{"id":10440,"date":"2026-08-13T10:47:34","date_gmt":"2026-08-13T03:47:34","guid":{"rendered":"https:\/\/useful.vn\/?p=10440"},"modified":"2026-08-13T10:47:34","modified_gmt":"2026-08-13T03:47:34","slug":"ai-khien-doanh-nghiep-tinh-lai-bai-toan-ha-tang-cntt","status":"publish","type":"post","link":"https:\/\/useful.vn\/?p=10440","title":{"rendered":"AI khi\u1ebfn doanh nghi\u1ec7p t\u00ednh l\u1ea1i b\u00e0i to\u00e1n h\u1ea1 t\u1ea7ng CNTT"},"content":{"rendered":"
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\nAI khi\u1ebfn doanh nghi\u1ec7p t\u00ednh l\u1ea1i b\u00e0i to\u00e1n h\u1ea1 t\u1ea7ng CNTT <\/h1>\n

S\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a AI khi\u1ebfn nhi\u1ec1u doanh nghi\u1ec7p chuy\u1ec3n sang \u0111\u1ea7u t\u01b0 h\u1ea1 t\u1ea7ng ri\u00eang nh\u1eb1m ki\u1ec3m so\u00e1t d\u1eef li\u1ec7u, t\u1ed1i \u01b0u chi ph\u00ed, theo d\u1ef1 b\u00e1o c\u1ee7a Gartner.<\/p>\n

D\u1ef1 b\u00e1o c\u1ee7a Gartner \u0111\u01b0\u1ee3c c\u00e1c chuy\u00ean gia d\u1eabn t\u1ea1i s\u1ef1 ki\u1ec7n KCD & OpenInfra Days in Vietnam, ng\u00e0y 25\/7, h\u01a1n 60% doanh nghi\u1ec7p s\u1ebd tri\u1ec3n khai Private AI tr\u00ean h\u1ea1 t\u1ea7ng c\u1ee7a m\u00ecnh v\u00e0o n\u0103m 2026. Kh\u00f4ng ch\u1ec9 l\u00e0m thay \u0111\u1ed5i c\u00e1ch doanh nghi\u1ec7p \u1ee9ng d\u1ee5ng c\u00f4ng ngh\u1ec7, AI \u0111ang t\u00e1c \u0111\u1ed9ng \u0111\u1ebfn c\u1ea3 chi\u1ebfn l\u01b0\u1ee3c \u0111\u1ea7u t\u01b0 h\u1ea1 t\u1ea7ng CNTT.<\/p>\n

\u00d4ng Daniel Dang, chuy\u00ean gia t\u1eeb ZStack cho r\u1eb1ng, xu h\u01b0\u1edbng n\u00e0y xu\u1ea5t ph\u00e1t t\u1eeb ba b\u00e0i to\u00e1n doanh nghi\u1ec7p ph\u1ea3i gi\u1ea3i khi \u0111\u01b0a AI v\u00e0o v\u1eadn h\u00e0nh. \u0110\u1ea7u ti\u00ean l\u00e0 chi ph\u00ed. H\u1ec7 th\u1ed1ng AI \u0111\u00f2i h\u1ecfi n\u0103ng l\u1ef1c t\u00ednh to\u00e1n l\u1edbn, trong khi ph\u1ea7n c\u1ee9ng ng\u00e0y c\u00e0ng \u0111\u1eaft \u0111\u1ecf. “N\u1ebfu t\u1eadn d\u1ee5ng \u0111\u01b0\u1ee3c m\u00e1y ch\u1ee7 v\u00e0 h\u1ea1 t\u1ea7ng hi\u1ec7n c\u00f3, doanh nghi\u1ec7p s\u1ebd gi\u1ea3m \u0111\u00e1ng k\u1ec3 chi ph\u00ed \u0111\u1ea7u t\u01b0 ban \u0111\u1ea7u”, \u00f4ng n\u00f3i.<\/p>\n

B\u00e0i to\u00e1n th\u1ee9 hai l\u00e0 d\u1eef li\u1ec7u. Theo \u00f4ng, khi s\u1eed d\u1ee5ng c\u00e1c m\u00f4 h\u00ecnh AI ho\u1eb7c d\u1ecbch v\u1ee5 \u0111\u00e1m m\u00e2y, nhi\u1ec1u doanh nghi\u1ec7p b\u0103n kho\u0103n li\u1ec7u d\u1eef li\u1ec7u c\u00f3 \u0111\u01b0\u1ee3c \u0111\u01b0a ra ngo\u00e0i h\u1ec7 th\u1ed1ng hay kh\u00f4ng. Vi\u1ec7c tri\u1ec3n khai AI tr\u00ean h\u1ea1 t\u1ea7ng ri\u00eang gi\u00fap h\u1ecd ch\u1ee7 \u0111\u1ed9ng h\u01a1n trong qu\u1ea3n l\u00fd v\u00e0 ki\u1ec3m so\u00e1t th\u00f4ng tin. Th\u00e1ch th\u1ee9c c\u00f2n l\u1ea1i l\u00e0 v\u1eadn h\u00e0nh. V\u1edbi c\u00e1c doanh nghi\u1ec7p kh\u00f4ng c\u00f3 \u0111\u1ed9i ng\u0169 chuy\u00ean s\u00e2u v\u1ec1 AI, nhu c\u1ea7u c\u1ee7a h\u1ecd l\u00e0 nh\u1eefng n\u1ec1n t\u1ea3ng c\u00f3 th\u1ec3 tri\u1ec3n khai nhanh, qu\u1ea3n tr\u1ecb \u0111\u01a1n gi\u1ea3n \u0111\u1ec3 r\u00fat ng\u1eafn th\u1eddi gian \u0111\u01b0a AI v\u00e0o \u1ee9ng d\u1ee5ng.<\/p>\n

