{"id":15112,"date":"2023-03-31T05:16:54","date_gmt":"2023-03-30T22:16:54","guid":{"rendered":"https:\/\/www.thegioimaychu.vn\/blog\/?p=15112"},"modified":"2023-03-31T09:34:45","modified_gmt":"2023-03-31T02:34:45","slug":"phan-mem-da-chiem-ca-the-gioi-va-chinh-no-dang-bi-ai-xam-thuc","status":"publish","type":"post","link":"https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/phan-mem-da-chiem-ca-the-gioi-va-chinh-no-dang-bi-ai-xam-thuc-p15112\/","title":{"rendered":"Ph\u1ea7n m\u1ec1m \u0111\u00e3 chi\u1ebfm c\u1ea3 th\u1ebf gi\u1edbi v\u00e0 ch\u00ednh n\u00f3 \u0111ang b\u1ecb AI x\u00e2m th\u1ef1c"},"content":{"rendered":"<style>.iblink{color:#975!important;}.iblink:hover{color:orange!important;}<\/style><p>Ch\u00fang t\u00f4i c\u0169ng nh\u01b0 b\u1ea1n bi\u1ebft r\u1eb1ng, <a class=\"iblink\" href=\"\/blog\/tag\/ai\/\">Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<\/a> (AI) \u0111ang th\u00fac \u0111\u1ea9y r\u1ea5t nhi\u1ec1u chi ti\u00eau t\u1ea1i c\u00e1c c\u00f4ng ty c\u00f4ng ngh\u1ec7 v\u00e0 c\u00e1c t\u1ed5 ch\u1ee9c \u1ee9ng d\u1ee5ng CNTT, v\u00e0 c\u00f3 l\u1ebd n\u00f3 c\u0169ng l\u00e0 \u0111\u1ed9ng l\u1ef1c c\u01a1 b\u1ea3n th\u00fac \u0111\u1ea9y chi ti\u00eau c\u1ee7a c\u00e1c nh\u00e0 cung c\u1ea5p d\u1ecbch v\u1ee5 si\u00eau quy m\u00f4 (hyperscaler) v\u00e0 c\u00e1c d\u1ecbch v\u1ee5 \u0111\u00e1m m\u00e2y. V\u00e0 cho \u0111\u1ebfn nay, \u0111\u00e2y l\u00e0 nh\u1eefng n\u01a1i \u0111\u00e3 h\u01b0\u1edfng l\u1ee3i nhi\u1ec1u nh\u1ea5t t\u1eeb \u200b\u200bcu\u1ed9c c\u00e1ch m\u1ea1ng v\u1ec1 H\u1ecdc m\u00e1y (Machine Learning).<\/p>\n<p>Nh\u01b0ng c\u00e1c c\u00f4ng ty \u0111ang \u0111\u1ed5 bao nhi\u00eau ti\u1ec1n v\u00e0o AI v\u00e0 s\u1ed1 ti\u1ec1n \u0111\u00f3 s\u1ebd ph\u00e1t tri\u1ec3n nh\u01b0 th\u1ebf n\u00e0o theo th\u1eddi gian?<\/p>\n<p>Ch\u00fang t\u00f4i v\u1eabn ch\u01b0a th\u1ea5y nhi\u1ec1u d\u1eef li\u1ec7u chi ti\u1ebft v\u1ec1 th\u1ecb tr\u01b0\u1eddng n\u00e0y v\u00e0 c\u00e1c nh\u00e0 nghi\u00ean c\u1ee9u th\u1ecb tr\u01b0\u1eddng t\u1ea1i IDC, nh\u01b0 th\u01b0\u1eddng l\u1ec7, l\u00e0 nh\u1eefng ng\u01b0\u1eddi n\u00f3i nhi\u1ec1u nh\u1ea5t v\u1ec1 c\u00e1ch h\u1ecd chia nh\u1ecf th\u1ecb tr\u01b0\u1eddng AI trong c\u00e1c c\u00f4ng b\u1ed1 c\u1ee7a h\u1ecd, ch\u00fang cung c\u1ea5p m\u1ed9t s\u1ed1 th\u00f4ng tin th\u1ecb tr\u01b0\u1eddng \u0111\u1ec3 gi\u1eef uy t\u00edn cho t\u00ean tu\u1ed5i c\u1ee7a