{"id":58184,"date":"2024-07-21T00:31:57","date_gmt":"2024-07-20T22:31:57","guid":{"rendered":"https:\/\/www.infokuryr.cz\/n\/?p=58184"},"modified":"2024-07-20T16:54:54","modified_gmt":"2024-07-20T14:54:54","slug":"nebezpeci-datova-centra-s-umelou-inteligenci-zahlcuji-globalni-energetickou-sit","status":"publish","type":"post","link":"https:\/\/www.infokuryr.cz\/n\/2024\/07\/21\/nebezpeci-datova-centra-s-umelou-inteligenci-zahlcuji-globalni-energetickou-sit\/","title":{"rendered":"Nebezpe\u010d\u00ed: Datov\u00e1 centra s um\u011blou inteligenc\u00ed zahlcuj\u00ed glob\u00e1ln\u00ed energetickou s\u00ed\u0165"},"content":{"rendered":"<div id=\"fb-root\"><\/div>\n<div class=\"elementor-element elementor-element-1fb4c2c elementor-widget elementor-widget-theme-post-content\" data-id=\"1fb4c2c\" data-element_type=\"widget\" data-widget_type=\"theme-post-content.default\">\n<div class=\"elementor-widget-container\">\n<p><em>Vytvo\u0159ili monstrum, kter\u00e9 ohro\u017euje sv\u011bt. Datov\u00e1 centra AI u\u017e dnes spot\u0159ebov\u00e1vaj\u00ed tolik elekt\u0159iny jako Nizozemsko. P\u0159\u00ed\u0161t\u00ed rok to bude stejn\u011b jako v Japonsku. Do roku 2030 bude um\u011bl\u00e1 inteligence spot\u0159ebov\u00e1vat v\u00edce ne\u017e 10 % sv\u011btov\u00e9 elekt\u0159iny. A pamatujte: AI teprve za\u010d\u00edn\u00e1!<\/em><\/p>\n<p><em>Um\u011bl\u00e1 inteligence se prom\u011bn\u00ed v ob\u0159\u00ed up\u00ed\u0159\u00ed chobotnici, kter\u00e1 je schopn\u00e1 se\u017erat cel\u00fd sv\u011bt, i kdy\u017e nen\u00ed v tomto procesu nijak harpunov\u00e1na.<\/em><\/p>\n<p><em><cite>Editor TN<\/cite><\/em><\/p>\n<figure class=\"wp-block-embed aligncenter is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\">\n<div class=\"wp-block-embed__wrapper\"><iframe loading=\"lazy\" title=\"Um\u011bl\u00e1 inteligence a energie pot\u0159ebn\u00e1 k jej\u00edmu pohonu podn\u011bcuj\u00ed nov\u00e9 obavy o klima\" src=\"https:\/\/www.youtube.com\/embed\/VOezW-b_mD8?feature=oembed\" width=\"800\" height=\"450\" frameborder=\"0\" allowfullscreen=\"allowfullscreen\" data-mce-fragment=\"1\"><\/iframe><\/div>\n<\/figure>\n<p><span>Boom um\u011bl\u00e9 inteligence m\u011bl na velk\u00e9 technologick\u00e9 spole\u010dnosti takov\u00fd dopad, \u017ee jejich spot\u0159eba energie a t\u00edm i emise uhl\u00edku\u00a0<\/span><a href=\"https:\/\/www.goldmansachs.com\/intelligence\/pages\/AI-poised-to-drive-160-increase-in-power-demand.html\" target=\"_blank\" rel=\"noreferrer noopener\"><span>raketov\u011b vzrostly<\/span><\/a><span>\u00a0.<\/span><\/p>\n<p><span>Velkolep\u00fd \u00fasp\u011bch velk\u00fdch jazykov\u00fdch model\u016f, jako je ChatGPT, pomohl zv\u00fd\u0161it popt\u00e1vku po energii. P\u0159i 2,9 watthodin\u00e1ch na po\u017eadavek ChatGPT spot\u0159ebuj\u00ed dotazy AI asi\u00a0<\/span><a href=\"https:\/\/www.epri.com\/research\/products\/3002028905\" target=\"_blank\" rel=\"noreferrer noopener\"><span>10kr\u00e1t v\u00edce energie ne\u017e tradi\u010dn\u00ed dotazy Google<\/span><\/a><span>\u00a0, uv\u00e1d\u00ed neziskov\u00e1 v\u00fdzkumn\u00e1 firma Electric Power Research Institute. Nov\u00e9 schopnosti um\u011bl\u00e9 inteligence, jako je generov\u00e1n\u00ed zvuku a videa, pravd\u011bpodobn\u011b zv\u00fd\u0161\u00ed tento po\u017eadavek na energii.