{"id":12668,"date":"2026-08-06T00:34:40","date_gmt":"2026-08-05T21:34:40","guid":{"rendered":"https:\/\/gtmteknoloji.com\/b2b\/edge-ai-uc-bilisim\/"},"modified":"2026-08-06T02:26:08","modified_gmt":"2026-08-05T23:26:08","slug":"edge-ai-uc-bilisim","status":"publish","type":"page","link":"https:\/\/gtmteknoloji.com\/b2b\/edge-ai-uc-bilisim\/","title":{"rendered":"Edge AI \u2014 U\u00e7 Bili\u015fimde Yapay Zeka \u00c7\u00f6z\u00fcmleri"},"content":{"rendered":"<div class=\"gtm-edg\">\n<section class=\"e-hero\">\n<div class=\"e-hero-in\">\n    <span class=\"e-eyebrow\">Edge AI \u00b7 U\u00e7 Bili\u015fim \u00b7 Supermicro &amp; NVIDIA \u00b7 GTM Teknoloji<\/span><\/p>\n<h1>Yapay zeka verinin<br \/><strong>do\u011fdu\u011fu yerde \u00e7al\u0131\u015fs\u0131n.<\/strong><\/h1>\n<p>U\u00e7 bili\u015fim, hesaplamay\u0131 verinin kayna\u011f\u0131na \u2014 sens\u00f6re, kameraya, ma\u011fazaya, \u00fcretim hatt\u0131na \u2014 ta\u015f\u0131r. B\u00f6ylece milisaniyelik yan\u0131t s\u00fcreleri, ba\u011flant\u0131 koptu\u011funda bile kesintisiz \u00e7al\u0131\u015fma ve ciddi bant geni\u015fli\u011fi tasarrufu elde edilir. Fans\u0131z kompakt kutulardan 8 GPU&#8217;lu 3U sistemlere kadar, her ortam i\u00e7in u\u00e7 yapay zeka platformlar\u0131.<\/p>\n<div class=\"e-hstats\">\n<div class=\"e-hstat\"><b>&lt;10 ms<\/b><i>Yerinde \u00e7\u0131kar\u0131m gecikmesi<\/i><\/div>\n<div class=\"e-hstat\"><b>157 TOPS<\/b><i>Fans\u0131z Jetson Orin NX<\/i><\/div>\n<div class=\"e-hstat\"><b>48+<\/b><i>GPU ba\u015f\u0131na video ak\u0131\u015f\u0131<\/i><\/div>\n<div class=\"e-hstat\"><b>-40 \u00b0C<\/b><i>Zorlu ortam se\u00e7enekleri<\/i><\/div>\n<\/p><\/div>\n<\/p><\/div>\n<div class=\"e-hero-img\">\n    <img decoding=\"async\" src=\"\/b2b\/wp-content\/uploads\/edgeai\/edge-ai-types.png\" alt=\"U\u00e7 yapay zeka sistem tipleri \u2014 fans\u0131z kompakt kutulardan GPU sunucular\u0131na Supermicro Edge AI portf\u00f6y\u00fc\" loading=\"eager\">\n  <\/div>\n<\/section>\n<nav class=\"e-nav\" aria-label=\"B\u00f6l\u00fcm ge\u00e7i\u015fi\">\n<div class=\"e-nav-in\">\n    <a href=\"#nedir\">U\u00e7 Bili\u015fim Nedir<\/a><br \/>\n    <a href=\"#ikili\">\u00d6ng\u00f6r\u00fcc\u00fc \/ \u00dcretken<\/a><br \/>\n    <a href=\"#sektorler\">Sekt\u00f6rler<\/a><br \/>\n    <a href=\"#boyutlandirma\">Boyutland\u0131rma<\/a><br \/>\n    <a href=\"#jetson\">Jetson Orin NX<\/a><br \/>\n    <a href=\"#gpu\">GPU Se\u00e7enekleri<\/a><br \/>\n    <a href=\"#sss\">SSS<\/a>\n  <\/div>\n<\/nav>\n<p><!-- NED\u0130R --><\/p>\n<section class=\"e-block\" id=\"nedir\">\n<div class=\"e-sec\">\n    <span class=\"e-kicker\">\u0130\u015flem g\u00fcc\u00fcn\u00fc ihtiya\u00e7 duyulan yere ta\u015f\u0131y\u0131n<\/span><\/p>\n<h3 class=\"e-h\">U\u00e7 bili\u015fim (edge computing) nedir?<\/h3>\n<p class=\"e-lead\">U\u00e7, hesaplama i\u015flemlerinin merkezi sistemler yerine veri kaynaklar\u0131na \u2014 sens\u00f6rlere, cihazlara veya son kullan\u0131c\u0131lara \u2014 yak\u0131n noktada ger\u00e7ekle\u015fmesidir. Bu yakla\u015f\u0131m, restoranda anl\u0131k men\u00fc \u00f6nerisi gibi ki\u015fiselle\u015ftirilmi\u015f deneyimlerin \u00f6n\u00fcn\u00fc a\u00e7arken veri aktar\u0131m maliyetlerinde de ciddi tasarruf sa\u011flar. Supermicro ve NVIDIA, ger\u00e7ek zamanl\u0131 i\u015fleme i\u00e7in \u00f6nceden entegre edilmi\u015f donan\u0131m ve yaz\u0131l\u0131m bile\u015fenleriyle u\u00e7 yapay zeka kurulumunu basitle\u015ftirir.<\/p>\n<\/p><\/div>\n<div class=\"e-wrap\">\n<div class=\"e-pillars\">\n<div><b>Ger\u00e7ek zamanl\u0131<\/b><\/p>\n<p>Veri analizi, izleme, kestirimci bak\u0131m veya ki\u015fiselle\u015ftirme \u2014 u\u00e7taki yapay zeka, ihtiyac\u0131n\u0131z do\u011fdu\u011fu anda yan\u0131t \u00fcretir. Merkez\u00ee veri merkezine gidi\u015f-d\u00f6n\u00fc\u015f gecikmesi ortadan kalkar.<\/p>\n<\/div>\n<div><b>Kesintisiz<\/b><\/p>\n<p>\u00c7evrimd\u0131\u015f\u0131 i\u015fleme ve \u00e7\u0131kar\u0131m sayesinde uzak veya ba\u011flant\u0131s\u0131 kopmu\u015f ortamlarda operasyon durmaz. \u0130nternet yokken de sistem \u00e7al\u0131\u015fmaya devam eder.<\/p>\n<\/div>\n<div><b>Ki\u015fiselle\u015ftirilmi\u015f<\/b><\/p>\n<p>M\u00fc\u015fteri tercihlerini anlay\u0131p do\u011fal ve ak\u0131c\u0131 bi\u00e7imde yan\u0131tlayarak \u00fcretken yapay zeka destekli yenilik\u00e7i deneyimler olu\u015fturulur.<\/p>\n<\/div><\/div>\n<\/p><\/div>\n<\/section>\n<p><!-- \u0130K\u0130 YARIM --><\/p>\n<section class=\"e-block alt\" id=\"ikili\">\n<div class=\"e-sec\">\n    <span class=\"e-kicker\">U\u00e7taki yapay zekan\u0131n iki y\u00fcz\u00fc<\/span><\/p>\n<h3 class=\"e-h\">\u00d6ng\u00f6r\u00fcc\u00fc ve \u00fcretken yapay zeka<\/h3>\n<p class=\"e-lead\">U\u00e7ta yapay zeka iki farkl\u0131 ama birbirini tamamlayan ama\u00e7la kullan\u0131l\u0131r. \u00d6ng\u00f6r\u00fcc\u00fc yapay zeka analitik g\u00fc\u00e7 merkezidir; ge\u00e7mi\u015f veriden yararlanarak gelecekteki olaylar\u0131 tahmin eder. \u00dcretken yapay zeka ise yarat\u0131c\u0131 kataliz\u00f6rd\u00fcr; veri \u00f6r\u00fcnt\u00fclerini kullanarak yeni bilgi sentezler, yenilik ve ki\u015fiselle\u015ftirilmi\u015f deneyim \u00fcretir.<\/p>\n<\/p><\/div>\n<div class=\"e-halves\">\n<div class=\"e-half\">\n      <b class=\"t\">\u00d6ng\u00f6r\u00fcc\u00fc Yapay Zeka<\/b><\/p>\n<p>Ge\u00e7mi\u015f ve anl\u0131k veriden \u00f6r\u00fcnt\u00fc \u00e7\u0131kararak ne olaca\u011f\u0131n\u0131 tahmin eder. U\u00e7ta \u00e7al\u0131\u015fmas\u0131, m\u00fcdahalenin zaman\u0131nda yap\u0131labilmesi i\u00e7in \u015fartt\u0131r.