h\u1ecd v\u00e0 th\u00fac \u0111\u1ea9y s\u1ef1 t\u01b0\u01a1ng t\u00e1c s\u00e2u h\u01a1n v\u1edbi c\u00e1c c\u00f4ng ty kh\u1edfi nghi\u1ec7p AI, c\u00e1c nh\u00e0 \u0111\u1ea7u t\u01b0 c\u1ee7a h\u1ecd, c\u00e1c nh\u00e0 cung c\u1ea5p CNTT \u0111ang theo \u0111u\u1ed5i th\u1ecb tr\u01b0\u1eddng n\u00e0y v\u00e0 c\u00e1c doanh nghi\u1ec7p l\u1edbn \u0111i \u0111\u1ea7u trong vi\u1ec7c th\u01b0\u01a1ng m\u1ea1i h\u00f3a AI trong c\u00e1c stack \u1ee9ng d\u1ee5ng c\u1ee7a h\u1ecd.<\/p>\n<p>\u0110i\u1ec1u khi\u1ebfn ch\u00fang t\u00f4i h\u01a1i th\u1ea5t v\u1ecdng v\u1ec1 m\u1ee9c chi ti\u00eau AI n\u00e0y l\u00e0 \u1edf\u00a0<a href=\"https:\/\/www.idc.com\/getdoc.jsp?containerId=prUS50454123\">m\u1ed9t s\u1ed1 con s\u1ed1 m\u00e0 IDC c\u00f4ng b\u1ed1 v\u00e0o ng\u00e0y 7 th\u00e1ng 3<\/a>, \u0111\u1ec1 c\u1eadp v\u1ec1 chi ti\u00eau tr\u00ean to\u00e0n th\u1ebf gi\u1edbi cho c\u00e1c h\u1ec7 th\u1ed1ng AI-Centric (t\u1ee9c l\u00e0 c\u00e1c h\u1ec7 th\u1ed1ng d\u1ef1a ho\u00e0n to\u00e0n v\u00e0o AI), bao g\u1ed3m ph\u1ea7n c\u1ee9ng, ph\u1ea7n m\u1ec1m v\u00e0 c\u00e1c d\u1ecbch v\u1ee5.\u00a0AI-Centric ngh\u0129a l\u00e0 n\u1ebfu kh\u00f4ng c\u00f3 th\u00e0nh ph\u1ea7n AI, \u1ee9ng d\u1ee5ng s\u1ebd kh\u00f4ng ho\u1ea1t \u0111\u1ed9ng.\u00a0V\u00ec v\u1eady, n\u1ebfu ch\u1ec9 l\u00e0 &#8220;t\u0103ng c\u01b0\u1eddng b\u1eb1ng AI&#8221; (AI augmentation) l\u00e0 kh\u00f4ng \u0111\u1ee7. \u1ede nh\u1eefng tr\u01b0\u1eddng h\u1ee3p \u0111\u00f3, AI h\u1ed7 tr\u1ee3 v\u00e0 \u1ee9ng d\u1ee5ng ho\u1ea1t \u0111\u1ed9ng t\u1ed1t h\u01a1n, nh\u01b0ng vi\u1ec7c thi\u1ebfu n\u00f3 kh\u00f4ng khi\u1ebfn \u1ee9ng d\u1ee5ng ng\u1eebng ho\u1ea1t \u0111\u1ed9ng, v\u00e0 ch\u00fang \u0111\u01b0\u1ee3c g\u1ed9p v\u00e0o danh m\u1ee5c AI Non-Centric, v\u1ed1n d\u0129 l\u00e0 m\u1ed9t ph\u1ea7n l\u1edbn h\u01a1n nhi\u1ec1u c\u1ee7a to\u00e0n b\u1ed9 th\u1ecb tr\u01b0\u1eddng AI t\u1eeb tr\u01b0\u1edbc \u0111\u1ebfn nay, nh\u01b0ng kh\u00f4ng ph\u00e1t tri\u1ec3n \u1edf \u0111\u00e2u nhanh nh\u01b0 ph\u1ea7n AI-Centric.<\/p>\n<p>Ch\u00fang t\u00f4i \u0111\u00e3 t\u00ecm hi\u1ec3u m\u1ed9t s\u1ed1 trang web c\u1ee7a IDC, t\u00ecm th\u1ea5y c\u00e1c s\u1ed1 li\u1ec7u th\u1ed1ng k\u00ea v\u00e0 d\u1ef1 b\u00e1o \u0111\u01b0\u1ee3c \u0111\u01b0a ra v\u00e0o\u00a0<a href=\"https:\/\/www.idc.com\/getdoc.jsp?containerId=prUS48881422\">th\u00e1ng 2<\/a>,\u00a0<a