{"id":9983,"date":"2021-08-02T08:52:54","date_gmt":"2021-08-02T08:52:54","guid":{"rendered":"https:\/\/www.thegioimaychu.vn\/blog\/?p=9983"},"modified":"2021-08-02T08:52:54","modified_gmt":"2021-08-02T08:52:54","slug":"dat-du-lieu-vao-trong-tay-nguoi-thuyen-truong-co-the-lam-thay-doi-moi-thu","status":"publish","type":"post","link":"https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/dat-du-lieu-vao-trong-tay-nguoi-thuyen-truong-co-the-lam-thay-doi-moi-thu-p9983\/","title":{"rendered":"\u0110\u1eb7t d\u1eef li\u1ec7u v\u00e0o trong tay ng\u01b0\u1eddi thuy\u1ec1n tr\u01b0\u1edfng c\u00f3 th\u1ec3 l\u00e0m thay \u0111\u1ed5i m\u1ecdi th\u1ee9"},"content":{"rendered":"<style>.iblink{color:#975!important;}.iblink:hover{color:orange!important;}<\/style><p>Khi ng\u01b0\u1eddi thuy\u1ec1n tr\u01b0\u1edfng c\u00f3 d\u1eef li\u1ec7u \u0111\u1ea7y \u0111\u1ee7 \u1edf trong tay, \u0111\u00f3 s\u1ebd l\u00e0 m\u1ed9t h\u00e0nh tr\u00ecnh su\u00f4n s\u1ebb. N\u1ebfu kh\u00f4ng, b\u1ea1n c\u00f3 nguy c\u01a1 tr\u1ea3i qua m\u1ed9t chuy\u1ebfn \u0111i \u0111\u1ea7y s\u00f3ng gi\u00f3.\u00a0S\u1ef1 b\u00f9ng n\u1ed5 c\u1ee7a Chuy\u1ec3n \u0111\u1ed5i s\u1ed1 \u0111ang th\u00fac \u0111\u1ea9y s\u1ef1 gia t\u0103ng m\u1ea1nh m\u1ebd v\u00e0o vi\u1ec7c \u0111\u1ea7u t\u01b0 v\u00f4 c\u00f4ng ngh\u1ec7 <a class=\"iblink\" href=\"\/blog\/tag\/ai\/\">tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<\/a> (AI) v\u00e0 h\u1ecdc m\u00e1y (ML) khi c\u00e1c doanh nghi\u1ec7p t\u00ecm ki\u1ebfm l\u1ee3i th\u1ebf c\u1ea1nh tranh m\u1edbi.<\/p>\n<p>Tuy nhi\u00ean, vi\u1ec7c \u00e1p d\u1ee5ng c\u00e1c s\u00e1ng ki\u1ebfn \u200b\u200bd\u1ef1a tr\u00ean AI \/ ML c\u00f3 th\u1ec3 l\u00e0 m\u1ed9t th\u00e1ch th\u1ee9c l\u1edbn trong b\u1ed1i c\u1ea3nh l\u0129nh v\u1ef1c IT \u0111ang thay \u0111\u1ed5i ch\u00f3ng m\u1eb7t. Vi\u1ec7c chuy\u1ec3n t\u1eeb giai \u0111o\u1ea1n POC sang c\u00f4ng \u0111o\u1ea1n Production th\u01b0\u1eddng r\u1ea5t kh\u00f3 kh\u0103n.\u00a0C\u00e1c h\u1ec7 th\u1ed1ng kh\u00f3 t\u1ed1i \u01b0u h\u00f3a ho\u1eb7c kh\u00f4ng th\u1ec3 m\u1edf r\u1ed9ng theo t\u1ed1c \u0111\u1ed9 th\u1ef1c hi\u1ec7n m\u00e0 doanh nghi\u1ec7p c\u1ea7n, v\u00e0 c\u00e1c nh\u00e0 l\u00e3nh \u0111\u1ea1o b\u1eaft \u0111\u1ea7u b\u1eadn t\u00e2m nhi\u1ec1u v\u1ec1 v\u1ea5n \u0111\u1ec1 qu\u1ea3n tr\u1ecb, c\u00e1c quy \u0111\u1ecbnh v\u1ec1 d\u1eef li\u1ec7u \u0111\u1ed1i v\u1edbi m\u1ed9t l\u01b0\u1ee3ng l\u1edbn d\u1eef li\u1ec7u phi c\u1ea5u tr\u00fac.\u00a0V\u1eady t\u1ea1i sao c\u00e1c t\u1ed5 ch\u1ee9c v\u1eabn neo ch\u1eb7t v\u1edbi vi\u1ec7c \u1ee9ng d\u1ee5ng n\u00e0y?