamamodeli amakhulu, sesishintshele ekucabangeni ngokweqile — okungukuthi, ngokusebenzisa la mamodeli ngokugcwele emisebenzini yansuku zonke. Abakhiqizi behadiwe, izikhungo zocwaningo, namanyuvesi manje sebencintisana ngokunikeza konke kusukela ezikhungweni ze-supercomputing njenge- Barcelona Supercomputing Center (BSC) noma i-European LUMI, kuya kumaseva aqinile kanye nama-PC alungele i-AI aletha uhlobo "lwe-mini supercomputer" kudeskithophu.
Kuyini ngempela i-supercomputing futhi amandla ayo akalwa kanjani?
Uma sikhuluma nge-supercomputing, asibhekiseli kwi-PC ehlanganisiwe, kodwa sibhekisela emaqenjini ezinkulungwane zamakhompyutha asebenza ngendlela ehlelekile njengokungathi angumshini owodwa. Ikhompyutha ngayinye iyi-node, enama-CPU ayo, ama-GPU, i-RAM, kanye nesitoreji, konke kuxhunywe ngamanethiwekhi okuxhumana okusheshayo kakhulu anciphisa ukubambezeleka , isitha esikhulu sokusebenza.
Amandla ale mishini abonakala ku- FLOPS (imisebenzi ye-floating-point ngomzuzwana) . Ekhaya, ikhompyutha enamandla ingasebenza kububanzi be-teraFLOPS (TFLOPS). Ku-supercomputing, sidlala kuligi ehlukile: kuvamile ukukhuluma nge- petaFLOPS ( imisebenzi engu -10¹⁵ ngomzuzwana) kanye, ezinhlelweni ezithuthuke kakhulu, i-exaFLOPS ( 10¹⁸ ). IFrontier, e-United States, yaba ngowokuqala ukuphula ngokusemthethweni isithiyo se-exascale.
Ukuze sikunike umbono, i-supercomputer yesimanje ingenza ngehora elilodwa lokho ikhompyutha yasekhaya ebingathatha iminyaka ukubala . Lawa mandla amangalisayo okusebenzisa ikhompyutha yiwona asivumela ukuthi silingise konke kusukela eziphephweni kuya ekushintsheni kwamaprotheni, noma ukuqeqesha amamodeli e-AI ngama-trillions amapharamitha.
Ama-supercomputer abukeka kanjani ngokoqobo futhi kungani edinga ukupholisa okungaka?
Ngokubukeka, i-supercomputer ayibukeki njenge-PC evamile yedeskithophu. Ngokuvamile ifana negumbi eligcwele amakhabethe ensimbi , ngalinye liqukethe amakhulu noma izinkulungwane zama-processor, ama-GPU, nama-hard drive. Amandla makhulu kakhulu kangangokuthi ukusetshenziswa kwamandla kungafinyelela kuma -megawatts amaningana , futhi ingxenye enkulu yalawo mandla ilahleka njengokushisa.
Yingakho lezi zinhlelo zidinga amakamelo azinikele anokupholisa okukhulu : ukulawulwa kwesimo sezulu sezimboni, izindawo ezishisayo nezibandayo, ukupholisa uketshezi ngqo ku-chip, ngisho nezixazululo zokudala zokusebenzisa lokho kushisa. ESwitzerland, isibonelo, ukushisa okuvela kukhompyutha enkulu kusetshenziswa kabusha ukufudumeza izakhiwo zaseyunivesithi , okuguqula inkinga ibe yinzuzo.
Kwezinye izimo, kusetshenziswa izinhlelo zokuphepha nezokuvikela eziyinkimbinkimbi kakhulu, njengezivalo zeglasi ezinezinhlelo ezikhethekile zokucima umlilo ezisebenzisa amanzi akhiwe nge-micron akwazi ukucima umlilo ngaphandle kokulimaza izinto zikagesi. Lokhu kunjalo nge-MareNostrum yokuqala eBarcelona, efakwe ngaphakathi kwesonto le-Polytechnic University of Catalonia: mhlawumbe enye yamakhompyutha amakhulu anezindawo ezingavamile kakhulu emhlabeni.