href=\"https:\/\/www.idc.com\/getdoc.jsp?containerId=prEUR249536522\">th\u00e1ng 7<\/a>\u00a0v\u00e0\u00a0<a href=\"https:\/\/www.idc.com\/getdoc.jsp?containerId=prUS48881422\">th\u00e1ng 9<\/a> n\u0103m 2022, ch\u00fang t\u00f4i \u0111\u00e3 c\u1ed1 g\u1eafng k\u1ebft h\u1ee3p ch\u00fang th\u00e0nh m\u1ed9t b\u1ed9 d\u1eef li\u1ec7u nh\u1ea5t qu\u00e1n \u0111\u1ec3 hi\u1ec3u th\u1ecb tr\u01b0\u1eddng AI th\u1ef1c s\u1ef1 \u0111ang tr\u00f4ng nh\u01b0 th\u1ebf n\u00e0o.<\/p>\n<p>Nh\u01b0 th\u01b0\u1eddng l\u1ec7, ch\u00fang t\u00f4i s\u1ebd m\u1edf r\u1ed9ng v\u00e0 n\u00e2ng cao c\u00e1c th\u00f4ng tin n\u00e0y khi c\u00f3 th\u1ec3 v\u00e0 nh\u1eefng ch\u1ed7 \u0111\u01b0\u1ee3c <span style=\"color: #ff0000;\"><em><strong>in nghi\u00eang m\u00e0u \u0111\u1ecf \u0111\u1eadm<\/strong><\/em><\/span> l\u00e0 d\u1eef li\u1ec7u ch\u00fang t\u00f4i k\u1ebft xu\u1ea5t t\u1eeb m\u1ed9t xu h\u01b0\u1edbng (th\u01b0\u1eddng l\u00e0 quy ng\u01b0\u1ee3c tr\u1edf l\u1ea1i \u0111\u1ec3 l\u1ea5p \u0111\u1ea7y kho\u1ea3ng tr\u1ed1ng trong d\u1eef li\u1ec7u) ho\u1eb7c t\u1eeb m\u1ed9t bi\u1ec3u \u0111\u1ed3 m\u00e0 ch\u00fang t\u00f4i s\u1ebd \u0111\u1ebfm c\u00e1c pixel \u0111\u1ec3 hi\u1ec3u d\u1eef li\u1ec7u th\u00f4 c\u01a1 b\u1ea3n m\u00e0 IDC kh\u00f4ng cung c\u1ea5p.\u00a0Nh\u1eefng ch\u1ed7 c\u00f3 <strong><span style=\"color: #3366ff;\">m\u00e0u xanh d\u01b0\u01a1ng<\/span><\/strong> \u0111\u1ec1u \u0111\u01b0\u1ee3c l\u1ea5y b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng t\u1ed1c \u0111\u1ed9 t\u0103ng tr\u01b0\u1edfng k\u00e9p h\u00e0ng n\u0103m (CAGR) \u0111\u1ec3 \u0111i\u1ec1n v\u00e0o kho\u1ea3ng tr\u1ed1ng gi\u1eefa c\u00e1c \u0111i\u1ec3m trong m\u1ed9t b\u1ea3ng d\u1ef1 b\u00e1o ho\u1eb7c \u0111\u01b0\u1ee3c l\u1ea5y th\u00f4ng qua ph\u00e9p tr\u1eeb \u0111\u01a1n gi\u1ea3n.<\/p>\n<p>Ch\u00fang t\u00f4i kh\u00f4ng \u0111\u1ea3m b\u1ea3o r\u1eb1ng \u0111\u00e2y l\u00e0 d\u1eef li\u1ec7u c\u1ee7a IDC, tr\u1eeb nh\u1eefng ch\u1ed7 \u0111\u01b0\u1ee3c ch\u1ec9 r\u00f5, nh\u01b0ng n\u00f3 gi\u00fap cung c\u1ea5p cho ch\u00fang ta m\u1ed9t s\u1ed1 \u01b0\u1edbc t\u00ednh \u1ea9n b\u00ean d\u01b0\u1edbi t\u1eeb d\u1eef li\u1ec7u IDC \u0111\u1ec3 ch\u00fang ta c\u00f3 th\u1ec3 bi\u1ebft m\u1ecdi th\u1ee9 c\u00f3 th\u1ec3 thay \u0111\u1ed5i nh\u01b0 th\u1ebf n\u00e0o.