{"id":7433,"date":"2020-11-03T08:13:08","date_gmt":"2020-11-03T08:13:08","guid":{"rendered":"https:\/\/www.thegioimaychu.vn\/blog\/?p=7433"},"modified":"2020-11-04T07:35:29","modified_gmt":"2020-11-04T07:35:29","slug":"ai-ml-flight-to-the-cloud","status":"publish","type":"post","link":"https:\/\/thegioimaychu.vn\/blog\/tong-hop\/ai-ml-flight-to-the-cloud-p7433\/","title":{"rendered":"AI, ML: &#8220;Flight to the cloud&#8221;"},"content":{"rendered":"<style>.iblink{color:#975!important;}.iblink:hover{color:orange!important;}<\/style><p>Ng\u00e0y nay, v\u1edbi s\u1ef1 tr\u1ee3 gi\u00fap c\u1ee7a s\u1ed1 h\u00f3a v\u00e0 c\u00e1c c\u00f4ng ngh\u1ec7 hi\u1ec7n \u0111\u1ea1i, th\u1ebf gi\u1edbi \u0111ang tr\u1ea3i qua m\u1ed9t ki\u1ec3u bi\u1ebfn \u0111\u1ed5i m\u00e0 lo\u00e0i ng\u01b0\u1eddi ch\u01b0a t\u1eebng th\u1ea5y tr\u01b0\u1edbc \u0111\u00e2y.\u00a0Ch\u00fang ta \u0111\u00e3 n\u00f3i v\u1ec1 vi\u1ec7c t\u1ea1o ra c\u00e1c thu\u1ed9c \u0111\u1ecba tr\u00ean sao H\u1ecfa v\u00e0 c\u00e1c ph\u1ea7n kh\u00e1c c\u1ee7a h\u1ec7 m\u1eb7t tr\u1eddi.<\/p>\n<h3>AI v\u00e0 ML: Ngu\u1ed3n \u0111i\u1ec7n m\u1edbi<\/h3>\n<p>Tr\u00ean Tr\u00e1i \u0111\u1ea5t n\u00e0y, ch\u00fang ta \u0111ang x\u00e2y d\u1ef1ng m\u1ed9t d\u1ea1ng s\u1ed1ng ho\u00e0n to\u00e0n m\u1edbi b\u1eb1ng c\u00e1ch s\u1eed d\u1ee5ng k\u1ef9 thu\u1eadt di truy\u1ec1n.\u00a0Robot ng\u00e0y c\u00e0ng th\u00f4ng minh h\u01a1n v\u00e0 th\u1eadm ch\u00ed c\u00f3 th\u1ec3 t\u1ed5 ch\u1ee9c c\u00e1c cu\u1ed9c h\u1ecdp b\u00e1o.\u00a0L\u0129nh v\u1ef1c <a class=\"iblink\" href=\"\/blog\/tag\/ai\/\">tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o<\/a> (AI) v\u00e0 khoa h\u1ecdc th\u1ea7n kinh \u0111ang b\u00f9ng n\u1ed5 v\u00e0 gi\u1edbi thi\u1ec7u nh\u1eefng \u0111i\u1ec1u k\u1ef3 di\u1ec7u m\u1edbi m\u1ed7i ng\u00e0y.\u00a0M\u00e1y h\u1ecdc (ML), h\u1ecdc s\u00e2u v\u00e0 ng\u01b0\u1eddi m\u00e1y \u0111ang thay \u0111\u1ed5i c\u00e1ch con ng\u01b0\u1eddi ch\u00fang ta ngh\u0129 v\u1ec1 tr\u00ed th\u00f4ng minh, c\u1ea3m x\u00fac v\u00e0 m\u1ed1i quan h\u1ec7 c\u1ee7a ch\u00fang ta v\u1edbi m\u00e1y m\u00f3c.