{"id":12277,"date":"2026-07-12T09:03:17","date_gmt":"2026-07-12T02:03:17","guid":{"rendered":"https:\/\/microsoft.cmctelecom.vn\/microsoft-fabric-va-fusion-data-hub-phan-tich-du-lieu-cong-nghiep-ot-quy-mo-lon\/"},"modified":"2026-07-08T13:41:49","modified_gmt":"2026-07-08T06:41:49","slug":"microsoft-fabric-va-fusion-data-hub-phan-tich-du-lieu-cong-nghiep-ot-quy-mo-lon","status":"publish","type":"post","link":"https:\/\/microsoft.cmctelecom.vn\/en\/microsoft-fabric-va-fusion-data-hub-phan-tich-du-lieu-cong-nghiep-ot-quy-mo-lon\/","title":{"rendered":"Microsoft Fabric v\u00e0 Fusion Data Hub: Ph\u00e2n t\u00edch d\u1eef li\u1ec7u c\u00f4ng nghi\u1ec7p OT quy m\u00f4 l\u1edbn"},"content":{"rendered":"<p>C\u00e1c t\u1ed5 ch\u1ee9c c\u00f4ng nghi\u1ec7p \u0111ang s\u1edf h\u1eefu m\u1ed9t l\u01b0\u1ee3ng l\u1edbn d\u1eef li\u1ec7u v\u1eadn h\u00e0nh (OT) t\u1eeb c\u1ea3m bi\u1ebfn, nh\u01b0ng ch\u00fang th\u01b0\u1eddng b\u1ecb m\u1eafc k\u1eb9t trong c\u00e1c h\u1ec7 th\u1ed1ng c\u0169, kh\u00f3 khai th\u00e1c cho AI v\u00e0 ph\u00e2n t\u00edch hi\u1ec7n \u0111\u1ea1i. \u0110\u1ec3 gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1 n\u00e0y, Microsoft \u0111\u00e3 gi\u1edbi thi\u1ec7u Fusion Data Hub, m\u1ed9t gi\u1ea3i ph\u00e1p \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng tr\u00ean n\u1ec1n t\u1ea3ng Microsoft Fabric, gi\u00fap h\u1ee3p nh\u1ea5t v\u00e0 chu\u1ea9n h\u00f3a d\u1eef li\u1ec7u OT t\u1eeb nh\u00e0 m\u00e1y l\u00ean cloud m\u1ed9t c\u00e1ch an to\u00e0n v\u00e0 hi\u1ec7u qu\u1ea3, s\u1eb5n s\u00e0ng cho vi\u1ec7c ph\u00e2n t\u00edch \u1edf quy m\u00f4 l\u1edbn.<\/p>\n<p>Fusion Data Hub \u0111\u01b0\u1ee3c thi\u1ebft k\u1ebf \u0111\u1ec3 thu th\u1eadp v\u00e0 h\u00e0i h\u00f2a h\u00f3a d\u1eef li\u1ec7u <em>OT (C\u00f4ng ngh\u1ec7 V\u1eadn h\u00e0nh)<\/em> t\u1eeb c\u00e1c ngu\u1ed3n c\u00f4ng nghi\u1ec7p (h\u1ec7 th\u1ed1ng historian t\u1ea1i ch\u1ed7 v\u00e0 tr\u00ean cloud, thi\u1ebft b\u1ecb bi\u00ean) v\u00e0 \u0111\u01b0a v\u00e0o n\u1ec1n t\u1ea3ng Real-Time Intelligence c\u1ee7a Fabric, bao g\u1ed3m Eventhouse v\u00e0 KQL databases, cho ph\u00e9p c\u00e1c nh\u00f3m ph\u00e2n t\u00edch d\u1eef li\u1ec7u b\u1eb1ng c\u00e1c c\u00f4ng c\u1ee5 g\u1ed1c c\u1ee7a Fabric.