\u00a0N\u1ebfu ch\u00fang ta mu\u1ed1n c\u00f3 b\u1ed9 d\u1eef li\u1ec7u th\u1ef1c t\u1ebf, ho\u00e0n ch\u1ec9nh (ch\u1eafc ch\u1eafn l\u00e0 ph\u1ee9c t\u1ea1p v\u00e0 \u0111\u1ea7y \u0111\u1ee7 h\u01a1n), h\u00e3y g\u1ecdi cho IDC v\u00e0&#8230; \u0111\u01b0a cho h\u1ecd m\u1ed9t s\u1ed1 ti\u1ec1n!<\/p>\n<p>\u0110\u00e2y l\u00e0 s\u1ed1 li\u1ec7u t\u1eeb c\u00e1c c\u00f4ng b\u1ed1 c\u1ee7a IDC \u0111\u01b0\u1ee3c t\u1ed5ng h\u1ee3p tr\u00ean m\u1ed9t b\u1ea3ng:<\/p>\n<p><a href=\"http:\/\/www.nextplatform.com\/wp-content\/uploads\/2023\/03\/idc-ai-spending-consolidated.jpg\" rel=\"attachment wp-att-142013\"><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2023\/03\/tgmc-blog-640c0aab52317.jpg\" alt=\"\" \/><\/a><\/p>\n<p>Trong b\u00e1o c\u00e1o th\u00e1ng 3 n\u0103m 2023, IDC cho bi\u1ebft chi ti\u00eau cho c\u00e1c h\u1ec7 th\u1ed1ng AI-Centric \u0111\u01b0\u1ee3c d\u1ef1 b\u00e1o s\u1ebd \u0111\u1ea1t 154 t\u1ef7 USD v\u00e0o n\u0103m 2023, t\u0103ng 26.9% so v\u1edbi n\u0103m 2022 v\u00e0 do \u0111\u00f3, c\u00f3 121.4 t\u1ef7 USD chi ti\u00eau nh\u01b0 v\u1eady v\u00e0o n\u0103m 2022. Th\u1ecb tr\u01b0\u1eddng d\u1ef1 ki\u1ebfn \u200b\u200bs\u1ebd \u201cv\u01b0\u1ee3t m\u1ed1c 300 t\u1ef7 USD&#8221; v\u00e0o n\u0103m 2026 v\u1edbi t\u1ef7 l\u1ec7 t\u0103ng tr\u01b0\u1edfng k\u00e9p (CAGR) l\u00e0 27% t\u1eeb n\u0103m 2022 \u0111\u1ebfn n\u0103m 2026, v\u00e0 nh\u1eefng con s\u1ed1 \u0111\u01b0\u1ee3c in nghi\u00eang \u0111\u1eadm m\u00e0u xanh d\u01b0\u01a1ng n\u00e0y ph\u00f9 h\u1ee3p v\u1edbi m\u00f4 t\u1ea3 \u0111\u00f3.\u00a0\u0110\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c CAGR, doanh thu c\u1ee7a c\u00e1c h\u1ec7 th\u1ed1ng AI-Centric v\u00e0o n\u0103m 2026 ph\u1ea3i l\u00e0 315 t\u1ef7 USD.<\/p>\n<p>Trong b\u00e1o c\u00e1o th\u00e1ng 7 n\u0103m 2022, IDC cho bi\u1ebft th\u1ecb tr\u01b0\u1eddng AI t\u1ed5ng th\u1ec3 cho ph\u1ea7n c\u1ee9ng, ph\u1ea7n m\u1ec1m v\u00e0 d\u1ecbch v\u1ee5 s\u1ebd \u201c\u0111\u1ea1t m\u1ed1c 900 t\u1ef7 USD\u201d tr\u01b0\u1edbc n\u0103m 2026 v\u00e0 t\u0103ng tr\u01b0\u1edfng v\u1edbi 18.6% CAGR t\u1eeb n\u0103m 2022 \u0111\u1ebfn n\u0103m 2026. Trong d\u1ef1 b\u00e1o th\u00e1ng 9 n\u0103m 2022, IDC cho bi\u1ebft t\u1ed5ng chi ti\u00eau cho AI l\u00e0 383.3 t\u1ef7 USD v\u00e0o n\u0103m 2021 v\u00e0 d\u1ef1 \u0111o\u00e1n r\u1eb1ng n\u00f3 s\u1ebd \u0111\u1ea1t g\u1ea7n 450 t\u1ef7 USD v\u00e0o n\u0103m 2022 v\u00e0 \u0111\u1ec3 \u0111i\u1ec1u n\u00e0y h\u1ee3p l\u00fd, th\u00ec CAGR t\u1ed5ng th\u1ec3 cho chi ti\u00eau AI ph\u1ea3i \u0111\u1ea1t 885 t\u1ef7 USD tr\u01b0\u1edbc n\u0103m 2026 (L\u00e0m tr\u00f2n s\u1ed1 \u0111\u00f3 l\u00ean th\u00e0nh 900 t\u1ef7).