<\/span><\/p>\n<p><span>Energetick\u00e9 po\u017eadavky AI m\u011bn\u00ed v\u00fdpo\u010dty energetick\u00fdch spole\u010dnost\u00ed. Nyn\u00ed zkoumaj\u00ed d\u0159\u00edve neudr\u017eiteln\u00e9 mo\u017enosti, jako je\u00a0<\/span><a href=\"https:\/\/www.washingtonpost.com\/business\/2024\/07\/10\/three-mile-island-nuclear-artificial-intelligence\/\" target=\"_blank\" rel=\"noreferrer noopener\"><span>restartov\u00e1n\u00ed jadern\u00e9ho reaktoru<\/span><\/a><span>\u00a0v elektr\u00e1rn\u011b Three Mile Island, kter\u00e1\u00a0byla odstavena od neslavn\u00e9\u00a0<\/span><a href=\"https:\/\/www.britannica.com\/event\/Three-Mile-Island-accident\" target=\"_blank\" rel=\"noreferrer noopener\"><span>katastrofy v roce 1979.<\/span><\/a><\/p>\n<p><span>Datov\u00e1 centra neust\u00e1le rostou po cel\u00e1 desetilet\u00ed, ale rozsah r\u016fstu v rod\u00edc\u00ed se \u00e9\u0159e velk\u00fdch jazykov\u00fdch model\u016f je mimo\u0159\u00e1dn\u00fd. Um\u011bl\u00e1 inteligence vy\u017eaduje\u00a0<\/span><a href=\"https:\/\/www.scientificamerican.com\/article\/a-computer-scientist-breaks-down-generative-ais-hefty-carbon-footprint\/\" target=\"_blank\" rel=\"noreferrer noopener\"><span>mnohem v\u00edce v\u00fdpo\u010detn\u00edch zdroj\u016f a zdroj\u016f pro ukl\u00e1d\u00e1n\u00ed dat,<\/span><\/a><span>\u00a0ne\u017e by mohl poskytnout r\u016fst datov\u00fdch center p\u0159ed um\u011blou inteligenc\u00ed.<\/span><\/p>\n<p><span>Ukl\u00e1d\u00e1n\u00ed dat se v pr\u016fb\u011bhu let stalo pro energetick\u00e9 s\u00edt\u011b st\u00e1le v\u011bt\u0161\u00edm probl\u00e9mem. Vzhledem k rychl\u00e9mu n\u00e1r\u016fstu um\u011bl\u00e9 inteligence a jej\u00edm n\u00e1rok\u016fm odborn\u00edci varuj\u00ed, \u017ee mnoho energetick\u00fdch s\u00edt\u00ed ji\u017e dosahuje kapacity.<\/span><\/p>\n<h2 class=\"wp-block-heading has-medium-font-size\"><span>AI a rozvodn\u00e1 s\u00ed\u0165<\/span><\/h2>\n<p><span>Elektrick\u00e1 s\u00ed\u0165, kter\u00e1 u\u017e na mnoha m\u00edstech nar\u00e1\u017e\u00ed na kapacitn\u00ed limity nebo se\u00a0<\/span><a href=\"https:\/\/www.wbur.org\/hereandnow\/2024\/05\/28\/heat-power-grids-west\" target=\"_blank\" rel=\"noreferrer noopener\"><span>pot\u00fdk\u00e1 s probl\u00e9my se stabilitou<\/span><\/a><span>\u00a0, je d\u00edky um\u011bl\u00e9 inteligenci pod v\u011bt\u0161\u00edm tlakem ne\u017e d\u0159\u00edve. Krom\u011b toho existuje zna\u010dn\u00e9 zpo\u017ed\u011bn\u00ed mezi r\u016fstem v\u00fdpo\u010detn\u00ed techniky a r\u016fstem energetick\u00e9 s\u00edt\u011b. V\u00fdstavba datov\u00fdch center trv\u00e1 jeden a\u017e dva roky, zat\u00edmco p\u0159id\u00e1n\u00ed nov\u00e9 energie do s\u00edt\u011b\u00a0<\/span><a href=\"https:\/\/www.epri.com\/research\/products\/3002028905\" target=\"_blank\" rel=\"noreferrer noopener\"><span>trv\u00e1 d\u00e9le ne\u017e \u010dty\u0159i roky<\/span><\/a><span>\u00a0.