{"id":11964,"date":"2026-06-19T09:03:44","date_gmt":"2026-06-19T02:03:44","guid":{"rendered":"https:\/\/microsoft.cmctelecom.vn\/fabric-data-factory-nang-cap-tu-adf-de-tang-toc-tich-hop-du-lieu-voi-ai\/"},"modified":"2026-06-21T22:28:21","modified_gmt":"2026-06-21T15:28:21","slug":"fabric-data-factory-nang-cap-tu-adf-de-tang-toc-tich-hop-du-lieu-voi-ai","status":"publish","type":"post","link":"https:\/\/microsoft.cmctelecom.vn\/en\/fabric-data-factory-nang-cap-tu-adf-de-tang-toc-tich-hop-du-lieu-voi-ai\/","title":{"rendered":"Fabric Data Factory: N\u00e2ng c\u1ea5p t\u1eeb ADF \u0111\u1ec3 t\u0103ng t\u1ed1c t\u00edch h\u1ee3p d\u1eef li\u1ec7u v\u1edbi AI"},"content":{"rendered":"<p>\u0110\u1ed1i v\u1edbi nhi\u1ec1u doanh nghi\u1ec7p \u0111ang s\u1eed d\u1ee5ng Azure Data Factory (ADF), c\u00e2u h\u1ecfi l\u1edbn nh\u1ea5t hi\u1ec7n nay l\u00e0: C\u00f3 n\u00ean chuy\u1ec3n sang Fabric Data Factory kh\u00f4ng? Theo h\u01b0\u1edbng d\u1eabn m\u1edbi nh\u1ea5t t\u1eeb Microsoft, c\u00e2u tr\u1ea3 l\u1eddi kh\u00f4ng ch\u1ec9 l\u00e0 &#8220;c\u00f3&#8221;, m\u00e0 c\u00f2n nh\u1ea5n m\u1ea1nh r\u1eb1ng \u0111\u00e2y l\u00e0 m\u1ed9t b\u1ea3n n\u00e2ng c\u1ea5p chi\u1ebfn l\u01b0\u1ee3c, gi\u00fap doanh nghi\u1ec7p th\u1ed1ng nh\u1ea5t h\u1ec7 sinh th\u00e1i d\u1eef li\u1ec7u, gi\u1ea3m chi ph\u00ed k\u1ef9 thu\u1eadt v\u00e0 t\u0103ng t\u1ed1c \u0111\u1ed5i m\u1edbi v\u1edbi s\u1ef1 h\u1ed7 tr\u1ee3 c\u1ee7a AI.<\/p>\n<h2>Fabric Data Factory: B\u01b0\u1edbc ti\u1ebfn h\u00f3a c\u1ee7a t\u00edch h\u1ee3p d\u1eef li\u1ec7u<\/h2>\n<p>Microsoft kh\u1eb3ng \u0111\u1ecbnh s\u1ebd ti\u1ebfp t\u1ee5c h\u1ed7 tr\u1ee3 \u0111\u1ea7y \u0111\u1ee7 cho Azure Data Factory (ADF), v\u00ec v\u1eady c\u00e1c doanh nghi\u1ec7p c\u00f3 th\u1ec3 y\u00ean t\u00e2m v\u1eadn h\u00e0nh c\u00e1c h\u1ec7 th\u1ed1ng hi\u1ec7n t\u1ea1i. Tuy nhi\u00ean, m\u1ecdi s\u1ef1 \u0111\u1ed5i m\u1edbi, t\u00ednh n\u0103ng v\u00e0 \u0111\u1ea7u t\u01b0 ph\u00e1t tri\u1ec3n trong t\u01b0\u01a1ng lai s\u1ebd t\u1eadp trung ho\u00e0n to\u00e0n v\u00e0o Fabric Data Factory.<\/p>\n<p>Vi\u1ec7c chuy\u1ec3n \u0111\u1ed5i kh\u00f4ng ph\u1ea3i l\u00e0 m\u1ed9t s\u1ef1 thay th\u1ebf ngang h\u00e0ng, m\u00e0 l\u00e0 m\u1ed9t b\u1ea3n n\u00e2ng c\u1ea5p \u0111\u00e1ng gi\u00e1. C\u00e1c pipeline hi\u1ec7n c\u00f3 tr\u00ean ADF c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c chuy\u1ec3n sang m\u00e0 kh\u00f4ng c\u1ea7n vi\u1ebft l\u1ea1i. Ki\u1ebfn th\u1ee9c v\u1ec1 connector, logic pipeline v\u00e0 c\u00e1c m\u00f4 h\u00ecnh v\u1eadn h\u00e0nh \u0111\u1ec1u \u0111\u01b0\u1ee3c k\u1ebf th\u1eeba, gi\u00fap qu\u00e1 tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i di\u1ec5n ra thu\u1eadn l\u1ee3i.<\/p>\n<h2>Nh\u1eefng l\u1ee3i \u00edch v\u01b0\u1ee3t tr\u1ed9i khi n\u00e2ng c\u1ea5p<\/h2>\n<p>Fabric Data Factory \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng tr\u00ean c\u00f9ng m\u1ed9t n\u1ec1n t\u1ea3ng h\u1ea1 t\u1ea7ng c\u1ed1t l\u00f5i v\u1edbi ADF, k\u1ebf th\u1eeba engine th\u1ef1c thi, th\u01b0 vi\u1ec7n connector v\u00e0 m\u00f4 h\u00ecnh \u0111\u1ed9 tin c\u1eady \u0111\u00e3 \u0111\u01b0\u1ee3c c\u00e1c doanh nghi\u1ec7p l\u1edbn tin d\u00f9ng. S\u1ef1 kh\u00e1c bi\u1ec7t n\u1eb1m \u1edf c\u00e1c ch\u1ee9c n\u0103ng ho\u00e0n to\u00e0n m\u1edbi \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng xung quanh l\u00f5i n\u00e0y.