<\/p>\n<p>Trong b\u00e1o c\u00e1o th\u00e1ng 9 n\u0103m 2022 c\u00f3 m\u1ed9t bi\u1ec3u \u0111\u1ed3 th\u00fa v\u1ecb nh\u01b0 b\u00ean d\u01b0\u1edbi, bi\u1ec3u \u0111\u1ed3 n\u00e0y \u0111\u00e3 ph\u00e1 v\u1ee1 m\u1ee9c chi ti\u00eau cho ph\u1ea7n m\u1ec1m AI tr\u00ean to\u00e0n th\u1ebf gi\u1edbi trong n\u0103m 2020 v\u00e0 2021:<\/p>\n<p><a href=\"http:\/\/www.nextplatform.com\/wp-content\/uploads\/2023\/03\/idc-ai-spending-software-by-category.jpg\" rel=\"attachment wp-att-142015\"><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2023\/03\/tgmc-blog-640c0aacef110.jpg\" alt=\"\" \/><\/a><\/p>\n<p>C\u00e1c con s\u1ed1 hi\u1ec3n th\u1ecb \u1edf cu\u1ed1i b\u1ea3ng t\u1ed5ng h\u1ee3p \u1edf tr\u00ean \u0111\u01b0\u1ee3c th\u1ef1c hi\u1ec7n b\u1eb1ng c\u00e1ch \u0111\u1ebfm s\u1ed1 pixel v\u00e0 chuy\u1ec3n \u0111\u1ed5i th\u00e0nh USD (bi\u00ean \u0111\u1ed9 sai s\u1ed1 l\u00e0 m\u1ed9t v\u00e0i ph\u1ea7n tr\u0103m, d\u00f9 \u0111\u00fang d\u00f9 sai, \u0111\u00f3 l\u00e0 c\u00e1c con s\u1ed1 ch\u00fang t\u00f4i \u0111\u00e3 t\u00ednh ra).<\/p>\n<p>\u0110\u00e2y th\u1ef1c s\u1ef1 l\u00e0 m\u1ed9t th\u1ecb tr\u01b0\u1eddng v\u1ec1 ph\u1ea7n m\u1ec1m v\u00e0 d\u1ecbch v\u1ee5, trong khi ph\u1ea7n c\u1ee9ng AI chi\u1ebfm m\u1ed9t ph\u1ea7n t\u01b0\u01a1ng \u0111\u1ed1i nh\u1ecf nh\u01b0ng \u0111ang ph\u00e1t tri\u1ec3n m\u1ea1nh trong th\u1ecb tr\u01b0\u1eddng AI to\u00e0n c\u1ea7u n\u00f3i chung.<\/p>\n<p>IDC ghi ra: \u201cPh\u1ea7n c\u1ee9ng AI v\u1eeba l\u00e0 ph\u00e2n kh\u00fac nh\u1ecf nh\u1ea5t (18.8 t\u1ef7 USD) v\u1eeba l\u00e0 ph\u00e2n kh\u00fac t\u0103ng tr\u01b0\u1edfng nhanh nh\u1ea5t (t\u0103ng tr\u01b0\u1edfng 38.9% m\u1ed7i n\u0103m) c\u1ee7a th\u1ecb tr\u01b0\u1eddng AI&#8221;.\u00a0\u201cS\u1ef1 t\u0103ng tr\u01b0\u1edfng ph\u1ea7n c\u1ee9ng \u0111\u01b0\u1ee3c th\u00fac \u0111\u1ea9y b\u1edfi nh\u1eefng n\u1ed7 l\u1ef1c x\u00e2y d\u1ef1ng c\u00e1c <a href=\"https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/\">h\u1ec7 th\u1ed1ng AI chuy\u00ean d\u1ee5ng<\/a> c\u00f3 kh\u1ea3 n\u0103ng \u0111\u00e1p \u1ee9ng nhu c\u1ea7u l\u01b0u tr\u1eef v\u00e0 t\u00ednh to\u00e1n ng\u00e0y c\u00e0ng t\u0103ng c\u1ee7a c\u00e1c m\u00f4 h\u00ecnh AI v\u00e0 c\u00e1c b\u1ed9 d\u1eef li\u1ec7u.