{"id":5771,"date":"2020-06-06T03:32:32","date_gmt":"2020-06-06T03:32:32","guid":{"rendered":"https:\/\/www.thegioimaychu.vn\/blog\/?p=5771"},"modified":"2020-06-06T03:37:46","modified_gmt":"2020-06-06T03:37:46","slug":"nvidia-egx-dang-hinh-thanh-he-than-kinh-trung-uong-cua-cac-nganh-cong-nghiep-nhu-the-nao","status":"publish","type":"post","link":"https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/nvidia-egx-dang-hinh-thanh-he-than-kinh-trung-uong-cua-cac-nganh-cong-nghiep-nhu-the-nao-p5771\/","title":{"rendered":"NVIDIA EGX \u0111ang h\u00ecnh th\u00e0nh &#8220;h\u1ec7 th\u1ea7n kinh trung \u01b0\u01a1ng&#8221; c\u1ee7a c\u00e1c ng\u00e0nh c\u00f4ng nghi\u1ec7p nh\u01b0 th\u1ebf n\u00e0o?"},"content":{"rendered":"<style>.iblink{color:#975!important;}.iblink:hover{color:orange!important;}<\/style><p>S\u1ef1 thay \u0111\u1ed5i l\u1edbn tr\u00ean m\u1ecdi ng\u00e0nh c\u00f4ng nghi\u1ec7p \u0111ang \u0111\u01b0\u1ee3c th\u00fac \u0111\u1ea9y b\u1edfi vi\u1ec7c \u00e1p d\u1ee5ng c\u00e1c c\u1ea3m bi\u1ebfn IoT \u0111ang n\u1edf r\u1ed9 tr\u00ean to\u00e0n c\u1ea7u, bao g\u1ed3m camera \u0111\u1ec3 quan s\u00e1t, micro \u0111\u1ec3 nghe v\u00e0 m\u1ed9t lo\u1ea1t c\u00e1c thi\u1ebft b\u1ecb th\u00f4ng minh kh\u00e1c gi\u00fap doanh nghi\u1ec7p nh\u1eadn th\u1ee9c v\u00e0 hi\u1ec3u nh\u1eefng g\u00ec \u0111ang x\u1ea3y ra trong th\u1ebf gi\u1edbi th\u1ef1c.<\/p>\n<p>L\u01b0\u1ee3ng d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c t\u1ea1o ra \u1edf r\u00eca \u0111ang t\u0103ng theo c\u1ea5p s\u1ed1 nh\u00e2n.\u00a0C\u00e1ch duy nh\u1ea5t \u0111\u1ec3 x\u1eed l\u00fd d\u1eef li\u1ec7u kh\u1ed5ng l\u1ed3 n\u00e0y trong th\u1eddi gian th\u1ef1c l\u00e0 b\u1eb1ng c\u00e1ch \u0111\u1eb7t c\u00e1c m\u00e1y ch\u1ee7 g\u1ea7n \u0111i\u1ec3m h\u00e0nh \u0111\u1ed9ng v\u00e0 b\u1eb1ng c\u00e1ch khai th\u00e1c s\u1ee9c m\u1ea1nh t\u00ednh to\u00e1n to l\u1edbn c\u1ee7a GPU.<\/p>\n<p>Trung t\u00e2m d\u1eef li\u1ec7u doanh nghi\u1ec7p trong t\u01b0\u01a1ng lai s\u1ebd kh\u00f4ng c\u00f3 10.000 m\u00e1y ch\u1ee7 t\u1ea1i m\u1ed9t \u0111\u1ecba \u0111i\u1ec3m, nh\u01b0ng m\u1ed9t ho\u1eb7c nhi\u1ec1u m\u00e1y ch\u1ee7 tr\u00ean 10.000 \u0111\u1ecba \u0111i\u1ec3m kh\u00e1c nhau.