Inguquko yamawele edijithali: kusukela eMhlabeni kuya enhliziyweni yomuntu
Inhlanganisela ye-supercomputing kanye ne-AI iqhuba umqondo oyinhloko: amawele edijithali . Lawa akuwona nje amamodeli abonakalayo, kodwa amakhophi aguquguqukayo ahlanganisa idatha yangempela ngesikhathi sangempela ukuze alingise, alindele, futhi athuthukise okwenzekayo emhlabeni ongokoqobo.
EYurophu, iKhomishini yaseYurophu ikhuthaza uhlelo lwe -Destination Earth (DestinE) , oluhlose ukuthuthukisa i-digital twin yoMhlaba enembile kakhulu eminyakeni embalwa ezayo. Ngenxa yama-supercomputer afana ne -LUMI , anamandla kakhulu e-European Union, ukulingisa isimo sezulu okunesinqumo esiphezulu kakhulu, isikhathi eside kungenziwa, kufaka phakathi umkhathi, ulwandle, kanye nomhlaba ngezinga lemininingwane okwakungafinyeleleka kuphela kumamodeli esimo sezulu sesikhathi esifushane kakhulu.
Ngokusho kuka-Utz-Uwe Haus, inhloko ye-HPE HPC/AI EMEA Research Lab, leli khono livumela ukuqonda okungcono kwezehlakalo ezimbi kakhulu zokuphathwa kwezinhlekelele, ukutadisha izimo zokushintsha kwesimo sezulu, kanye nokuhlolwa komthelela weqhwa, iqhwa lolwandle, izitshalo, kanye nama-aerosol esimweni sezulu somhlaba wonke. Kodwa futhi kwenza kube nokwenzeka okuthile okuwusizo kakhulu: ukubikezela imiphumela yendawo ngokunemba okukhulu, njengemvula evamile, isomiso, noma izikhukhula ngesilinganiso sesifunda noma idolobha.
Lokhu kunemiphumela eqondile ekuhleleni kwezolimo (yiziphi izitshalo ezitholakala endaweni ethile nokuthi zisengozini engakanani), ekutshalweni kwezimali ezintweni ezivuselelekayo (amahora okubikezela kwelanga nomoya emashumini eminyaka), kanye nasekuklanyweni kwengqalasizinda. Kuyisibonelo esicacile sendlela ukusebenzisa i-supercomputing okuyeka ngayo ukuba yinto engabonakali futhi kuqala ukuthonya izinqumo zomnotho eziqondile kakhulu.
Amawele edijithali emadolobheni, emifuleni nasemachwebeni
Amawele edijithali awagcini nje ngesimo sezulu somhlaba wonke. Indawo yedolobha laseBarcelona inewele ledijithali komasipala bayo abangu-164 elivumela ukulingiswa kwezimo zasemadolobheni, ezomnotho, zokuhamba, izindlu, kanye nolwazi emashumini eminyaka ezayo. Izinqubomgomo nezinhlelo zingahlolwa kule kopi ebonakalayo ngaphambi kokwenza izinqumo emhlabeni wangempela.
Emkhakheni wezokuthutha wechweba kanye nomfula, iPort of Seville ithuthukisa iGuadaltwin, i-digital twin yeGuadalquivir Waterway, njengengxenye yohlelo lwayo lokwenza idijithali. Lolu hlelo luhlanganisa i-AI kanye nokufunda komshini ukuze kuthuthukiswe izibikezelo nezinqumo mayelana nokuhamba kwezimoto emfuleni, ukuphathwa kohlaka, amagagasi, ingqalasizinda, kanye nokuphepha.
Ngisho nasemikhakheni ebonakala ingafani njengefiziksi enamandla aphezulu kanye nemfashini, amawele edijithali aseqalile ukungena embonini. I-CERN icwaninga ukuthi ingazisebenzisa kanjani lezi zinhlobo ezivivinyweni zayo zefiziksi yezinhlayiya, amarobhothi, kanye nezinhlelo zokupholisa, kuyilapho izinkampani ezifana ne-H&M zidale amakhophi edijithali amamodeli abantu emikhankasweni yokukhangisa, zivusa impikiswano ngamalungelo ezithombe kanye nekusasa lomsebenzi wokudala.