<\/span><\/p>\n<p><span>Jak ukazuje ned\u00e1vn\u00e1 zpr\u00e1va Electric Power Research Institute,\u00a0<\/span><a href=\"https:\/\/www.epri.com\/research\/products\/3002028905\" target=\"_blank\" rel=\"noreferrer noopener\"><span>80 % datov\u00fdch center v USA se nach\u00e1z\u00ed<\/span><\/a><span>\u00a0v pouh\u00fdch 15 st\u00e1tech. V n\u011bkter\u00fdch st\u00e1tech \u2013 nap\u0159\u00edklad ve Virginii, kde s\u00eddl\u00ed\u00a0<\/span><a href=\"https:\/\/upstack.com\/blog\/why-is-ashburn-known-as-data-center-alley\/\" target=\"_blank\" rel=\"noreferrer noopener\"><span>Data Center Alley<\/span><\/a><span>\u00a0\u2013 datov\u00e1 centra spot\u0159ebuj\u00ed ohromuj\u00edc\u00edch v\u00edce ne\u017e 25 % elekt\u0159iny. Podobn\u00e9 trendy r\u016fstu datov\u00fdch center jsou i v jin\u00fdch \u010d\u00e1stech sv\u011bta. Irsko se nap\u0159\u00edklad stalo\u00a0<\/span><a href=\"https:\/\/www.bbc.com\/news\/articles\/cpe9l5ke5jvo\" target=\"_blank\" rel=\"noreferrer noopener\"><span>n\u00e1rodem datov\u00fdch center<\/span><\/a><span>\u00a0.<\/span><\/p>\n<p><span>Krom\u011b pot\u0159eby vyr\u00e1b\u011bt v\u00edce elekt\u0159iny pro udr\u017een\u00ed tohoto r\u016fstu maj\u00ed t\u00e9m\u011b\u0159 v\u0161echny zem\u011b c\u00edle dekarbonizace. To znamen\u00e1, \u017ee cht\u011bj\u00ed\u00a0integrovat\u00a0<\/span><a href=\"https:\/\/www.iea.org\/reports\/electricity-grids-and-secure-energy-transitions\/executive-summary\" target=\"_blank\" rel=\"noreferrer noopener\"><span>v\u00edce obnoviteln\u00fdch zdroj\u016f energie do s\u00edt\u011b<\/span><\/a><span>\u00a0. Obnoviteln\u00e9 energie jako v\u00edtr a slunce jsou nest\u00e1l\u00e9: v\u00edtr ne v\u017edy fouk\u00e1 a slunce ne v\u017edy sv\u00edt\u00ed. Nedostatek\u00a0<\/span><a href=\"https:\/\/www.iea.org\/energy-system\/electricity\/grid-scale-storage\" target=\"_blank\" rel=\"noreferrer noopener\"><span>levn\u00e9ho, \u200b\u200bzelen\u00e9ho a \u0161k\u00e1lovateln\u00e9ho \u00falo\u017ei\u0161t\u011b energie<\/span><\/a><span>\u00a0znamen\u00e1, \u017ee s\u00ed\u0165 \u010del\u00ed je\u0161t\u011b v\u011bt\u0161\u00edmu probl\u00e9mu p\u0159i slad\u011bn\u00ed nab\u00eddky a popt\u00e1vky.<\/span><\/p>\n<p><span>Mezi dal\u0161\u00ed v\u00fdzvy pro r\u016fst datov\u00fdch center pat\u0159\u00ed\u00a0<\/span><a href=\"https:\/\/doi.org\/10.48550\/arXiv.2304.03271\" target=\"_blank\" rel=\"noreferrer noopener\"><span>rostouc\u00ed vyu\u017e\u00edv\u00e1n\u00ed vodn\u00edho chlazen\u00ed z d\u016fvod\u016f \u00fa\u010dinnosti<\/span><\/a><span>\u00a0, kter\u00e9 zat\u011b\u017euje omezen\u00e9 zdroje sladk\u00e9 vody. V d\u016fsledku toho se n\u011bkter\u00e9 komunity\u00a0<\/span><a href=\"https:\/\/www.npr.org\/2022\/08\/30\/1119938708\/data-centers-backbone-of-the-digital-economy-face-water-scarcity-and-climate-ris\" target=\"_blank\" rel=\"noreferrer noopener\"><span>br\u00e1n\u00ed<\/span><\/a><span>\u00a0nov\u00fdm investic\u00edm do datov\u00fdch center.