\u00a0S\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a ti\u1ebfn b\u1ed9 c\u00f4ng ngh\u1ec7 d\u01b0\u1eddng nh\u01b0 kh\u00f4ng th\u1ec3 ng\u0103n c\u1ea3n v\u00e0 kh\u00f4ng th\u1ec3 ph\u00e1 v\u1ee1.<\/p>\n<p>L\u0129nh v\u1ef1c ph\u00e2n t\u00edch d\u1ef1 \u0111o\u00e1n v\u00e0 khoa h\u1ecdc d\u1eef li\u1ec7u \u0111ang chi\u1ebfm \u01b0u th\u1ebf l\u00ean tr\u00ean nh\u1eefng d\u1ef1 \u0111o\u00e1n v\u1ec1 t\u01b0\u01a1ng lai v\u1edbi \u0111\u1ed9 ch\u00ednh x\u00e1c \u0111\u00e1ng ng\u1ea1c nhi\u00ean.\u00a0Ngay c\u1ea3 nh\u1eefng b\u1ed9 phim, lo\u1ea1t web v\u00e0 phim sitcom truy\u1ec1n h\u00ecnh c\u1ee7a ch\u00fang ta c\u0169ng b\u00ecnh lu\u1eadn v\u1ec1 nh\u1eefng ch\u1ee7 \u0111\u1ec1 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>B\u1ea1n c\u00f3 th\u1ec3 n\u00f3i AI l\u00e0 ngu\u1ed3n \u0111i\u1ec7n m\u1edbi, nh\u01b0ng h\u00e3y xem x\u00e9t \u00fd ngh\u0129a c\u1ee7a n\u00f3. Trong khi vi\u1ec7c t\u1ea1o ra \u0111i\u1ec7n ph\u1ee5 thu\u1ed9c v\u00e0o than v\u00e0 d\u1ea7u v\u00e0o \u0111\u1ea7u th\u1ebf k\u1ef7 20, s\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a AI v\u00e0 ML hi\u1ec7n nay ph\u1ee5 thu\u1ed9c v\u00e0o d\u1eef li\u1ec7u.\u00a0\u0110\u00e1m m\u00e2y \u0111\u00f3ng m\u1ed9t vai tr\u00f2 quan tr\u1ecdng trong t\u01b0\u01a1ng lai c\u1ee7a AI v\u00e0 ML v\u00ec c\u00f3 r\u1ea5t nhi\u1ec1u d\u1eef li\u1ec7u t\u1ed3n t\u1ea1i tr\u00ean ch\u00fang.<\/p>\n<h3>B\u00ecnh minh c\u1ee7a th\u1eddi \u0111\u1ea1i m\u00e1y t\u00ednh<\/h3>\n<p>T\u1ea5t c\u1ea3 b\u1eaft \u0111\u1ea7u t\u1eeb vi\u1ec7c ph\u00e1t minh ra m\u00e1y t\u00ednh, v\u00e0 k\u1ec3 t\u1eeb khi n\u00f3 ra \u0111\u1eddi, c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng CNTT \u0111\u00e3 ph\u00e1t tri\u1ec3n li\u00ean t\u1ee5c v\u1edbi t\u1ed1c \u0111\u1ed9c ng\u00e0y c\u00e0ng nhanh.\u00a0Ch\u00fang ta \u0111\u00e3 chuy\u1ec3n t\u1eeb nh\u1eefng chi\u1ebfc m\u00e1y t\u00ednh l\u1edbn, k\u00edch c\u1ee1 c\u0103n ph\u00f2ng sang m\u00e1y t\u00ednh x\u00e1ch tay ti\u1ec7n d\u1ee5ng v\u00e0 n\u00e2ng c\u1ea5p kh\u1ea3 n\u0103ng l\u01b0u tr\u1eef d\u1eef li\u1ec7u t\u1eeb h\u1ed9p l\u01b0u tr\u1eef kh\u1ed5ng l\u1ed3 45 MB th\u00e0nh \u1ed5 \u0111\u0129a flash c\u1ef1c nh\u1ecf.