<\/p>\n<h2>Th\u00e1ch th\u1ee9c: Bi\u1ebfn d\u1eef li\u1ec7u chu\u1ed7i th\u1eddi gian OT th\u00e0nh t\u00e0i s\u1ea3n tr\u00ean cloud<\/h2>\n<p>C\u00e1c doanh nghi\u1ec7p c\u00f4ng nghi\u1ec7p \u0111\u1ed1i m\u1eb7t v\u1edbi nhi\u1ec1u r\u00e0o c\u1ea3n khi c\u1ed1 g\u1eafng t\u1eadn d\u1ee5ng d\u1eef li\u1ec7u v\u1eadn h\u00e0nh c\u1ee7a m\u00ecnh:<\/p>\n<ul>\n<li><strong>H\u1ec7 th\u1ed1ng ph\u00e2n m\u1ea3nh:<\/strong> Nhi\u1ec1u h\u1ec7 th\u1ed1ng <em>plant historian<\/em> (l\u01b0u tr\u1eef d\u1eef li\u1ec7u v\u1eadn h\u00e0nh) kh\u00e1c nhau, c\u1ea3 on-prem v\u00e0 tr\u00ean cloud, s\u1eed d\u1ee5ng c\u00e1c quy \u01b0\u1edbc \u0111\u1eb7t t\u00ean v\u00e0 \u0111\u1ecbnh d\u1ea1ng d\u1eef li\u1ec7u kh\u00f4ng \u0111\u1ed3ng nh\u1ea5t.<\/li>\n<li><strong>C\u00e1c v\u1ea5n \u0111\u1ec1 d\u1eef li\u1ec7u th\u1ef1c t\u1ebf:<\/strong> C\u00e1c tr\u01b0\u1eddng h\u1ee3p \u0111\u1eb7c bi\u1ec7t nh\u01b0 d\u1eef li\u1ec7u \u0111\u1ebfn mu\u1ed9n, thi\u1ebfu d\u1eef li\u1ec7u, ho\u1eb7c k\u1ebft n\u1ed1i kh\u00f4ng \u1ed5n \u0111\u1ecbnh l\u00e0 ph\u1ed5 bi\u1ebfn trong m\u00f4i tr\u01b0\u1eddng c\u00f4ng nghi\u1ec7p.<\/li>\n<li><strong>Y\u00eau c\u1ea7u v\u1ec1 b\u1ea3o m\u1eadt v\u00e0 tin c\u1eady:<\/strong> Doanh nghi\u1ec7p c\u1ea7n \u0111\u1ea3m b\u1ea3o d\u1eef li\u1ec7u tr\u00ean cloud ph\u1ea3i c\u00f3 \u0111\u1ed9 trung th\u1ef1c cao v\u00e0 kh\u1edbp v\u1edbi d\u1eef li\u1ec7u g\u1ed1c trong historian. B\u1ea5t k\u1ef3 s\u1ef1 kh\u00f4ng nh\u1ea5t qu\u00e1n n\u00e0o c\u0169ng c\u00f3 th\u1ec3 \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn c\u00e1c quy tr\u00ecnh v\u00e0 h\u1ec7 th\u1ed1ng ra quy\u1ebft \u0111\u1ecbnh sau \u0111\u00f3.<\/li>\n<li><strong>Gi\u1ea3i ph\u00e1p t\u1ef1 x\u00e2y d\u1ef1ng kh\u00f4ng hi\u1ec7u qu\u1ea3:<\/strong> Nhi\u1ec1u c\u00f4ng ty \u0111\u00e3 c\u1ed1 g\u1eafng t\u1ef1 x\u00e2y d\u1ef1ng c\u00e1c connector v\u00e0 pipeline. M\u1eb7c d\u00f9 c\u00f3 th\u1ec3 t\u1ea1o ra c\u00e1c b\u1ea3n th\u1eed nghi\u1ec7m (proof-of-concept), vi\u1ec7c \u0111\u1ea1t \u0111\u1ebfn m\u1ed9t gi\u1ea3i ph\u00e1p c\u1ea5p doanh nghi\u1ec7p (an to\u00e0n, c\u00f3 th\u1ec3 m\u1edf r\u1ed9ng, linh ho\u1ea1t v\u00e0 d\u1ec5 b\u1ea3o tr\u00ec) c\u00f3 th\u1ec3 m\u1ea5t nhi\u1ec1u th\u00e1ng v\u00e0 th\u01b0\u1eddng kh\u00f4ng \u0111\u00e1p \u1ee9ng \u0111\u01b0\u1ee3c c\u00e1c y\u00eau c\u1ea7u s\u1ea3n xu\u1ea5t.