<\/span><\/p>\n<h2 class=\"wp-block-heading has-medium-font-size\"><span>Lep\u0161\u00ed technologie<\/span><\/h2>\n<p><span>Existuje n\u011bkolik zp\u016fsob\u016f, jak m\u016f\u017ee pr\u016fmysl \u0159e\u0161it tuto energetickou krizi. Za prv\u00e9, po\u010d\u00edta\u010dov\u00fd hardware se v pr\u016fb\u011bhu\u00a0<\/span><a href=\"https:\/\/doi.org\/10.48550\/arXiv.1911.11313\" target=\"_blank\" rel=\"noreferrer noopener\"><span>let<\/span><\/a><span>\u00a0stal mnohem energeticky \u00fa\u010dinn\u011bj\u0161\u00edm,\u00a0pokud jde o operace proveden\u00e9 na spot\u0159ebovan\u00fd watt. Efektivita spot\u0159eby energie datov\u00e9ho centra, co\u017e je metrika, kter\u00e1 m\u011b\u0159\u00ed pom\u011br v\u00fdkonu pou\u017eit\u00e9ho pro v\u00fdpo\u010detn\u00ed v\u00fdkon k v\u00fdkonu pou\u017e\u00edvan\u00e9mu pro chlazen\u00ed a dal\u0161\u00ed infrastrukturu, byla v modern\u00edch za\u0159\u00edzen\u00edch sn\u00ed\u017eena na\u00a0<\/span><a href=\"https:\/\/www.epri.com\/research\/products\/3002028905\" target=\"_blank\" rel=\"noreferrer noopener\"><span>pr\u016fm\u011brn\u00fdch 1,5<\/span><\/a><span>\u00a0a p\u016fsobiv\u00fdch 1,2. Nov\u00e1 datov\u00e1 centra maj\u00ed efektivn\u011bj\u0161\u00ed chlazen\u00ed, vyu\u017e\u00edvaj\u00edc\u00ed vodn\u00ed chlazen\u00ed a extern\u00ed chladic\u00ed vzduch, pokud je k dispozici.<\/span><\/p>\n<p><span>Bohu\u017eel probl\u00e9m udr\u017eitelnosti nelze vy\u0159e\u0161it pouze efektivitou. Jevons\u016fv\u00a0<\/span><a href=\"https:\/\/www.newyorker.com\/magazine\/2010\/12\/20\/the-efficiency-dilemma\" target=\"_blank\" rel=\"noreferrer noopener\"><span>paradox<\/span><\/a><span>\u00a0nazna\u010duje, \u017ee \u00fa\u010dinnost\u00a0m\u016f\u017ee z dlouhodob\u00e9ho hlediska v\u00e9st k\u00a0<\/span><a href=\"https:\/\/users.elis.ugent.be\/%7Eleeckhou\/papers\/HiPEAC_2023.pdf\" target=\"_blank\" rel=\"noreferrer noopener\"><span>vy\u0161\u0161\u00ed spot\u0159eb\u011b energie . Krom\u011b toho se r\u016fst efektivity hardwaru\u00a0<\/span><\/a><a href=\"https:\/\/doi.org\/10.1126\/science.aam9744\" target=\"_blank\" rel=\"noreferrer noopener\"><span>v\u00fdrazn\u011b<\/span><\/a><span>\u00a0zpomalil,\u00a0proto\u017ee pr\u016fmysl dos\u00e1hl limit\u016f technologie \u0161k\u00e1lov\u00e1n\u00ed \u010dip\u016f.