<\/p>\n<ul>\n<li>Bilgisayarl\u0131 g\u00f6r\u00fc ile nesne ve olay tespiti<\/li>\n<li>Kestirimci bak\u0131m ve ar\u0131za \u00f6ng\u00f6r\u00fcs\u00fc<\/li>\n<li>Anomali tespiti ve varl\u0131k koruma<\/li>\n<li>Talep tahmini ve stok optimizasyonu<\/li>\n<li>Kalite kontrol ve kusur tespiti<\/li>\n<\/ul><\/div>\n<div class=\"e-half\">\n      <b class=\"t\">\u00dcretken Yapay Zeka<\/b><\/p>\n<p>Veri \u00f6r\u00fcnt\u00fclerinden yeni i\u00e7erik \u00fcretir: metin, g\u00f6rsel, konu\u015fma. U\u00e7ta \u00e7al\u0131\u015ft\u0131\u011f\u0131nda hem gecikme d\u00fc\u015fer hem de veri kurum d\u0131\u015f\u0131na \u00e7\u0131kmaz.<\/p>\n<ul>\n<li>Sesle \u00e7al\u0131\u015fan kiosk ve sipari\u015f sistemleri<\/li>\n<li>Do\u011fal dilde m\u00fc\u015fteri hizmeti ve y\u00f6nlendirme<\/li>\n<li>Anl\u0131k \u00fcr\u00fcn \u00f6nerisi ve \u00e7apraz sat\u0131\u015f<\/li>\n<li>Yerinde belge \u00f6zetleme ve raporlama<\/li>\n<li>Dijital insan \/ avatar aray\u00fczleri<\/li>\n<\/ul><\/div>\n<\/p><\/div>\n<\/section>\n<p><!-- SEKT\u00d6RLER --><\/p>\n<section class=\"e-block\" id=\"sektorler\">\n<div class=\"e-sec\">\n    <span class=\"e-kicker\">Sekt\u00f6re g\u00f6re u\u00e7 yapay zeka<\/span><\/p>\n<h3 class=\"e-h\">Hangi sekt\u00f6rde, hangi sistem?<\/h3>\n<p class=\"e-lead\">Her sekt\u00f6r\u00fcn u\u00e7 ortam\u0131 farkl\u0131d\u0131r: kontroll\u00fc sunucu odas\u0131, mutfak s\u0131cakl\u0131\u011f\u0131, a\u00e7\u0131k hava dire\u011fi veya ma\u011faza arkas\u0131 dolap. Kullan\u0131m senaryosuna ve ortam ko\u015fullar\u0131na g\u00f6re uygun sistem s\u0131n\u0131f\u0131n\u0131 birlikte belirliyoruz.<\/p>\n<\/p><\/div>\n<p>  <!-- Perakende --><\/p>\n<div class=\"e-ind\">\n<div class=\"e-ind-head\">\n<h4>Perakende<\/h4>\n<p><em>\u00d6ng\u00f6r\u00fcc\u00fc + \u00dcretken<\/em><\/div>\n<p>Perakendede \u00f6ng\u00f6r\u00fcc\u00fc yapay zeka varl\u0131k korumay\u0131 d\u00f6n\u00fc\u015ft\u00fcr\u00fcyor. \u00d6r\u00fcnt\u00fcleri analiz edip olas\u0131 tehditleri belirleyen sistemler, kay\u0131plar\u0131 azaltmak ve ma\u011faza g\u00fcvenli\u011fini art\u0131rmak i\u00e7in \u00f6nleyici \u00e7\u00f6z\u00fcmler sunar. Bu hesaplamalar\u0131n ger\u00e7ek zamanl\u0131 yan\u0131t \u00fcretebilmesi i\u00e7in u\u00e7ta yap\u0131lmas\u0131 gerekir.<\/p>\n<div class=\"e-chips\">\n      <span class=\"e-chip\">Varl\u0131k koruma \/ kay\u0131p \u00f6nleme<\/span><br \/>\n      <span class=\"e-chip\">Kasas\u0131z (otonom) al\u0131\u015fveri\u015f<\/span><br \/>\n      <span class=\"e-chip\">Talep tahmini<\/span><br \/>\n      <span class=\"e-chip\">\u00d6neri motorlar\u0131 ve hiper-ki\u015fiselle\u015ftirme<\/span>\n    <\/div>\n<div class=\"e-sys\">\n      <a class=\"e-card\" href=\"\/b2b\/magaza\/gpu-server\/supermicro-gpu\/supermicro-sys-322ga-nr-3u-gpu-sunucu-xeon-6900-8x-gpu\/\"><br \/>\n        <span class=\"e-card-img\"><img decoding=\"async\" src=\"\/b2b\/wp-content\/uploads\/edgeai\/SYS-322GA-NR.png\" alt=\"Supermicro SYS-322GA-NR 3U GPU sunucu \u2014 perakende u\u00e7 yapay zeka \u00e7\u0131kar\u0131m\u0131\" loading=\"lazy\"><\/span><br \/>\n        <span class=\"e-card-body\"><span class=\"mdl\">SYS-322GA-NR<\/span><\/p>\n<p>GPU optimize 3U platform; video ak\u0131\u015f\u0131 analizi veya kiosk avatar\u0131 gibi birden fazla \u00e7\u0131kar\u0131m i\u015f y\u00fck\u00fcn\u00fc e\u015fzamanl\u0131 \u00e7al\u0131\u015ft\u0131r\u0131r.<\/p>\n<p><span class=\"go\">\u00dcr\u00fcn\u00fc incele \u2192<\/span><\/span><br \/>\n      <\/a><\/p>\n<div class=\"e-card nolink\">\n        <span class=\"e-card-img\"><img decoding=\"async\" src=\"\/b2b\/wp-content\/uploads\/edgeai\/SYS-E403-14B-FRN2T.png\" alt=\"Supermicro SYS-E403-14B-FRN2T kutu boyutunda u\u00e7 sunucu\" loading=\"lazy\"><\/span><br \/>\n        <span class=\"e-card-body\"><span class=\"mdl\">SYS-E403-14B-FRN2T<\/span><\/p>\n<p>Kutu boyutunda sistem; Intel Xeon 6 i\u015flemci ve \u00e7oklu GPU deste\u011fiyle ma\u011faza \u00f6n\u00fc ve arkas\u0131 uygulamalar\u0131 i\u00e7in ideal.<\/p>\n<p><span class=\"go\">Teklif isteyin \u2192<\/span><\/span>\n      <\/div>\n<div class=\"e-card nolink\">\n        <span class=\"e-card-img\"><img decoding=\"async\" src=\"\/b2b\/wp-content\/uploads\/edgeai\/SYS-112B-FWT.png\" alt=\"Supermicro SYS-112B-FWT 1U ultra k\u0131sa derinlikli u\u00e7 sunucu\" loading=\"lazy\"><\/span><br \/>\n        <span class=\"e-card-body\"><span class=\"mdl\">SYS-112B-FWT<\/span><\/p>\n<p>1U ultra k\u0131sa derinlik; dar alanlara kurulabilir, Intel Xeon 6 ve GPU deste\u011fiyle ma\u011faza i\u00e7i AI uygulamalar\u0131.<\/p>\n<p><span class=\"go\">Teklif isteyin \u2192<\/span><\/span>\n      <\/div>\n<div class=\"e-card nolink\">\n        <span class=\"e-card-img\"><img decoding=\"async\" src=\"\/b2b\/wp-content\/uploads\/edgeai\/SYS-212B-FN4TP.png\" alt=\"Supermicro SYS-212B-FN4TP 2U k\u0131sa derinlikli u\u00e7 AI sunucusu\" loading=\"lazy\"><\/span><br \/>\n        <span class=\"e-card-body\"><span class=\"mdl\">SYS-212B-FN4TP<\/span><\/p>\n<p>2U k\u0131sa derinlikli rackmount; \u00e7oklu giri\u015f format\u0131n\u0131 i\u015fleyebilen, \u00f6l\u00e7eklenebilir PCIe yap\u0131land\u0131rmal\u0131 u\u00e7 \u00e7\u0131kar\u0131m sistemi.<\/p>\n<p><span class=\"go\">Teklif isteyin \u2192<\/span><\/span>\n      <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<p>  <!-- Restoran --><\/p>\n<div class=\"e-ind\">\n<div class=\"e-ind-head\">\n<h4>Restoran ve H\u0131zl\u0131 Servis (QSR)<\/h4>\n<p><em>\u00dcretken a\u011f\u0131rl\u0131kl\u0131<\/em><\/div>\n<p>H\u0131zl\u0131 servis restoranlar\u0131 m\u00fc\u015fteri deneyimini d\u00f6n\u00fc\u015ft\u00fcrmek i\u00e7in \u00fcretken yapay zekay\u0131 benimsiyor. Sesle \u00e7al\u0131\u015fan sipari\u015f kiosklar\u0131 do\u011fal ve ak\u0131c\u0131 etkile\u015fim sunuyor; anl\u0131k \u00e7apraz sat\u0131\u015f \u00f6nerisi verebiliyor veya kiosk i\u00e7inde insana yak\u0131n m\u00fc\u015fteri hizmeti sa\u011flayabiliyor. Sadakat kart\u0131 ge\u00e7mi\u015finden \u00f6\u011frenen \u00f6ng\u00f6r\u00fcc\u00fc yapay zekayla birle\u015fti\u011finde her ziyaret daha ki\u015fiselle\u015fiyor.