<\/li>\n<\/ul>\n<h2>Gi\u1ea3i ph\u00e1p: \u0110\u01b0a d\u1eef li\u1ec7u chu\u1ed7i th\u1eddi gian c\u00f4ng nghi\u1ec7p v\u00e0o Fabric v\u1edbi Fusion Data Hub<\/h2>\n<p>Fusion Data Hub cung c\u1ea5p c\u00e1c connector \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng s\u1eb5n cho c\u00e1c h\u1ec7 th\u1ed1ng c\u00f4ng nghi\u1ec7p h\u00e0ng \u0111\u1ea7u, bao g\u1ed3m:<\/p>\n<ul>\n<li>OPC-UA<\/li>\n<li>AspenTech IP.21<\/li>\n<li>AVEVA PI System<\/li>\n<li>Schneider Electric Geo SCADA<\/li>\n<li>Inductive Automation Ignition<\/li>\n<li>Rockwell Automation<\/li>\n<\/ul>\n<p>B\u1eb1ng c\u00e1ch t\u00edch h\u1ee3p s\u00e2u v\u1edbi Microsoft Fabric, gi\u1ea3i ph\u00e1p n\u00e0y mang l\u1ea1i nhi\u1ec1u kh\u1ea3 n\u0103ng v\u01b0\u1ee3t tr\u1ed9i.<\/p>\n<h3>T\u1ea7m nh\u00ecn g\u1ea7n nh\u01b0 th\u1eddi gian th\u1ef1c<\/h3>\n<p>Cung c\u1ea5p kh\u1ea3 n\u0103ng hi\u1ec3n th\u1ecb d\u1eef li\u1ec7u end-to-end, t\u1eeb s\u00e0n nh\u00e0 m\u00e1y s\u1ea3n xu\u1ea5t \u0111\u1ebfn Eventhouse c\u1ee7a kh\u00e1ch h\u00e0ng trong Fabric ch\u1ec9 trong v\u00f2ng 20-30 gi\u00e2y.<\/p>\n<figure class=\"wp-block-image size-large aligncenter\" style=\"text-align:center;margin:1.5em 0;\">\n<img decoding=\"async\" src=\"https:\/\/microsoft.cmctelecom.vn\/wp-content\/uploads\/2026\/07\/c8ba824a92.png\" alt=\"Giao di\u1ec7n Eventstream trong Microsoft Fabric hi\u1ec3n th\u1ecb d\u1eef li\u1ec7u streaming \u0111\u01b0\u1ee3c n\u1ea1p v\u00e0o g\u1ea7n th\u1eddi gian th\u1ef1c.\" style=\"border-radius:8px;border:1px solid #e5e7eb;max-width:100%;max-height:560px;width:auto;height:auto;display:inline-block;\"><br \/>\n<\/figure>\n<h3>To\u00e0n v\u1eb9n v\u00e0 tin c\u1eady d\u1eef li\u1ec7u<\/h3>\n<p>Chu\u1ea9n h\u00f3a d\u1eef li\u1ec7u t\u1eeb c\u00e1c h\u1ec7 th\u1ed1ng historian h\u00e0ng \u0111\u1ea7u, cung c\u1ea5p m\u1ed9t schema d\u1eef li\u1ec7u chung s\u1eb5n s\u00e0ng cho vi\u1ec7c ph\u00e2n t\u00edch. Gi\u1ea3i ph\u00e1p c\u0169ng x\u1eed l\u00fd vi\u1ec7c ch\u1ed1ng tr\u00f9ng l\u1eb7p, d\u1eef li\u1ec7u \u0111\u1ebfn mu\u1ed9n v\u00e0 ti\u1ec1n t\u1ed5ng h\u1ee3p, c\u00f9ng v\u1edbi qu\u1ea3n l\u00fd ph\u00e2n c\u1ea5p t\u00e0i s\u1ea3n.<\/p>\n<figure class=\"wp-block-image size-large aligncenter\" style=\"text-align:center;margin:1.5em 0;\">\n<img decoding=\"async\" src=\"https:\/\/microsoft.cmctelecom.vn\/wp-content\/uploads\/2026\/07\/b1e9eac046.png\" alt=\"D\u1eef li\u1ec7u t\u1ed5ng h\u1ee3p t\u1eeb nhi\u1ec1u h\u1ec7 th\u1ed1ng historian kh\u00e1c nhau \u0111\u01b0\u1ee3c \u0111\u01b0a v\u00e0o b\u1ea3ng Kusto trong Fabric.