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\u00d4ng Daniel Dang, chuy\u00ean gia CNTT c\u1ee7a ZStack ph\u00e1t bi\u1ec3u t\u1ea1i s\u1ef1 ki\u1ec7n ng\u00e0y 25\/7. \u1ea2nh: Tr\u1ecdng \u0110\u1ea1t, B\u1ea3o Ch\u00e2u<\/em><\/p>\n<\/figcaption><\/figure>\n

\u1ede g\u00f3c nh\u00ecn kh\u00e1c, \u00f4ng Nguy\u1ec5n Ng\u1ecdc Kh\u00e1nh, \u0111\u1ea1i di\u1ec7n VNPT Cloud cho r\u1eb1ng, \u0111\u1ea7u t\u01b0 h\u1ea1 t\u1ea7ng m\u1edbi ch\u1ec9 l\u00e0 m\u1ed9t ph\u1ea7n c\u1ee7a b\u00e0i to\u00e1n “ch\u1ee7 quy\u1ec1n AI”. Theo \u00f4ng, doanh nghi\u1ec7p c\u1ea7n l\u00e0m ch\u1ee7 c\u1ea3 c\u00f4ng ngh\u1ec7, d\u1eef li\u1ec7u, m\u00f4 h\u00ecnh AI v\u00e0 h\u1ea1 t\u1ea7ng v\u1eadn h\u00e0nh. “D\u00f9 t\u1ef1 ph\u00e1t tri\u1ec3n hay s\u1eed d\u1ee5ng m\u00f4 h\u00ecnh c\u00f3 s\u1eb5n, doanh nghi\u1ec7p v\u1eabn c\u1ea7n hi\u1ec3u v\u00e0 l\u00e0m ch\u1ee7 c\u00e1ch th\u1ee9c v\u1eadn h\u00e0nh c\u1ee7a m\u00f4 h\u00ecnh”, \u00f4ng n\u00f3i.<\/p>\n

Tuy nhi\u00ean, x\u00e2y d\u1ef1ng h\u1ea1 t\u1ea7ng ri\u00eang kh\u00f4ng c\u00f3 ngh\u0129a doanh nghi\u1ec7p t\u1eeb b\u1ecf \u0111i\u1ec7n to\u00e1n \u0111\u00e1m m\u00e2y. Thay v\u00e0o \u0111\u00f3, m\u1ed9t s\u1ed1 \u0111\u01a1n v\u1ecb \u0111ang l\u1ef1a ch\u1ecdn k\u1ebft h\u1ee3p nhi\u1ec1u m\u00f4 h\u00ecnh \u0111\u1ec3 c\u00e2n b\u1eb1ng gi\u1eefa b\u1ea3o m\u1eadt, chi ph\u00ed v\u00e0 kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng.<\/p>\n

D\u1eabn b\u00e1o c\u00e1o Flexera State of the Cloud Report, \u00f4ng L\u00ea V\u0103n \u0110o\u00e0n, \u0111\u1ea1i di\u1ec7n CMC Telecom cho bi\u1ebft, 89% doanh nghi\u1ec7p \u0111\u01b0\u1ee3c kh\u1ea3o s\u00e1t \u0111ang theo \u0111u\u1ed5i chi\u1ebfn l\u01b0\u1ee3c Multi-cloud, s\u1eed d\u1ee5ng d\u1ecbch v\u1ee5 c\u1ee7a nhi\u1ec1u nh\u00e0 cung c\u1ea5p kh\u00e1c nhau, trong khi 73% l\u1ef1a ch\u1ecdn Hybrid Cloud, k\u1ebft h\u1ee3p h\u1ea1 t\u1ea7ng n\u1ed9i b\u1ed9 v\u1edbi c\u00e1c n\u1ec1n t\u1ea3ng \u0111\u00e1m m\u00e2y.<\/p>\n