<\/p>\n<figure class=\"wp-block-image size-large aligncenter\" style=\"text-align: center; margin: 1.5em 0;\"><img decoding=\"async\" style=\"border-radius: 8px; border: 1px solid #e5e7eb; max-width: 100%; max-height: 560px; width: auto; height: auto; display: inline-block;\" src=\"https:\/\/microsoft.cmctelecom.vn\/wp-content\/uploads\/2026\/06\/0b2b796ac4.png\" alt=\"S\u01a1 \u0111\u1ed3 so s\u00e1nh l\u1ee3i \u00edch khi n\u00e2ng c\u1ea5p t\u1eeb Azure Data Factory l\u00ean Fabric Data Factory\" \/><\/figure>\n<ul>\n<li><strong>N\u1ec1n t\u1ea3ng h\u1ee3p nh\u1ea5t:<\/strong> Thay v\u00ec ph\u1ea3i k\u1ebft n\u1ed1i nhi\u1ec1u d\u1ecbch v\u1ee5 ri\u00eang l\u1ebb, Fabric cung c\u1ea5p m\u1ed9t n\u1ec1n t\u1ea3ng SaaS th\u1ed1ng nh\u1ea5t, \u0111i k\u00e8m qu\u1ea3n tr\u1ecb t\u1eadp trung v\u00e0 tr\u1ea3i nghi\u1ec7m hi\u1ec7n \u0111\u1ea1i.<\/li>\n<li><strong>Ph\u00e1t tri\u1ec3n \u0111\u01b0\u1ee3c t\u0103ng t\u1ed1c b\u1edfi AI:<\/strong> T\u00edch h\u1ee3p Copilot gi\u00fap t\u1ea1o pipeline t\u1eeb ng\u00f4n ng\u1eef t\u1ef1 nhi\u00ean, g\u1ee3i \u00fd bi\u1ec3u th\u1ee9c, gi\u1ea3i th\u00edch c\u00e1c b\u01b0\u1edbc ph\u1ee9c t\u1ea1p v\u00e0 h\u1ed7 tr\u1ee3 g\u1ee1 l\u1ed7i ngay l\u1eadp t\u1ee9c.<\/li>\n<li><strong>C\u00f4ng c\u1ee5 Low-code v\u00e0 Pro-code:<\/strong> Cung c\u1ea5p c\u00e1c c\u00f4ng c\u1ee5 linh ho\u1ea1t cho c\u1ea3 chuy\u00ean gia d\u1eef li\u1ec7u v\u00e0 l\u1eadp tr\u00ecnh vi\u00ean chuy\u00ean nghi\u1ec7p, t\u1eeb <em>Dataflows Gen2<\/em> cho \u0111\u1ebfn t\u00edch h\u1ee3p s\u1eb5n <em>Apache Airflow<\/em> v\u00e0 <em>dbt<\/em>.<\/li>\n<li><strong>T\u00edch h\u1ee3p d\u1eef li\u1ec7u \u0111a \u0111\u00e1m m\u00e2y v\u00e0 t\u1ea1i ch\u1ed7:<\/strong> D\u1ec5 d\u00e0ng th\u1ed1ng nh\u1ea5t d\u1eef li\u1ec7u t\u1eeb m\u1ecdi ngu\u1ed3n (Azure, AWS, Google Cloud, SAP, on-premises) th\u00f4ng qua c\u00e1c t\u00ednh n\u0103ng nh\u01b0 <em>Copy Jobs<\/em>, <em>Mirroring<\/em> v\u00e0 <em>OneLake Shortcuts<\/em>.<\/li>\n<\/ul>\n<h2>Kh\u00e1m ph\u00e1 c\u00e1c t\u00ednh n\u0103ng \u0111\u1ed9t ph\u00e1<\/h2>\n<h3>Thay \u0111\u1ed5i trong thu th\u1eadp v\u00e0 di chuy\u1ec3n d\u1eef li\u1ec7u<\/h3>\n<p><strong>Copy Jobs<\/strong> cung c\u1ea5p ph\u01b0\u01a1ng ph\u00e1p ti\u1ebfp c\u1eadn d\u1ef1a tr\u00ean c\u1ea5u h\u00ecnh \u0111\u1ec3 sao ch\u00e9p h\u00e0ng lo\u1ea1t, \u0111\u1ed3ng b\u1ed9 t\u0103ng d\u1ea7n v\u00e0 x\u1eed l\u00fd <em>Change Data Capture<\/em> (CDC) nguy\u00ean b\u1ea3n, h\u1ed7 tr\u1ee3 c\u1ea3 <em>SCD Type 2<\/em> \u0111\u1ec3 theo d\u00f5i l\u1ecbch s\u1eed thay \u0111\u1ed5i. \u0110i\u1ec1u n\u00e0y gi\u00fap gi\u1ea3m \u0111\u00e1ng k\u1ec3 c\u00f4ng s\u1ee9c x\u00e2y d\u1ef1ng pipeline so v\u1edbi ADF.<\/p>\n<p><strong>Mirroring<\/strong> cho ph\u00e9p sao ch\u00e9p d\u1eef li\u1ec7u li\u00ean t\u1ee5c, t\u1ef1 \u0111\u1ed9ng x\u1eed l\u00fd c\u00e1c thao t\u00e1c insert, update, delete m\u00e0 kh\u00f4ng c\u1ea7n logic pipeline t\u00f9y ch\u1ec9nh, \u0111\u1ea3m b\u1ea3o d\u1eef li\u1ec7u lu\u00f4n \u0111\u01b0\u1ee3c c\u1eadp nh\u1eadt v\u00e0 s\u1eb5n s\u00e0ng cho AI.