{"id":9779,"date":"2021-07-18T13:40:08","date_gmt":"2021-07-18T13:40:08","guid":{"rendered":"https:\/\/www.thegioimaychu.vn\/blog\/?p=9779"},"modified":"2021-07-18T13:48:37","modified_gmt":"2021-07-18T13:48:37","slug":"kinh-nghiem-trien-khai-he-thong-luu-tru-hieu-qua-cho-ai","status":"publish","type":"post","link":"https:\/\/thegioimaychu.vn\/blog\/ai-hpc\/kinh-nghiem-trien-khai-he-thong-luu-tru-hieu-qua-cho-ai-p9779\/","title":{"rendered":"Kinh nghi\u1ec7m tri\u1ec3n khai h\u1ec7 th\u1ed1ng l\u01b0u tr\u1eef hi\u1ec7u qu\u1ea3 cho AI"},"content":{"rendered":"<style>.iblink{color:#975!important;}.iblink:hover{color:orange!important;}<\/style><p>C\u00e1c c\u00f4ng ty c\u00f3 c\u00e1c d\u1ef1 \u00e1n AI c\u1ea7n m\u1ed9t c\u00e1ch th\u1ee9c hi\u1ec7u qu\u1ea3 \u0111\u1ec3 l\u01b0u tr\u1eef, truy xu\u1ea5t v\u00e0 chia s\u1ebb m\u1ed9t l\u01b0\u1ee3ng l\u1edbn d\u1eef li\u1ec7u ph\u1ee9c t\u1ea1p. Nh\u1eefng l\u01b0u \u00fd sau s\u1ebd gi\u00fap gi\u1ea3i quy\u1ebft c\u00e1c th\u00e1ch th\u1ee9c v\u1ec1 l\u01b0u tr\u1eef d\u1eef li\u1ec7u cho AI.<\/p>\n<p>D\u00f9 ng\u00e0y c\u00e0ng c\u00f3 nhi\u1ec1u doanh nghi\u1ec7p \u1ee9ng d\u1ee5ng, c\u00f4ng ngh\u1ec7 AI v\u1eabn l\u00e0 m\u1ed9t l\u0129nh v\u1ef1c m\u1edbi ph\u00e1t tri\u1ec3n v\u00e0 \u0111\u1ea7y th\u00e1ch th\u1ee9c. V\u1eabn c\u00f2n nhi\u1ec1u \u0111i\u1ec1u \u0111\u1ec3 c\u00e1c c\u00f4ng ty \u1ee9ng d\u1ee5ng ch\u00fang ph\u1ea3i \u0111\u01b0\u01a1ng \u0111\u1ea7u, \u0111\u1eb7c bi\u1ec7t l\u00e0 c\u00e1c y\u00eau c\u1ea7u v\u1ec1 l\u01b0u tr\u1eef.<\/p>\n<p>May m\u1eafn l\u00e0 c\u00f3 m\u1ed9t s\u1ed1 nguy\u00ean t\u1eafc nh\u1ea5t \u0111\u1ecbnh v\u00e0 c\u00e1c ph\u01b0\u01a1ng ph\u00e1p tri\u1ec3n khai t\u1ed1t m\u00e0 b\u1ed9 ph\u1eadn CNTT c\u00f3 th\u1ec3 tu\u00e2n theo \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o l\u01b0u tr\u1eef hi\u1ec7u qu\u1ea3 cho c\u1ea3 h\u1ec7 th\u1ed1ng v\u1eadn h\u00e0nh AI.<\/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<h3>Nhu c\u1ea7u l\u01b0u tr\u1eef AI<\/h3>\n<p>Adrian Zidaritz, t\u00e1c gi\u1ea3 c\u1ee7a AIbluedot.com, m\u1ed9t trang web d\u00e0nh ri\u00eang cho c\u00e1c ch\u1ee7 \u0111\u1ec1 v\u1ec1 AI, v\u00e0 l\u00e0 c\u1ef1u tr\u01b0\u1edfng b\u1ed9 ph\u1eadn khoa h\u1ecdc d\u1eef li\u1ec7u t\u1ea1i Collective &#8211; m\u1ed9t c\u00f4ng ty t\u01b0 v\u1ea5n v\u1ec1 AI &#8211; cho bi\u1ebft, khi c\u00e1c \u1ee9ng d\u1ee5ng AI m\u1edf r\u1ed9ng sang nhi\u1ec1u l\u0129nh v\u1ef1c, c\u00f4ng ngh\u1ec7 n\u00e0y ch\u1eafc ch\u1eafn s\u1ebd tr\u1edf n\u00ean ph\u1ed5 bi\u1ebfn h\u01a1n.