\u00a0Ch\u00fang s\u1ebd n\u1eb1m trong c\u00e1c t\u00f2a nh\u00e0 v\u0103n ph\u00f2ng, nh\u00e0 m\u00e1y, nh\u00e0 kho, th\u00e1p di \u0111\u1ed9ng, tr\u01b0\u1eddng h\u1ecdc, c\u1eeda h\u00e0ng v\u00e0 ng\u00e2n h\u00e0ng. Ch\u00fang s\u1ebd ph\u00e1t hi\u1ec7n k\u1eb9t xe v\u00e0 ch\u00e1y r\u1eebng, \u0111\u1ecbnh tuy\u1ebfn giao th\u00f4ng an to\u00e0n v\u00e0 ng\u0103n ng\u1eeba t\u1ed9i ph\u1ea1m.<\/p>\n<p>B\u1eb1ng c\u00e1ch \u0111\u1eb7t m\u1ed9t m\u1ea1ng l\u01b0\u1edbi c\u00e1c m\u00e1y ch\u1ee7 ph\u00e2n t\u00e1n, n\u01a1i d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c truy\u1ec1n t\u1eeb h\u00e0ng tr\u0103m c\u1ea3m bi\u1ebfn, doanh nghi\u1ec7p c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng thi\u1ebft l\u1eadp m\u1ea1ng c\u1ee7a c\u00e1c trung t\u00e2m d\u1eef li\u1ec7u \u1edf r\u00eca \u0111\u1ec3 k\u00edch ho\u1ea1t c\u00e1c ph\u1ea3n \u1ee9ng ngay t\u1ee9c th\u1eddi v\u1edbi s\u1ef1 h\u1ed7 tr\u1ee3 c\u1ee7a AI.\u00a0Ngo\u00e0i ra, b\u1eb1ng c\u00e1ch x\u1eed l\u00fd d\u1eef li\u1ec7u \u1edf r\u00eca, c\u00e1c m\u1ed1i lo ng\u1ea1i v\u1ec1 quy\u1ec1n ri\u00eang t\u01b0 \u0111\u01b0\u1ee3c gi\u1ea3m nh\u1eb9 v\u00e0 c\u00e1c v\u1ea5n \u0111\u1ec1 li\u00ean quan \u0111\u1ebfn ch\u1ee7 quy\u1ec1n d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c \u0111\u1eb7t ra.<\/p>\n<p>C\u00e1c m\u00e1y ch\u1ee7 bi\u00ean (edge server) thi\u1ebfu c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng b\u1ea3o m\u1eadt v\u1eadt l\u00fd m\u00e0 IT doanh nghi\u1ec7p \u0111\u01b0\u1ee3c c\u1ea5p.\u00a0V\u00e0 c\u00e1c c\u00f4ng ty thi\u1ebfu ng\u00e2n s\u00e1ch \u0111\u1ec3 \u0111\u1ea7u t\u01b0 v\u00e0o \u0111\u1ed9i ng\u0169\u00a0 nh\u00e2n vi\u00ean IT chuy\u00ean \u0111i th\u1ef1c \u0111\u1ecba \u0111\u1ec3 qu\u1ea3n l\u00fd c\u00e1c h\u1ec7 th\u1ed1ng t\u1eeb xa n\u00e0y.\u00a0V\u00ec v\u1eady, c\u00e1c m\u00e1y ch\u1ee7 c\u1ea1nh c\u1ea7n \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 t\u1ef1 b\u1ea3o m\u1eadt v\u00e0 d\u1ec5 d\u00e0ng c\u1eadp nh\u1eadt, qu\u1ea3n l\u00fd v\u00e0 tri\u1ec3n khai t\u1eeb xa.<\/p>\n<p>Th\u00eam v\u00e0o \u0111\u00f3, c\u00e1c h\u1ec7 th\u1ed1ng AI c\u1ea7n ph\u1ea3i \u0111\u01b0\u1ee3c v\u1eadn h\u00e0nh m\u1ecdi l\u00fac, v\u1edbi th\u1eddi gian ch\u1ebft (downtime) b\u1eb1ng kh\u00f4ng.