\u00a0Tuy nhi\u00ean, l\u01b0\u1ee3ng d\u1eef li\u1ec7u v\u00e0 t\u00e0i nguy\u00ean m\u00e1y t\u00ednh c\u1ea7n thi\u1ebft \u0111\u1ec3 x\u1eed l\u00fd n\u00f3 \u0111\u00e3 d\u1eabn \u0111\u1ebfn c\u00e1c trung t\u00e2m d\u1eef li\u1ec7u l\u1edbn v\u00e0 c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng CNTT kh\u1ed5ng l\u1ed3.<\/p>\n<p>B\u00e0i \u0111\u0103ng n\u00e0y b\u1eaft \u0111\u1ea7u b\u1eb1ng c\u00e1ch m\u00f4 t\u1ea3 c\u00e1c th\u00e0nh ph\u1ea7n trung t\u00e2m d\u1eef li\u1ec7u truy\u1ec1n th\u1ed1ng v\u00e0 sau \u0111\u00f3 m\u1edf r\u1ed9ng \u0111\u1ebfn c\u00e1c l\u1ee3i th\u1ebf c\u1ee7a \u0111\u00e1m m\u00e2y.<\/p>\n<h4>L\u1ecaCH S\u1eec L\u01afU TR\u1eee TRUY\u1ec0N TH\u1ed0NG<\/h4>\n<p>H\u00e3y b\u1eaft \u0111\u1ea7u v\u1edbi c\u00e1ch ti\u1ebfp c\u1eadn truy\u1ec1n th\u1ed1ng \u0111\u1ec3 x\u1eed l\u00fd v\u00e0 l\u01b0u tr\u1eef d\u1eef li\u1ec7u.\u00a0Tr\u01b0\u1edbc \u0111\u00e2y, c\u00e1c t\u1eadp \u0111o\u00e0n \u0111\u00e3 chi h\u00e0ng tri\u1ec7u USD v\u00e0o t\u00e0i s\u1ea3n l\u00e0 b\u1ea5t \u0111\u1ed9ng s\u1ea3n v\u00e0 h\u00e0ng t\u1ef7 USD v\u00e0o c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng CNTT b\u00ean trong ch\u00fang.\u00a0L\u01b0u tr\u1eef truy\u1ec1n th\u1ed1ng bao g\u1ed3m c\u00e1c th\u00e0nh ph\u1ea7n sau:<\/p>\n<ul>\n<li>Selectron Tube: \u0110\u01b0\u1ee3c ph\u00e1t tri\u1ec3n ban \u0111\u1ea7u v\u00e0o n\u0103m 1946 v\u1edbi dung l\u01b0\u1ee3ng t\u1eeb 256 \u0111\u1ebfn 4096 bit (32 \u0111\u1ebfn 512 byte), \u1ed1ng Selectron 4096 bit c\u00f3 chi\u1ec1u d\u00e0i 10 inch v\u00e0 r\u1ed9ng 3 inch.<\/li>\n<li>Th\u1ebb\u00a0\u0111\u1ee5c l\u1ed7 (Punch card): Cho \u0111\u1ebfn gi\u1eefa nh\u1eefng n\u0103m 1970, m\u00e1y t\u00ednh \u0111\u00e3 s\u1eed d\u1ee5ng th\u1ebb \u0111\u1ee5c l\u1ed7.\u00a0Th\u1ef1c t\u1ebf th\u00fa v\u1ecb: vi\u1ec7c s\u1eed d\u1ee5ng th\u1ebb \u0111\u1ee5c l\u1ed7 c\u00f3 tr\u01b0\u1edbc m\u00e1y t\u00ednh.