\" style=\"border-radius:8px;border:1px solid #e5e7eb;max-width:100%;max-height:560px;width:auto;height:auto;display:inline-block;\"><br \/>\n<\/figure>\n<h3>Kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng cho d\u1eef li\u1ec7u l\u1edbn<\/h3>\n<p>\u0110\u01b0\u1ee3c x\u00e2y d\u1ef1ng \u0111\u1ec3 x\u1eed l\u00fd c\u1ea3 s\u1ed1 l\u01b0\u1ee3ng tag l\u1edbn v\u00e0 d\u1eef li\u1ec7u t\u1ea7n su\u1ea5t cao, c\u00f3 kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng theo nhu c\u1ea7u c\u1ee7a doanh nghi\u1ec7p, t\u1eeb v\u00e0i s\u1ef1 ki\u1ec7n m\u1ed7i gi\u00e2y \u0111\u1ebfn h\u00e0ng tri\u1ec7u s\u1ef1 ki\u1ec7n m\u1ed7i gi\u00e2y.<\/p>\n<h3>R\u00fat ng\u1eafn th\u1eddi gian t\u1ea1o ra gi\u00e1 tr\u1ecb<\/h3>\n<p>Doanh nghi\u1ec7p c\u00f3 th\u1ec3 t\u1eadp trung n\u0103ng l\u01b0\u1ee3ng v\u00e0o vi\u1ec7c quan tr\u1ecdng nh\u1ea5t: t\u00ecm ki\u1ebfm insight \u0111\u1ec3 v\u1eadn h\u00e0nh nh\u00e0 m\u00e1y t\u1ed1t h\u01a1n, thay v\u00ec x\u00e2y d\u1ef1ng m\u1ed9t gi\u1ea3i ph\u00e1p IT t\u00f9y ch\u1ec9nh ph\u1ee9c t\u1ea1p.<\/p>\n<figure class=\"wp-block-image size-large aligncenter\" style=\"text-align:center;margin:1.5em 0;\">\n<img decoding=\"async\" src=\"https:\/\/microsoft.cmctelecom.vn\/wp-content\/uploads\/2026\/07\/ec05886bd0.png\" alt=\"D\u1eef li\u1ec7u streaming t\u1eeb thi\u1ebft b\u1ecb v\u1edbi c\u00e1c thu\u1ed9c t\u00ednh v\u00e0 tag \u0111\u01b0\u1ee3c n\u1ea1p t\u1eeb c\u00e1c h\u1ec7 th\u1ed1ng historian t\u1ea1i nh\u00e0 m\u00e1y.\" style=\"border-radius:8px;border:1px solid #e5e7eb;max-width:100%;max-height:560px;width:auto;height:auto;display:inline-block;\"><br \/>\n<\/figure>\n<h2>B\u1eaft \u0111\u1ea7u s\u1eed d\u1ee5ng<\/h2>\n<p>C\u00e1c doanh nghi\u1ec7p c\u00f3 th\u1ec3 b\u1eaft \u0111\u1ea7u khai th\u00e1c s\u1ee9c m\u1ea1nh c\u1ee7a Fusion Data Hub th\u00f4ng qua c\u00e1c b\u01b0\u1edbc sau:<\/p>\n<figure class=\"wp-block-image size-large aligncenter\" style=\"text-align:center;margin:1.5em 0;\">\n<img decoding=\"async\" src=\"https:\/\/microsoft.cmctelecom.vn\/wp-content\/uploads\/2026\/07\/b8a1248a1f.png\" alt=\"Trang chi ti\u1ebft workload c\u1ee7a Fusion Data Hub trong Microsoft Fabric.\" style=\"border-radius:8px;border:1px solid #e5e7eb;max-width:100%;max-height:560px;width:auto;height:auto;display:inline-block;\"><br \/>\n<\/figure>\n<ul>\n<li><strong>Tr\u1ea3i nghi\u1ec7m th\u1ef1c t\u1ebf:<\/strong> Th\u00eam workload Fusion Data Hub v\u00e0o kh\u00f4ng gian l\u00e0m vi\u1ec7c c\u1ee7a b\u1ea1n \u0111\u1ec3 c\u00f3 tr\u1ea3i nghi\u1ec7m m\u1eabu trong m\u00f4i tr\u01b0\u1eddng demo.