<\/p>\n<p><strong>OneLake Shortcuts<\/strong> cho ph\u00e9p k\u1ebft n\u1ed1i tr\u1ef1c ti\u1ebfp \u0111\u1ebfn d\u1eef li\u1ec7u t\u1ea1i ngu\u1ed3n (Azure, AWS, Google Cloud) m\u00e0 kh\u00f4ng c\u1ea7n di chuy\u1ec3n hay sao ch\u00e9p, gi\u00fap lo\u1ea1i b\u1ecf c\u00e1c b\u1ea3n sao v\u00e0 pipeline trung gian.<\/p>\n<h3>Chuy\u1ec3n \u0111\u1ed5i d\u1eef li\u1ec7u linh ho\u1ea1t \u1edf quy m\u00f4 l\u1edbn<\/h3>\n<p><strong>Dataflows Gen2<\/strong> v\u01b0\u1ee3t xa tr\u1ea3i nghi\u1ec7m Power Query truy\u1ec1n th\u1ed1ng, h\u1ed7 tr\u1ee3 ghi d\u1eef li\u1ec7u \u0111\u00e3 chuy\u1ec3n \u0111\u1ed5i ra nhi\u1ec1u \u0111\u00edch kh\u00e1c nhau (Lakehouse, Warehouse, Azure SQL, Snowflake&#8230;). Hi\u1ec7u n\u0103ng \u0111\u01b0\u1ee3c c\u1ea3i thi\u1ec7n \u0111\u00e1ng k\u1ec3 v\u00e0 chi ph\u00ed t\u00ednh to\u00e1n th\u1ea5p h\u01a1n.<\/p>\n<p><strong>T\u00edch h\u1ee3p Apache Airflow v\u00e0 dbt:<\/strong> Fabric cung c\u1ea5p tr\u1ea3i nghi\u1ec7m <em>Apache Airflow Jobs<\/em> v\u00e0 <em>dbt Jobs<\/em> \u0111\u01b0\u1ee3c qu\u1ea3n l\u00fd ho\u00e0n to\u00e0n (fully managed). C\u00e1c nh\u00f3m ph\u00e1t tri\u1ec3n c\u00f3 th\u1ec3 t\u1eadn d\u1ee5ng c\u00e1c DAG (<em>Directed Acyclic Graph<\/em>) hi\u1ec7n c\u00f3 c\u1ee7a Airflow ho\u1eb7c c\u00e1c m\u00f4 h\u00ecnh dbt m\u00e0 kh\u00f4ng c\u1ea7n qu\u1ea3n l\u00fd h\u1ea1 t\u1ea7ng ph\u1ee9c t\u1ea1p, \u0111\u1ed3ng th\u1eddi t\u00edch h\u1ee3p ch\u1eb7t ch\u1ebd v\u1edbi h\u1ec7 sinh th\u00e1i Fabric.<\/p>\n<h2>L\u1ed9 tr\u00ecnh di chuy\u1ec3n \u0111\u01a1n gi\u1ea3n v\u00e0 c\u00f3 k\u1ebf ho\u1ea1ch<\/h2>\n<p>Microsoft \u0111\u00e3 thi\u1ebft k\u1ebf m\u1ed9t quy tr\u00ecnh di chuy\u1ec3n m\u01b0\u1ee3t m\u00e0 t\u1eeb ADF sang Fabric Data Factory, cho ph\u00e9p doanh nghi\u1ec7p chuy\u1ec3n \u0111\u1ed5i theo t\u1ed1c \u0111\u1ed9 c\u1ee7a ri\u00eang m\u00ecnh:<\/p>\n<ol>\n<li><strong>\u0110\u00e1nh gi\u00e1 (Assess):<\/strong> C\u00f4ng c\u1ee5 \u0111\u00e1nh gi\u00e1 t\u00edch h\u1ee3p s\u1eb5n trong giao di\u1ec7n ADF gi\u00fap x\u00e1c \u0111\u1ecbnh c\u00e1c pipeline \u0111\u00e3 s\u1eb5n s\u00e0ng, c\u1ea7n xem x\u00e9t ho\u1eb7c c\u00f3 c\u00e1c ho\u1ea1t \u0111\u1ed9ng s\u1ebd s\u1edbm \u0111\u01b0\u1ee3c h\u1ed7 tr\u1ee3 trong Fabric.<\/li>\n<li><strong>Di chuy\u1ec3n theo giai \u0111o\u1ea1n (Migrate selectively):<\/strong> Doanh nghi\u1ec7p c\u00f3 th\u1ec3 ch\u1ecdn di chuy\u1ec3n c\u00e1c pipeline theo t\u1eebng \u0111\u1ee3t, \u01b0u ti\u00ean theo gi\u00e1 tr\u1ecb kinh doanh.<\/li>\n<li><strong>Kh\u00f4ng c\u1ea7n vi\u1ebft l\u1ea1i (No rewrites required):<\/strong> C\u00e1c pipeline ADF hi\u1ec7n c\u00f3 \u0111\u01b0\u1ee3c chuy\u1ec3n sang nguy\u00ean tr\u1ea1ng, \u0111\u1ed3ng th\u1eddi m\u1edf kh\u00f3a ngay l\u1eadp t\u1ee9c c\u00e1c t\u00ednh n\u0103ng m\u1edbi nh\u01b0 Copilot, Mirroring, Airflow, v\u00e0 dbt.<\/li>\n<li><strong>V\u1eadn h\u00e0nh song song (Continue running ADF):<\/strong> Doanh nghi\u1ec7p c\u00f3 th\u1ec3 ti\u1ebfp t\u1ee5c ch\u1ea1y ADF trong qu\u00e1 tr\u00ecnh chuy\u1ec3n \u0111\u1ed5i \u0111\u1ec3 x\u00e1c th\u1ef1c k\u1ebft qu\u1ea3 v\u00e0 \u0111\u1ea3m b\u1ea3o t\u00ednh nh\u1ea5t qu\u00e1n.