<\/p>\n<p>&#8220;Do \u0111\u00f3, \u0111i\u1ec1u c\u1ea7n thi\u1ebft l\u00e0 c\u00e1c doanh nghi\u1ec7p ph\u1ea3i k\u1ebft h\u1ee3p c\u00e1c d\u1ef1 \u00e1n d\u1ef1a tr\u00ean AI c\u1ee7a h\u1ecd v\u1edbi m\u1ed9t c\u00f4ng ngh\u1ec7 l\u01b0u tr\u1eef t\u01b0\u01a1ng th\u00edch v\u00e0 hi\u1ec7u qu\u1ea3&#8221;, Zidaritz n\u00f3i. Anthony Ciarlo, l\u00e3nh \u0111\u1ea1o AI, h\u1ec7 sinh th\u00e1i v\u00e0 li\u00ean minh t\u1ea1i c\u00f4ng ty t\u01b0 v\u1ea5n kinh doanh v\u00e0 c\u00f4ng ngh\u1ec7 Deloitte Consulting, cho bi\u1ebft b\u1ed9 nh\u1edb cho AI t\u1eadn d\u1ee5ng t\u1ed1t h\u01a1n d\u1eef li\u1ec7u kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c d\u1ef1a tr\u00ean AI v\u00e0 n\u00e2ng cao tr\u1ea3i nghi\u1ec7m ng\u01b0\u1eddi d\u00f9ng th\u00f4ng qua d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c chia s\u1ebb d\u1ec5 d\u00e0ng.<\/p>\n<p>Ciarlo cho bi\u1ebft: \u201cC\u00e1c t\u1ed5 ch\u1ee9c doanh nghi\u1ec7p c\u00f3 chi\u1ebfn l\u01b0\u1ee3c d\u1eef li\u1ec7u ph\u00f9 h\u1ee3p c\u00f3 th\u1eddi gian b\u00e1o c\u00e1o nhanh h\u01a1n, t\u0103ng t\u00ednh linh ho\u1ea1t v\u00e0 \u0111\u1ed9 s\u00e2u d\u1eef li\u1ec7u r\u1ed9ng h\u01a1n m\u00e0 h\u1ecd c\u00f3 th\u1ec3 ph\u00e2n t\u00edch so v\u1edbi c\u00e1c m\u00f4i tr\u01b0\u1eddng truy\u1ec1n th\u1ed1ng.C\u00e1c l\u1ee3i \u00edch ch\u00ednh bao g\u1ed3m:<\/p>\n<ul>\n<li>Kh\u1ea3 n\u0103ng ph\u00e2n t\u00edch v\u00e0 s\u1eed d\u1ee5ng s\u1ed1 l\u01b0\u1ee3ng l\u1edbn d\u1eef li\u1ec7u ch\u1ec9 b\u1eb1ng m\u1ed9t ph\u1ea7n nh\u1ecf th\u1eddi gian c\u1ee7a b\u00e1o c\u00e1o truy\u1ec1n th\u1ed1ng.<\/li>\n<li>C\u00e1c bi\u1ec7n ph\u00e1p b\u1ea3o m\u1eadt n\u00e2ng cao v\u00e0 c\u00e1c giao th\u1ee9c truy c\u1eadp.\u00a0L\u01b0u tr\u1eef cho AI cho ph\u00e9p c\u00e1c t\u1ed5 ch\u1ee9c \u0111\u01b0a ra c\u00e1c quy t\u1eafc x\u00e1c \u0111\u1ecbnh ai c\u00f3 quy\u1ec1n truy c\u1eadp v\u00e0 khi n\u00e0o.\u00a0\u0110i\u1ec1u n\u00e0y gi\u00fap trao \u0111\u1ed5i d\u1eef li\u1ec7u d\u1ec5 d\u00e0ng v\u00e0 \u0111\u1ea3m b\u1ea3o t\u1eadp d\u1eef li\u1ec7u an to\u00e0n h\u01a1n, gi\u00fap gi\u1ea3m c\u1ea3 chi ph\u00ed v\u1eadn h\u00e0nh v\u00e0 tu\u00e2n th\u1ee7.