<\/span><\/p>\n<p><span>Pro dal\u0161\u00ed zv\u00fd\u0161en\u00ed efektivity vyv\u00edjej\u00ed v\u00fdzkumn\u00edci\u00a0<\/span><a href=\"https:\/\/bu-icsg.github.io\/publications\/2024\/rns_training_isca2024.pdf\" target=\"_blank\" rel=\"noreferrer noopener\"><span>specializovan\u00fd hardware, jako jsou akceler\u00e1tory<\/span><\/a><span>\u00a0, nov\u00e9 integra\u010dn\u00ed technologie, jako jsou\u00a0<\/span><a href=\"https:\/\/www.bu.edu\/peaclab\/files\/2021\/02\/TCAS_II_Mono3D_Tutorial_Final.pdf\" target=\"_blank\" rel=\"noreferrer noopener\"><span>3D \u010dipy,<\/span><\/a><span>\u00a0a nov\u00e9\u00a0<\/span><a href=\"https:\/\/doi.org\/10.1016\/j.xcrp.2023.101686\" target=\"_blank\" rel=\"noreferrer noopener\"><span>techniky chlazen\u00ed \u010dip\u016f<\/span><\/a><span>\u00a0.<\/span><\/p>\n<p><span>Podobn\u011b v\u00fdzkumn\u00edci st\u00e1le v\u00edce studuj\u00ed a vyv\u00edjej\u00ed\u00a0<\/span><a href=\"https:\/\/arpa-e.energy.gov\/technologies\/programs\/coolerchips\" target=\"_blank\" rel=\"noreferrer noopener\"><span>technologie chlazen\u00ed pro datov\u00e1 centra<\/span><\/a><span>\u00a0. Zpr\u00e1va Electric Power Research Institute obhajuje\u00a0<\/span><a href=\"https:\/\/www.epri.com\/research\/products\/3002028905\" target=\"_blank\" rel=\"noreferrer noopener\"><span>nov\u00e9 zp\u016fsoby chlazen\u00ed<\/span><\/a><span>\u00a0, jako je chlazen\u00ed kapalinou se vzduchem a chlazen\u00ed pono\u0159en\u00edm. Zat\u00edmco kapalinov\u00e9 chlazen\u00ed si ji\u017e na\u0161lo cestu do datov\u00fdch center, ponorn\u00e9 chlazen\u00ed, kter\u00e9 se st\u00e1le vyv\u00edj\u00ed, se pou\u017e\u00edv\u00e1 pouze v\u00a0<\/span><a href=\"https:\/\/www.sandia.gov\/labnews\/2024\/05\/30\/hpc-cooling\/\" target=\"_blank\" rel=\"noreferrer noopener\"><span>n\u011bkolika nov\u00fdch datov\u00fdch centrech<\/span><\/a><span>\u00a0.<\/span><\/p>\n<h2 class=\"wp-block-heading has-medium-font-size\"><span>Flexibiln\u00ed budoucnost<\/span><\/h2>\n<p><span>Nov\u00fdm zp\u016fsobem budov\u00e1n\u00ed datov\u00fdch center s um\u011blou inteligenc\u00ed je flexibiln\u00ed v\u00fdpo\u010detn\u00ed technika, kde my\u0161lenkou je v\u00edce po\u010d\u00edtat, kdy\u017e je elekt\u0159ina levn\u011bj\u0161\u00ed, dostupn\u011bj\u0161\u00ed a \u0161etrn\u011bj\u0161\u00ed k \u017eivotn\u00edmu prost\u0159ed\u00ed, a m\u00e9n\u011b, kdy\u017e je dra\u017e\u0161\u00ed, vz\u00e1cn\u011bj\u0161\u00ed a v\u00edce zne\u010di\u0161\u0165uj\u00edc\u00ed.<\/span><\/p>\n<p><span>Oper\u00e1to\u0159i datov\u00fdch center mohou p\u0159ev\u00e9st sv\u00e9 syst\u00e9my tak, aby p\u0159edstavovaly flexibiln\u00ed z\u00e1t\u011b\u017e v s\u00edti. Akademick\u00e1\u00a0a\u00a0<a href=\"https:\/\/cloud.google.com\/blog\/products\/infrastructure\/using-demand-response-to-reduce-data-center-power-consumption\" target=\"_blank\" rel=\"noreferrer noopener\">pr\u016fmyslov\u00e1 sf\u00e9ra<\/a>\u00a0ji\u017e poskytla prvn\u00ed p\u0159\u00edklady \u0159\u00edzen\u00ed popt\u00e1vky datov\u00fdch center, ve kter\u00fdch datov\u00e1 centra reguluj\u00ed sv\u016fj v\u00fdkon na z\u00e1klad\u011b pot\u0159eb energetick\u00e9 s\u00edt\u011b\u00a0<\/span><a href=\"https:\/\/www.bu.edu\/peaclab\/files\/2021\/05\/TSUSC_Zhang_AQA.pdf\" target=\"_blank\" rel=\"noreferrer noopener\"><span>.