\u00a0Ng\u00e0nh c\u00f4ng nghi\u1ec7p d\u1ec7t \u0111\u00e3 s\u1eed d\u1ee5ng ch\u00fang \u0111\u1ec3 \u0111i\u1ec1u khi\u1ec3n khung d\u1ec7t c\u01a1 gi\u1edbi h\u00f3a t\u1eeb n\u0103m 1725.<\/li>\n<li>B\u1ed9 nh\u1edb tr\u1ed1ng t\u1eeb: \u0110\u01b0\u1ee3c ph\u00e1t minh v\u00e0o n\u0103m 1932 v\u00e0 ph\u1ed5 bi\u1ebfn trong m\u00e1y t\u00ednh gi\u1eefa th\u1ebf k\u1ef7 20, b\u1ed9 nh\u1edb tr\u1ed1ng t\u1eeb c\u00f3 dung l\u01b0\u1ee3ng tr\u00ean 10 KB.<\/li>\n<li>\u0110\u0129a m\u1ec1m (Floppy Disks): IBM \u0111\u00e3 gi\u1edbi thi\u1ec7u \u0111\u0129a m\u1ec1m v\u00e0o cu\u1ed1i th\u1ebf k\u1ef7 20, v\u00e0 dung l\u01b0\u1ee3ng c\u1ee7a ch\u00fang t\u0103ng d\u1ea7n qua c\u00e1c n\u0103m t\u1eeb 80 KB l\u00ean 2,5 MB.<\/li>\n<li>B\u0103ng t\u1eeb: \u0110\u01b0\u1ee3c gi\u1edbi thi\u1ec7u v\u00e0o n\u0103m 1951, b\u0103ng t\u1eeb r\u1ea5t n\u1eb7ng, \u0111\u01b0\u1ee3c l\u00e0m b\u1eb1ng kim lo\u1ea1i v\u00e0 d\u00e0i 1200 feet.<\/li>\n<li>\u1ed4 \u0111\u0129a c\u1ee9ng (HDD)\u00a0: \u0110i\u1ec3m h\u1ea1nh ph\u00fac cho \u1ed5 \u0111\u0129a c\u1ee9ng \u0111\u1ea7u ti\u00ean thu\u1ed9c v\u1ec1 IBM.\u00a0N\u0103m 1956, IBM ra m\u1eaft si\u00eau m\u00e1y t\u00ednh \u0111\u1ea7u ti\u00ean c\u00f3 \u1ed5 \u0111\u0129a c\u1ee9ng.\u00a0N\u00f3 c\u00f3 k\u00edch th\u01b0\u1edbc b\u1eb1ng m\u1ed9t chi\u1ebfc t\u1ee7 l\u1ea1nh v\u00e0 n\u1eb7ng kho\u1ea3ng 1000kg.\u00a0\u1ed4 c\u1ee9ng \u0111\u00e3 ph\u00e1t tri\u1ec3n v\u00e0 gi\u1edd \u0111\u00e2y ch\u00fang ta c\u00f3 \u1ed5 c\u1ee9ng t\u1eeb 6 \u0111\u1ebfn 8 TB v\u1edbi thi\u1ebft k\u1ebf nh\u1ecf g\u1ecdn (d\u00e0i 3,5 inch v\u00e0 n\u1eb7ng 500 gram).<\/li>\n<li>\u1ed4 c\u1ee9ng th\u1ec3 r\u1eafn (SSD)\u00a0: C\u00e1c thi\u1ebft b\u1ecb nh\u1edb d\u1ef1a tr\u00ean b\u00f3ng b\u00e1n d\u1eabn n\u00e0y l\u00e0 <a class=\"iblink\" href=\"\/storage\/\">thi\u1ebft b\u1ecb l\u01b0u tr\u1eef<\/a> c\u1ee7a th\u1ebf k\u1ef7 21.\u00a0Ch\u00fang c\u00f3 dung l\u01b0\u1ee3ng trung b\u00ecnh t\u1eeb 8 \u0111\u1ebfn 10 TB v\u00e0 c\u00f3 t\u1ed1c \u0111\u1ed9 \u0111\u1ecdc v\u00e0 ghi tuy\u1ec7t v\u1eddi.\u00a0C\u00e1c c\u00f4ng ty nh\u01b0 Hitachi\u00ae, Western Digital\u00ae v\u00e0 SanDisk\u00ae \u0111ang c\u1ea3i ti\u1ebfn \u0111\u00e1ng k\u1ec3 \u1ed5 \u0111\u0129a flash.