<\/p>\n<div class=\"e-chips\">\n      <span class=\"e-chip\">Sesle \u00e7al\u0131\u015fan sipari\u015f kiosklar\u0131<\/span><br \/>\n      <span class=\"e-chip\">G\u0131da kalitesi ve operasyon verimlili\u011fi<\/span><br \/>\n      <span class=\"e-chip\">Talep tahmini ve stok y\u00f6netimi<\/span>\n    <\/div>\n<div class=\"e-sys\">\n<div class=\"e-card nolink\">\n        <span class=\"e-card-img\"><img decoding=\"async\" src=\"\/b2b\/wp-content\/uploads\/edgeai\/SYS-E302-12D-4C.png\" alt=\"Supermicro SYS-E302-12D-4C fans\u0131z u\u00e7 sunucu \u2014 mutfak ortam\u0131\" loading=\"lazy\"><\/span><br \/>\n        <span class=\"e-card-body\"><span class=\"mdl\">SYS-E302-12D-4C<\/span><\/p>\n<p>G\u00fc\u00e7l\u00fc ve hafif fans\u0131z sunucu; mutfak gibi kontrols\u00fcz alanlarda \u00e7al\u0131\u015facak uygulamalar i\u00e7in Intel Xeon D i\u015flemcili.<\/p>\n<p><span class=\"go\">Teklif isteyin \u2192<\/span><\/span>\n      <\/div>\n<div class=\"e-card nolink\">\n        <span class=\"e-card-img\"><img decoding=\"async\" src=\"\/b2b\/wp-content\/uploads\/edgeai\/SYS-E302-12A-4C.png\" alt=\"Supermicro SYS-E302-12A-4C d\u00fc\u015f\u00fck g\u00fc\u00e7l\u00fc fans\u0131z u\u00e7 sunucu\" loading=\"lazy\"><\/span><br \/>\n        <span class=\"e-card-body\"><span class=\"mdl\">SYS-E302-12A-4C<\/span><\/p>\n<p>Hafif ve enerji verimli fans\u0131z sunucu; d\u00fc\u015f\u00fck g\u00fc\u00e7l\u00fc Intel Atom i\u015flemcili, kontrols\u00fcz alanlar i\u00e7in.<\/p>\n<p><span class=\"go\">Teklif isteyin \u2192<\/span><\/span>\n      <\/div>\n<div class=\"e-card nolink\">\n        <span class=\"e-card-img\"><img decoding=\"async\" src=\"\/b2b\/wp-content\/uploads\/edgeai\/SYS-E302-13AD.png\" alt=\"Supermicro SYS-E302-13AD fans\u0131z Intel Core u\u00e7 sunucusu\" loading=\"lazy\"><\/span><br \/>\n        <span class=\"e-card-body\"><span class=\"mdl\">SYS-E302-13AD<\/span><\/p>\n<p>U\u00e7 i\u015f y\u00fckleri i\u00e7in Intel Core i\u015flemcili hafif fans\u0131z sunucu; kontrols\u00fcz ortam kurulumlar\u0131na uygun.<\/p>\n<p><span class=\"go\">Teklif isteyin \u2192<\/span><\/span>\n      <\/div>\n<div class=\"e-card nolink\">\n        <span class=\"e-card-img\"><img decoding=\"async\" src=\"\/b2b\/wp-content\/uploads\/edgeai\/SYS-E100-13AD-E.png\" alt=\"Supermicro SYS-E100-13AD-E kompakt fans\u0131z sunucu \u2014 drive-thru men\u00fc panosu\" loading=\"lazy\"><\/span><br \/>\n        <span class=\"e-card-body\"><span class=\"mdl\">SYS-E100-13AD-E<\/span><\/p>\n<p>Kompakt fans\u0131z sunucu; drive-thru mod\u00fclleri ve men\u00fc panolar\u0131na kolayca monte edilir, ma\u011faza y\u00f6netim i\u015flerini de y\u00fcr\u00fct\u00fcr.<\/p>\n<p><span class=\"go\">Teklif isteyin \u2192<\/span><\/span>\n      <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<p>  <!-- \u00dcretim --><\/p>\n<div class=\"e-ind\">\n<div class=\"e-ind-head\">\n<h4>\u00dcretim ve Fabrika<\/h4>\n<p><em>\u00d6ng\u00f6r\u00fcc\u00fc a\u011f\u0131rl\u0131kl\u0131<\/em><\/div>\n<p>\u00dcretim sekt\u00f6r\u00fc, en kritik ve maliyetli sorunlar\u0131ndan biri olan i\u015f yeri g\u00fcvenli\u011finde \u00f6ng\u00f6r\u00fcc\u00fc yapay zekadan yararlan\u0131yor. \u015eirketler; kamera, makine ve operasyon yaz\u0131l\u0131m\u0131 veri ak\u0131\u015flar\u0131n\u0131 u\u00e7 yapay zeka donan\u0131m\u0131yla birle\u015ftirerek olas\u0131 tehlikeleri ger\u00e7ek zamanl\u0131 analiz ediyor. Bir di\u011fer \u00f6nemli uygulama otomatik kalite denetimi: \u00f6rne\u011fin otomotiv par\u00e7a hatt\u0131n\u0131n s\u00fcrekli izlenip verinin \u00f6ng\u00f6r\u00fcc\u00fc modele beslenmesi, kusur riskini belirgin bi\u00e7imde azalt\u0131yor.<\/p>\n<div class=\"e-chips\">\n      <span class=\"e-chip\">\u0130\u015f g\u00fcc\u00fc sa\u011fl\u0131\u011f\u0131 ve g\u00fcvenli\u011fi<\/span><br \/>\n      <span class=\"e-chip\">Otomatik kalite denetimi<\/span><br \/>\n      <span class=\"e-chip\">Nitelikli personel kayb\u0131n\u0131n telafisi<\/span><br \/>\n      <span class=\"e-chip\">Kestirimci bak\u0131m<\/span>\n    <\/div>\n<div class=\"e-sys\">\n<div class=\"e-card nolink\">\n        <span class=\"e-card-img\"><img decoding=\"async\" src=\"\/b2b\/wp-content\/uploads\/edgeai\/SYS-112B-FWT.png\" alt=\"Supermicro SYS-112B-FWT \u2014 \u00fcretim hatt\u0131nda bilgisayarl\u0131 g\u00f6r\u00fc\" loading=\"lazy\"><\/span><br \/>\n        <span class=\"e-card-body\"><span class=\"mdl\">SYS-112B-FWT<\/span><\/p>\n<p>Bilgisayarl\u0131 g\u00f6r\u00fc ve \u00f6ng\u00f6r\u00fcc\u00fc yapay zekayla i\u015f yeri g\u00fcvenli\u011fi; Intel Xeon 6 i\u015flemci se\u00e7enekleri ve GPU deste\u011fi.<\/p>\n<p><span class=\"go\">Teklif isteyin \u2192<\/span><\/span>\n      <\/div>\n<div class=\"e-card nolink\">\n        <span class=\"e-card-img\"><img decoding=\"async\" src=\"\/b2b\/wp-content\/uploads\/edgeai\/SYS-212B-FN4TP.png\" alt=\"Supermicro SYS-212B-FN4TP \u2014 otomatik kalite denetimi\" loading=\"lazy\"><\/span><br \/>\n        <span class=\"e-card-body\"><span class=\"mdl\">SYS-212B-FN4TP<\/span><\/p>\n<p>\u00dcretim sahas\u0131nda yapay zeka destekli otomatik kalite denetimi; Xeon 6 se\u00e7enekleri ve GPU deste\u011fiyle.<\/p>\n<p><span class=\"go\">Teklif isteyin \u2192<\/span><\/span>\n      <\/div>\n<div class=\"e-card nolink\">\n        <span class=\"e-card-img\"><img decoding=\"async\" src=\"\/b2b\/wp-content\/uploads\/edgeai\/AS-1115S-FWTRT.png\" alt=\"Supermicro AS-1115S-FWTRT AMD EPYC 8004 u\u00e7 sunucusu\" loading=\"lazy\"><\/span><br \/>\n        <span class=\"e-card-body\"><span class=\"mdl\">AS-1115S-FWTRT<\/span><\/p>\n<p>AMD EPYC 8004 i\u015flemcili 1U ultra k\u0131sa derinlik; kalite denetimi ve saha uygulamalar\u0131 i\u00e7in GPU destekli.