<\/p>\n<p>NVIDIA \u0111\u00e3 x\u00e2y d\u1ef1ng\u00a0n\u1ec1n t\u1ea3ng NVIDIA EGX Edge AI\u00a0\u0111\u1ec3 \u0111\u1ea3m b\u1ea3o v\u1ec1 b\u1ea3o m\u1eadt v\u00e0 kh\u1ea3 n\u0103ng ph\u1ee5c h\u1ed3i tr\u00ean ph\u1ea1m vi to\u00e0n c\u1ea7u.\u00a0B\u1eb1ng c\u00e1ch \u0111\u01a1n gi\u1ea3n h\u00f3a vi\u1ec7c tri\u1ec3n khai v\u00e0 qu\u1ea3n l\u00fd, NVIDIA EGX cho ph\u00e9p c\u00e1c \u1ee9ng d\u1ee5ng AI lu\u00f4n \u1edf tr\u1ea1ng th\u00e1i b\u1eadt \u0111\u1ec3 t\u1ef1 \u0111\u1ed9ng h\u00f3a c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng quan tr\u1ecdng trong t\u01b0\u01a1ng lai.\u00a0N\u1ec1n t\u1ea3ng n\u00e0y l\u00e0 m\u1ed9t n\u1ec1n t\u1ea3ng ph\u1ea7n m\u1ec1m c\u00f3 ngu\u1ed3n g\u1ed1c Kubernetes v\u00e0 container mang n\u1ec1n t\u1ea3ng AI \u0111\u01b0\u1ee3c t\u0103ng t\u1ed1c b\u1eb1ng GPU \u0111\u1ebfn v\u1edbi m\u1ecdi th\u1ee9, t\u1eeb m\u00e1y ch\u1ee7 x86 dual-socket \u0111\u1ebfn\u00a0NVIDIA Jetson SoC d\u1ef1a tr\u00ean ARM.<\/p>\n<p>Cho \u0111\u1ebfn nay, c\u00f3 h\u01a1n 20 nh\u00e0 cung c\u1ea5p m\u00e1y ch\u1ee7 x\u00e2y d\u1ef1ng c\u00e1c m\u00e1y ch\u1ee7 edge v\u00e0 micro-edge \u0111\u01b0\u1ee3c h\u1ed7 tr\u1ee3 b\u1edfi EGX, bao g\u1ed3m ADLINK, Eclech,\u00a0Atos, AVerMedia, Cisco, Connect Tech,\u00a0Dell Technologies\u00a0, Diamond Systems, Fujitsu, Gigabyte, Hewlett Packard Enterprise,\u00a0Inspur, Lenovo,\u00a0Quanta Technologies\u00a0v\u00e0 <a class=\"iblink\" href=\"\/supermicro\/\">Supermicro<\/a>.\u00a0C\u0169ng nh\u01b0 h\u00e0ng ch\u1ee5c \u0111\u1ed1i t\u00e1c b\u1ea3o m\u1eadt m\u1ea1ng v\u00e0 \u0111\u00e1m m\u00e2y lai trong h\u1ec7 sinh th\u00e1i c\u1ea1nh bi\u00ean NVIDIA, nh\u01b0 Canonical, Check Point,\u00a0Excelero,\u00a0Guardicore,\u00a0IBM,\u00a0Nuage Networks, Nutanix, Palo Alto Networks, Rancher,\u00a0Red Hat, VMware,\u00a0Weka\u00a0v\u00e0\u00a0Wind River.<\/p>\n<p>Ngo\u00e0i ra c\u00f2n c\u00f3 h\u00e0ng tr\u0103m \u1ee9ng d\u1ee5ng AI v\u00e0 nh\u00e0 cung c\u1ea5p gi\u1ea3i ph\u00e1p t\u00edch h\u1ee3p \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng tr\u00ean NVIDIA EGX \u0111\u1ec3 cung c\u1ea5p c\u00e1c d\u1ecbch v\u1ee5 \u0111\u1eb7c th\u00f9 theo ng\u00e0nh cho c\u00e1c doanh nghi\u1ec7p tr\u00ean to\u00e0n c\u1ea7u.