<\/li>\n<\/ul>\n<h3>Ti\u1ebfp theo s\u1ebd l\u00e0 g\u00ec?<\/h3>\n<p>Ch\u00fang ta \u0111ang ti\u1ebfn v\u1ec1 ph\u00eda tr\u01b0\u1edbc v\u1edbi nh\u1eefng \u0111\u1ed5i m\u1edbi trong l\u0129nh v\u1ef1c l\u01b0u tr\u1eef h\u00e0ng ng\u00e0y, nh\u01b0ng \u0111i\u1ec1u g\u00ec s\u1ebd di\u1ec5n ra ti\u1ebfp theo?<\/p>\n<p>\u0110\u00e1m m\u00e2y cung c\u1ea5p m\u1ed9t lo\u1ea1t c\u01a1 h\u1ed9i ho\u00e0n to\u00e0n m\u1edbi, m\u1ed9t n\u1ec1n t\u1ea3ng m\u1edbi cho nh\u1eefng ng\u01b0\u1eddi c\u00f3 \u01b0\u1edbc m\u01a1 l\u1edbn, m\u1ed9t cu\u1ed9c c\u00e1ch m\u1ea1ng v\u00e0 m\u1ed9t s\u1ef1 ki\u1ec7n x\u1ea3y ra m\u1ed9t l\u1ea7n trong nhi\u1ec1u th\u1ebf k\u1ef7.\u00a0\u00dd t\u01b0\u1edfng v\u1ec1 \u0111\u00e1m m\u00e2y, \u0111\u01b0\u1ee3c gi\u1edbi thi\u1ec7u v\u00e0o n\u0103m 2003 v\u00e0 m\u1ed9t l\u1ea7n n\u1eefa v\u00e0o n\u0103m 2006, \u0111\u00e3 m\u1edf ra m\u1ed9t t\u1ef7 con \u0111\u01b0\u1eddng trong th\u1ebf gi\u1edbi hi\u1ec7n \u0111\u1ea1i h\u00f3a, s\u1ed1 h\u00f3a v\u00e0 to\u00e0n c\u1ea7u h\u00f3a.\u00a0Nhi\u1ec1u thi\u1ebft b\u1ecb th\u00f4ng minh m\u00e0 ch\u00fang ta th\u1ea5y xung quanh m\u00ecnh kh\u00f4ng th\u1ec3 ho\u1ea1t \u0111\u1ed9ng n\u1ebfu kh\u00f4ng c\u00f3 \u0111\u00e1m m\u00e2y v\u00e0 AI \u0111ang th\u00fac \u0111\u1ea9y s\u1ef1 ph\u00e1t tri\u1ec3n.\u00a0N\u0103m 2006, Amazon ra m\u1eaft \u0111\u00e1m m\u00e2y \u0111\u1ea7u ti\u00ean v\u1edbi hai d\u1ecbch v\u1ee5 ch\u00ednh l\u00e0 S3 v\u00e0 EC2.\u00a0C\u00e1c d\u1ecbch v\u1ee5, v\u1edbi h\u00e0ng t\u1ef7 b\u1ea3n c\u1eadp nh\u1eadt, v\u1eabn l\u00e0 m\u1ed9t ph\u1ea7n c\u1ee7a AWS v\u00e0 l\u00e0 c\u00f4ng c\u1ee5 t\u1ea1o ra doanh thu l\u1edbn nh\u1ea5t cho Amazon Web Services\u00ae (AWS).\u00a0K\u1ec3 t\u1eeb \u0111\u00f3, nhi\u1ec1u c\u00f4ng ty \u0111\u00e3 \u0111\u1ea7u t\u01b0 v\u00e0o \u0111\u00e1m m\u00e2y.\u00a0Ng\u00e0y nay, m\u1ecdi ng\u01b0\u1eddi \u0111\u1ec1u mu\u1ed1n chuy\u1ec3n sang \u0111\u00e1m m\u00e2y, t\u1eeb c\u00e1c c\u00f4ng ty kh\u1edfi nghi\u1ec7p m\u1edbi \u0111\u1ebfn c\u00e1c c\u00f4ng ty h\u00e0ng t\u1ef7 \u0111\u00f4 la.