<\/p>\n<p><span class=\"go\">Teklif isteyin \u2192<\/span><\/span>\n      <\/div>\n<p>      <a class=\"e-card\" href=\"\/b2b\/magaza\/iot\/supermicro-iot-superserver-nvidia-jetson-orin-nx-module-ars-e103-jonx-h2-01-g2-hazir-konfigurasyon\/\"><br \/>\n        <span class=\"e-card-img\"><img decoding=\"async\" src=\"\/b2b\/wp-content\/uploads\/edgeai\/SYS-ARS-E103-JONX-H-L.png\" alt=\"Supermicro ARS-E103-JONX Jetson Orin NX fans\u0131z u\u00e7 AI sistemi\" loading=\"lazy\"><\/span><br \/>\n        <span class=\"e-card-body\"><span class=\"mdl\">ARS-E103-JONX<\/span><\/p>\n<p>NVIDIA Jetson Orin NX tabanl\u0131 fans\u0131z sistem; 157 TOPS ile \u00fcretim hatt\u0131nda ger\u00e7ek zamanl\u0131 g\u00f6r\u00fc uygulamalar\u0131.<\/p>\n<p><span class=\"go\">\u00dcr\u00fcn\u00fc incele \u2192<\/span><\/span><br \/>\n      <\/a>\n    <\/div>\n<\/p><\/div>\n<p>  <!-- Sa\u011fl\u0131k --><\/p>\n<div class=\"e-ind\">\n<div class=\"e-ind-head\">\n<h4>Sa\u011fl\u0131k ve Medikal<\/h4>\n<p><em>\u00d6ng\u00f6r\u00fcc\u00fc + \u00dcretken<\/em><\/div>\n<p>Sa\u011fl\u0131kta \u00f6ng\u00f6r\u00fcc\u00fc yapay zeka, tan\u0131sal g\u00f6r\u00fcnt\u00fclemede uzman hekimi destekleyerek do\u011fruluk ve verimlili\u011fi art\u0131rmak \u00fczere giderek daha fazla deneniyor. Hastane ortam\u0131nda bir di\u011fer \u00f6rnek, \u00fcretken yapay zekan\u0131n y\u00f6n bulma (wayfinding) amac\u0131yla kullan\u0131lmas\u0131: dijital kiosklar ve kar\u015f\u0131lama hizmetleri, ziyaret\u00e7ileri karma\u015f\u0131k hastane yerle\u015fkelerinde y\u00f6nlendiriyor.<\/p>\n<div class=\"e-chips\">\n      <span class=\"e-chip\">Hasta g\u00fcvenli\u011fi ve izleme<\/span><br \/>\n      <span class=\"e-chip\">Tan\u0131sal g\u00f6r\u00fcnt\u00fcleme deste\u011fi<\/span><br \/>\n      <span class=\"e-chip\">Y\u00f6n bulma ve kar\u015f\u0131lama kiosklar\u0131<\/span><br \/>\n      <span class=\"e-chip\">Ki\u015fiselle\u015ftirilmi\u015f t\u0131p<\/span>\n    <\/div>\n<div class=\"e-sys\">\n      <a class=\"e-card\" href=\"\/b2b\/magaza\/gpu-server\/supermicro-gpu\/supermicro-sys-322ga-nr-3u-gpu-sunucu-xeon-6900-8x-gpu\/\"><br \/>\n        <span class=\"e-card-img\"><img decoding=\"async\" src=\"\/b2b\/wp-content\/uploads\/edgeai\/SYS-322GA-NR.png\" alt=\"Supermicro SYS-322GA-NR \u2014 sa\u011fl\u0131kta tan\u0131 ve g\u00f6r\u00fcnt\u00fc yorumlama\" loading=\"lazy\"><\/span><br \/>\n        <span class=\"e-card-body\"><span class=\"mdl\">SYS-322GA-NR<\/span><\/p>\n<p>Sa\u011fl\u0131k ve medikal uygulamalar i\u00e7in GPU optimize 3U platform; tan\u0131, g\u00f6r\u00fcnt\u00fc yorumlama ve risk de\u011ferlendirmesini e\u015fzamanl\u0131 \u00e7al\u0131\u015ft\u0131r\u0131r.<\/p>\n<p><span class=\"go\">\u00dcr\u00fcn\u00fc incele \u2192<\/span><\/span><br \/>\n      <\/a><\/p>\n<div class=\"e-card nolink\">\n        <span class=\"e-card-img\"><img decoding=\"async\" src=\"\/b2b\/wp-content\/uploads\/edgeai\/SYS-222HE-FTN.png\" alt=\"Supermicro SYS-222HE-FTN \u00e7ift Xeon 6 u\u00e7 sunucusu\" loading=\"lazy\"><\/span><br \/>\n        <span class=\"e-card-body\"><span class=\"mdl\">SYS-222HE-FTN<\/span><\/p>\n<p>\u00c7ift Intel Xeon 6 i\u015flemcinin hesaplama g\u00fcc\u00fcn\u00fc \u00e7oklu geni\u015fleme\/GPU kart\u0131yla birle\u015ftirir; kestirimci analitik ve ki\u015fiselle\u015ftirilmi\u015f t\u0131p i\u00e7in.<\/p>\n<p><span class=\"go\">Teklif isteyin \u2192<\/span><\/span>\n      <\/div>\n<div class=\"e-card nolink\">\n        <span class=\"e-card-img\"><img decoding=\"async\" src=\"\/b2b\/wp-content\/uploads\/edgeai\/SYS-112B-FWT.png\" alt=\"Supermicro SYS-112B-FWT \u2014 hastane y\u00f6n bulma kiosklar\u0131\" loading=\"lazy\"><\/span><br \/>\n        <span class=\"e-card-body\"><span class=\"mdl\">SYS-112B-FWT<\/span><\/p>\n<p>1U ultra k\u0131sa derinlik; dijital kiosklarda y\u00f6n bulma gibi AI uygulamalar\u0131n\u0131 \u00e7al\u0131\u015ft\u0131racak performans ve GPU deste\u011fi.<\/p>\n<p><span class=\"go\">Teklif isteyin \u2192<\/span><\/span>\n      <\/div>\n<div class=\"e-card nolink\">\n        <span class=\"e-card-img\"><img decoding=\"async\" src=\"\/b2b\/wp-content\/uploads\/edgeai\/SYS-212B-FN4TP.png\" alt=\"Supermicro SYS-212B-FN4TP \u2014 hasta g\u00fcvenli\u011fi ve izleme\" loading=\"lazy\"><\/span><br \/>\n        <span class=\"e-card-body\"><span class=\"mdl\">SYS-212B-FN4TP<\/span><\/p>\n<p>2U k\u0131sa derinlikli sistem; hasta g\u00fcvenli\u011fi ve izleme gibi uygulamalarda \u00e7oklu giri\u015f format\u0131n\u0131 i\u015fler.<\/p>\n<p><span class=\"go\">Teklif isteyin \u2192<\/span><\/span>\n      <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<p>  <!-- Ak\u0131ll\u0131 Mekanlar --><\/p>\n<div class=\"e-ind\">\n<div class=\"e-ind-head\">\n<h4>Ak\u0131ll\u0131 Mekanlar ve \u015eehir<\/h4>\n<p><em>\u00d6ng\u00f6r\u00fcc\u00fc a\u011f\u0131rl\u0131kl\u0131<\/em><\/div>\n<p>Stadyum, etkinlik alan\u0131 ve kamusal mekanlar gibi ak\u0131ll\u0131 mekanlar; kalabal\u0131k ve otopark y\u00f6netimi i\u00e7in \u00f6ng\u00f6r\u00fcc\u00fc yapay zeka kullan\u0131yor. Ger\u00e7ek zamanl\u0131 veriyi analiz eden bu sistemler yaya trafi\u011fini ve otopark lojisti\u011fini etkin bi\u00e7imde y\u00f6netirken hem m\u00fc\u015fteri deneyimini hem de g\u00fcvenli\u011fi iyile\u015ftiriyor.