{"id":11903,"date":"2026-06-16T09:03:00","date_gmt":"2026-06-16T02:03:00","guid":{"rendered":"https:\/\/microsoft.cmctelecom.vn\/direct-lake-tren-fabric-data-warehouse-phan-tich-du-lieu-real-time-hieu-nang\/"},"modified":"2026-06-18T17:20:43","modified_gmt":"2026-06-18T10:20:43","slug":"direct-lake-tren-fabric-data-warehouse-phan-tich-du-lieu-real-time-hieu-nang","status":"publish","type":"post","link":"https:\/\/microsoft.cmctelecom.vn\/kr\/direct-lake-tren-fabric-data-warehouse-phan-tich-du-lieu-real-time-hieu-nang\/","title":{"rendered":"Direct Lake tr\u00ean Fabric Data Warehouse: Ph\u00e2n t\u00edch d\u1eef li\u1ec7u real-time v\u1edbi hi\u1ec7u n\u0103ng v\u01b0\u1ee3t tr\u1ed9i"},"content":{"rendered":"<p>Microsoft Fabric gi\u1edbi thi\u1ec7u Direct Lake, m\u1ed9t ch\u1ebf \u0111\u1ed9 l\u01b0u tr\u1eef \u0111\u1ed9t ph\u00e1 cho c\u00e1c m\u00f4 h\u00ecnh ng\u1eef ngh\u0129a (semantic models) c\u1ee7a Power BI, gi\u1ea3i quy\u1ebft b\u00e0i to\u00e1n kinh \u0111i\u1ec3n gi\u1eefa hi\u1ec7u n\u0103ng v\u00e0 t\u00ednh t\u1ee9c th\u1eddi c\u1ee7a d\u1eef li\u1ec7u. Direct Lake cho ph\u00e9p doanh nghi\u1ec7p truy v\u1ea5n tr\u1ef1c ti\u1ebfp tr\u00ean kho d\u1eef li\u1ec7u OneLake v\u1edbi t\u1ed1c \u0111\u1ed9 t\u01b0\u01a1ng \u0111\u01b0\u01a1ng ch\u1ebf \u0111\u1ed9 Import, nh\u01b0ng kh\u00f4ng c\u1ea7n sao ch\u00e9p d\u1eef li\u1ec7u hay duy tr\u00ec c\u00e1c pipeline l\u00e0m m\u1edbi (refresh) ph\u1ee9c t\u1ea1p, m\u1edf ra kh\u1ea3 n\u0103ng ph\u00e2n t\u00edch real-time tr\u00ean quy m\u00f4 l\u1edbn.<\/p>\n<p>Trong lo\u1ea1t b\u00e0i vi\u1ebft chuy\u00ean s\u00e2u v\u1ec1 c\u00e1c ph\u01b0\u01a1ng ph\u00e1p t\u1ed1i \u01b0u Direct Lake, Microsoft \u0111\u00e3 t\u1eadp trung ph\u00e2n t\u00edch ki\u1ebfn tr\u00fac Direct Lake tr\u00ean SQL \u0111\u01b0\u1ee3c h\u1ed7 tr\u1ee3 b\u1edfi Fabric Data Warehouse. \u0110\u00e2y l\u00e0 gi\u1ea3i ph\u00e1p gi\u00fap c\u00e1c \u0111\u1ed9i ng\u0169 ph\u00e2n t\u00edch cung c\u1ea5p b\u00e1o c\u00e1o t\u01b0\u01a1ng t\u00e1c nhanh tr\u00ean c\u00e1c t\u1eadp d\u1eef li\u1ec7u ng\u00e0y c\u00e0ng l\u1edbn m\u00e0 kh\u00f4ng ph\u1ea3i \u0111\u00e1nh \u0111\u1ed5i.