<\/p>\n<p>Gi\u00e1 tr\u1ecb c\u1ee7a c\u00e1c doanh nghi\u1ec7p ph\u00e1t tri\u1ec3n m\u1ea1nh trong \u0111\u00e1m m\u00e2y \u0111ang t\u0103ng t\u1eeb 200 t\u1ef7 \u0111\u00f4 la l\u00ean m\u1ee9c d\u1ef1 ki\u1ebfn \u200b\u200bl\u00e0 1,250 t\u1ef7 \u0111\u00f4 la v\u00e0o n\u0103m 2025. C\u00e1c d\u1ecbch v\u1ee5, ch\u1eb3ng h\u1ea1n nh\u01b0 AWS Lambda\u00ae v\u00e0 Google\u00ae Cloud Function, \u0111\u1ea3m nh\u1eadn c\u00e1c c\u00f4ng vi\u1ec7c t\u1ebb nh\u1ea1t nh\u01b0 cung c\u1ea5p, m\u1edf r\u1ed9ng quy m\u00f4, t\u00ednh s\u1eb5n s\u00e0ng cao, v\u00e0 kh\u1eafc ph\u1ee5c th\u1ea3m h\u1ecda (DR).\u00a0Kh\u00e1ch h\u00e0ng ch\u1ec9 c\u1ea7n \u0111\u01b0a s\u1ef1 \u0111\u1ed5i m\u1edbi v\u00e0 s\u00e1ng t\u1ea1o v\u00e0o c\u00e1c \u1ee9ng d\u1ee5ng v\u00e0 d\u1ecbch v\u1ee5 m\u00e0 h\u1ecd l\u01b0u tr\u1eef.<\/p>\n<h3>Nh\u1eefng l\u1ee3i \u00edch<\/h3>\n<p>\u0110\u00e1m m\u00e2y c\u00f3 nh\u1eefng l\u1ee3i \u00edch sau:<\/p>\n<ul>\n<li>T\u00ednh linh ho\u1ea1t: Kh\u00f4ng c\u00f2n nghi ng\u1edd g\u00ec n\u1eefa, \u0111\u00e1m m\u00e2y linh ho\u1ea1t v\u1edbi c\u00e1c t\u00f9y ch\u1ecdn nh\u01b0 theo y\u00eau c\u1ea7u v\u00e0 thanh to\u00e1n khi b\u1ea1n di chuy\u1ec3n.\u00a0V\u00ed d\u1ee5, tr\u01b0\u1edbc khi \u0111\u00e1m m\u00e2y ra \u0111\u1eddi, vi\u1ec7c m\u1edf r\u1ed9ng sang m\u1ed9t l\u1ee5c \u0111\u1ecba kh\u00e1c l\u00e0 m\u1ed9t kho\u1ea3n chi ph\u00ed l\u1edbn v\u00ec nhu c\u1ea7u CNTT.\u00a0Ng\u00e0y nay, n\u00f3 ch\u1ec9 l\u00e0 m\u1ed9t c\u00fa nh\u1ea5p chu\u1ed9t.\u00a0Ch\u00fang t\u00f4i c\u00f3 th\u1ec3 thay \u0111\u1ed5i khu v\u1ef1c v\u00e0 b\u1eaft \u0111\u1ea7u l\u00e0m vi\u1ec7c \u1edf khu v\u1ef1c kh\u00e1c ngay l\u1eadp t\u1ee9c.<\/li>\n<li>T\u00ednh kh\u1ea3 d\u1ee5ng: C\u00e1c nh\u00e0 cung c\u1ea5p d\u1ecbch v\u1ee5 \u0111\u00e1m m\u00e2y c\u00f3 s\u1eb5n \u1edf nhi\u1ec1u \u0111\u1ecba \u0111i\u1ec3m tr\u00ean to\u00e0n th\u1ebf gi\u1edbi, nh\u01b0ng m\u1ed9t s\u1ed1 doanh nghi\u1ec7p kh\u00f4ng c\u00f3 ng\u00e2n s\u00e1ch cho gi\u1ea3i ph\u00e1p DR xuy\u00ean l\u1ee5c \u0111\u1ecba.