\u00a0Trong khi c\u1ea3 m\u00e1y ch\u1ee7 v\u00e0 <a class=\"iblink\" href=\"\/storage\/\">h\u1ec7 th\u1ed1ng l\u01b0u tr\u1eef<\/a> AI \u0111\u1ec1u c\u00f3 m\u1ee9c t\u0103ng tr\u01b0\u1edfng m\u1ea1nh m\u1ebd v\u00e0o n\u0103m 2021 \u2013 l\u1ea7n l\u01b0\u1ee3t l\u00e0 39.1% v\u00e0 32.9% \u2013 doanh s\u1ed1 m\u00e1y ch\u1ee7 l\u1edbn h\u01a1n \u0111\u00e1ng k\u1ec3 \u1edf m\u1ee9c 15.6 t\u1ef7 USD.<\/p>\n<p>Ch\u00fang ta c\u0169ng th\u1ea5y r\u1eb1ng l\u01b0u tr\u1eef v\u00e0 h\u1ec7 th\u1ed1ng m\u1ea1ng c\u00f9ng chi\u1ebfm ch\u1ec9 17% chi ph\u00ed c\u1ee7a ph\u1ea7n c\u1ee9ng AI.\u00a0\u0110i\u1ec1u n\u00e0y ho\u00e0n to\u00e0n ph\u00f9 h\u1ee3p v\u1edbi c\u00e1ch \u0111\u1ecbnh gi\u00e1 c\u00e1c <a class=\"iblink\" href=\"\/server\/hpc-system-pf31\/\">h\u1ec7 th\u1ed1ng HPC<\/a> petascale v\u00e0 exascale.\u00a0M\u1ed7i \u0111\u00f4 la c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c chi cho compute \u0111\u1ec1u \u0111i v\u00e0o compute.<\/p>\n<p>C\u00e1c d\u1ecbch v\u1ee5 AI chi\u1ebfm 24 t\u1ef7 USD v\u00e0o n\u0103m 2021, t\u0103ng 22.4% so v\u1edbi n\u0103m 2020.<\/p>\n<p>Bi\u1ec3u \u0111\u1ed3 n\u00e0y t\u1eeb d\u1ef1 b\u00e1o th\u00e1ng 2 n\u0103m 2022 r\u1ea5t th\u00fa v\u1ecb \u1edf ch\u1ed7 n\u00f3 cho th\u1ea5y t\u1ed1c \u0111\u1ed9 t\u0103ng tr\u01b0\u1edfng chi ti\u00eau cho ph\u1ea7n m\u1ec1m AI theo danh m\u1ee5c t\u1eeb n\u0103m 2021 \u0111\u1ebfn n\u0103m 2025:<\/p>\n<p><a href=\"http:\/\/www.nextplatform.com\/wp-content\/uploads\/2023\/03\/idc-ai-spending-software-forecast-2021-2025.jpg\" rel=\"attachment wp-att-142016\"><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2023\/03\/tgmc-blog-640c0aae37eba.jpg\" alt=\"\" \/><\/a><\/p>\n<p>Qu\u00e1 kh\u00f3 \u0111\u1ec3 &#8220;hack&#8221; d\u1eef li\u1ec7u n\u00e0y \u0111\u1ec3 chuy\u1ec3n n\u00f3 th\u00e0nh c\u00e1c con s\u1ed1 cho n\u0103m 2021 v\u00e0 c\u1ed1 g\u1eafng d\u1ef1 b\u00e1o t\u1eeb n\u0103m 2022 \u0111\u1ebfn n\u0103m 2026.\u00a0\u0110i\u1ec1u quan tr\u1ecdng l\u00e0 t\u1ed1c \u0111\u1ed9 t\u0103ng tr\u01b0\u1edfng kh\u00e1 \u1ed5n \u0111\u1ecbnh trong c\u00e1c danh m\u1ee5c ph\u1ea7n m\u1ec1m AI v\u00e0 \u1edf m\u1ee9c kh\u00e1 cao.