<\/p>\n<h2>Th\u00e1ch th\u1ee9c c\u1ee7a BI truy\u1ec1n th\u1ed1ng tr\u00ean d\u1eef li\u1ec7u l\u1edbn<\/h2>\n<p>C\u00e1c \u0111\u1ed9i ng\u0169 ph\u00e2n t\u00edch trong nhi\u1ec1u ng\u00e0nh nh\u01b0 b\u00e1n l\u1ebb, y t\u1ebf, v\u00e0 d\u1ecbch v\u1ee5 t\u00e0i ch\u00ednh \u0111\u1ec1u \u0111\u1ed1i m\u1eb7t v\u1edbi nh\u1eefng th\u00e1ch th\u1ee9c chung khi m\u1edf r\u1ed9ng h\u1ec7 th\u1ed1ng BI tr\u00ean c\u00e1c t\u1eadp d\u1eef li\u1ec7u l\u1edbn v\u00e0 thay \u0111\u1ed5i li\u00ean t\u1ee5c. H\u1ecd th\u01b0\u1eddng ph\u1ea3i l\u1ef1a ch\u1ecdn gi\u1eefa hai ph\u01b0\u01a1ng ph\u00e1p truy\u1ec1n th\u1ed1ng:<\/p>\n<ul>\n<li><strong>Ch\u1ebf \u0111\u1ed9 Import:<\/strong> Sao ch\u00e9p d\u1eef li\u1ec7u v\u00e0o Power BI \u0111\u1ec3 \u0111\u1ea1t hi\u1ec7u n\u0103ng truy v\u1ea5n cao. Tuy nhi\u00ean, c\u00e1ch n\u00e0y l\u00e0m t\u0103ng chi ph\u00ed l\u01b0u tr\u1eef, t\u1ea1o ra c\u00e1c b\u1ea3n sao d\u1eef li\u1ec7u v\u00e0 \u0111\u00f2i h\u1ecfi quy tr\u00ecnh l\u00e0m m\u1edbi (refresh) ph\u1ee9c t\u1ea1p, d\u1eabn \u0111\u1ebfn d\u1eef li\u1ec7u c\u00f3 \u0111\u1ed9 tr\u1ec5.<\/li>\n<li><strong>Ch\u1ebf \u0111\u1ed9 DirectQuery:<\/strong> Truy v\u1ea5n tr\u1ef1c ti\u1ebfp v\u00e0o ngu\u1ed3n d\u1eef li\u1ec7u, \u0111\u1ea3m b\u1ea3o d\u1eef li\u1ec7u lu\u00f4n m\u1edbi nh\u1ea5t. Tuy nhi\u00ean, hi\u1ec7u n\u0103ng th\u01b0\u1eddng kh\u00f4ng \u1ed5n \u0111\u1ecbnh v\u00e0 ch\u1eadm h\u01a1n \u0111\u00e1ng k\u1ec3 khi quy m\u00f4 d\u1eef li\u1ec7u v\u00e0 s\u1ed1 l\u01b0\u1ee3ng ng\u01b0\u1eddi d\u00f9ng \u0111\u1ed3ng th\u1eddi t\u0103ng l\u00ean.<\/li>\n<\/ul>\n<p>Nh\u1eefng th\u00e1ch th\u1ee9c n\u00e0y kh\u00f4ng xu\u1ea5t ph\u00e1t t\u1eeb gi\u1edbi h\u1ea1n c\u1ee7a kho d\u1eef li\u1ec7u m\u00e0 t\u1eeb c\u00e1ch c\u00e1c m\u00f4 h\u00ecnh BI t\u01b0\u01a1ng t\u00e1c v\u1edbi n\u00f3. Direct Lake ra \u0111\u1eddi \u0111\u1ec3 gi\u1ea3i quy\u1ebft s\u1ef1 \u0111\u00e1nh \u0111\u1ed5i 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\/3e96f662ee.png\" alt=\"So s\u00e1nh c\u00e1c ch\u1ebf \u0111\u1ed9 l\u01b0u tr\u1eef Semantic Model trong Microsoft Fabric: Direct Query, Import v\u00e0 Direct Lake.