M\u00f4 h\u00ecnh n\u00e0y \u0111\u1eb7c bi\u1ec7t ph\u00f9 h\u1ee3p v\u1edbi c\u00e1c t\u1ed5 ch\u1ee9c c\u00f3 y\u00eau c\u1ea7u cao v\u1ec1 b\u1ea3o m\u1eadt nh\u01b0 ng\u00e2n h\u00e0ng hay t\u00e0i ch\u00ednh. Nh\u1eefng h\u1ec7 th\u1ed1ng ch\u1ee9a d\u1eef li\u1ec7u quan tr\u1ecdng ho\u1eb7c d\u1eef li\u1ec7u c\u00e1 nh\u00e2n \u0111\u01b0\u1ee3c \u0111\u1eb7t t\u1ea1i trung t\u00e2m d\u1eef li\u1ec7u c\u1ee7a doanh nghi\u1ec7p, c\u00f2n c\u00e1c \u1ee9ng d\u1ee5ng kh\u00e1c c\u00f3 th\u1ec3 v\u1eadn h\u00e0nh tr\u00ean h\u1ea1 t\u1ea7ng c\u1ee7a nh\u00e0 cung c\u1ea5p kh\u00e1c.<\/p>\n

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Ph\u1ed1i c\u1ea3nh trung t\u00e2m d\u1eef li\u1ec7u CMC Hyperscale DC SHTP. \u1ea2nh: CMC<\/em><\/p>\n<\/figcaption><\/figure>\n

\u00d4ng V\u0169 Th\u1ebf B\u00ecnh, Ph\u00f3 ch\u1ee7 t\u1ecbch ki\u00eam T\u1ed5ng th\u01b0 k\u00fd Hi\u1ec7p h\u1ed9i Internet Vi\u1ec7t Nam cho r\u1eb1ng, AI ch\u1ec9 c\u00f3 th\u1ec3 t\u1ea1o ra gi\u00e1 tr\u1ecb khi \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng tr\u00ean n\u1ec1n h\u1ea1 t\u1ea7ng \u0111\u1ee7 m\u1ea1nh, linh ho\u1ea1t v\u00e0 c\u00f3 kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng.<\/p>\n

Theo \u00f4ng, “l\u1ecbch s\u1eed cho th\u1ea5y m\u1ecdi cu\u1ed9c c\u00e1ch m\u1ea1ng c\u00f4ng ngh\u1ec7 \u0111\u1ec1u b\u1eaft \u0111\u1ea7u b\u1eb1ng m\u1ed9t cu\u1ed9c c\u00e1ch m\u1ea1ng h\u1ea1 t\u1ea7ng”, c\u0169ng nh\u01b0 Internet t\u1eebng ph\u00e1t tri\u1ec3n nh\u1edd c\u00e1c ti\u00eau chu\u1ea9n m\u1edf v\u00e0 kh\u1ea3 n\u0103ng k\u1ebft n\u1ed1i, h\u1ea1 t\u1ea7ng m\u1edf s\u1ebd l\u00e0 n\u1ec1n t\u1ea3ng cho l\u00e0n s\u00f3ng ph\u00e1t tri\u1ec3n AI trong th\u1eddi gian t\u1edbi.<\/p>\n

Tr\u1ecdng \u0110\u1ea1t – B\u1ea3o Ch\u00e2u<\/strong><\/p>\n

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      https:\/\/vnexpress.net\/ai-khien-doanh-nghiep-tinh-lai-bai-toan-ha-tang-cntt-5101630.html<\/p>\n","protected":false},"excerpt":{"rendered":"

      AI khi\u1ebfn doanh nghi\u1ec7p t\u00ednh l\u1ea1i b\u00e0i to\u00e1n h\u1ea1 t\u1ea7ng CNTT S\u1ef1 ph\u00e1t tri\u1ec3n c\u1ee7a AI khi\u1ebfn nhi\u1ec1u doanh nghi\u1ec7p chuy\u1ec3n sang \u0111\u1ea7u t\u01b0 h\u1ea1 t\u1ea7ng ri\u00eang nh\u1eb1m ki\u1ec3m so\u00e1t d\u1eef li\u1ec7u, t\u1ed1i \u01b0u chi ph\u00ed, theo d\u1ef1 b\u00e1o c\u1ee7a Gartner. D\u1ef1 b\u00e1o c\u1ee7a Gartner \u0111\u01b0\u1ee3c c\u00e1c chuy\u00ean gia d\u1eabn t\u1ea1i s\u1ef1 ki\u1ec7n KCD &<\/p>\n","protected":false},"author":1,"featured_media":10441,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[3],"tags":[],"class_list":["post-10440","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-cong-nghe"],"_links":{"self":[{"href":"https:\/\/useful.vn\/index.php?rest_route=\/wp\/v2\/posts\/10440","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/useful.vn\/index.php?rest_route=\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/useful.vn\/index.php?rest_route=\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/useful.vn\/index.php?rest_route=\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/useful.vn\/index.php?rest_route=%2Fwp%2Fv2%2Fcomments&post=10440"}],"version-history":[{"count":0,"href":"https:\/\/useful.vn\/index.php?rest_route=\/wp\/v2\/posts\/10440\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/useful.vn\/index.php?rest_route=\/wp\/v2\/media\/10441"}],"wp:attachment":[{"href":"https:\/\/useful.vn\/index.php?rest_route=%2Fwp%2Fv2%2Fmedia&parent=10440"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/useful.vn\/index.php?rest_route=%2Fwp%2Fv2%2Fcategories&post=10440"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/useful.vn\/index.php?rest_route=%2Fwp%2Fv2%2Ftags&post=10440"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}