Umzimba womuntu njengewele elilandelayo elikhulu ledijithali
Enye yezinselelo ezinkulu kakhulu isekunakekelweni kwezempilo. Amaqembu afana noSteven Niederer e-Imperial College London asebenza ngamawele edijithali ezinhliziyo ngazinye, ngesimo sawo esithile, usayizi, kanye nomsebenzi wawo. Lawa mamodeli avumela ukulingiswa kokuhlinzwa kanye nokwelashwa ngaphandle kwengozi esigulini futhi asevele esetshenziswa ezivivinyweni zemitholampilo kanye nokuhlela ukungenelela.
Abacwaningi abanjengo-Andreu Climent noMaría de la Salud Guillem, base-Polytechnic University of Valencia, bakholelwa ukuthi la mawele enhliziyo edijithali azoba yisihluthulelo sokwelapha ama-arrhythmia ayinkimbinkimbi, ukunquma ukuthi ubani ozuzayo ku-defibrillator efakwayo, kanye nokulindela ingozi yokufa ngokuzumayo. Futhi umgomo wesikhathi eside uzimisele nakakhulu: ukwakha amawele edijithali aphelele omzimba womuntu azovumela ukuhlolwa kokwelashwa, ukulungisa imithamo yemithi, kanye nokwenza umuthi ube ngowakho ngokugcwele.
I-AI, i-supercomputing, kanye nokushintsha kusuka ekuqeqeshweni kuya ekucabangeni
Sekuyiminyaka eminingi, iningi lokutshalwa kwezimali kwe-AI liye ekuqeqesheni amamodeli amakhulu, ikakhulukazi ku-AI ekhiqizayo. Namuhla, ukugxila kusobala ukuthi kuya ekucabangeni : ukusebenzisa lawo mamodeli ngezinga ekukhiqizeni, ngokuqhubekayo, nangezindleko eziphansi ngokusebenza ngakunye.
Lolu shintsho lubonakale ngokusobala ku -CES 2026. Abakhiqizi abanjengoLenovo baveze amaseva aklanyelwe ngqo ukuqagela, njenge- ThinkSystem SR675i, SR650i , kanye ne-ThinkEdge SE455i , alungele ukusebenzisa amamodeli e-AI eduze komthombo wedatha, endaweni ebizwa ngokuthi i-edge.
I-Origin PC, manje eyingxenye ye-ecosystem ye-Corsair, ibonise i- S-Class Edge AI Developer Kit , ipulatifomu encane, elungele ukusetshenziswa yokuthuthukisa i-AI emaphethelweni enethiwekhi. Umqondo uwukuthi amaqembu amancane okuthuthukisa noma ocwaningo angahlola futhi asebenzise i-AI ngaphandle kokuthembela njalo efwini noma ezikhungweni ezinkulu zedatha zangaphandle.
Iningi labakhiqizi be-PC abakhona e-CES balandele indlela efanayo: i-Acer enesiteshi sayo esincane se-RA100 AI kanye nama-desktop ayo abuyekeziwe e-Veriton; i-LG GRAM enamakhono amabili e-AI (indawo + ifu); i-Asus enezinhlobo ezahlukene ze-Vivobooks ezintsha kanye ne- ProArt PX13 eguquguqukayo ehloselwe abadali abasebenza ne-AI; i-Dell ibuyekeza ububanzi be -XPS bemisebenzi ye-AI; kanye ne-HP ibuyekeza i-EliteBook, i-EliteBoard, i-Omnibook kanye ne-OmniStudio, konke okunamandla okusheshisa i-AI kanye nedatha.
Ukusebenzisa i-Supercomputing okufika kudeskithophu: “i-desktop supercomputer”
Umkhuba owodwa othakazelisayo kakhulu yi- local supercomputing , enemishini, nakuba ingafinyeleli esikalini sesikhungo sikazwelonke, enikeza amandla amangalisayo kwifomethi yedeskithophu. Ku-CES 2026, i-Gigabyte (ngokusebenzisa inkampani yayo engaphansi kwe-Giga Computing) yembule i- Gigabyte W775-V10 , "i-desktop supercomputer" yangempela.
Lolu hlelo luhlanganisa i -NVIDIA AI stack kanye ne- NVIDIA GB300 Grace Blackwell Ultra Desktop accelerator , phakathi kwezinye izingxenye eziphezulu. Umgomo walo ukuvumela amaqembu e-AI ukuqeqesha nokuqonda amamodeli ayinkimbinkimbi ngaphandle kokuthembela efwini noma ezikhungweni zedatha zangaphandle, ngenkathi kugcinwa ukulawula okuphelele kwedatha kanye nendawo yokusebenza.