<\/li>\n<\/ol>\n<p>Vi\u1ec7c chuy\u1ec3n sang Fabric Data Factory kh\u00f4ng ph\u1ea3i l\u00e0 c\u00e2u h\u1ecfi &#8220;c\u00f3 n\u00ean hay kh\u00f4ng&#8221;, m\u00e0 l\u00e0 &#8220;khi n\u00e0o v\u00e0 nh\u01b0 th\u1ebf n\u00e0o&#8221;. V\u1edbi nh\u1eefng l\u1ee3i \u00edch r\u00f5 r\u00e0ng v\u1ec1 m\u1ed9t n\u1ec1n t\u1ea3ng h\u1ee3p nh\u1ea5t, kh\u1ea3 n\u0103ng t\u0103ng t\u1ed1c nh\u1edd AI v\u00e0 l\u1ed9 tr\u00ecnh di chuy\u1ec3n \u0111\u01b0\u1ee3c \u0111\u01a1n gi\u1ea3n h\u00f3a, \u0111\u00e2y l\u00e0 m\u1ed9t b\u01b0\u1edbc \u0111i chi\u1ebfn l\u01b0\u1ee3c gi\u00fap c\u00e1c doanh nghi\u1ec7p s\u1eb5n s\u00e0ng cho t\u01b0\u01a1ng lai c\u1ee7a ph\u00e2n t\u00edch v\u00e0 t\u00edch h\u1ee3p d\u1eef li\u1ec7u.<\/p>","protected":false},"excerpt":{"rendered":"<p>\u0110\u1ed1i v\u1edbi nhi\u1ec1u doanh nghi\u1ec7p \u0111ang s\u1eed d\u1ee5ng Azure Data Factory (ADF), c\u00e2u h\u1ecfi l\u1edbn nh\u1ea5t hi\u1ec7n nay l\u00e0: C\u00f3 n\u00ean chuy\u1ec3n sang Fabric Data Factory kh\u00f4ng? Theo h\u01b0\u1edbng d\u1eabn m\u1edbi nh\u1ea5t t\u1eeb Microsoft, c\u00e2u tr\u1ea3 l\u1eddi kh\u00f4ng ch\u1ec9 l\u00e0 &#8220;c\u00f3&#8221;, m\u00e0 c\u00f2n nh\u1ea5n m\u1ea1nh r\u1eb1ng \u0111\u00e2y l\u00e0 m\u1ed9t b\u1ea3n n\u00e2ng c\u1ea5p chi\u1ebfn l\u01b0\u1ee3c, gi\u00fap&#8230;<\/p>","protected":false},"author":15,"featured_media":11962,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-11964","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>Fabric Data Factory: N\u00e2ng c\u1ea5p t\u1eeb ADF \u0111\u1ec3 t\u0103ng t\u1ed1c t\u00edch h\u1ee3p d\u1eef li\u1ec7u v\u1edbi AI | 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 property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Fabric Data Factory: N\u00e2ng c\u1ea5p t\u1eeb ADF \u0111\u1ec3 t\u0103ng t\u1ed1c t\u00edch h\u1ee3p d\u1eef li\u1ec7u v\u1edbi AI | CMC Telecom\" \/>\n<meta property=\"og:description\" content=\"\u0110\u1ed1i t\u00e1c Tier-1 Solutions Provider c\u1ee7a Microsoft t\u1ea1i Vi\u1ec7t Nam\" \/>\n<meta property=\"og:url\" content=\"https:\/\/microsoft.cmctelecom.vn\/en\/fabric-data-factory-nang-cap-tu-adf-de-tang-toc-tich-hop-du-lieu-voi-ai\/\" \/>\n<meta property=\"og:site_name\" content=\"CMC Telecom\" \/>\n<meta property=\"article:published_time\" content=\"2026-06-19T02:03:44+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2026-06-21T15:28:21+00:00\" \/>\n<meta property=\"og:image\" content=\"http:\/\/microsoft.cmctelecom.vn\/wp-content\/uploads\/2026\/06\/Answers-to-common-questions-about-Fabric-Data-Factory.thumbnail.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1280\" \/>\n\t<meta property=\"og:image:height\" content=\"731\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Son Tran\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Son Tran\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"7 minutes\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/microsoft.cmctelecom.vn\\\/fabric-data-factory-nang-cap-tu-adf-de-tang-toc-tich-hop-du-lieu-voi-ai\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/microsoft.cmctelecom.vn\\\/fabric-data-factory-nang-cap-tu-adf-de-tang-toc-tich-hop-du-lieu-voi-ai\\\/\"},\"author\":{\"name\":\"Son Tran\",\"@id\":\"https:\\\/\\\/microsoft.cmctelecom.vn\\\/#\\\/schema\\\/person\\\/301cc5fe50adccda932a8368e6288f99\"},\"headline\":\"Fabric Data Factory: N\u00e2ng c\u1ea5p t\u1eeb ADF \u0111\u1ec3 t\u0103ng t\u1ed1c t\u00edch h\u1ee3p d\u1eef li\u1ec7u v\u1edbi