<\/li>\n<\/ul>\n<p><img decoding=\"async\" class=\"aligncenter\" src=\"https:\/\/thegioimaychu.vn\/blog\/wp-content\/uploads\/2021\/06\/tgmc-blog-60c9faf2162d1.png\" alt=\"Bi\u1ec3u \u0111\u1ed3 chi ti\u00eau cho AI\" \/><br \/>\nJohn Langton, gi\u00e1m \u0111\u1ed1c khoa h\u1ecdc d\u1eef li\u1ec7u \u1ee9ng d\u1ee5ng t\u1ea1i c\u00f4ng ty t\u01b0 v\u1ea5n qu\u1ea3n l\u00fd Wolters Kluwer, cho bi\u1ebft m\u1ed9t c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng k\u1ef9 thu\u1eadt d\u1eef li\u1ec7u ho\u00e0n thi\u1ec7n cho ph\u00e9p ng\u01b0\u1eddi d\u00f9ng t\u00ecm th\u1ea5y th\u00f4ng tin h\u1ecd c\u1ea7n nhanh h\u01a1n.<\/p>\n<p>&#8220;N\u00f3 c\u0169ng cho ph\u00e9p s\u1eed d\u1ee5ng &#8230; d\u1eef li\u1ec7u cho c\u00e1c m\u1ee5c \u0111\u00edch kh\u00e1c nhau, t\u1eeb b\u00e1o c\u00e1o \u0111\u1ebfn ph\u00e2n t\u00edch cho \u0111\u1ebfn c\u00e1c d\u1ef1 \u00e1n AI ti\u00ean ti\u1ebfn h\u01a1n&#8221;, Langton n\u00f3i.<\/p>\n<p>C\u00e1c m\u00f4 h\u00ecnh l\u01b0u tr\u1eef v\u00e0 d\u1eef li\u1ec7u hi\u1ec7u qu\u1ea3 &#8211; c\u0169ng nh\u01b0\u00a0c\u00e1c quy tr\u00ecnh tr\u00edch xu\u1ea5t, chuy\u1ec3n \u0111\u1ed5i v\u00e0 t\u1ea3i\u00a0&#8211; s\u1ebd gi\u00fap ng\u01b0\u1eddi d\u00f9ng h\u1ee3p l\u00fd h\u00f3a c\u00e1c ho\u1ea1t \u0111\u1ed9ng \u0111\u1ec3 c\u00e1c t\u1ed5 ch\u1ee9c c\u00f3 th\u1ec3 t\u1eadp trung v\u00e0o ph\u00e2n t\u00edch thay v\u00ec chuy\u1ec3n \u0111\u1ed5i d\u1eef li\u1ec7u.<\/p>\n<h3>Tri\u1ec3n khai h\u1ec7 th\u1ed1ng l\u01b0u tr\u1eef cho AI<\/h3>\n<p>Goutham Belliappa, ph\u00f3 ch\u1ee7 t\u1ecbch ph\u1ee5 tr\u00e1ch k\u1ef9 thu\u1eadt AI c\u1ee7a c\u00f4ng ty t\u01b0 v\u1ea5n kinh doanh v\u00e0 CNTT Capgemini, cho bi\u1ebft\u00a0h\u1ea7u h\u1ebft c\u00e1c d\u1ef1 \u00e1n AI s\u1eed d\u1ee5ng s\u1ef1 k\u1ebft h\u1ee3p gi\u1eefa\u00a0l\u01b0u tr\u1eef kh\u1ed1i v\u00e0 \u0111\u1ed1i t\u01b0\u1ee3ng\u00a0.<\/p>\n<p>Belliappa cho bi\u1ebft: \u201cM\u1ed9t kho l\u01b0u tr\u1eef kh\u1ed1i ho\u1ea1t \u0111\u1ed9ng t\u1ed1t nh\u1ea5t cho s\u1ef1 t\u01b0\u01a1ng t\u00e1c tr\u1ef1c ti\u1ebfp c\u1ee7a ng\u01b0\u1eddi d\u00f9ng, nh\u01b0 h\u1ec7 th\u1ed1ng t\u1ec7p, c\u01a1 s\u1edf d\u1eef li\u1ec7u ho\u1eb7c b\u1ea5t k\u1ef3 \u1ee9ng d\u1ee5ng n\u00e0o y\u00eau c\u1ea7u \u0111\u1ecdc v\u00e0 ghi hi\u1ec7u su\u1ea5t cao\u201d.\u00a0&#8220;M\u1eb7t kh\u00e1c, l\u01b0u tr\u1eef \u0111\u1ed1i t\u01b0\u1ee3ng mang l\u1ea1i \u0111\u1ed9 b\u1ec1n v\u00e0 t\u00ednh linh ho\u1ea1t trong \u0111\u00f3 c\u00e1c \u1ee9ng d\u1ee5ng &#8211; nh\u01b0 c\u1eeda h\u00e0ng \u0111\u1ed3 th\u1ecb, tr\u00ecnh ph\u00e1t video ho\u1eb7c m\u1ed9t s\u1ed1 c\u01a1 ch\u1ebf kh\u00e1c c\u00f3 th\u1ec3 hi\u1ec3u ch\u1ec9 m\u1ee5c v\u00e0 v\u1ecb tr\u00ed &#8211; c\u00f3 th\u1ec3 truy c\u1eadp d\u1eef li\u1ec7u \u0111\u01b0\u1ee3c ghi m\u1ed9t l\u1ea7n v\u00e0 \u0111\u1ecdc nhi\u1ec1u l\u1ea7n.