<\/p>\n<p>C\u00e1c doanh nghi\u1ec7p v\u1eadn h\u00e0nh n\u1ec1n t\u1ea3ng AI c\u1ea7n ph\u1ea3i b\u1ea3o v\u1ec7 kh\u00f4ng ch\u1ec9 d\u1eef li\u1ec7u kh\u00e1ch h\u00e0ng, m\u00e0 c\u1ea3 c\u00e1c AI model gi\u00fap chuy\u1ec3n \u0111\u1ed5i d\u1eef li\u1ec7u th\u00e0nh h\u00e0nh \u0111\u1ed9ng.\u00a0B\u1eb1ng c\u00e1ch k\u1ebft h\u1ee3p NVIDIA Mellanox SmartNIC, ti\u00eau chu\u1ea9n c\u00f4ng nghi\u1ec7p \u0111\u1ec3 k\u1ebft n\u1ed1i m\u1ea1ng hi\u1ec7u su\u1ea5t cao, an to\u00e0n, v\u1edbi b\u1ed9 x\u1eed l\u00fd AI th\u00e0nh NVIDIA EGX A100, m\u1ed9t b\u1ed9 x\u1eed l\u00fd t\u0103ng t\u1ed1c h\u1ed9i t\u1ee5 k\u1ebft h\u1ee3p, NVIDIA cho bi\u1ebft h\u1ecd s\u1ebd gi\u1edbi thi\u1ec7u nh\u1eefng c\u1ea3i ti\u1ebfn m\u1edbi c\u01a1 b\u1ea3n cho AI \u1edf ngo\u00e0i r\u00eca.<\/p>\n<figure style=\"width: 672px\" class=\"wp-caption aligncenter\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2020\/06\/tgmc-blog-5ed9c16a90661.jpg\" alt=\"B\u1ed9 t\u0103ng t\u1ed1c h\u1ed9i t\u1ee5 NVIDIA EGX A100\" width=\"672\" height=\"403\" \/><figcaption class=\"wp-caption-text\">NVIDIA EGX A100<\/figcaption><\/figure>\n<h2><b>T\u0103ng c\u01b0\u1eddng b\u1ea3o m\u1eadt v\u00e0 hi\u1ec7u su\u1ea5t<\/b><\/h2>\n<p>Kh\u1edfi \u0111\u1ed9ng an to\u00e0n, \u0111\u01b0\u1ee3c x\u00e1c th\u1ef1c cho GPU v\u00e0 SmartNIC t\u1eeb\u00a0&#8220;root-of-trust&#8221; \u1edf m\u1ee9c hardware \u0111\u1ea3m b\u1ea3o firmware v\u00e0 v\u00f2ng \u0111\u1eddi c\u1ee7a thi\u1ebft b\u1ecb \u0111\u01b0\u1ee3c qu\u1ea3n l\u00fd an to\u00e0n.\u00a0C\u00f4ng ngh\u1ec7 Tensor Core th\u1ebf h\u1ec7 th\u1ee9 ba trong ki\u1ebfn \u200b\u200btr\u00fac NVIDIA Ampere mang l\u1ea1i hi\u1ec7u su\u1ea5t AI \u0111\u1ea7u ng\u00e0nh.\u00a0C\u1ee5 th\u1ec3 v\u1edbi EGX A100, c\u00f4ng c\u1ee5 b\u1ea3o m\u1eadt GPU m\u1edbi gi\u00fap n\u1ea1p v\u00e0o c\u00e1c m\u00f4 h\u00ecnh AI \u0111\u01b0\u1ee3c m\u00e3 h\u00f3a v\u00e0 m\u00e3 h\u00f3a t\u1ea5t c\u1ea3 c\u00e1c \u0111\u1ea7u ra t\u1eeb AI, ng\u0103n ch\u1eb7n c\u00e1c m\u1ed1i \u0111e d\u1ecda v\u1ec1 tr\u1ed9m c\u1eafp d\u1eef li\u1ec7u.<\/p>\n<p>Khi \u0111i\u1ec7n to\u00e1n bi\u00ean d\u1ea7n xu\u1ea5t hi\u1ec7n c\u00e1c c\u1ea3m bi\u1ebfn c\u00f3 \u0111\u1ed9 ph\u00e2n gi\u1ea3i cao \u0111\u01b0\u1ee3c m\u00e3 h\u00f3a, SmartNIC h\u1ed7 tr\u1ee3 inline\u00a0cryptographic acceleration \u1edf t\u1ed1c \u0111\u1ed9 \u0111\u01b0\u1eddng truy\u1ec1n.