Eceleni kwayo, i-CES ivuselele uhlelo lwezingxenye: ama-CPU amasha e -Intel Core Ultra , amaprosesa amasha e-AMD Ryzen , i-chip ye- Qualcomm's Snapdragon X2 Plus , ama-SSD e-Kioxia's BG7, inkumbulo ye-DDR5 ethuthukisiwe evela ku-Gigabyte, kanye namabhodi e-mama abuyekeziwe avela ku-MSI, konke okwenzelwe ukusekela umthwalo wemisebenzi odinga idatha kanye ne-AI.
Emkhakheni wezinto ezisetshenziswayo, imikhiqizo efana neCorsair ibonise amagundane namakhibhodi ayo akamuva asezingeni eliphezulu, kuyilapho i-Anker, i-eufy, ne-soundcore zigxile kumadivayisi axhunyiwe. Kwavela ngisho namagajethi athile athakazelisayo, njenge- Plaud Notepin S , idivayisi encane yokubhala amanothi enikwe amandla yi-AI.
Yiziphi izinto ezisetshenziswayo namuhla ngamakhompyutha amakhulu: kusukela ku-COVID kuya ekhwalithini yomoya
Ama-Supercomputer cishe asetshenziswa njalo ocwaningweni oluthuthukisiwe emikhakheni lapho i-PC evamile ingathatha isikhathi eside ukubala. Ukusetshenziswa kwawo okuvamile kufaka phakathi i-meteorology kanye nesimo sezulu , ukulingisa ukuzamazama komhlaba, ucwaningo lwe-astrophysics, i-geophysics, i-biology, imithi, ukuklama izidakamizwa, kanye nobunjiniyela bezindiza.
Ngesikhathi sobhubhane lwe-COVID-19 , kwasetshenziswa ama-supercomputer amaningana ukulingisa ukuziphatha kwamaprotheni egciwane, ukuhlola inhlanganisela yama-molecule, nokusheshisa ukusesha izidakamizwa. Ukulingisa okukhulu kwavumela abacwaningi ukuba balahle izindlela ezingathembisi futhi bagxile emizamweni yabo kumakhemikhali anethuba eliphezulu lokuphumelela.
Izikhungo ezifana neBarcelona Supercomputing Center zibonise izibonelo eziqondile kakhulu: ngedatha yezinzwa kanye namamodeli e-fluid dynamics, ziqeqeshe amanethiwekhi ezinzwa ukulawula ama-incinerator nokuthuthukisa ukusetshenziswa kukaphethiloli ngokunciphisa ukukhishwa kwegesi; noma ukubikezela ikhwalithi yomoya emadolobheni amakhulu ngokunemba okuphawulekayo, ngokusekelwe eminyakeni yedatha yomlando.
Esinye isibonelo esiphawulekayo yi- AlphaFold , uhlelo lwe-DeepMind lokubikezela ukugoqwa kwamaprotheni kusukela kuchungechunge lwayo lwe-amino acid. Le nkinga yezinga leNobel Prize izuze ekuhlanganisweni okukhulu kwe- AI, i-big data, kanye ne-supercomputing . Umthelela ekwakhiweni kwe-biomedicine kanye nemithi ube mkhulu kakhulu, kangangokuthi amashumi ezinkulungwane zabacwaningi emhlabeni jikelele asevele esebenzisa imiphumela yawo nsuku zonke.
Ukusetshenziswa okuvamile kwe-supercomputing
- Ukubikezela isimo sezulu nesimo sezulu esikhathini esimaphakathi neside.
- Ukulingisa ukuzamazama komhlaba, ama-tsunami kanye nezingozi zemvelo ukunciphisa umonakalo.
- Ukuklanywa nokuhlolwa kwezindiza, izimoto namarokhethi kusetshenziswa amamodeli e-aerodynamic.
- Ukutholakala kwezidakamizwa kanye nomklamo wazo kanye nezifundo zokusebenzisana kwama-molecular.
- I-Astrophysics kanye ne-cosmology: ukwakheka kwemithala, izinkanyezi kanye nemigodi emnyama.