&#8221;<\/p>\n<p>Belliappa cho bi\u1ebft, c\u1ea7n x\u00e1c \u0111\u1ecbnh lo\u1ea1i l\u01b0u tr\u1eef\u00a0ph\u00f9 h\u1ee3p v\u1edbi\u00a0nhu c\u1ea7u s\u1eed d\u1ee5ng.<\/p>\n<p>\u00d4ng n\u00f3i: \u201cH\u00e3y tr\u00e1nh nh\u1eefng y\u1ebfu t\u1ed1 tr\u1eebu t\u01b0\u1ee3ng, v\u00ed d\u1ee5, cung c\u1ea5p cho b\u1ea1n m\u1ed9t c\u1ea5u tr\u00fac gi\u1ed1ng nh\u01b0 l\u01b0u tr\u1eef kh\u1ed1i tr\u00ean b\u1ed9 l\u01b0u tr\u1eef \u0111\u1ed1i t\u01b0\u1ee3ng, n\u01a1i m\u00e0 b\u1ea1n s\u1ebd g\u1eb7p ph\u1ea3i \u0111i\u1ec1u t\u1ed3i t\u1ec7 nh\u1ea5t trong c\u1ea3 hai\u201d.<\/p>\n<p>L\u00e0m vi\u1ec7c \u0111\u1ec3 gi\u1edbi h\u1ea1n k\u00edch th\u01b0\u1edbc t\u1ec7p trong c\u00e1c m\u00f4i tr\u01b0\u1eddng ph\u1ee9c t\u1ea1p, ch\u1eb3ng h\u1ea1n nh\u01b0 nh\u1eefng m\u00f4i tr\u01b0\u1eddng s\u1eed d\u1ee5ng\u00a0Spark\u00a0\u0111\u1ec3 x\u1eed l\u00fd song song v\u00e0 t\u1ec7p g\u1ed7.\u00a0C\u00e1ch\u00a0ph\u00e2n v\u00f9ng\u00a0t\u1ec7p\u00a0c\u0169ng s\u1ebd \u1ea3nh h\u01b0\u1edfng \u0111\u00e1ng k\u1ec3 \u0111\u1ebfn hi\u1ec7u su\u1ea5t v\u00e0 d\u1eabn \u0111\u1ebfn vi\u1ec7c truy xu\u1ea5t d\u1eef li\u1ec7u nhanh h\u01a1n.<\/p>\n<h3>Xem x\u00e9t \u0111\u1ebfn \u0111\u00e1m m\u00e2y<\/h3>\n<p>Ciarlo n\u00f3i r\u1eb1ng\u00a0\u0111\u00e1m m\u00e2y &#8211; c\u1ee5 th\u1ec3 h\u01a1n l\u00e0 \u0111\u00e1m m\u00e2y c\u00f4ng c\u1ed9ng, public cloud &#8211; n\u00ean \u0111\u01b0\u1ee3c\u00a0ch\u00fa \u00fd h\u00e0ng \u0111\u1ea7u\u00a0trong qu\u00e1 tr\u00ecnh \u0111\u00e1nh gi\u00e1 c\u00e1c chi\u1ebfn l\u01b0\u1ee3c l\u01b0u tr\u1eef AI.<\/p>\n<p>\u00d4ng n\u00f3i: \u201cT\u1ea1i \u0111\u00e2y, b\u1ea1n s\u1ebd t\u00ecm th\u1ea5y nh\u1eefng c\u1ea3i ti\u1ebfn v\u00e0 kh\u1ea3 n\u0103ng m\u1edbi nh\u1ea5t v\u1ed1n ch\u1ec9 c\u00f3 s\u1eb5n tr\u00ean \u0111\u00e1m m\u00e2y.<\/p>\n<p>V\u00ed d\u1ee5, l\u01b0u tr\u1eef \u0111\u1ed1i t\u01b0\u1ee3ng \u0111\u01b0\u1ee3c \u0111\u1ecbnh h\u01b0\u1edbng cho \u0111\u00e1m m\u00e2y v\u00e0 \u0111\u00e1m m\u00e2y cho ph\u00e9p chia s\u1ebb v\u00e0 trao \u0111\u1ed5i d\u1eef li\u1ec7u.