<\/span><\/a><span>\u00a0M\u016f\u017eete nap\u0159\u00edklad napl\u00e1novat ur\u010dit\u00e9 v\u00fdpo\u010detn\u00ed \u00falohy na dobu mimo dobu \u0161pi\u010dky.<\/span><\/p>\n<p><span>Dosa\u017een\u00ed \u0161ir\u0161\u00ed a komplexn\u011bj\u0161\u00ed flexibility ve spot\u0159eb\u011b energie vy\u017eaduje inovace v hardwaru, softwaru a koordinaci mezi s\u00edt\u00ed a datov\u00fdm centrem. Zejm\u00e9na v oblasti um\u011bl\u00e9 inteligence je st\u00e1le velk\u00fd prostor pro v\u00fdvoj nov\u00fdch strategi\u00ed pro\u00a0optimalizaci v\u00fdpo\u010detn\u00ed z\u00e1t\u011b\u017ee datov\u00fdch center a t\u00edm i\u00a0<\/span><a href=\"https:\/\/studyfinds.org\/limitless-energy-solar-panels\/\" target=\"_blank\" rel=\"noreferrer noopener\"><span>spot\u0159eby energie<\/span><\/a><span>\u00a0. Datov\u00e1 centra mohou nap\u0159\u00edklad sn\u00ed\u017eit p\u0159esnost tr\u00e9novac\u00edch model\u016f um\u011bl\u00e9 inteligence a sn\u00ed\u017eit tak z\u00e1t\u011b\u017e.<\/span><\/p>\n<p><span>Dosa\u017een\u00ed t\u00e9to vize vy\u017eaduje lep\u0161\u00ed modelov\u00e1n\u00ed a predikci. Datov\u00e1 centra se mohou pokusit l\u00e9pe porozum\u011bt a p\u0159edv\u00eddat jejich zat\u00ed\u017een\u00ed a podm\u00ednky. Je tak\u00e9 d\u016fle\u017eit\u00e9 p\u0159edv\u00eddat zat\u00ed\u017een\u00ed a r\u016fst s\u00edt\u011b.<\/span><\/p>\n<p><a href=\"https:\/\/msites.epri.com\/lfi\" target=\"_blank\" rel=\"noreferrer noopener\"><span>Iniciativa pro p\u0159edpov\u00edd\u00e1n\u00ed z\u00e1t\u011b\u017ee<\/span><\/a><span>\u00a0Electric Power Research Institute\u00a0zahrnuje aktivity, kter\u00e9 pom\u00e1haj\u00ed s pl\u00e1nov\u00e1n\u00edm a provozem s\u00edt\u011b. Komplexn\u00ed monitorov\u00e1n\u00ed a inteligentn\u00ed anal\u00fdzy \u2013 potenci\u00e1ln\u011b zalo\u017een\u00e9 na AI \u2013 pro datov\u00e1 centra i grid jsou z\u00e1sadn\u00ed pro p\u0159esn\u00e9 p\u0159edpov\u011bdi.<\/span><\/p>\n<h2 class=\"wp-block-heading has-medium-font-size\"><span>Na okraji<\/span><\/h2>\n<p><span>USA jsou v kritick\u00e9m bod\u011b s explozivn\u00edm r\u016fstem um\u011bl\u00e9 inteligence. Je nesm\u00edrn\u011b obt\u00ed\u017en\u00e9 integrovat stovky megawatt\u016f popt\u00e1vky po elekt\u0159in\u011b do ji\u017e tak p\u0159et\u00ed\u017een\u00fdch s\u00edt\u00ed. Mo\u017en\u00e1 je \u010das p\u0159ehodnotit zp\u016fsob, jak\u00fdm pr\u016fmysl buduje datov\u00e1 centra.<\/span><\/p>\n<p><span>Jednou z mo\u017enost\u00ed je udr\u017eiteln\u011b budovat dal\u0161\u00ed okrajov\u00e1 datov\u00e1 centra \u2013 men\u0161\u00ed, \u0161iroce distribuovan\u00e1 za\u0159\u00edzen\u00ed \u2013 s c\u00edlem p\u0159in\u00e9st v\u00fdpo\u010detn\u00ed techniku \u200b\u200bdo m\u00edstn\u00edch komunit. Datov\u00e1 centra Edge mohou tak\u00e9 spolehliv\u011b z\u00e1sobovat hust\u00e9 m\u011bstsk\u00e9 oblasti v\u00fdpo\u010detn\u00edm v\u00fdkonem, ani\u017e by d\u00e1le