\u00a0\u0110i\u1ec1u n\u00e0y cho ph\u00e9p c\u00e1c ngu\u1ed3n c\u1ea5p d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c m\u00e3 h\u00f3a \u0111\u01b0\u1ee3c gi\u1ea3i m\u00e3 v\u00e0 g\u1eedi tr\u1ef1c ti\u1ebfp v\u00e0o b\u1ed9 nh\u1edb GPU, b\u1ecf qua b\u1ed9 nh\u1edb CPU v\u00e0 h\u1ec7 th\u1ed1ng.<\/p>\n<p>C\u00e1c c\u1ea1nh c\u0169ng \u0111\u00f2i h\u1ecfi m\u1ed9t m\u1ee9c \u0111\u1ed9 b\u1ea3o m\u1eadt cao h\u01a1n \u0111\u1ec3 b\u1ea3o v\u1ec7 ch\u1ed1ng l\u1ea1i c\u00e1c m\u1ed1i \u0111e d\u1ecda t\u1eeb c\u00e1c thi\u1ebft b\u1ecb kh\u00e1c tr\u00ean m\u1ea1ng.\u00a0V\u1edbi kh\u1ea3 n\u0103ng gi\u1ea3m t\u1ea3i cho t\u01b0\u1eddng l\u1eeda c\u00f3 th\u1ec3 c\u1ea5u h\u00ecnh l\u1ea1i linh ho\u1ea1t trong ph\u1ea7n c\u1ee9ng, SmartNIC cung c\u1ea5p hi\u1ec7u qu\u1ea3 tuy\u1ebfn ph\u00f2ng th\u1ee7 \u0111\u1ea7u ti\u00ean cho \u0111\u00e1m m\u00e2y lai, \u0111\u1ea3m b\u1ea3o k\u1ebft n\u1ed1i m\u1ea1ng l\u01b0\u1edbi d\u1ecbch v\u1ee5 an to\u00e0n.<\/p>\n<p>C\u00f4ng\u00a0ngh\u1ec7 v\u1eadn chuy\u1ec3n \u0111\u01b0\u1ee3c k\u00edch ho\u1ea1t theo th\u1eddi gian\u00a0c\u1ee7a NVIDIA Mellanox\u00a0cho c\u00e1c telco\u00a0(5T cho 5G) \u0111\u1ea3m b\u1ea3o c\u00e1c gi\u1ea3i ph\u00e1p th\u01b0\u01a1ng m\u1ea1i c\u00f3 th\u1ec3 \u0111\u00e1p \u1ee9ng c\u00e1c tr\u01b0\u1eddng h\u1ee3p s\u1eed d\u1ee5ng nh\u1ea1y c\u1ea3m nh\u1ea5t v\u1edbi th\u1eddi gian cho 5G vRAN v\u1edbi NVIDIA\u00a0Aerial SDK.\u00a0\u0110i\u1ec1u n\u00e0y s\u1ebd d\u1eabn \u0111\u1ebfn m\u1ed9t l\u00e0n s\u00f3ng m\u1edbi c\u1ee7a CloudRAN trong ng\u00e0nh vi\u1ec5n th\u00f4ng.<\/p>\n<p>V\u1edbi GPU NVIDIA Ampere v\u00e0 Mellanox ConnectX-6 D tr\u00ean m\u1ed9t s\u1ea3n ph\u1ea9m h\u1ed9i t\u1ee5, EGX A100 mang \u0111\u1ebfn kh\u1ea3 n\u0103ng x\u1eed l\u00fd g\u00f3i th\u00f4ng l\u01b0\u1ee3ng cao, \u0111\u1ed9 tr\u1ec5 th\u1ea5p cho b\u1ea3o m\u1eadt v\u00e0 ch\u1ee9c n\u0103ng m\u1ea1ng \u1ea3o.<\/p>\n<h2><b>Tri\u1ec3n khai \u0111\u01a1n gi\u1ea3n, qu\u1ea3n l\u00fd v\u00e0 b\u1ea3o m\u1eadt \u1edf quy m\u00f4<\/b><\/h2>\n<p>Th\u00f4ng qua\u00a0NGC, danh m\u1ee5c c\u00e1c container \u0111\u01b0\u1ee3c t\u1ed1i \u01b0u h\u00f3a GPU c\u1ee7a NVIDIA, ch\u00fang t\u00f4i cung c\u1ea5p c\u00e1c application framework chu\u1ea9n c\u00f4ng nghi\u1ec7p v\u00e0 b\u1ed9 c\u00f4ng c\u1ee5 AI chuy\u00ean d\u1ee5ng \u0111\u1ec3 \u0111\u01a1n gi\u1ea3n h\u00f3a vi\u1ec7c b\u1eaft \u0111\u1ea7u v\u00e0 \u0111i\u1ec1u ch\u1ec9nh c\u00e1c \u1ee9ng d\u1ee5ng AI sang m\u00f4i tr\u01b0\u1eddng bi\u00ean m\u1edbi.