<\/p>\n<p>Ciarlo n\u00f3i: \u201cN\u1ebfu kh\u00f4ng c\u00f3 nh\u1eefng ti\u1ebfn b\u1ed9 c\u1ee7a c\u00f4ng ngh\u1ec7 \u0111\u00e1m m\u00e2y, l\u01b0u tr\u1eef b\u1eb1ng AI s\u1ebd kh\u00f4ng ph\u1ea3i l\u00e0 m\u1ed9t chi\u1ebfn l\u01b0\u1ee3c hi\u1ec7u qu\u1ea3 ho\u1eb7c ho\u00e0n ch\u1ec9nh.<\/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=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=21466\">5 \u0111i\u1ec1u b\u1ea1n c\u1ea7n bi\u1ebft v\u1ec1 NVIDIA DGX Spark &#8211; Chi\u1ebfc m\u00e1y t\u00ednh m\u01a1 \u01b0\u1edbc c\u1ee7a c\u00e1c nh\u00e0 ph\u00e1t tri\u1ec3n AI<\/a><\/li>\n<li><a href=\"https:\/\/thegioimaychu.vn\/blog\/?post_type=post&#038;p=21557\">SLM v\u00e0 AI t\u1ea1i bi\u00ean: B\u00ecnh minh c\u1ee7a m\u1ed9t k\u1ef7 nguy\u00ean m\u1edbi hay ch\u1ec9 l\u00e0 c\u01a1n s\u1ed1t nh\u1ea5t th\u1eddi?<\/a><\/li>\n<\/ul>\n<\/p>","protected":false},"excerpt":{"rendered":"<p>C&aacute;c c&ocirc;ng ty c&oacute; c&aacute;c d&#7921; &aacute;n AI c&#7847;n m&#7897;t c&aacute;ch th&#7913;c hi&#7879;u qu&#7843; &#273;&#7875; l&#432;u tr&#7919;, truy xu&#7845;t v&agrave; chia s&#7867; m&#7897;t l&#432;&#7907;ng l&#7899;n d&#7919; li&#7879;u ph&#7913;c t&#7841;p. Nh&#7919;ng l&#432;u &yacute; sau s&#7869; gi&uacute;p gi&#7843;i quy&#7871;t c&aacute;c th&aacute;ch th&#7913;c v&#7873; l&#432;u tr&#7919; d&#7919; li&#7879;u cho AI. D&ugrave; ng&agrave;y c&agrave;ng c&oacute; nhi&#7873;u doanh nghi&#7879;p &#7913;ng&#8230;<\/p>\n","protected":false},"author":2,"featured_media":9919,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[3,162],"tags":[7,12],"class_list":["post-9779","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-hpc","category-giai-phap","tag-ai","tag-deep-learning"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Kinh nghi\u1ec7m tri\u1ec3n khai h\u1ec7 th\u1ed1ng l\u01b0u tr\u1eef hi\u1ec7u qu\u1ea3 cho AI - 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\/kinh-nghiem-trien-khai-he-thong-luu-tru-hieu-qua-cho-ai-p9779\/\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:title\" content=\"Kinh nghi\u1ec7m tri\u1ec3n khai h\u1ec7 th\u1ed1ng l\u01b0u tr\u1eef hi\u1ec7u qu\u1ea3 cho AI - Blog | TheGioiMayChu\" \/>\n<meta name=\"twitter:description\" content=\"C&aacute;c c&ocirc;ng ty c&oacute; c&aacute;c d&#7921; &aacute;n AI c&#7847;n m&#7897;t c&aacute;ch th&#7913;c hi&#7879;u qu&#7843; &#273;&#7875; l&#432;u tr&#7919;, truy xu&#7845;t v&agrave; chia s&#7867; m&#7897;t l&#432;&#7907;ng l&#7899;n d&#7919; li&#7879;u ph&#7913;c t&#7841;p. 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