AI\",\"datePublished\":\"2026-06-19T02:03:44+00:00\",\"dateModified\":\"2026-06-21T15:28:21+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/microsoft.cmctelecom.vn\\\/fabric-data-factory-nang-cap-tu-adf-de-tang-toc-tich-hop-du-lieu-voi-ai\\\/\"},\"wordCount\":1387,\"publisher\":{\"@id\":\"https:\\\/\\\/microsoft.cmctelecom.vn\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/microsoft.cmctelecom.vn\\\/fabric-data-factory-nang-cap-tu-adf-de-tang-toc-tich-hop-du-lieu-voi-ai\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/microsoft.cmctelecom.vn\\\/wp-content\\\/uploads\\\/2026\\\/06\\\/Answers-to-common-questions-about-Fabric-Data-Factory.thumbnail.jpg\",\"articleSection\":[\"C\u1eadp nh\u1eadt c\u00f4ng ngh\u1ec7\"],\"inLanguage\":\"en-US\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/microsoft.cmctelecom.vn\\\/fabric-data-factory-nang-cap-tu-adf-de-tang-toc-tich-hop-du-lieu-voi-ai\\\/\",\"url\":\"https:\\\/\\\/microsoft.cmctelecom.vn\\\/fabric-data-factory-nang-cap-tu-adf-de-tang-toc-tich-hop-du-lieu-voi-ai\\\/\",\"name\":\"Fabric Data Factory: N\u00e2ng c\u1ea5p t\u1eeb ADF \u0111\u1ec3 t\u0103ng t\u1ed1c t\u00edch h\u1ee3p d\u1eef li\u1ec7u v\u1edbi AI | CMC Telecom\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/microsoft.cmctelecom.vn\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/microsoft.cmctelecom.vn\\\/fabric-data-factory-nang-cap-tu-adf-de-tang-toc-tich-hop-du-lieu-voi-ai\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/microsoft.cmctelecom.vn\\\/fabric-data-factory-nang-cap-tu-adf-de-tang-toc-tich-hop-du-lieu-voi-ai\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/microsoft.cmctelecom.vn\\\/wp-content\\\/uploads\\\/2026\\\/06\\\/Answers-to-common-questions-about-Fabric-Data-Factory.thumbnail.jpg\",\"datePublished\":\"2026-06-19T02:03:44+00:00\",\"dateModified\":\"2026-06-21T15:28:21+00:00\",\"description\":\"\u0110\u1ed1i t\u00e1c Tier-1 Solutions Provider c\u1ee7a Microsoft t\u1ea1i Vi\u1ec7t Nam\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/microsoft.cmctelecom.vn\\\/fabric-data-factory-nang-cap-tu-adf-de-tang-toc-tich-hop-du-lieu-voi-ai\\\/#breadcrumb\"},\"inLanguage\":\"en-US\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/microsoft.cmctelecom.vn\\\/fabric-data-factory-nang-cap-tu-adf-de-tang-toc-tich-hop-du-lieu-voi-ai\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/microsoft.cmctelecom.vn\\\/fabric-data-factory-nang-cap-tu-adf-de-tang-toc-tich-hop-du-lieu-voi-ai\\\/#primaryimage\",\"url\":\"https:\\\/\\\/microsoft.cmctelecom.vn\\\/wp-content\\\/uploads\\\/2026\\\/06\\\/Answers-to-common-questions-about-Fabric-Data-Factory.thumbnail.jpg\",\"contentUrl\":\"https:\\\/\\\/microsoft.cmctelecom.vn\\\/wp-content\\\/uploads\\\/2026\\\/06\\\/Answers-to-common-questions-about-Fabric-Data-Factory.thumbnail.jpg\",\"width\":1280,\"height\":731},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/microsoft.cmctelecom.vn\\\/fabric-data-factory-nang-cap-tu-adf-de-tang-toc-tich-hop-du-lieu-voi-ai\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Trang ch\u1ee7\",\"item\":\"https:\\\/\\\/microsoft.cmctelecom.vn\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"C\u1eadp nh\u1eadt c\u00f4ng ngh\u1ec7\",\"item\":\"https:\\\/\\\/microsoft.cmctelecom.vn\\\/danh-muc-tin-tuc\\\/ms-blogs\\\/\"},{\"@type\":\"ListItem\",\"position\":3,\"name\":\"Fabric Data Factory: N\u00e2ng c\u1ea5p t\u1eeb ADF \u0111\u1ec3 t\u0103ng t\u1ed1c t\u00edch h\u1ee3p d\u1eef li\u1ec7u v\u1edbi AI\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/microsoft.cmctelecom.vn\\\/#website\",\"url\":\"https:\\\/\\\/microsoft.cmctelecom.vn\\\/\",\"name\":\"CMC Telecom\",\"description\":\"\u0110\u1ed1i t\u00e1c Tier-1 Solutions Provider c\u1ee7a Microsoft t\u1ea1i Vi\u1ec7t Nam\",\"publisher\":{\"@id\":\"https:\\\/\\\/microsoft.cmctelecom.vn\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/microsoft.cmctelecom.vn\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"en-US\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/microsoft.cmctelecom.vn\\\/#organization\",\"name\":\"CMC Telecom\",\"alternateName\":\"CMC Telecom\",\"url\":\"https:\\\/\\\/microsoft.cmctelecom.vn\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/microsoft.cmctelecom.vn\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/ctelms-final.demo7.servisense.agency\\\/wp-content\\\/uploads\\\/2023\\\/07\\\/cmc-telecom-logo.png\",\"contentUrl\":\"https:\\\/\\\/ctelms-final.demo7.servisense.agency\\\/wp-content\\\/uploads\\\/2023\\\/07\\\/cmc-telecom-logo.png\",\"width\":400,\"height\":96,\"caption\":\"CMC Telecom\"},\"image\":{\"@id\":\"https:\\\/\\\/microsoft.cmctelecom.vn\\\/#\\\/schema\\\/logo\\\/image\\\/\"}},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/microsoft.cmctelecom.vn\\\/#\\\/schema\\\/person\\\/301cc5fe50adccda932a8368e6288f99\",\"name\":\"Son Tran\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"en-US\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/83ecf50e74202a2c7d2e2c924c1d66b874db607a909c8236b74cc4fb96581a00?s=96&d=mm&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/83ecf50e74202a2c7d2e2c924c1d66b874db607a909c8236b74cc4fb96581a00?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/83ecf50e74202a2c7d2e2c924c1d66b874db607a909c8236b74cc4fb96581a00?s=96&d=mm&r=g\",\"caption\":\"Son Tran\"},\"url\":\"https:\\\/\\\/microsoft.cmctelecom.vn\\\/en\\\/author\\\/publisher-bot\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Fabric Data Factory: N\u00e2ng c\u1ea5p t\u1eeb ADF \u0111\u1ec3 t\u0103ng t\u1ed1c t\u00edch h\u1ee3p d\u1eef li\u1ec7u v\u1edbi AI | CMC Telecom","description":"Tier-1 Solutions Provider partner of Microsoft in Vietnam","robots":{"index":"noindex","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"og_locale":"en_US","og_type":"article","og_title":"Fabric Data Factory: N\u00e2ng c\u1ea5p t\u1eeb ADF \u0111\u1ec3 t\u0103ng t\u1ed1c t\u00edch h\u1ee3p d\u1eef li\u1ec7u v\u1edbi AI | CMC Telecom","og_description":"\u0110\u1ed1i t\u00e1c Tier-1 Solutions Provider c\u1ee7a Microsoft t\u1ea1i Vi\u1ec7t Nam","og_url":"https:\/\/microsoft.cmctelecom.vn\/en\/fabric-data-factory-nang-cap-tu-adf-de-tang-toc-tich-hop-du-lieu-voi-ai\/","og_site_name":"CMC Telecom","article_published_time":"2026-06-19T02:03:44+00:00","article_modified_time":"2026-06-21T15:28:21+00:00","og_image":[{"width":1280,"height":731,"url":"http:\/\/microsoft.cmctelecom.vn\/wp-content\/uploads\/2026\/06\/Answers-to-common-questions-about-Fabric-Data-Factory.thumbnail.jpg","type":"image\/jpeg"}],"author":"Son Tran","twitter_card":"summary_large_image","twitter_misc":{"Written by":"Son Tran","Est. reading time":"7 