\" \/><\/figure>\n<h2>Direct Lake: Gi\u1ea3i ph\u00e1p \u0111\u1ed9t ph\u00e1 c\u1ee7a Microsoft Fabric<\/h2>\n<p>Direct Lake thay \u0111\u1ed5i c\u00e1ch c\u00e1c m\u00f4 h\u00ecnh ng\u1eef ngh\u0129a c\u1ee7a Power BI truy c\u1eadp d\u1eef li\u1ec7u trong Fabric. Thay v\u00ec nh\u1eadp d\u1eef li\u1ec7u v\u00e0o m\u1ed9t l\u1edbp l\u01b0u tr\u1eef ri\u00eang bi\u1ec7t, Direct Lake th\u1ef1c hi\u1ec7n <em>transcoding<\/em> (chuy\u1ec3n m\u00e3) d\u1eef li\u1ec7u Delta Parquet \u0111\u01b0\u1ee3c l\u01b0u tr\u1eef trong OneLake v\u00e0o b\u1ed9 nh\u1edb theo y\u00eau c\u1ea7u. D\u1eef li\u1ec7u \u0111\u01b0\u1ee3c t\u1ea3i khi c\u00f3 truy v\u1ea5n \u0111\u1ea7u ti\u00ean v\u00e0 \u0111\u01b0\u1ee3c gi\u1eef l\u1ea1i cho \u0111\u1ebfn khi kh\u00f4ng ho\u1ea1t \u0111\u1ed9ng, c\u00f3 s\u1ef1 thay \u0111\u1ed5i d\u1eef li\u1ec7u ho\u1eb7c do \u00e1p l\u1ef1c v\u1ec1 b\u1ed9 nh\u1edb.<\/p>\n<p>M\u1ed9t khi \u0111\u00e3 n\u1eb1m trong b\u1ed9 nh\u1edb, c\u00e1c truy v\u1ea5n s\u1ebd \u0111\u1ea1t \u0111\u01b0\u1ee3c hi\u1ec7u n\u0103ng t\u01b0\u01a1ng t\u1ef1 ch\u1ebf \u0111\u1ed9 Import trong khi v\u1eabn duy tr\u00ec \u0111\u1ed9 t\u01b0\u01a1i m\u1edbi g\u1ea7n nh\u01b0 real-time m\u00e0 kh\u00f4ng c\u1ea7n nh\u00e2n b\u1ea3n d\u1eef li\u1ec7u. Do hi\u1ec7u n\u0103ng ph\u1ee5 thu\u1ed9c v\u00e0o b\u1ed9 nh\u1edb kh\u1ea3 d\u1ee5ng, doanh nghi\u1ec7p c\u00f3 th\u1ec3 l\u1ef1a ch\u1ecdn g\u00f3i SKU c\u1ee7a Fabric ph\u00f9 h\u1ee3p d\u1ef1a tr\u00ean k\u00edch th\u01b0\u1edbc v\u00e0 \u0111\u1eb7c \u0111i\u1ec3m workload c\u1ee7a m\u00f4 h\u00ecnh.<\/p>\n<h2>Ki\u1ebfn tr\u00fac v\u00e0 c\u00e1ch ho\u1ea1t \u0111\u1ed9ng c\u1ee7a Direct Lake tr\u00ean SQL<\/h2>\n<p>C\u00e1c m\u00f4 h\u00ecnh ng\u1eef ngh\u0129a Power BI k\u1ebft n\u1ed1i v\u1edbi SQL analytics endpoint c\u1ee7a Fabric Data Warehouse (DW) v\u00e0 \u0111\u1ecdc c\u00e1c b\u1ea3ng Delta t\u1eeb OneLake b\u1eb1ng ch\u1ebf \u0111\u1ed9 Direct Lake. D\u1eef li\u1ec7u \u0111\u01b0\u1ee3c n\u1ea1p v\u00e0o b\u1ed9 nh\u1edb t\u1eeb c\u00e1c file Delta Parquet. C\u00e1c b\u1ea3ng Delta n\u00e0y v\u1eabn c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c truy c\u1eadp th\u00f4ng qua SQL analytics endpoint cho c\u00e1c t\u00e1c v\u1ee5 chuy\u1ec3n \u0111\u1ed5i d\u1eef li\u1ec7u, c\u00e1c k\u1ecbch b\u1ea3n composite model, ho\u1eb7c khi Direct Lake ph\u1ea3i s\u1eed d\u1ee5ng <em>fallback<\/em> (c\u01a1 ch\u1ebf d\u1ef1 ph\u00f2ng) v\u1ec1 ch\u1ebf \u0111\u1ed9 DirectQuery.