<\/li>\n<li><strong>Xem h\u01b0\u1edbng d\u1eabn:<\/strong> Tham kh\u1ea3o <a href=\"https:\/\/www.youtube.com\/@fusion-data-hub\">video demo<\/a> \u0111\u1ec3 \u0111\u01b0\u1ee3c h\u01b0\u1edbng d\u1eabn t\u1eebng b\u01b0\u1edbc.<\/li>\n<li><strong>T\u00ecm hi\u1ec3u th\u00eam:<\/strong> \u0110\u1ecdc <a href=\"https:\/\/aka.ms\/AA107f0i\">t\u00e0i li\u1ec7u s\u1ea3n ph\u1ea9m<\/a> c\u1ee7a Fusion \u0111\u1ec3 bi\u1ebft th\u00eam chi ti\u1ebft.<\/li>\n<li><strong>N\u00e2ng c\u1ea5p v\u00e0 mua h\u00e0ng:<\/strong> N\u00e2ng c\u1ea5p tr\u1ef1c ti\u1ebfp t\u1eeb b\u00ean trong \u1ee9ng d\u1ee5ng ho\u1eb7c truy c\u1eadp <a href=\"https:\/\/aka.ms\/AA107tff\">Azure Marketplace<\/a> \u0111\u1ec3 bi\u1ebft th\u00f4ng tin mua h\u00e0ng.<\/li>\n<li><strong>Li\u00ean h\u1ec7:<\/strong> K\u1ebft n\u1ed1i v\u1edbi \u0111\u1ed9i ng\u0169 Fusion qua trang <a href=\"https:\/\/aka.ms\/AA107f0y\">Contact us<\/a>.<\/li>\n<\/ul>","protected":false},"excerpt":{"rendered":"<p>C\u00e1c t\u1ed5 ch\u1ee9c c\u00f4ng nghi\u1ec7p \u0111ang s\u1edf h\u1eefu m\u1ed9t l\u01b0\u1ee3ng l\u1edbn d\u1eef li\u1ec7u v\u1eadn h\u00e0nh (OT) t\u1eeb c\u1ea3m bi\u1ebfn, nh\u01b0ng ch\u00fang th\u01b0\u1eddng b\u1ecb m\u1eafc k\u1eb9t trong c\u00e1c h\u1ec7 th\u1ed1ng c\u0169, kh\u00f3 khai th\u00e1c cho AI v\u00e0 ph\u00e2n t\u00edch hi\u1ec7n \u0111\u1ea1i. \u0110\u1ec3 gi\u1ea3i quy\u1ebft v\u1ea5n \u0111\u1ec1 n\u00e0y, Microsoft \u0111\u00e3 gi\u1edbi thi\u1ec7u Fusion Data Hub, m\u1ed9t gi\u1ea3i&#8230;<\/p>","protected":false},"author":15,"featured_media":12272,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-12277","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ms-blogs"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.1 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Microsoft Fabric v\u00e0 Fusion Data Hub: Ph\u00e2n t\u00edch d\u1eef li\u1ec7u c\u00f4ng nghi\u1ec7p OT quy m\u00f4 l\u1edbn | CMC Telecom<\/title>\n<meta name=\"description\" content=\"\u0110\u1ed1i t\u00e1c Tier-1 Solutions Provider c\u1ee7a Microsoft t\u1ea1i Vi\u1ec7t Nam\" \/>\n<meta name=\"robots\" content=\"noindex, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta 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