\u00a0Ch\u00fang c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng c\u00f9ng nhau ho\u1eb7c ri\u00eang l\u1ebb v\u00e0 m\u1edf ra c\u00e1c kh\u1ea3 n\u0103ng m\u1edbi cho nhi\u1ec1u tr\u01b0\u1eddng h\u1ee3p s\u1eed d\u1ee5ng \u1edf v\u00f9ng bi\u00ean.<\/p>\n<p>V\u00e0 v\u1edbi NGC Private Registry, c\u00e1c \u1ee9ng d\u1ee5ng c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c k\u00fd tr\u01b0\u1edbc khi xu\u1ea5t b\u1ea3n \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o ch\u00fang kh\u00f4ng b\u1ecb gi\u1ea3 m\u1ea1o trong qu\u00e1 tr\u00ecnh v\u1eadn chuy\u1ec3n, sau \u0111\u00f3 \u0111\u01b0\u1ee3c x\u00e1c th\u1ef1c tr\u01b0\u1edbc khi ch\u1ea1y \u1edf r\u00eca. NGC Private Registry c\u0169ng h\u1ed7 tr\u1ee3 phi\u00ean b\u1ea3n m\u00f4 h\u00ecnh v\u00e0 m\u00e3 h\u00f3a, v\u00ec v\u1eady c\u00e1c c\u1eadp nh\u1eadt m\u00f4 h\u00ecnh nh\u1eb9 c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c g\u1eedi nhanh ch\u00f3ng v\u00e0 an to\u00e0n.<\/p>\n<p>T\u01b0\u01a1ng lai c\u1ee7a \u0111i\u1ec7n to\u00e1n bi\u00ean \u0111\u00f2i h\u1ecfi c\u00e1c h\u1ec7 th\u1ed1ng an to\u00e0n, c\u00f3 th\u1ec3 m\u1edf r\u1ed9ng, linh ho\u1ea1t, d\u1ec5 qu\u1ea3n l\u00fd c\u1ee7a c\u00e1c h\u1ec7 th\u1ed1ng h\u1ed7 tr\u1ee3 cho AI ho\u1ea1t \u0111\u1ed9ng \u1edf ngo\u00e0i r\u00eca m\u1ea1ng.\u00a0B\u1eb1ng c\u00e1ch k\u1ebft h\u1ee3p kh\u1ea3 n\u0103ng t\u0103ng t\u1ed1c k\u1ebft h\u1ee3p c\u1ee7a GPU NVIDIA v\u00e0 NVIDIA Mellanox SmartNIC c\u00f9ng v\u1edbi NVIDIA EGX, NVIDIA \u0111ang x\u00e2y d\u1ef1ng c\u1ea3 n\u1ec1n t\u1ea3ng v\u00e0 h\u1ec7 sinh th\u00e1i \u0111\u1ec3 t\u1ea1o th\u00e0nh &#8220;h\u1ec7 th\u1ed1ng th\u1ea7n kinh&#8221; AI c\u1ee7a m\u1ecdi ng\u00e0nh c\u00f4ng nghi\u1ec7p tr\u00ean to\u00e0n c\u1ea7u.