<\/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\/fee0e19a94.png\" alt=\"S\u01a1 \u0111\u1ed3 ki\u1ebfn tr\u00fac c\u00e1ch Direct Lake tr\u00ean SQL ho\u1ea1t \u0111\u1ed9ng v\u1edbi c\u01a1 ch\u1ebf transcoding.\" \/><\/figure>\n<p>Microsoft l\u01b0u \u00fd r\u1eb1ng Fabric cung c\u1ea5p hai phi\u00ean b\u1ea3n Direct Lake: <strong>Direct Lake tr\u00ean SQL<\/strong> v\u00e0 <strong>Direct Lake tr\u00ean OneLake<\/strong>. B\u00e0i vi\u1ebft n\u00e0y t\u1eadp trung v\u00e0o phi\u00ean b\u1ea3n tr\u00ean SQL, v\u1ed1n v\u1eabn \u0111\u01b0\u1ee3c s\u1eed d\u1ee5ng r\u1ed9ng r\u00e3i v\u00e0 l\u00e0 l\u1ef1a ch\u1ecdn ph\u00f9 h\u1ee3p khi c\u1ea7n \u00e1p d\u1ee5ng b\u1ea3o m\u1eadt d\u1ef1a tr\u00ean SQL \u1edf c\u1ea5p \u0111\u1ed9 kho d\u1eef li\u1ec7u. Tuy nhi\u00ean, Direct Lake tr\u00ean OneLake l\u00e0 con \u0111\u01b0\u1eddng chi\u1ebfn l\u01b0\u1ee3c d\u00e0i h\u1ea1n v\u00e0 s\u1ebd nh\u1eadn \u0111\u01b0\u1ee3c nhi\u1ec1u \u0111\u1ea7u t\u01b0 h\u01a1n trong t\u01b0\u01a1ng lai, cho ph\u00e9p k\u1ebft n\u1ed1i tr\u1ef1c ti\u1ebfp \u0111\u1ebfn c\u00e1c b\u1ea3ng Delta trong OneLake m\u00e0 kh\u00f4ng c\u1ea7n th\u00f4ng qua SQL endpoint.<\/p>\n<h2>L\u1ee3i \u00edch khi k\u1ebft h\u1ee3p Direct Lake v\u1edbi Fabric Data Warehouse<\/h2>\n<p>Kh\u00f4ng gi\u1ed1ng nh\u01b0 Direct Lake tr\u00ean Lakehouse y\u00eau c\u1ea7u qu\u1ea3n l\u00fd th\u1ee7 c\u00f4ng c\u00e1c t\u00e1c v\u1ee5 t\u1ed1i \u01b0u h\u00f3a, Fabric Data Warehouse t\u1ef1 \u0111\u1ed9ng h\u00f3a c\u00e1c c\u01a1 ch\u1ebf n\u00e0y \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o c\u00e1c workload Direct Lake lu\u00f4n \u0111\u1ea1t hi\u1ec7u n\u0103ng cao v\u00e0 tu\u00e2n th\u1ee7 c\u00e1c gi\u1edbi h\u1ea1n:<\/p>\n<ul>\n<li><strong>H\u1ee3p nh\u1ea5t t\u1ec7p (File Consolidation):<\/strong> T\u1ef1 \u0111\u1ed9ng g\u1ed9p c\u00e1c t\u1ec7p parquet nh\u1ecf th\u00e0nh k\u00edch th\u01b0\u1edbc t\u1ed1i \u01b0u (100 MB &#8211; 1 GB), ng\u0103n ch\u1eb7n t\u00ecnh tr\u1ea1ng ph\u00e2n m\u1ea3nh t\u1ec7p l\u00e0m gi\u1ea3m hi\u1ec7u n\u0103ng.<\/li>\n<li><strong>Qu\u1ea3n l\u00fd th\u1ed1ng k\u00ea:<\/strong> Lu\u00f4n c\u1eadp nh\u1eadt s\u1ed1 li\u1ec7u th\u1ed1ng k\u00ea \u0111\u1ec3 b\u1ed9 t\u1ed1i \u01b0u h\u00f3a truy v\u1ea5n (Query Optimizer) t\u1ea1o ra c\u00e1c k\u1ebf ho\u1ea1ch truy v\u1ea5n hi\u1ec7u qu\u1ea3 m\u00e0 kh\u00f4ng c\u1ea7n can thi\u1ec7p th\u1ee7 c\u00f4ng.