\u00a0B\u1edfi v\u00ec n\u00f3 th\u1ef1c s\u1ef1 ho\u1ea1t \u0111\u1ed9ng.\u00a0Nh\u00f3m Chi\u1ebfn l\u01b0\u1ee3c Doanh nghi\u1ec7p (ESG) g\u1ea7n \u0111\u00e2y b\u00e1o c\u00e1o r\u1eb1ng 82% doanh nghi\u1ec7p ghi nh\u1eadn \u0111\u01b0\u1ee3c l\u1ee3i \u00edch t\u1eeb AI \/ ML trong s\u00e1u th\u00e1ng ho\u1eb7c \u00edt h\u01a1n sau khi tri\u1ec3n khai. M\u1ee9c \u0111\u1ed9 th\u00e0nh c\u00f4ng n\u00e0y \u0111ang th\u00fac \u0111\u1ea9y s\u1ef1 quan t\u00e2m v\u00e0 \u0111\u1ea7u t\u01b0 v\u00e0o qu\u00e1 tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i s\u1ed1 h\u01b0\u1edbng \u0111\u1ebfn d\u1eef li\u1ec7u n\u00e0y.<\/p>\r\n\t\t\t\t<div class=\"tgmcad hor\" style=\"text-align:center;margin:30px 0; padding: 10px 0; border-radius:5px; border-top:solid 1px #ccc; border-bottom:solid 1px #ccc; \">\r\n\t\t\t\t<a href=\"https:\/\/thegioimaychu.vn\/giai-phap\/deep-learning\/\"><img decoding=\"async\" alt=\"Gi\u1ea3i ph\u00e1p h\u1ea1 t\u1ea7ng Deep Learning, Tr\u00ed tu\u1ec7 Nh\u00e2n t\u1ea1o - AI\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2019\/11\/tgmc-deep-learning.jpg\" \/><\/a>\r\n\t\t\t\t<\/div>\n<p>Tuy nhi\u00ean, qu\u00e1 tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i n\u00e0y c\u00f3 th\u1ec3 b\u1ecb \u0111\u00ecnh tr\u1ec7 khi c\u00e1c t\u1ed5 ch\u1ee9c nh\u1eadn ra quy m\u00f4 d\u1eef li\u1ec7u c\u1ea7n thi\u1ebft \u0111\u1ec3 tri\u1ec3n khai c\u00e1c s\u00e1ng ki\u1ebfn \u200b\u200bAI \/ ML th\u00e0nh c\u00f4ng, v\u00e0 n\u00f3 th\u01b0\u1eddng d\u1eabn \u0111\u1ebfn h\u1ec7 th\u1ed1ng b\u1ecb ch\u00ecm ng\u1eadp trong d\u1eef li\u1ec7u, b\u1ecb t\u00ea li\u1ec7t do t\u1eafc ngh\u1ebdn hi\u1ec7u su\u1ea5t ho\u1eb7c kh\u00f4ng th\u1ec3 \u0111\u1ed1i ph\u00f3 v\u1edbi quy m\u00f4 v\u00e0 th\u00f4ng l\u01b0\u1ee3ng c\u1ea7n thi\u1ebft .\u00a0\u0110i\u1ec1u n\u00e0y l\u00e0 do c\u00e1c h\u1ec7 th\u1ed1ng IT hi\u1ec7n t\u1ea1i kh\u00f4ng \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf cho s\u1ef1 ph\u1ee9c t\u1ea1p c\u1ee7a AI v\u00e0 vi\u1ec7c d\u1ef1a tr\u00ean c\u00e1c ki\u1ebfn \u200b\u200btr\u00fac IT ti\u00eau chu\u1ea9n cho th\u1ea5y c\u00e1c v\u1ea5n \u0111\u1ec1 ch\u01b0a \u0111\u01b0\u1ee3c nh\u00ecn th\u1ea5y \u1edf quy m\u00f4 nh\u1ecf h\u01a1n.\u00a0\u0110\u1ec3 \u0111\u1ea3m b\u1ea3o c\u00e1c s\u00e1ng ki\u1ebfn \u200b\u200bAI \/ ML t\u1ea1o ra c\u00e1c th\u00f4ng tin ph\u00e2n t\u00edch c\u00f3 gi\u00e1 tr\u1ecb m\u00e0 ban \u0111i\u1ec1u h\u00e0nh mong \u0111\u1ee3i, c\u00e1c doanh nghi\u1ec7p c\u1ea7n c\u00f3 c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng th\u00f4ng minh \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf t\u1eeb g\u1ed1c v\u1edbi nhu c\u1ea7u d\u1eef li\u1ec7u c\u1ee7a h\u1ecd ngay t\u1eeb \u0111\u1ea7u.