<\/p>\n<p>Bi\u1ec3u \u0111\u1ed3 d\u1ef1 b\u00e1o t\u1ed1c \u0111\u1ed9 t\u0103ng tr\u01b0\u1edfng chi ti\u00eau chung \u0111\u01b0\u1ee3c \u0111\u01b0a ra trong d\u1ef1 b\u00e1o th\u00e1ng 7 n\u0103m 2022:<\/p>\n<p><a href=\"http:\/\/www.nextplatform.com\/wp-content\/uploads\/2023\/03\/idc-ai-spending-forecast-2022-2026-chart.jpg\" rel=\"attachment wp-att-142014\"><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2023\/03\/tgmc-blog-640c0ab0199e3.jpg\" alt=\"\" \/><\/a><\/p>\n<p>C\u00e1c bi\u1ec3u \u0111\u1ed3 h\u00ecnh tr\u00f2n v\u1ec1 c\u00e1c nh\u00f3m \u1ee9ng d\u1ee5ng n\u00e0y, t\u1eeb th\u00e1ng 9 n\u0103m 2022 v\u00e0 th\u00e1ng 3 n\u0103m 2023, r\u1ea5t th\u00fa v\u1ecb.\u00a0H\u00e3y c\u00f9ng xem qua:<\/p>\n<p><a href=\"http:\/\/www.nextplatform.com\/wp-content\/uploads\/2023\/03\/idc-ai-spending-use-case-2022.jpg\" rel=\"attachment wp-att-142017\"><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2023\/03\/tgmc-blog-640c0ab163096.jpg\" alt=\"\" \/><\/a><\/p>\n<p>V\u00e0, ph\u00e2n chia th\u1ecb ph\u1ea7n doanh thu theo m\u1ed9t c\u00e1ch h\u01a1i kh\u00e1c m\u1ed9t ch\u00fat:<\/p>\n<p><a href=\"http:\/\/www.nextplatform.com\/wp-content\/uploads\/2023\/03\/idc-ai-spending-use-case-2023.jpg\" rel=\"attachment wp-att-142018\"><img decoding=\"async\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2023\/03\/tgmc-blog-640c0ab289a3e.jpg\" alt=\"\" \/><\/a><\/p>\n<p>C\u00f3 l\u1ebd \u0111i\u1ec1u quan tr\u1ecdng nh\u1ea5t l\u00e0 trong giai \u0111o\u1ea1n 2022 \u0111\u1ebfn 2026, d\u1ef1 b\u00e1o CAGR l\u00e0 26.5% cho t\u1ed5ng chi ti\u00eau cho AI-Centric cao h\u01a1n 4 l\u1ea7n so v\u1edbi t\u1ed1c \u0111\u1ed9 t\u0103ng tr\u01b0\u1edfng c\u1ee7a th\u1ecb tr\u01b0\u1eddng CNTT t\u1ed5ng th\u1ec3, d\u1ef1 ki\u1ebfn \u200b\u200bs\u1ebd t\u0103ng tr\u01b0\u1edfng \u1edf m\u1ee9c 6.3% CAGR trong c\u00f9ng m\u1ed9t kho\u1ea3ng th\u1eddi gian.\u00a0Nh\u00ecn v\u00e0o d\u1ef1 b\u00e1o chi ti\u00eau CNTT m\u1edbi nh\u1ea5t c\u1ee7a IDC, c\u00f3 kho\u1ea3ng 1.4 ngh\u00ecn t\u1ef7 USD trong chi ti\u00eau cho t\u1ea5t c\u1ea3 c\u00e1c lo\u1ea1i CNTT tr\u00ean to\u00e0n c\u1ea7u tr\u01b0\u1edbc n\u0103m 2026, th\u00ec kho\u1ea3n chi ti\u00eau cho AI-Centric n\u00e0y chi\u1ebfm ch\u01b0a \u0111\u1ebfn m\u1ed9t ph\u1ea7n t\u01b0 t\u1ed5ng chi ti\u00eau cho CNTT v\u00e0 n\u1ebfu ch\u00fang ta th\u00eam v\u00e0o c\u00e1c kho\u1ea3n \u0111\u1ea7u t\u01b0 AI Non-Centric, con s\u1ed1 \u0111\u00f3 t\u0103ng l\u00ean g\u1ea7n 2\/3 chi ti\u00eau v\u00e0o n\u0103m 2026.<\/p>\n<p>V\u00e0 \u0111\u1ebfn \u0111\u00e2y, ch\u00fang ta hi\u1ec7n \u0111\u00e3 c\u00f3 th\u1ec3 bi\u1ebft k\u1ebf ho\u1ea1ch CNTT trong 4 n\u0103m t\u1edbi cho to\u00e0n th\u1ebf gi\u1edbi l\u00e0 g\u00ec.