- Ikhwalithi yomoya kanye nokwakheka komoya ezifundeni nasemadolobheni.
- I-Big Data kanye nokulingisa komphakathi: ukuvela kwamasiko, ukunyakaza kwabantu, amadolobha ahlakaniphile.
- Seguridad y defensa: kusukela ekulingiseni izikhali zenuzi kuya kuma-radar amabili edijithali nezinhlelo eziyinkimbinkimbi.
Akuphi ama-supercomputer amakhulu futhi iyiphi indima edlalwa yiSpain?
Uhlu lwe -Top500 luhlanganisa futhi lubeka ama-supercomputer angu-500 anamandla kakhulu emhlabeni kabili ngonyaka kusukela ngo-1993. Nakuba iShayina ihamba phambili ngenani lezinhlelo ezikulolo hlu, i-United States igcina ukuhola ngamandla aphelele , ikakhulukazi ngemishini efana ne-Frontier.
Phakathi kwezinkampani ezinkulu zamanje kukhona iFugaku eJapan, eyahola indlela iminyaka eminingi; iSummit neSierra e-United States; kanye neSunway TaihuLight kanye neTianhe-2A eShayina, nayo eyake yaba yindawo ephezulu. I - Italy iyikhaya lezinhlelo ezifana ne -HPC5 kanye neMarconi-100 , kanti iSwitzerland inePiz Daint , umholi wesikhathi eside eYurophu.
ESpain, i-benchmark yiMareNostrum eBarcelona Supercomputing Center. Kusukela inguqulo yayo yokuqala ngo-2004, cishe ingama-teraFLOPS angu-42,4, ikhuphuke yafika kuMareNostrum 4 yamanje, cishe ingama -petaFLOPS angu-13,7 . Isizukulwane esilandelayo, iMareNostrum 5, sizomelela ukwenyuka okukhulu kwamandla nokusetshenziswa kwamandla, futhi siyingxenye yesu laseYurophu lokuthuthukisa ingqalasizinda ye-exascale.
Inethiwekhi ebaluleke kakhulu yi- Spanish Supercomputing Network (RES) , ehlanganisa izikhungo kanye nemishini esatshalaliswa emiphakathini ehlukene ezimele futhi ihlinzeka ngezinsizakalo kubacwaningi kulo lonke izwe. Ngokwakhela kulesi sisekelo, kusungulwe ne- Ibero-American Supercomputing Network , exhumanisa izinsiza ezivela emazweni anjengeMexico kanye nabanye abalingani baseLatin America kumaphrojekthi ahlangene.
Ezingeni lesifunda, izikhungo ezifana ne- Picasso supercomputer eNyuvesi yaseMálaga zivelele, zine-computing cores ezingaba ngu-40.000 kanye ne-RAM engu-180 TB. I-Picasso isebenzela abacwaningi eyunivesithi uqobo kanye nabasebenzisi base-Andalusian nge-Andalusian Bioinformatics Platform, kanye nososayensi abavela kulo lonke elaseSpain nge-RES (Spanish Network for Bioinformatics).
Lezi zinhlelo cishe zihlala zisebenza ku -Linux noma ezisuselwe kuzo, ngenxa yemvelo yazo yomthombo ovulekile, ukuzinza, kanye nokusetshenziswa kwezinsiza okuphansi uma kuqhathaniswa nezinye izinhlelo zokusebenza zezentengiselwano. Kulesi sisekelo, kwakhiwa uhlelo olukhethekile nolucwengekile lwamathuluzi esayensi, izindawo zokuhlela, kanye nemitapo yolwazi ye-AI.
Izikhungo zokubhekisela: Isikhungo Se-Supercomputing saseBarcelona kanye nomjaho waseYurophu wehadiwe yaso
I- Barcelona Supercomputing Center (BSC) ingenye yabadlali abaphambili eYurophu ocwaningweni lwe-supercomputing kanye nokwakhiwa kwamakhompyutha. Iholwa amashumi eminyaka nguMateo Valero, i-BSC ikhule kusukela ekuphatheni i-supercomputer eyodwa yaya ekubeni yisikhungo esinabantu abangaphezu kwenkulungwane abavela emazweni angaphezu kwama-50, abahlelwe ngeminyango yeSayensi Yekhompyutha, Isayensi Yempilo, Isayensi Yomhlaba, kanye Nezinhlelo Zokusebenza Zomphakathi.