\u00a0C\u00e1c <a class=\"iblink\" href=\"\/solution\/enterprise-storage\/\">gi\u1ea3i ph\u00e1p l\u01b0u tr\u1eef<\/a> d\u1eef li\u1ec7u \u0111\u1eb7c d\u1ee5ng trong l\u0129nh v\u1ef1c AI nh\u01b0 DDN A3I cho ph\u00e9p kh\u00e1ch h\u00e0ng \u0111\u1ea1t \u0111\u01b0\u1ee3c c\u00e1c th\u00f4ng tin ph\u00e2n t\u00edch chuy\u00ean s\u00e2u v\u00e0 ch\u00ednh x\u00e1c ngay t\u1ee9c th\u00ec khi x\u1eed l\u00fd m\u1ed9t l\u01b0\u1ee3ng l\u1edbn d\u1eef li\u1ec7u.\u00a0T\u0103ng tr\u01b0\u1edfng d\u1eef li\u1ec7u s\u1ebd ti\u1ebfp t\u1ee5c kh\u00f4ng ng\u1eebng v\u00e0 vi\u1ec7c di chuy\u1ec3n li\u1ec1n m\u1ea1ch t\u1eeb POC \u0111\u1ebfn c\u00f4ng \u0111o\u1ea1n s\u1ea3n xu\u1ea5t, \u0111\u1ebfn qu\u00e1 tr\u00ecnh t\u00e1i ph\u00e2n t\u00edch tr\u00ean quy m\u00f4 l\u1edbn trong m\u1ed9t\u00a0ki\u1ebfn tr\u00fac \u0111\u00e3 \u0111\u01b0\u1ee3c th\u1eed nghi\u1ec7m v\u00e0 x\u00e1c minh trong\u00a0th\u1ef1c t\u1ebf, bao g\u1ed3m kh\u1ea3 n\u0103ng qu\u1ea3n tr\u1ecb d\u1eef li\u1ec7u m\u1ea1nh m\u1ebd \u0111\u1ec3 ki\u1ec3m so\u00e1t v\u00e0 theo d\u00f5i vi\u1ec7c s\u1eed d\u1ee5ng d\u1eef li\u1ec7u AI v\u1edbi n\u1ec1n t\u1ea3ng b\u1ea3o m\u1eadt d\u1eef li\u1ec7u ti\u00ean ti\u1ebfn.\u00a0Chuy\u1ec3n \u0111\u1ed5i nh\u1eadn th\u1ee9c v\u1ec1 l\u01b0u tr\u1eef &#8211; t\u1eeb m\u1ed9t m\u1edb b\u00f2ng bong c\u1ee7a IT th\u00e0nh m\u1ed9t nh\u00e2n t\u1ed1 th\u00fac \u0111\u1ea9y \u0111\u1ed5i m\u1edbi c\u00f3 gi\u00e1 tr\u1ecb, \u0111\u01b0\u1ee3c trang b\u1ecb c\u00e1c c\u00f4ng c\u1ee5 v\u00e0 \u0111\u1ed9i ng\u0169 chuy\u00ean m\u00f4n &#8211; b\u1ea1n c\u1ea7n c\u1ea3 hai th\u1ee9 \u0111\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c th\u00e0nh c\u00f4ng trong kinh doanh th\u00f4ng qua AI\u2026<\/p>\n<p>M\u1ed9t \u0111\u00e1nh gi\u00e1 c\u1ee7a ESG \u0111\u01b0\u1ee3c c\u00f4ng b\u1ed1 g\u1ea7n \u0111\u00e2y chia s\u1ebb c\u00e1ch th\u1ee9c c\u00e1c t\u1ed5 ch\u1ee9c l\u1edbn \u0111ang s\u1eed d\u1ee5ng c\u00f4ng ngh\u1ec7 c\u1ee7a DDN v\u00e0 NVIDIA, m\u1ed9t gi\u1ea3i ph\u00e1p ch\u00eca kh\u00f3a trao tay \u0111\u01b0\u1ee3c t\u1ed1i \u01b0u h\u00f3a v\u00e0 kh\u00f4ng r\u1ee7i ro, \u0111\u1ec3 c\u1ea3i thi\u1ec7n hi\u1ec7u qu\u1ea3 v\u00e0 t\u0103ng t\u1ed1c <a class=\"iblink\" href=\"\/blog\/tag\/ai\/\">Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<\/a> v\u00e0 H\u1ecdc m\u00e1y b\u1ea5t k\u1ec3 quy m\u00f4 c\u1ee7a b\u00e0i to\u00e1n \u0111\u1eb7t ra &#8211; \u0111\u01b0a d\u1eef li\u1ec7u v\u00e0o tay ng\u01b0\u1eddi thuy\u1ec1n tr\u01b0\u1edfng;\u00a0v\u00e0 nh\u1eadn k\u00eat qu\u1ea3 v\u1edbi m\u1ed9t h\u00e0nh tr\u00ecnh m\u01b0\u1ee3t m\u00e0.