minutes"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/microsoft.cmctelecom.vn\/fabric-data-factory-nang-cap-tu-adf-de-tang-toc-tich-hop-du-lieu-voi-ai\/#article","isPartOf":{"@id":"https:\/\/microsoft.cmctelecom.vn\/fabric-data-factory-nang-cap-tu-adf-de-tang-toc-tich-hop-du-lieu-voi-ai\/"},"author":{"name":"Son Tran","@id":"https:\/\/microsoft.cmctelecom.vn\/#\/schema\/person\/301cc5fe50adccda932a8368e6288f99"},"headline":"Fabric Data Factory: N\u00e2ng c\u1ea5p t\u1eeb ADF \u0111\u1ec3 t\u0103ng t\u1ed1c t\u00edch h\u1ee3p d\u1eef li\u1ec7u v\u1edbi AI","datePublished":"2026-06-19T02:03:44+00:00","dateModified":"2026-06-21T15:28:21+00:00","mainEntityOfPage":{"@id":"https:\/\/microsoft.cmctelecom.vn\/fabric-data-factory-nang-cap-tu-adf-de-tang-toc-tich-hop-du-lieu-voi-ai\/"},"wordCount":1387,"publisher":{"@id":"https:\/\/microsoft.cmctelecom.vn\/#organization"},"image":{"@id":"https:\/\/microsoft.cmctelecom.vn\/fabric-data-factory-nang-cap-tu-adf-de-tang-toc-tich-hop-du-lieu-voi-ai\/#primaryimage"},"thumbnailUrl":"https:\/\/microsoft.cmctelecom.vn\/wp-content\/uploads\/2026\/06\/Answers-to-common-questions-about-Fabric-Data-Factory.thumbnail.jpg","articleSection":["C\u1eadp nh\u1eadt c\u00f4ng ngh\u1ec7"],"inLanguage":"en-US"},{"@type":"WebPage","@id":"https:\/\/microsoft.cmctelecom.vn\/fabric-data-factory-nang-cap-tu-adf-de-tang-toc-tich-hop-du-lieu-voi-ai\/","url":"https:\/\/microsoft.cmctelecom.vn\/fabric-data-factory-nang-cap-tu-adf-de-tang-toc-tich-hop-du-lieu-voi-ai\/","name":"Fabric Data Factory: N\u00e2ng c\u1ea5p t\u1eeb ADF \u0111\u1ec3 t\u0103ng t\u1ed1c t\u00edch h\u1ee3p d\u1eef li\u1ec7u v\u1edbi AI | CMC Telecom","isPartOf":{"@id":"https:\/\/microsoft.cmctelecom.vn\/#website"},"primaryImageOfPage":{"@id":"https:\/\/microsoft.cmctelecom.vn\/fabric-data-factory-nang-cap-tu-adf-de-tang-toc-tich-hop-du-lieu-voi-ai\/#primaryimage"},"image":{"@id":"https:\/\/microsoft.cmctelecom.vn\/fabric-data-factory-nang-cap-tu-adf-de-tang-toc-tich-hop-du-lieu-voi-ai\/#primaryimage"},"thumbnailUrl":"https:\/\/microsoft.cmctelecom.vn\/wp-content\/uploads\/2026\/06\/Answers-to-common-questions-about-Fabric-Data-Factory.thumbnail.jpg","datePublished":"2026-06-19T02:03:44+00:00","dateModified":"2026-06-21T15:28:21+00:00","description":"Tier-1 Solutions Provider partner of Microsoft in Vietnam","breadcrumb":{"@id":"https:\/\/microsoft.cmctelecom.vn\/fabric-data-factory-nang-cap-tu-adf-de-tang-toc-tich-hop-du-lieu-voi-ai\/#breadcrumb"},"inLanguage":"en-US","potentialAction":[{"@type":"ReadAction","target":["https:\/\/microsoft.cmctelecom.vn\/fabric-data-factory-nang-cap-tu-adf-de-tang-toc-tich-hop-du-lieu-voi-ai\/"]}]},{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/microsoft.cmctelecom.vn\/fabric-data-factory-nang-cap-tu-adf-de-tang-toc-tich-hop-du-lieu-voi-ai\/#primaryimage","url":"https:\/\/microsoft.cmctelecom.vn\/wp-content\/uploads\/2026\/06\/Answers-to-common-questions-about-Fabric-Data-Factory.thumbnail.jpg","contentUrl":"https:\/\/microsoft.cmctelecom.vn\/wp-content\/uploads\/2026\/06\/Answers-to-common-questions-about-Fabric-Data-Factory.thumbnail.jpg","width":1280,"height":731},{"@type":"BreadcrumbList","@id":"https:\/\/microsoft.cmctelecom.vn\/fabric-data-factory-nang-cap-tu-adf-de-tang-toc-tich-hop-du-lieu-voi-ai\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Trang