<\/p>\n<div class=\"e-chips\">\n      <span class=\"e-chip\">Kalabal\u0131k ve otopark y\u00f6netimi<\/span><br \/>\n      <span class=\"e-chip\">G\u00fcvenlik iyile\u015ftirme<\/span><br \/>\n      <span class=\"e-chip\">Ge\u00e7i\u015f kontrol\u00fc<\/span><br \/>\n      <span class=\"e-chip\">Trafik y\u00f6netimi<\/span>\n    <\/div>\n<div class=\"e-sys\">\n      <a class=\"e-card\" href=\"\/b2b\/magaza\/gpu-server\/supermicro-gpu\/supermicro-sys-322ga-nr-3u-gpu-sunucu-xeon-6900-8x-gpu\/\"><br \/>\n        <span class=\"e-card-img\"><img decoding=\"async\" src=\"\/b2b\/wp-content\/uploads\/edgeai\/SYS-322GA-NR.png\" alt=\"Supermicro SYS-322GA-NR \u2014 b\u00fcy\u00fck etkinlik ve yo\u011fun alan analiti\u011fi\" loading=\"lazy\"><\/span><br \/>\n        <span class=\"e-card-body\"><span class=\"mdl\">SYS-322GA-NR<\/span><\/p>\n<p>Kurumsal u\u00e7 i\u00e7in GPU optimize 3U platform; b\u00fcy\u00fck etkinlikler ve yo\u011fun n\u00fcfuslu alanlar i\u00e7in e\u015fzamanl\u0131 \u00e7\u0131kar\u0131m.<\/p>\n<p><span class=\"go\">\u00dcr\u00fcn\u00fc incele \u2192<\/span><\/span><br \/>\n      <\/a><\/p>\n<div class=\"e-card nolink\">\n        <span class=\"e-card-img\"><img decoding=\"async\" src=\"\/b2b\/wp-content\/uploads\/edgeai\/SYS-E403-12P-IPA2-C.png\" alt=\"Supermicro SYS-E403-12P-IPA2-C dire\u011fe monte dayan\u0131kl\u0131 d\u0131\u015f mekan u\u00e7 sunucusu\" loading=\"lazy\"><\/span><br \/>\n        <span class=\"e-card-body\"><span class=\"mdl\">SYS-E403-12P-IPA2-C<\/span><\/p>\n<p>Dire\u011fe monte, dayan\u0131kl\u0131 d\u0131\u015f mekan kabini dahil geni\u015f kurulum se\u00e7enekleri; Intel Xeon 6 ve \u00e7oklu GPU deste\u011fi.<\/p>\n<p><span class=\"go\">Teklif isteyin \u2192<\/span><\/span>\n      <\/div>\n<div class=\"e-card nolink\">\n        <span class=\"e-card-img\"><img decoding=\"async\" src=\"\/b2b\/wp-content\/uploads\/edgeai\/SYS-222HE-FTN.png\" alt=\"Supermicro SYS-222HE-FTN \u2014 g\u00fcvenlik ve trafik kontrol\u00fc g\u00f6r\u00fc uygulamalar\u0131\" loading=\"lazy\"><\/span><br \/>\n        <span class=\"e-card-body\"><span class=\"mdl\">SYS-222HE-FTN<\/span><\/p>\n<p>\u00c7ift Xeon 6 ve \u00e7oklu GPU ile g\u00fcvenlik, trafik kontrol\u00fc ve otopark y\u00f6netimi i\u00e7in bilgisayarl\u0131 g\u00f6r\u00fc uygulamalar\u0131.<\/p>\n<p><span class=\"go\">Teklif isteyin \u2192<\/span><\/span>\n      <\/div>\n<p>      <a class=\"e-card\" href=\"\/b2b\/magaza\/workstation\/supermicro-workstation\/compact-workstation\/supermicro-1u-gold-2-serisi-iot-server-sys-111ad-hn2-01-g2\/\"><br \/>\n        <span class=\"e-card-img\"><img decoding=\"async\" src=\"\/b2b\/wp-content\/uploads\/2026\/06\/Supermicro-Turkiye-SYS-111AD-HN2_main-GTM-Teknoloji-600x600.webp\" alt=\"Supermicro SYS-111AD-HN2 1U ultra k\u0131sa derinlikli d\u00fc\u015f\u00fck g\u00fcr\u00fclt\u00fcl\u00fc g\u00f6m\u00fcl\u00fc sistem\" loading=\"lazy\"><\/span><br \/>\n        <span class=\"e-card-body\"><span class=\"mdl\">SYS-111AD-HN2<\/span><\/p>\n<p>1U ultra k\u0131sa derinlik, d\u00fc\u015f\u00fck g\u00fcr\u00fclt\u00fcl\u00fc g\u00f6m\u00fcl\u00fc sistem; ofis ve kamusal alan kurulumlar\u0131na uygun.<\/p>\n<p><span class=\"go\">\u00dcr\u00fcn\u00fc incele \u2192<\/span><\/span><br \/>\n      <\/a>\n    <\/div>\n<\/p><\/div>\n<p>  <!-- Ula\u015ft\u0131rma --><\/p>\n<div class=\"e-ind\">\n<div class=\"e-ind-head\">\n<h4>Ula\u015ft\u0131rma ve Lojistik<\/h4>\n<p><em>\u00d6ng\u00f6r\u00fcc\u00fc a\u011f\u0131rl\u0131kl\u0131<\/em><\/div>\n<p>Limanlarda, havalimanlar\u0131nda, karayolu ve demiryollar\u0131nda ula\u015f\u0131m sistemlerini optimize etmek b\u00fcy\u00fck hacimli veriyi analiz etmeyi gerektirir: trafik bilgisi, hava tahmini veya bilgisayarl\u0131 g\u00f6r\u00fc kullanan ak\u0131ll\u0131 kamera ak\u0131\u015flar\u0131. Bu verinin gecikmesiz i\u015flenmesi, a\u011f\u0131n ucunda yapay zeka ve BT i\u015f y\u00fcklerini \u00e7al\u0131\u015ft\u0131rmak \u00fczere tasarlanm\u0131\u015f \u00f6zel donan\u0131m gerektirir.<\/p>\n<div class=\"e-chips\">\n      <span class=\"e-chip\">Rota optimizasyonu<\/span><br \/>\n      <span class=\"e-chip\">Kestirimci bak\u0131m<\/span><br \/>\n      <span class=\"e-chip\">Trafik y\u00f6netimi<\/span><br \/>\n      <span class=\"e-chip\">Ak\u0131ll\u0131 otopark ve ge\u00e7i\u015f \u00fccreti<\/span>\n    <\/div>\n<div class=\"e-sys\">\n<div class=\"e-card nolink\">\n        <span class=\"e-card-img\"><img decoding=\"async\" src=\"\/b2b\/wp-content\/uploads\/edgeai\/SYS-E101-14AM-E.png\" alt=\"Supermicro SYS-E101-14AM-E ultra kompakt fans\u0131z Intel Atom sistemi\" loading=\"lazy\"><\/span><br \/>\n        <span class=\"e-card-body\"><span class=\"mdl\">SYS-E101-14AM-E<\/span><\/p>\n<p>Ultra kompakt fans\u0131z sistem; Intel Atom i\u015flemciyle enerji verimli performans, d\u0131\u015f mekan kabini i\u00e7inde \u00e7al\u0131\u015fabilir.<\/p>\n<p><span class=\"go\">Teklif isteyin \u2192<\/span><\/span>\n      <\/div>\n<div class=\"e-card nolink\">\n        <span class=\"e-card-img\"><img decoding=\"async\" src=\"\/b2b\/wp-content\/uploads\/edgeai\/SYS-E403-14B-FRN2T.png\" alt=\"Supermicro SYS-E403-14B-FRN2T \u2014 ak\u0131ll\u0131 park ve e-ge\u00e7i\u015f \u00fccreti\" loading=\"lazy\"><\/span><br \/>\n        <span class=\"e-card-body\"><span class=\"mdl\">SYS-E403-14B-FRN2T<\/span><\/p>\n<p>K\u00fc\u00e7\u00fck alanlar i\u00e7in kutu boyutunda u\u00e7 sunucu; Xeon 6 ve GPU h\u0131zland\u0131r\u0131c\u0131 deste\u011fiyle ak\u0131ll\u0131 park ve e-ge\u00e7i\u015f \u00fccreti uygulamalar\u0131na uygun.<\/p>\n<p><span class=\"go\">Teklif isteyin \u2192<\/span><\/span>\n      <\/div>\n<div class=\"e-card nolink\">\n        <span class=\"e-card-img\"><img decoding=\"async\" src=\"\/b2b\/wp-content\/uploads\/edgeai\/SYS-E403-12P-IPA2-C.png\" alt=\"Supermicro SYS-E403-12P-IPA2-C dayan\u0131kl\u0131 direk montajl\u0131 u\u00e7 sunucu\" loading=\"lazy\"><\/span><br \/>\n        <span class=\"e-card-body\"><span class=\"mdl\">SYS-E403-12P-IPA2-C<\/span><\/p>\n<p>Kritik ortamlarda d\u0131\u015f mekana kurulmak \u00fczere tasarlanm\u0131\u015f, dire\u011fe monte dayan\u0131kl\u0131 u\u00e7 sunucu; Intel Xeon ve GPU destekli.