<\/p>\n<p>Thay v\u00ec s\u1eed d\u1ee5ng b\u1ed9 vi x\u1eed l\u00fd truy\u1ec1n th\u1ed1ng nhanh h\u01a1n ho\u1eb7c <a class=\"iblink\" href=\"\/storage\/\">h\u1ec7 th\u1ed1ng l\u01b0u tr\u1eef<\/a> th\u00f4ng th\u01b0\u1eddng, kh\u00e1ch h\u00e0ng s\u1eed d\u1ee5ng k\u1ebft h\u1ee3p c\u00e1c\u00a0gi\u1ea3i ph\u00e1p\u00a0A3I\u00a0c\u1ee7a DDN\u00a0v\u00e0\u00a0h\u1ec7 th\u1ed1ng\u00a0NVIDIA DGX A100 \u0111ang cho th\u1ea5y c\u00e1c s\u00e1ng ki\u1ebfn \u200b\u200bAI \/ ML ph\u00e1t tri\u1ec3n nhanh h\u01a1n v\u00e0 ti\u1ebft ki\u1ec7m chi ph\u00ed h\u01a1n &#8211; v\u1edbi \u00edt v\u1ea5n \u0111\u1ec1 ph\u00e1t sinh h\u01a1n.\u00a0Nh\u1eefng kh\u00e1ch h\u00e0ng n\u00e0y ph\u1ea3n \u00e1nh v\u1ec1 s\u1ef1 h\u1ee3p t\u00e1c v\u1ec1 m\u1eb7t chuy\u00ean m\u00f4n c\u1ee7a DDN v\u00e0 NVIDIA v\u00e0 c\u00e1ch th\u1ee9c c\u00e1c gi\u1ea3i ph\u00e1p\u00a0DDN A3I \u0111\u1ea3m b\u1ea3o vi\u1ec7c khai th\u00e1c ho\u00e0n h\u1ea3o c\u00e1c GPU NVIDIA DGX, gi\u00fap r\u00fat ng\u1eafn th\u1eddi gian h\u1ecdc, th\u1eddi gian khai ph\u00e1 d\u1eef li\u1ec7u nhanh h\u01a1n v\u00e0 t\u0103ng t\u1ed1c \u0111\u1ed9 \u0111\u1ed5i m\u1edbi, b\u00e1o c\u00e1o c\u1ee7a ESG n\u00eau ra.<\/p>\n<p>\u0110\u1ec3 t\u00ecm hi\u1ec3u th\u00eam v\u1ec1 cu\u1ed9c \u0111ua AI, \u00fd ngh\u0129a c\u1ee7a n\u00f3 \u0111\u1ed1i v\u1edbi kinh doanh hi\u1ec7n \u0111\u1ea1i v\u00e0 v\u1ec1 c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng k\u1ebft h\u1ee3p gi\u1eefa DDN v\u00e0 NVIDIA, h\u00e3y\u00a0t\u1ea3i xu\u1ed1ng\u00a0<a href=\"https:\/\/www.ddn.com\/assets\/accelerating-ai-initiatives-with-nvidia-and-ddn\/?utm_source=nhat_tien_chung_it_telecoms&amp;utm_medium=blog&amp;utm_campaign=blog_article\">b\u00e1o c\u00e1o \u0111\u1ea7y \u0111\u1ee7 c\u1ee7a ESG t\u1ea1i \u0111\u00e2y<\/a>.<\/p>\n<p>\u2192 Xem th\u00eam:\u00a0<a href=\"https:\/\/thegioimaychu.vn\/solution\/ddn\/\">C\u00e1c gi\u1ea3i ph\u00e1p l\u01b0u tr\u1eef hi\u1ec7u n\u0103ng cao cho AI c\u1ee7a DDN<\/a>.<\/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=23349\">Ch\u1ea1y \u1ea3o h\u00f3a Proxmox tr\u00ean h\u1ec7 th\u1ed1ng l\u01b0u tr\u1eef h\u1ee3p nh\u1ea5t EonStor GS c\u1ee7a Infortrend<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=22728\">Hu\u1ea5n luy\u1ec7n m\u00f4 h\u00ecnh h\u00e0ng tr\u0103m t\u1ef7 tham s\u1ed1 ngay t\u1ea1i b\u00e0n v\u1edbi MSI EdgeXpert<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=22612\">NVIDIA Merlin: T\u1ed5ng quan v\u1ec1 toolkit cho h\u1ec7 th\u1ed1ng g\u1ee3i \u00fd quy m\u00f4 l\u1edbn<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=22376\">OpenAI l\u1ea7n \u0111\u1ea7u ph\u00e1t h\u00e0nh mi\u1ec5n ph\u00ed m\u00f4 h\u00ecnh ng\u00f4n ng\u1eef m\u1edbi v\u1edbi t\u00ean g\u1ecdi l\u00e0 GPT-OSS<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=20284\">H\u01b0\u1edbng d\u1eabn l\u1ef1a ch\u1ecdn GPU ph\u00f9 h\u1ee3p cho AI, Machine Learning<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=21766\">Khai th\u00e1c ti\u1ec1m n\u0103ng d\u1eef li\u1ec7u trong doanh nghi\u1ec7p: T\u1ed5ng quan v\u1ec1 c\u00e1c n\u1ec1n t\u1ea3ng ph\u00e2n t\u00edch h\u00e0ng \u0111\u1ea7u<\/a><\/li>\n<\/ul>\n<\/p>","protected":false},"excerpt":{"rendered":"<p>Khi ng&#432;&#7901;i thuy&#7873;n tr&#432;&#7903;ng c&oacute; d&#7919; li&#7879;u &#273;&#7847;y &#273;&#7911; &#7903; trong tay, &#273;&oacute; s&#7869; l&agrave; m&#7897;t h&agrave;nh tr&igrave;nh su&ocirc;n s&#7867;. N&#7871;u kh&ocirc;ng, b&#7841;n c&oacute; nguy c&#417; tr&#7843;i qua m&#7897;t chuy&#7871;n &#273;i &#273;&#7847;y s&oacute;ng gi&oacute;.&nbsp;S&#7921; b&ugrave;ng n&#7893; c&#7911;a Chuy&#7875;n &#273;&#7893;i s&#7889; &#273;ang th&uacute;c &#273;&#7849;y s&#7921; gia t&#259;ng m&#7841;nh m&#7869; v&agrave;o vi&#7879;c &#273;&#7847;u t&#432; v&ocirc; c&ocirc;ng ngh&#7879;&#8230;<\/p>\n","protected":false},"author":2,"featured_media":9985,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[3,1],"tags":[7,1329,12,32],"class_list":["post-9983","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-hpc","category-tong-hop","tag-ai","tag-ddn","tag-deep-learning","tag-storage"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>\u0110\u1eb7t d\u1eef li\u1ec7u v\u00e0o trong tay ng\u01b0\u1eddi thuy\u1ec1n tr\u01b0\u1edfng c\u00f3 th\u1ec3 l\u00e0m thay \u0111\u1ed5i m\u1ecdi th\u1ee9 - 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\/dat-du-lieu-vao-trong-tay-nguoi-thuyen-truong-co-the-lam-thay-doi-moi-thu-p9983\/\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:title\" content=\"\u0110\u1eb7t d\u1eef li\u1ec7u v\u00e0o trong tay ng\u01b0\u1eddi thuy\u1ec1n tr\u01b0\u1edfng c\u00f3 th\u1ec3 l\u00e0m thay \u0111\u1ed5i m\u1ecdi th\u1ee9 - Blog | TheGioiMayChu\" \/>\n<meta name=\"twitter:description\" content=\"Khi ng&#432;&#7901;i thuy&#7873;n tr&#432;&#7903;ng c&oacute; d&#7919; li&#7879;u &#273;&#7847;y &#273;&#7911; &#7903; trong tay, &#273;&oacute; s&#7869; l&agrave; m&#7897;t h&agrave;nh tr&igrave;nh su&ocirc;n s&#7867;. 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