ch\u1ee7","item":"https:\/\/microsoft.cmctelecom.vn\/"},{"@type":"ListItem","position":2,"name":"C\u1eadp nh\u1eadt c\u00f4ng ngh\u1ec7","item":"https:\/\/microsoft.cmctelecom.vn\/danh-muc-tin-tuc\/ms-blogs\/"},{"@type":"ListItem","position":3,"name":"Fabric Data Factory: N\u00e2ng c\u1ea5p t\u1eeb ADF \u0111\u1ec3 t\u0103ng t\u1ed1c t\u00edch h\u1ee3p d\u1eef li\u1ec7u v\u1edbi AI"}]},{"@type":"WebSite","@id":"https:\/\/microsoft.cmctelecom.vn\/#website","url":"https:\/\/microsoft.cmctelecom.vn\/","name":"CMC Telecom","description":"Tier-1 Solutions Provider partner of Microsoft in Vietnam","publisher":{"@id":"https:\/\/microsoft.cmctelecom.vn\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/microsoft.cmctelecom.vn\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"en-US"},{"@type":"Organization","@id":"https:\/\/microsoft.cmctelecom.vn\/#organization","name":"CMC Telecom","alternateName":"CMC Telecom","url":"https:\/\/microsoft.cmctelecom.vn\/","logo":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/microsoft.cmctelecom.vn\/#\/schema\/logo\/image\/","url":"https:\/\/ctelms-final.demo7.servisense.agency\/wp-content\/uploads\/2023\/07\/cmc-telecom-logo.png","contentUrl":"https:\/\/ctelms-final.demo7.servisense.agency\/wp-content\/uploads\/2023\/07\/cmc-telecom-logo.png","width":400,"height":96,"caption":"CMC Telecom"},"image":{"@id":"https:\/\/microsoft.cmctelecom.vn\/#\/schema\/logo\/image\/"}},{"@type":"Person","@id":"https:\/\/microsoft.cmctelecom.vn\/#\/schema\/person\/301cc5fe50adccda932a8368e6288f99","name":"Son Tran","image":{"@type":"ImageObject","inLanguage":"en-US","@id":"https:\/\/secure.gravatar.com\/avatar\/83ecf50e74202a2c7d2e2c924c1d66b874db607a909c8236b74cc4fb96581a00?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/83ecf50e74202a2c7d2e2c924c1d66b874db607a909c8236b74cc4fb96581a00?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/83ecf50e74202a2c7d2e2c924c1d66b874db607a909c8236b74cc4fb96581a00?s=96&d=mm&r=g","caption":"Son Tran"},"url":"https:\/\/microsoft.cmctelecom.vn\/en\/author\/publisher-bot\/"}]}},"_links":{"self":[{"href":"https:\/\/microsoft.cmctelecom.vn\/en\/wp-json\/wp\/v2\/posts\/11964","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/microsoft.cmctelecom.vn\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/microsoft.cmctelecom.vn\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/microsoft.cmctelecom.vn\/en\/wp-json\/wp\/v2\/users\/15"}],"replies":[{"embeddable":true,"href":"https:\/\/microsoft.cmctelecom.vn\/en\/wp-json\/wp\/v2\/comments?post=11964"}],"version-history":[{"count":1,"href":"https:\/\/microsoft.cmctelecom.vn\/en\/wp-json\/wp\/v2\/posts\/11964\/revisions"}],"predecessor-version":[{"id":11965,"href":"https:\/\/microsoft.cmctelecom.vn\/en\/wp-json\/wp\/v2\/posts\/11964\/revisions\/11965"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/microsoft.cmctelecom.vn\/en\/wp-json\/wp\/v2\/media\/11962"}],"wp:attachment":[{"href":"https:\/\/microsoft.cmctelecom.vn\/en\/wp-json\/wp\/v2\/media?parent=11964"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/microsoft.cmctelecom.vn\/en\/wp-json\/wp\/v2\/categories?post=11964"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/microsoft.cmctelecom.vn\/en\/wp-json\/wp\/v2\/tags?post=11964"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}