<\/p>\n<p><span class=\"go\">Teklif isteyin \u2192<\/span><\/span>\n      <\/div>\n<div class=\"e-card nolink\">\n        <span class=\"e-card-img\"><img decoding=\"async\" src=\"\/b2b\/wp-content\/uploads\/edgeai\/SYS-110D-_C-FRAN8TP.png\" alt=\"Supermicro SYS-110D serisi k\u0131sa derinlikli u\u00e7 sunucu\" loading=\"lazy\"><\/span><br \/>\n        <span class=\"e-card-body\"><span class=\"mdl\">SYS-110D serisi<\/span><\/p>\n<p>4C&#8217;den 20C&#8217;ye kadar Intel Xeon D se\u00e7enekleriyle k\u0131sa derinlikli u\u00e7 sunucu; telekom ve ula\u015ft\u0131rma altyap\u0131s\u0131 i\u00e7in.<\/p>\n<p><span class=\"go\">Teklif isteyin \u2192<\/span><\/span>\n      <\/div>\n<\/p><\/div>\n<\/p><\/div>\n<\/section>\n<p><!-- BOYUTLANDIRMA --><\/p>\n<section class=\"e-block alt\" id=\"boyutlandirma\">\n<div class=\"e-sec\">\n    <span class=\"e-kicker\">Sistem boyutland\u0131rma rehberi<\/span><\/p>\n<h3 class=\"e-h\">Hangi s\u0131n\u0131f sistem, ne kadar i\u015f y\u00fck\u00fc kald\u0131r\u0131r?<\/h3>\n<p class=\"e-lead\">U\u00e7 yapay zeka projelerinde en kritik karar do\u011fru boyutland\u0131rmad\u0131r. A\u015fa\u011f\u0131daki tablo, sistem s\u0131n\u0131flar\u0131n\u0131n e\u015fzamanl\u0131 video ak\u0131\u015f\u0131, konu\u015fma tan\u0131ma, b\u00fcy\u00fck dil modeli ve g\u00f6rsel \u00fcretim kapasitelerini kar\u015f\u0131la\u015ft\u0131r\u0131r.<\/p>\n<\/p><\/div>\n<div class=\"e-tblwrap\">\n<table class=\"e-tbl\">\n<thead>\n<tr>\n<th>Kapasite<\/th>\n<th>K\u00fc\u00e7\u00fck<span>SYS-E300-13AD<\/span><\/th>\n<th>Orta<span>SYS-110D-20C-FRAN8TP<\/span><\/th>\n<th>B\u00fcy\u00fck<span>SYS-E403 \/ 3U s\u0131n\u0131f\u0131<\/span><\/th>\n<th>\u00c7ok B\u00fcy\u00fck<span>SYS-222HE-(F)TN<\/span><\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>Boyut (mm) Y \u00d7 G \u00d7 D<\/td>\n<td>43,0 \u00d7 264,8 \u00d7 225,8<\/td>\n<td>43,0 \u00d7 437,0 \u00d7 399,0<\/td>\n<td>117,3 \u00d7 266,7 \u00d7 406,4<\/td>\n<td>88,9 \u00d7 436,9 \u00d7 574,0<\/td>\n<\/tr>\n<tr>\n<td>Bilgisayarl\u0131 g\u00f6r\u00fc<br \/>(e\u015fzamanl\u0131 ak\u0131\u015f)<\/td>\n<td><b>8 ak\u0131\u015f<\/b><\/td>\n<td><b>16 ak\u0131\u015f<\/b><\/td>\n<td><b>32 ak\u0131\u015f<\/b><\/td>\n<td><b>GPU ba\u015f\u0131na 48 ak\u0131\u015f<\/b><\/td>\n<\/tr>\n<tr>\n<td>Konu\u015fma tan\u0131ma (ASR)<br \/>saniyede \u00f6rnek<\/td>\n<td>~2.000<\/td>\n<td>~6.000<\/td>\n<td>~22.000<\/td>\n<td>GPU ba\u015f\u0131na ~32.000<\/td>\n<\/tr>\n<tr>\n<td>B\u00fcy\u00fck dil modeli (LLM)<br \/>parametre kapasitesi<\/td>\n<td><b>8 milyar<\/b><\/td>\n<td><b>24 milyar<\/b><\/td>\n<td><b>48 milyar<\/b><\/td>\n<td><b>80 milyar<\/b><\/td>\n<\/tr>\n<tr>\n<td>G\u00f6rsel \u00fcretim<br \/>(Stable Diffusion)<\/td>\n<td>~4-5 saniyede 1 g\u00f6rsel<\/td>\n<td>~2 saniyede 1 g\u00f6rsel<\/td>\n<td>saniyede ~1-2 g\u00f6rsel<\/td>\n<td>saniyede ~3 g\u00f6rsel<\/td>\n<\/tr>\n<tr>\n<td>GPU deste\u011fi<\/td>\n<td>Tek A2 veya T1000<\/td>\n<td>Tek L4<\/td>\n<td>H100 \u00b7 L40S \u00b7 RTX 6000 Ada<\/td>\n<td>\u00c7oklu H100<\/td>\n<\/tr>\n<tr>\n<td>Tipik kullan\u0131m<\/td>\n<td>Kiosk, men\u00fc panosu, tek kamera noktas\u0131<\/td>\n<td>Ma\u011faza\/\u015fube, orta \u00f6l\u00e7ek g\u00f6r\u00fc<\/td>\n<td>B\u00f6lgesel u\u00e7, \u00e7oklu kamera + \u00fcretken AI<\/td>\n<td>U\u00e7 veri merkezi, a\u011f\u0131r \u00e7\u0131kar\u0131m<\/td>\n<\/tr>\n<\/tbody>\n<\/table><\/div>\n<p class=\"e-tblnote\">Bilgisayarl\u0131 g\u00f6r\u00fc de\u011ferleri EfficientNet-B4 benzeri bir g\u00f6r\u00fcnt\u00fc s\u0131n\u0131fland\u0131rma modeline; konu\u015fma tan\u0131ma de\u011ferleri QuartzNet benzeri bir ASR modeline dayan\u0131r. Ger\u00e7ek kapasite video s\u0131k\u0131\u015ft\u0131rma oran\u0131na ve sistemdeki di\u011fer i\u015f y\u00fcklerine g\u00f6re de\u011fi\u015fir. Projeniz i\u00e7in birebir boyutland\u0131rma \u00e7al\u0131\u015fmas\u0131n\u0131 GTM m\u00fchendislik ekibi yapar.<\/p>\n<\/section>\n<p><!-- JETSON --><\/p>\n<section class=\"e-block dark\" id=\"jetson\">\n<div class=\"e-sec\">\n    <span class=\"e-kicker\">NVIDIA Jetson Orin NX platformu<\/span><\/p>\n<h3 class=\"e-h\">Fans\u0131z kasada 157 TOPS u\u00e7 yapay zeka<\/h3>\n<\/p><\/div>\n<div class=\"e-split\">\n<div>\n<h4>D\u00fc\u015f\u00fck g\u00fc\u00e7, y\u00fcksek performans \u2014 hareketli par\u00e7a yok<\/h4>\n<p>NVIDIA Jetson Orin NX, d\u00fc\u015f\u00fck g\u00fc\u00e7 t\u00fcketimiyle y\u00fcksek performansl\u0131 veri \u00e7\u0131kar\u0131m\u0131 gerektiren uygulamalar i\u00e7in geli\u015ftirilmi\u015f en geli\u015fmi\u015f yapay zeka bilgisayar\u0131d\u0131r. Supermicro bu g\u00fcc\u00fc kompakt ve fans\u0131z bir kasada sunar. Birden \u00e7ok e\u015fzamanl\u0131 yapay zeka hatt\u0131 i\u00e7in 157 TOPS i\u015flem g\u00fcc\u00fcn\u00fc, 5G ve Wi-Fi dahil \u00e7ok y\u00f6nl\u00fc y\u00fcksek h\u0131zl\u0131 aray\u00fcz se\u00e7enekleriyle birle\u015ftiren sistem; \u00fcretim, perakende, lojistik, sa\u011fl\u0131k ve di\u011fer sekt\u00f6rlerdeki ileri d\u00fczey u\u00e7 uygulamalar\u0131 i\u00e7in idealdir.