\u00a0V\u1edbi s\u1ef1 tr\u1ee3 gi\u00fap c\u1ee7a \u0111\u00e1m m\u00e2y, ngay c\u1ea3 m\u1ed9t t\u1ed5 ch\u1ee9c quy m\u00f4 nh\u1ecf c\u0169ng c\u00f3 th\u1ec3 l\u1eadp k\u1ebf ho\u1ea1ch cho c\u00e1c gi\u1ea3i ph\u00e1p DR to\u00e0n c\u1ea7u.<\/li>\n<li>T\u00ednh nh\u1ea5t qu\u00e1n: \u0110\u00e1m m\u00e2y lu\u00f4n cung c\u1ea5p \u0111\u1ed9 tin c\u1eady v\u00e0 d\u1eef li\u1ec7u s\u1eb5n c\u00f3.\u00a0Nh\u00ecn chung, \u0111\u00e1m m\u00e2y nh\u1ea5t qu\u00e1n h\u01a1n c\u00e1c trung t\u00e2m d\u1eef li\u1ec7u truy\u1ec1n th\u1ed1ng.<\/li>\n<\/ul>\n<h3>Ph\u1ea7n k\u1ebft lu\u1eadn<\/h3>\n<p>V\u00e0o \u0111\u1ea7u th\u1ebf k\u1ef7 19, nh\u1eefng d\u00f2ng \u0111i\u1ec7n \u0111\u1ea7u ti\u00ean \u0111\u00e3 \u0111\u1ebfn v\u1edbi th\u1ebf gi\u1edbi con ng\u01b0\u1eddi v\u00e0 thay \u0111\u1ed5i ho\u00e0n to\u00e0n c\u00e1ch ch\u00fang ta suy ngh\u0129 v\u00e0 v\u1eadn h\u00e0nh.\u00a0Ng\u00e0y nay, \u0111i\u1ec7n c\u00f3 m\u1eb7t \u1edf kh\u1eafp m\u1ecdi n\u01a1i v\u00e0 g\u1ea7n nh\u01b0 c\u1ea7n thi\u1ebft nh\u01b0 n\u01b0\u1edbc v\u00e0 kh\u00f4ng kh\u00ed.\u00a0AI v\u00e0 ML, m\u1ed9t lo\u1ea1i &#8220;\u0111i\u1ec7n&#8221; m\u1edbi, g\u1ea7n nh\u01b0 ph\u1ed5 bi\u1ebfn.\u00a0B\u1ea1n kh\u00f3 c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng AI \u0111\u1ec3 x\u1eed l\u00fd c\u00e1c t\u1eadp d\u1eef li\u1ec7u l\u1edbn v\u00e0 x\u1eed l\u00fd d\u1eef li\u1ec7u \u0111\u1ec3 \u0111\u01b0a ra quy\u1ebft \u0111\u1ecbnh nhanh ch\u00f3ng n\u1ebfu kh\u00f4ng c\u00f3 c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng do \u0111\u00e1m m\u00e2y cung c\u1ea5p.\u00a0Chuy\u1ebfn bay l\u00ean \u0111\u00e1m m\u00e2y \u0111ang di\u1ec5n ra t\u1ed1t \u0111\u1eb9p.\u00a0Ai bi\u1ebft ch\u00fang ta s\u1ebd k\u1ebft th\u00fac \u1edf \u0111\u00e2u?\u00a0\u0110i\u1ec3m d\u1eebng ti\u1ebfp theo, b\u00e1n c\u1ea7u ph\u00eda Nam c\u1ee7a \u0111\u00e1m m\u00e2y tr\u00ean sao H\u1ecfa?