<\/p>\n<p>T\u00ecm hi\u1ec3u th\u00eam v\u1ec1 NVIDIA EGX trong video ch\u00ednh c\u1ee7a GTC 2020:<\/p>\n<p><iframe loading=\"lazy\" src=\"https:\/\/www.youtube.com\/embed\/phP_c3zi82g\" width=\"560\" height=\"315\" frameborder=\"0\" allowfullscreen=\"allowfullscreen\"><\/iframe><\/p>\n<p><em>Ngu\u1ed3n<\/em>\u00a0NVIDIA Blog<\/p>\n<div>____<br \/><b>B\u00e0i vi\u1ebft li\u00ean quan<\/b><\/div>\n<ul>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=23415\">B\u01b0\u1edbc v\u00e0o k\u1ef7 nguy\u00ean tr\u1ee3 l\u00fd AI c\u00e1 nh\u00e2n &#8211; so s\u00e1nh chi ti\u1ebft NVIDIA RTX Spark v\u00e0 DGX Spark<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=23322\">NVIDIA RTX PRO 4500 Blackwell Server Edition: B\u01b0\u1edbc nh\u1ea3y v\u1ecdt t\u1eeb th\u1ebf h\u1ec7 L4 cho h\u1ea1 t\u1ea7ng AI suy lu\u1eadn hi\u1ec7u n\u0103ng cao<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=23119\">NVIDIA NGC\u2011ready Low\u2011latency Edge AI: Gi\u1ea3i ph\u00e1p cho Retail, Manufacturing v\u00e0 Smart Cities<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=23110\">So s\u00e1nh s\u1ee9c m\u1ea1nh c\u1ee7a m\u00e1y t\u00ednh AI DGX Spark v\u1edbi c\u00e1c card GPU m\u00e1y tr\u1ea1m chuy\u00ean nghi\u1ec7p c\u1ee7a NVIDIA<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=22969\">T\u1eeb Orin \u0111\u1ebfn Thor: B\u01b0\u1edbc nh\u1ea3y v\u1ecdt ki\u1ebfn tr\u00fac c\u1ee7a NVIDIA JetPack 7.0 v\u00e0 t\u01b0\u01a1ng lai c\u1ee7a robot h\u00ecnh ng\u01b0\u1eddi<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=22887\">T\u1ea1i sao g\u1ecdi NVIDIA DGX Spark l\u00e0 Si\u00eau m\u00e1y t\u00ednh AI c\u00e1 nh\u00e2n?<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>S&#7921; thay &#273;&#7893;i l&#7899;n tr&ecirc;n m&#7885;i ng&agrave;nh c&ocirc;ng nghi&#7879;p &#273;ang &#273;&#432;&#7907;c th&uacute;c &#273;&#7849;y b&#7903;i vi&#7879;c &aacute;p d&#7909;ng c&aacute;c c&#7843;m bi&#7871;n IoT &#273;ang n&#7903; r&#7897; tr&ecirc;n to&agrave;n c&#7847;u, bao g&#7891;m camera &#273;&#7875; quan s&aacute;t, micro &#273;&#7875; nghe v&agrave; m&#7897;t lo&#7841;t c&aacute;c thi&#7871;t b&#7883; th&ocirc;ng minh kh&aacute;c gi&uacute;p doanh nghi&#7879;p nh&#7853;n th&#7913;c v&agrave; hi&#7875;u nh&#7919;ng g&igrave; &#273;ang&#8230;<\/p>\n","protected":false},"author":2,"featured_media":5773,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[3,1],"tags":[675,387,1314],"class_list":["post-5771","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-hpc","category-tong-hop","tag-edge-computing","tag-egx","tag-nvidia"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>NVIDIA