<\/p>\n<ul class=\"e-slist\">\n<li><b>157 TOPS<\/b> yapay zeka i\u015flem g\u00fcc\u00fc, \u00e7oklu e\u015fzamanl\u0131 AI hatt\u0131<\/li>\n<li><b>Fans\u0131z tasar\u0131m<\/b> \u2014 tozlu ve zorlu ortamlarda hareketli par\u00e7a riski yok<\/li>\n<li><b>5G ve Wi-Fi<\/b> dahil \u00e7ok y\u00f6nl\u00fc y\u00fcksek h\u0131zl\u0131 G\/\u00c7 aray\u00fczleri<\/li>\n<li>Kompakt kasa \u2014 makine \u00fcst\u00fc, direk veya pano i\u00e7i montaj<\/li>\n<li>\u00dcretim, perakende, lojistik ve sa\u011fl\u0131k uygulamalar\u0131 i\u00e7in do\u011frulanm\u0131\u015f<\/li>\n<\/ul>\n<div class=\"e-chips\">\n        <a class=\"e-chip\" href=\"\/b2b\/magaza\/iot\/supermicro-iot-superserver-nvidia-jetson-orin-nx-module-ars-e103-jonx-h2-01-g2-hazir-konfigurasyon\/\" style=\"color:#3FB8D6;background:rgba(114,182,38,.12);border-color:rgba(30,38,24,.4);\">ARS-E103-JONX \u00fcr\u00fcn sayfas\u0131 \u2192<\/a>\n      <\/div>\n<\/p><\/div>\n<div class=\"e-split-img\">\n      <img decoding=\"async\" src=\"\/b2b\/wp-content\/uploads\/edgeai\/SYS-ARS-E103-JONX-H-L.png\" alt=\"Supermicro ARS-E103-JONX \u2014 NVIDIA Jetson Orin NX fans\u0131z u\u00e7 AI sistemi\" loading=\"lazy\">\n    <\/div>\n<\/p><\/div>\n<\/section>\n<p><!-- GPU --><\/p>\n<section class=\"e-block\" id=\"gpu\">\n<div class=\"e-sec\">\n    <span class=\"e-kicker\">U\u00e7 i\u00e7in GPU se\u00e7enekleri<\/span><\/p>\n<h3 class=\"e-h\">Kompakt kasalara s\u0131\u011fan h\u0131zland\u0131r\u0131c\u0131lar<\/h3>\n<p class=\"e-lead\">U\u00e7 sistemlerde GPU se\u00e7imi; kasa y\u00fcksekli\u011fi, g\u00fc\u00e7 b\u00fct\u00e7esi ve so\u011futma kapasitesiyle birlikte belirlenir. D\u00fc\u015f\u00fck profilli tek slotlu kartlardan tam boy h\u0131zland\u0131r\u0131c\u0131lara kadar se\u00e7enekler mevcuttur.<\/p>\n<\/p><\/div>\n<div class=\"e-gpus\">\n<div class=\"e-gpu\"><img decoding=\"async\" src=\"\/b2b\/wp-content\/uploads\/edgeai\/gpu--t1000.png\" alt=\"NVIDIA T1000 d\u00fc\u015f\u00fck profilli GPU\" loading=\"lazy\"><b>NVIDIA T1000<\/b><span>D\u00fc\u015f\u00fck profil, d\u00fc\u015f\u00fck g\u00fc\u00e7 \u2014 kiosk ve kompakt sistemler<\/span><\/div>\n<div class=\"e-gpu\"><img decoding=\"async\" src=\"\/b2b\/wp-content\/uploads\/edgeai\/gpu--l4.png\" alt=\"NVIDIA L4 Tensor Core GPU\" loading=\"lazy\"><b>NVIDIA L4<\/b><span>72W tek slot \u2014 video ve \u00fcretken AI \u00e7\u0131kar\u0131m\u0131<\/span><\/div>\n<div class=\"e-gpu\"><img decoding=\"async\" src=\"\/b2b\/wp-content\/uploads\/edgeai\/gpu--l40s.png\" alt=\"NVIDIA L40S evrensel GPU\" loading=\"lazy\"><b>NVIDIA L40S<\/b><span>Evrensel h\u0131zland\u0131r\u0131c\u0131 \u2014 e\u011fitim, \u00e7\u0131kar\u0131m, g\u00f6rselle\u015ftirme<\/span><\/div>\n<div class=\"e-gpu\"><img decoding=\"async\" src=\"\/b2b\/wp-content\/uploads\/edgeai\/gpu--rtx-6000-ada.png\" alt=\"NVIDIA RTX 6000 Ada Generation GPU\" loading=\"lazy\"><b>RTX 6000 Ada<\/b><span>48GB \u2014 a\u011f\u0131r g\u00f6r\u00fc ve \u00fcretken AI i\u015f y\u00fckleri<\/span><\/div>\n<\/p><\/div>\n<\/section>\n<p><!-- M\u0130MAR\u0130 --><\/p>\n<section class=\"e-block alt\">\n<div class=\"e-sec\">\n    <span class=\"e-kicker\">U\u00e7tan uca mimari<\/span><\/p>\n<h3 class=\"e-h\">Supermicro + NVIDIA + Intel: b\u00fct\u00fcnle\u015fik u\u00e7 yapay zeka y\u0131\u011f\u0131n\u0131<\/h3>\n<p class=\"e-lead\">Her u\u00e7 yapay zeka kurulumunun merkezinde, \u00e7\u00f6z\u00fcm\u00fc ayakta tutan sa\u011flam ve b\u00fct\u00fcnle\u015fik bir mimari vard\u0131r. \u0130\u015flemci, GPU ve optimize bellek, Supermicro sistemlerinin dayan\u0131kl\u0131 altyap\u0131s\u0131 i\u00e7inde orkestre edilir; ara katman yaz\u0131l\u0131mlar\u0131 sistemleri mevcut i\u015f ak\u0131\u015flar\u0131na kolayca entegre eder. G\u00fcvenlik, depolama ve a\u011f bu mimarinin temel unsurlar\u0131d\u0131r \u2014 veri b\u00fct\u00fcnl\u00fc\u011f\u00fc ve iletimi hi\u00e7bir a\u015famada tehlikeye at\u0131lmaz.<\/p>\n<\/p><\/div>\n<div class=\"e-wrap\">\n<div class=\"e-pillars\">\n<div><b>Donan\u0131m katman\u0131<\/b><\/p>\n<p>CPU, GPU ve NPU mimarilerinin b\u00fct\u00fcnle\u015fik \u00e7al\u0131\u015fmas\u0131; kompakt kasalar i\u00e7in optimize h\u0131zland\u0131r\u0131c\u0131lar, fans\u0131z ve dayan\u0131kl\u0131 se\u00e7enekler.<\/p>\n<\/div>\n<div><b>Yaz\u0131l\u0131m katman\u0131<\/b><\/p>\n<p>NVIDIA AI Enterprise ve Intel OpenVINO ile h\u0131zland\u0131r\u0131lm\u0131\u015f \u00e7\u0131kar\u0131m; \u00f6l\u00e7ekli model da\u011f\u0131t\u0131m\u0131 i\u00e7in ara katman ve orkestrasyon.<\/p>\n<\/div>\n<div><b>Operasyon katman\u0131<\/b><\/p>\n<p>Uzaktan y\u00f6netim, g\u00fcvenlik, depolama ve a\u011f; y\u00fczlerce u\u00e7 noktan\u0131n merkezden izlenmesi ve g\u00fcncellenmesi.<\/p>\n<\/div><\/div>\n<\/p><\/div>\n<\/section>\n<p><!-- SSS --><\/p>\n<section class=\"e-block\" id=\"sss\">\n<div class=\"e-sec\">\n<h3 class=\"e-h\">S\u0131k sorulan sorular<\/h3>\n<\/p><\/div>\n<div class=\"e-faq\">\n<details open>\n<summary>U\u00e7 bili\u015fim ile bulut yapay zeka aras\u0131ndaki fark nedir?<\/summary>\n<div class=\"a\">Bulutta yapay zeka, verinin merkez\u00ee bir veri merkezine g\u00f6nderilip orada i\u015flenmesidir; bu yakla\u015f\u0131m gecikme yarat\u0131r, s\u00fcrekli ba\u011flant\u0131 gerektirir ve bant geni\u015fli\u011fi maliyeti do\u011furur. U\u00e7 bili\u015fimde ise i\u015flem verinin do\u011fdu\u011fu yerde yap\u0131l\u0131r: kamera, sens\u00f6r veya ma\u011faza i\u00e7indeki sistemde. Sonu\u00e7 milisaniyelik yan\u0131t s\u00fcresi, ba\u011flant\u0131 koptu\u011funda bile kesintisiz \u00e7al\u0131\u015fma ve verinin yerinde kalmas\u0131d\u0131r. \u00c7o\u011fu kurumsal senaryoda ikisi birlikte kullan\u0131l\u0131r: model e\u011fitimi merkezde, \u00e7\u0131kar\u0131m u\u00e7ta.<\/div>\n<\/details>\n<details>\n<summary>Fans\u0131z sistem ger\u00e7ekten gerekli mi, normal sunucu kullanamaz m\u0131y\u0131m?<\/summary>\n<div class=\"a\">Ortama ba\u011fl\u0131. Kontroll\u00fc bir sistem odas\u0131 veya dolab\u0131n\u0131z varsa standart k\u0131sa derinlikli sunucular uygundur. Ancak mutfak, \u00fcretim sahas\u0131, d\u0131\u015f mekan kabini veya tozlu depo gibi kontrols\u00fcz ortamlarda fans\u0131z sistemler tercih edilir: hareketli par\u00e7a olmad\u0131\u011f\u0131 i\u00e7in ar\u0131za riski ve bak\u0131m ihtiyac\u0131 d\u00fc\u015fer, toz ve nem tolerans\u0131 artar. Geni\u015f s\u0131cakl\u0131k aral\u0131\u011f\u0131nda (\u00f6rne\u011fin -40 \u00b0C&#8217;ye kadar) \u00e7al\u0131\u015fabilen dayan\u0131kl\u0131 modeller de mevcuttur.