<\/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=22395\">Infortrend Enterprise Cloud &#8211; Gi\u1ea3i ph\u00e1p \u0111i\u1ec7n to\u00e1n t\u1eadp trung cho ph\u00e1t tri\u1ec3n AI<\/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=21626\">U.2 SSD: &#8220;Chi\u1ebfn binh&#8221; hi\u1ec7u n\u0103ng cao \u1ea9n m\u00ecnh trong th\u1ebf gi\u1edbi l\u01b0u tr\u1eef doanh nghi\u1ec7p<\/a><\/li>\n<\/ul>\n<\/p>","protected":false},"excerpt":{"rendered":"<p>Ng&agrave;y nay, v&#7899;i s&#7921; tr&#7907; gi&uacute;p c&#7911;a s&#7889; h&oacute;a v&agrave; c&aacute;c c&ocirc;ng ngh&#7879; hi&#7879;n &#273;&#7841;i, th&#7871; gi&#7899;i &#273;ang tr&#7843;i qua m&#7897;t ki&#7875;u bi&#7871;n &#273;&#7893;i m&agrave; lo&agrave;i ng&#432;&#7901;i ch&#432;a t&#7915;ng th&#7845;y tr&#432;&#7899;c &#273;&acirc;y.&nbsp;Ch&uacute;ng ta &#273;&atilde; n&oacute;i v&#7873; vi&#7879;c t&#7841;o ra c&aacute;c thu&#7897;c &#273;&#7883;a tr&ecirc;n sao H&#7887;a v&agrave; c&aacute;c ph&#7847;n kh&aacute;c c&#7911;a h&#7879; m&#7863;t tr&#7901;i. AI v&agrave;&#8230;<\/p>\n","protected":false},"author":2,"featured_media":7434,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[3,1],"tags":[7,1332,29,32],"class_list":["post-7433","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-hpc","category-tong-hop","tag-ai","tag-cloud-computing","tag-machine-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>AI, ML: &quot;Flight to the cloud&quot; - 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\/tong-hop\/ai-ml-flight-to-the-cloud-p7433\/\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:title\" content=\"AI, ML: &quot;Flight to the cloud&quot; - Blog | TheGioiMayChu\" \/>\n<meta name=\"twitter:description\" content=\"Ng&agrave;y nay, v&#7899;i s&#7921; tr&#7907; gi&uacute;p c&#7911;a s&#7889; h&oacute;a v&agrave; c&aacute;c c&ocirc;ng ngh&#7879; hi&#7879;n &#273;&#7841;i, th&#7871; gi&#7899;i &#273;ang tr&#7843;i qua m&#7897;t ki&#7875;u bi&#7871;n &#273;&#7893;i m&agrave; lo&agrave;i ng&#432;&#7901;i ch&#432;a t&#7915;ng th&#7845;y tr&#432;&#7899;c &#273;&acirc;y.&nbsp;Ch&uacute;ng ta &#273;&atilde; n&oacute;i v&#7873; vi&#7879;c t&#7841;o ra c&aacute;c thu&#7897;c &#273;&#7883;a tr&ecirc;n sao H&#7887;a v&agrave; c&aacute;c ph&#7847;n kh&aacute;c c&#7911;a h&#7879; m&#7863;t tr&#7901;i. 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