zat\u011b\u017eovaly s\u00ed\u0165. Zat\u00edmco tato men\u0161\u00ed centra v sou\u010dasnosti tvo\u0159\u00ed 10 % datov\u00fdch center v USA, analytici o\u010dek\u00e1vaj\u00ed, \u017ee trh s men\u0161\u00edmi okrajov\u00fdmi datov\u00fdmi centry poroste\u00a0v\u00a0<\/span><a href=\"https:\/\/www.cbre.com\/insights\/reports\/global-data-center-trends-2023\" target=\"_blank\" rel=\"noreferrer noopener\"><span>p\u0159\u00ed\u0161t\u00edch p\u011bti<\/span><\/a><span>\u00a0letech o v\u00edce ne\u017e\u00a0<\/span><a href=\"https:\/\/www.cbre.com\/insights\/reports\/global-data-center-trends-2023\" target=\"_blank\" rel=\"noreferrer noopener\"><span>20 % .<\/span><\/a><\/p>\n<p><span>Krom\u011b p\u0159em\u011bny datov\u00fdch center na flexibiln\u00ed a ovladatelnou z\u00e1t\u011b\u017e mohou inovace v okrajov\u00fdch datov\u00fdch centrech u\u010dinit energetick\u00e9 po\u017eadavky AI mnohem udr\u017eiteln\u011bj\u0161\u00edmi.<\/span><\/p>\n<p><em><span>From: StudyFinds via The Conversation<\/span><\/em><\/p>\n<\/div>\n<\/div>\n<div class=\"elementor-element elementor-element-8c57238 quelle dc-has-condition dc-condition-empty elementor-widget elementor-widget-heading\" data-id=\"8c57238\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n<div class=\"elementor-widget-container\">\n<h3 class=\"elementor-heading-title elementor-size-default\"><span style=\"font-size: 10pt;\"><a href=\"https:\/\/www.technocracy.news\/artificial-intelligence-data-centers-are-overwhelming-the-electrical-grid\/\" target=\"_blank\" rel=\"nofollow noopener\">ZDROJ<\/a><\/span><\/h3>\n<p>&nbsp;<\/p>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Vytvo\u0159ili monstrum, kter\u00e9 ohro\u017euje sv\u011bt. Datov\u00e1 centra AI u\u017e dnes spot\u0159ebov\u00e1vaj\u00ed tolik elekt\u0159iny jako Nizozemsko&#8230;.<\/p>\n","protected":false},"author":2,"featured_media":58185,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":[],"categories":[7],"tags":[3101,7614,1299,247],"_links":{"self":[{"href":"https:\/\/www.infokuryr.cz\/n\/wp-json\/wp\/v2\/posts\/58184"}],"collection":[{"href":"https:\/\/www.infokuryr.cz\/n\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.infokuryr.cz\/n\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.infokuryr.cz\/n\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.infokuryr.cz\/n\/wp-json\/wp\/v2\/comments?post=58184"}],"version-history":[{"count":0,"href":"https:\/\/www.infokuryr.cz\/n\/wp-json\/wp\/v2\/posts\/58184\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.infokuryr.cz\/n\/wp-json\/wp\/v2\/media\/58185"}],"wp:attachment":[{"href":"https:\/\/www.infokuryr.cz\/n\/wp-json\/wp\/v2\/media?parent=58184"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.infokuryr.cz\/n\/wp-json\/wp\/v2\/categories?post=58184"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.infokuryr.cz\/n\/wp-json\/wp\/v2\/tags?post=58184"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}