<\/p>\n<p><em>Theo\u00a0<\/em>The Next Platform<\/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=17125\">H\u01b0\u1edbng d\u1eabn tri\u1ec3n khai NVIDIA AI Enterprise tr\u00ean c\u00e1c m\u00e1y ch\u1ee7 v\u1eadt l\u00fd th\u00f4ng d\u1ee5ng<\/a><\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Ch&uacute;ng t&ocirc;i c&#361;ng nh&#432; b&#7841;n bi&#7871;t r&#7857;ng, Tr&iacute; tu&#7879; nh&acirc;n t&#7841;o (AI) &#273;ang th&uacute;c &#273;&#7849;y r&#7845;t nhi&#7873;u chi ti&ecirc;u t&#7841;i c&aacute;c c&ocirc;ng ty c&ocirc;ng ngh&#7879; v&agrave; c&aacute;c t&#7893; ch&#7913;c &#7913;ng d&#7909;ng CNTT, v&agrave; c&oacute; l&#7869; n&oacute; c&#361;ng l&agrave; &#273;&#7897;ng l&#7921;c c&#417; b&#7843;n th&uacute;c &#273;&#7849;y chi ti&ecirc;u c&#7911;a c&aacute;c nh&agrave; cung c&#7845;p d&#7883;ch v&#7909; si&ecirc;u quy&#8230;<\/p>\n","protected":false},"author":29,"featured_media":15113,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[3,1],"tags":[1047,1046,1048],"class_list":["post-15112","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-hpc","category-tong-hop","tag-ai-centric","tag-it-spending","tag-software"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Ph\u1ea7n m\u1ec1m \u0111\u00e3 chi\u1ebfm c\u1ea3 th\u1ebf gi\u1edbi v\u00e0 ch\u00ednh n\u00f3 \u0111ang b\u1ecb AI x\u00e2m th\u1ef1c - 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\/phan-mem-da-chiem-ca-the-gioi-va-chinh-no-dang-bi-ai-xam-thuc-p15112\/\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:title\" content=\"Ph\u1ea7n m\u1ec1m \u0111\u00e3 chi\u1ebfm c\u1ea3 th\u1ebf gi\u1edbi v\u00e0 ch\u00ednh n\u00f3 \u0111ang b\u1ecb AI x\u00e2m th\u1ef1c - Blog | TheGioiMayChu\" \/>\n<meta name=\"twitter:description\" content=\"Ch&uacute;ng t&ocirc;i c&#361;ng nh&#432; b&#7841;n bi&#7871;t r&#7857;ng, Tr&iacute; tu&#7879; nh&acirc;n t&#7841;o (AI) &#273;ang th&uacute;c &#273;&#7849;y r&#7845;t nhi&#7873;u chi ti&ecirc;u t&#7841;i c&aacute;c c&ocirc;ng ty c&ocirc;ng ngh&#7879; v&agrave; c&aacute;c t&#7893; ch&#7913;c &#7913;ng d&#7909;ng CNTT, v&agrave; c&oacute; l&#7869; n&oacute; c&#361;ng l&agrave; &#273;&#7897;ng l&#7921;c c&#417; b&#7843;n th&uacute;c &#273;&#7849;y chi ti&ecirc;u c&#7911;a c&aacute;c nh&agrave; cung c&#7845;p d&#7883;ch v&#7909; si&ecirc;u quy...\" 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