EGX \u0111ang h\u00ecnh th\u00e0nh &quot;h\u1ec7 th\u1ea7n kinh trung \u01b0\u01a1ng&quot; c\u1ee7a c\u00e1c ng\u00e0nh c\u00f4ng nghi\u1ec7p nh\u01b0 th\u1ebf n\u00e0o? - Blog | TheGioiMayChu<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/nvidia-egx-dang-hinh-thanh-he-than-kinh-trung-uong-cua-cac-nganh-cong-nghiep-nhu-the-nao-p5771\/\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:title\" content=\"NVIDIA EGX \u0111ang h\u00ecnh th\u00e0nh &quot;h\u1ec7 th\u1ea7n kinh trung \u01b0\u01a1ng&quot; c\u1ee7a c\u00e1c ng\u00e0nh c\u00f4ng nghi\u1ec7p nh\u01b0 th\u1ebf n\u00e0o? - Blog | TheGioiMayChu\" \/>\n<meta name=\"twitter:description\" content=\"S&#7921; thay &#273;&#7893;i l&#7899;n tr&ecirc;n m&#7885;i ng&agrave;nh c&ocirc;ng nghi&#7879;p &#273;ang &#273;&#432;&#7907;c th&uacute;c &#273;&#7849;y b&#7903;i vi&#7879;c &aacute;p d&#7909;ng c&aacute;c c&#7843;m bi&#7871;n IoT &#273;ang n&#7903; r&#7897; tr&ecirc;n to&agrave;n c&#7847;u, bao g&#7891;m camera &#273;&#7875; quan s&aacute;t, micro &#273;&#7875; nghe v&agrave; m&#7897;t lo&#7841;t c&aacute;c thi&#7871;t b&#7883; th&ocirc;ng minh kh&aacute;c gi&uacute;p doanh nghi&#7879;p nh&#7853;n th&#7913;c v&agrave; hi&#7875;u nh&#7919;ng g&igrave; &#273;ang...\" \/>\n<meta name=\"twitter:image\" content=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2020\/06\/tgmc-blog-5ed9c169c1ebc.jpg\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Vanito Hoang\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"10 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/ai-hpc\\\/nvidia-egx-dang-hinh-thanh-he-than-kinh-trung-uong-cua-cac-nganh-cong-nghiep-nhu-the-nao-p5771\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/ai-hpc\\\/nvidia-egx-dang-hinh-thanh-he-than-kinh-trung-uong-cua-cac-nganh-cong-nghiep-nhu-the-nao-p5771\\\/\"},\"author\":{\"name\":\"Vanito Hoang\",\"@id\":\"https:\\\/\\\/thegioimaychu.vn\\\/blog\\\/#\\\/schema\\\/person\\\/feccec179330cfebfaa805639a357d18\"},\"headline\":\"NVIDIA EGX \u0111ang h\u00ecnh th\u00e0nh &#8220;h\u1ec7 th\u1ea7n kinh trung \u01b0\u01a1ng&#8221; 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