<\/div>\n<\/details>\n<details>\n<summary>Ka\u00e7 kamera ak\u0131\u015f\u0131n\u0131 tek sistemde i\u015fleyebilirim?<\/summary>\n<div class=\"a\">Sistem s\u0131n\u0131f\u0131na g\u00f6re de\u011fi\u015fir: kompakt fans\u0131z sistemlerde yakla\u015f\u0131k 8, orta s\u0131n\u0131f k\u0131sa derinlikli sunucularda 16, b\u00fcy\u00fck s\u0131n\u0131fta 32, \u00e7ok GPU&#8217;lu \u00fcst s\u0131n\u0131fta GPU ba\u015f\u0131na 48 e\u015fzamanl\u0131 ak\u0131\u015f i\u015flenebilir. Bu de\u011ferler EfficientNet-B4 benzeri bir model i\u00e7indir; kulland\u0131\u011f\u0131n\u0131z model, video \u00e7\u00f6z\u00fcn\u00fcrl\u00fc\u011f\u00fc ve s\u0131k\u0131\u015ft\u0131rma oran\u0131 sonucu do\u011frudan etkiler. Yukar\u0131daki <a href=\"#boyutlandirma\">boyutland\u0131rma tablosunu<\/a> inceleyip ihtiyac\u0131n\u0131za g\u00f6re birlikte netle\u015ftirebiliriz.<\/div>\n<\/details>\n<details>\n<summary>U\u00e7ta b\u00fcy\u00fck dil modeli (LLM) \u00e7al\u0131\u015ft\u0131rabilir miyim?<\/summary>\n<div class=\"a\">Evet. Kompakt sistemlerde 8 milyar parametreye kadar, orta s\u0131n\u0131fta 24 milyar, b\u00fcy\u00fck s\u0131n\u0131fta 48 milyar ve \u00e7ok GPU&#8217;lu sistemlerde 80 milyar parametreye kadar modeller \u00e7al\u0131\u015ft\u0131r\u0131labilir. Sesle \u00e7al\u0131\u015fan kiosk, ma\u011faza i\u00e7i asistan ve yerinde belge \u00f6zetleme gibi \u00fcretken yapay zeka senaryolar\u0131 bu kapasitelerle rahatl\u0131kla kar\u015f\u0131lan\u0131r. Daha b\u00fcy\u00fck modeller i\u00e7in merkez\u00ee GPU sunucular\u0131na veya AI i\u015f istasyonlar\u0131na y\u00f6nlendiriyoruz.<\/div>\n<\/details>\n<details>\n<summary>Y\u00fczlerce u\u00e7 noktay\u0131 nas\u0131l y\u00f6netirim?<\/summary>\n<div class=\"a\">U\u00e7 kurulumlar\u0131n en kritik konusu \u00f6l\u00e7ekli y\u00f6netimdir. Sistemler uzaktan y\u00f6netim (IPMI\/Redfish) aray\u00fczleriyle merkezden izlenebilir; konteyner tabanl\u0131 da\u011f\u0131t\u0131m ve orkestrasyon platformlar\u0131yla model g\u00fcncellemeleri t\u00fcm noktalara kontroll\u00fc bi\u00e7imde g\u00f6nderilebilir. Kurulum a\u015famas\u0131nda y\u00f6netim mimarisini de birlikte planl\u0131yoruz.<\/div>\n<\/details>\n<details>\n<summary>Mevcut kamera ve sens\u00f6r altyap\u0131mla uyumlu mu?<\/summary>\n<div class=\"a\">Genellikle evet. U\u00e7 AI sistemleri standart IP kamera ak\u0131\u015flar\u0131n\u0131 (RTSP), end\u00fcstriyel protokolleri ve mevcut VMS\/SCADA sistemlerini destekleyen yaz\u0131l\u0131mlarla \u00e7al\u0131\u015f\u0131r. Mevcut altyap\u0131n\u0131z\u0131n envanterini \u00e7\u0131kar\u0131p hangi bile\u015fenlerin korunabilece\u011fini, hangilerinin yenilenmesi gerekti\u011fini proje ba\u015f\u0131nda netle\u015ftiriyoruz.<\/div>\n<\/details>\n<details>\n<summary>Pilot bir kurulumla ba\u015flayabilir miyim?<\/summary>\n<div class=\"a\">\u00d6nerimiz de budur. Tek bir noktada (bir ma\u011faza, bir \u00fcretim hatt\u0131, bir kav\u015fak) ger\u00e7ek verinizle pilot kurulum yap\u0131l\u0131r, \u00f6l\u00e7\u00fclebilir sonu\u00e7 al\u0131n\u0131r ve ancak sonras\u0131nda yayg\u0131nla\u015ft\u0131rma karar\u0131 verilir. Pilotta kullan\u0131lan sistem ve yaz\u0131l\u0131m y\u0131\u011f\u0131n\u0131, yayg\u0131nla\u015ft\u0131rmada da aynen kullan\u0131lmaya devam eder.<\/div>\n<\/details>\n<details>\n<summary>Kurulum, entegrasyon ve destek kapsamda m\u0131?<\/summary>\n<div class=\"a\">Evet. Sistem se\u00e7imi ve boyutland\u0131rma, tedarik, kurulum, mevcut sistemlerle entegrasyon ve devreye alma hizmet kapsam\u0131ndad\u0131r. Garanti s\u00fcre\u00e7leri ve T\u00fcrk\u00e7e teknik destek GTM Teknoloji taraf\u0131ndan yerel olarak y\u00fcr\u00fct\u00fcl\u00fcr. <a href=\"\/b2b\/iletisim\/\">\u0130leti\u015fim sayfam\u0131zdan<\/a> ula\u015fabilirsiniz.<\/div>\n<\/details><\/div>\n<\/section>\n<div class=\"e-cta\">\n  <b>U\u00e7 yapay zeka projenizi birlikte boyutland\u0131ral\u0131m<\/b><\/p>\n<p>Ka\u00e7 nokta, ka\u00e7 kamera, hangi ortam ko\u015fullar\u0131 ve hangi model \u2014 bu d\u00f6rt soruyu birlikte yan\u0131tlay\u0131p size uygun sistem s\u0131n\u0131f\u0131n\u0131, GPU se\u00e7imini ve yayg\u0131nla\u015ft\u0131rma plan\u0131n\u0131 \u00e7\u0131karal\u0131m.<\/p>\n<div class=\"btns\">\n    <a class=\"b1\" href=\"\/b2b\/iletisim\/\">Boyutland\u0131rma g\u00f6r\u00fc\u015fmesi <span aria-hidden=\"true\">\u2192<\/span><\/a><br \/>\n    <a class=\"b2\" href=\"\/b2b\/urun-kategori\/gpu-server\/\">GPU sunucular\u0131 inceleyin<\/a>\n  <\/div>\n<\/div>\n<\/div>\n","protected":false},"excerpt":{"rendered":"<p>Edge AI \u00b7 U\u00e7 Bili\u015fim \u00b7 Supermicro &amp; NVIDIA \u00b7 GTM Teknoloji Yapay zeka verinindo\u011fdu\u011fu yerde \u00e7al\u0131\u015fs\u0131n. U\u00e7 bili\u015fim, hesaplamay\u0131 [&hellip;]<\/p>\n","protected":false},"author":0,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"_acf_changed":false,"site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"default","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"class_list":["post-12668","page","type-page","status-publish","hentry"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Edge AI \u00c7\u00f6z\u00fcmleri | U\u00e7 Bili\u015fimde Yapay Zeka Sunucular\u0131 \u2014 GTM Teknoloji<\/title>\n<meta name=\"description\" content=\"Perakende, \u00fcretim, sa\u011fl\u0131k ve ak\u0131ll\u0131 \u015fehir i\u00e7in u\u00e7 yapay zeka sistemleri: fans\u0131z kompakt kutulardan 8 GPU&#039;lu sunuculara. 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