Esinye sezici eziphawulekayo ze-BSC ukuthi ayisebenzisi imishini kuphela; ithuthukisa nesofthiwe yayo, ama-algorithms, ngisho nama-processor . Sekuyiminyaka ihilelekile kumaphrojekthi aseYurophu afana ne -EuroHPC kanye nezinhlelo ezifana ne-European Processor Initiative (EPI) kanye nama-chips aseYurophu asekelwe ezakhiweni ezivulekile ezifana ne- RISC-V , ngenhloso yokunciphisa ukuthembela kweYurophu kubakhiqizi baseMelika nabase-Asia.
Ngokubambisana nabanye abalingani, i-BSC ikhuthaze amaphrothokholi e-vector processors , amapulatifomu asekelwe ku-ARM kanye ne-RISC-V, kanye nomndeni wonke wemiklamo enamagama anjengoTurtle , Lizard, kanye neChameleon , akhule ngobunzima ngesizukulwane ngasinye. Umgomo ukudala, esikhathini esiphakathi, ama-chip akwazi ukunika amandla ama-supercomputer e-"MareNostrum 6" ngobuchwepheshe bekhompyutha obubalulekile obuthuthukiswe eYurophu.
Lo mzamo uhlelwe ngaphakathi kweqiniso elingajabulisi: IYurophu yayiklama ingxenye yokwakheka kwe-ARM, kodwa ukuthengiswa kwe-ARM ezinkampanini ezingezona ezaseYurophu kanye nokuntuleka kwezindawo ezinkulu zokusekela izimboni kushiye izwekazi lisesimweni esibucayi . Ngenkathi ezinye izinhlelo, njenge-United States eqinisekisa ukukhiqizwa okuthuthukisiwe kwe-TSMC e-Arizona, noma izimboni ze-chip ezihehwa yiJalimane neFrance ngezibonelelo zomphakathi ezinkulu, zenzeka eSpain, iSpain ibhekene nenselele yokuhlanganisa ukuklama, ukukhiqiza, kanye nesistimu yezimboni enezinsiza ezimbalwa uma kuqhathaniswa.
Kulesi simo, isu laseSpain lihilela ukuhlanganisa izikhungo ezifana ne-BSC, ukukhuthaza amanethiwekhi afana ne-RES, ukusekela amaphrojekthi e-open-chip, nokuqeqesha ochwepheshe abafunwa kakhulu ekwakhiweni kwamakhompyutha kanye ne-AI. Akuyona into engaqondakali ukuthi, njengoba abaqondisi besikhungo uqobo bevuma, ama-PhD agxile kulezi zinsimu athola izipesheli ezivela embonini ezizimele kanye namaholo okunzima ukuwaqhathanisa avela ezikhungweni zemfundo ephakeme, okwenza kube nzima ukugcina ithalente.
Okwamanje, amanye amanyuvesi aseSpain aqinisa ingqalasizinda yawo, njengoba kuboniswe yiPicasso Institute eMálaga kanye nama-RES node asatshalaliswa kulo lonke izwe. Ezimweni eziningi, lezi zinhlelo zisebenzela i-particle physics , izifundo zokushintsha kwesimo sezulu, ubunjiniyela, i-bioinformatics, kanye namaphrojekthi edolobha elihlakaniphile, okubonisa ukuthi i-supercomputing ayiseyona into yokunethezeka egcinelwe amalabhorethri ambalwa akhethiwe.
Uma sibheka isithombe esikhulu, kusobala ukuthi ukusebenzisa i-supercomputing kusuke ekubeni yisifiso selabhorethri kwaba yingqalasizinda ebalulekile yesimo sezulu, impilo, ukuphepha, umnotho, ngisho nendlela esiklama ngayo amadolobha, izimoto, kanye nemithi. Ngesikhathi esifanayo, ukweqa kwe-AI kusuka elabhorethri kuya ekukhiqizweni kanye nokwanda kwamawele edijithali kuletha amanye ala mandla kumaseva akhethekile ngisho namadeskithophu onjiniyela nososayensi, okudala isimo lapho, kude nokunyamalala, ukusebenzisa i-supercomputing kuhlanganiswa kakhulu empilweni yethu yansuku zonke, noma ngabe sivame ukungakuboni.