<\/li>\n<li><strong>M\u1eb7c \u0111\u1ecbnh V-Order:<\/strong> T\u1ef1 \u0111\u1ed9ng \u00e1p d\u1ee5ng V-Order cho t\u1ea5t c\u1ea3 c\u00e1c b\u1ea3ng \u0111\u1ec3 t\u1ed1i \u01b0u h\u00f3a vi\u1ec7c \u0111\u1ecdc. V-Order s\u1eafp x\u1ebfp l\u1ea1i d\u1eef li\u1ec7u parquet \u0111\u1ec3 c\u1ea3i thi\u1ec7n kh\u1ea3 n\u0103ng n\u00e9n v\u00e0 hi\u1ec7u n\u0103ng truy v\u1ea5n cho qu\u00e1 tr\u00ecnh transcoding c\u1ee7a Direct Lake.<\/li>\n<li><strong>Gi\u1ea3m chi ph\u00ed v\u1eadn h\u00e0nh:<\/strong> C\u00e1c k\u1ef9 s\u01b0 d\u1eef li\u1ec7u c\u00f3 th\u1ec3 t\u1eadp trung v\u00e0o m\u00f4 h\u00ecnh h\u00f3a d\u1eef li\u1ec7u v\u00e0 logic nghi\u1ec7p v\u1ee5 thay v\u00ec ph\u1ea3i l\u00ean l\u1ecbch c\u00e1c k\u1ecbch b\u1ea3n b\u1ea3o tr\u00ec hay gi\u00e1m s\u00e1t ph\u00e2n m\u1ea3nh t\u1ec7p.<\/li>\n<li><strong>B\u1ea3o v\u1ec7 gi\u1edbi h\u1ea1n (Guardrail Protection):<\/strong> B\u1eb1ng c\u00e1ch t\u1ef1 \u0111\u1ed9ng duy tr\u00ec k\u00edch th\u01b0\u1edbc v\u00e0 s\u1ed1 l\u01b0\u1ee3ng t\u1ec7p t\u1ed1i \u01b0u, Fabric DW gi\u1ea3m nguy c\u01a1 Direct Lake ph\u1ea3i fallback v\u1ec1 DirectQuery do v\u01b0\u1ee3t qu\u00e1 gi\u1edbi h\u1ea1n t\u1ec7p parquet.<\/li>\n<li><strong>Ph\u00e2n c\u1ee5m d\u1eef li\u1ec7u (Data Clustering):<\/strong> K\u1ef9 thu\u1eadt n\u00e0y t\u1ed5 ch\u1ee9c v\u00e0 l\u01b0u tr\u1eef d\u1eef li\u1ec7u d\u1ef1a tr\u00ean s\u1ef1 t\u01b0\u01a1ng \u0111\u1ed3ng, gi\u00fap c\u1ea3i thi\u1ec7n hi\u1ec7u n\u0103ng truy v\u1ea5n v\u00e0 gi\u1ea3m chi ph\u00ed truy c\u1eadp t\u00ednh to\u00e1n v\u00e0 l\u01b0u tr\u1eef.<\/li>\n<\/ul>\n<h2>C\u00e1c ph\u01b0\u01a1ng ph\u00e1p t\u1ed1i \u01b0u \u0111\u1ec3 khai th\u00e1c t\u1ed1i \u0111a hi\u1ec7u qu\u1ea3<\/h2>\n<p>\u0110\u1ec3 \u0111\u1ea1t \u0111\u01b0\u1ee3c hi\u1ec7u su\u1ea5t t\u1ed1t nh\u1ea5t, Microsoft khuy\u1ebfn ngh\u1ecb c\u00e1c \u0111\u1ed9i ng\u0169 k\u1ef9 thu\u1eadt n\u00ean tu\u00e2n th\u1ee7 c\u00e1c nguy\u00ean t\u1eafc thi\u1ebft k\u1ebf sau:<\/p>\n<ul>\n<li><strong>T\u1ed1i \u01b0u h\u00f3a Cardinality:<\/strong> \u0110\u00e2y l\u00e0 y\u1ebfu t\u1ed1 quan tr\u1ecdng nh\u1ea5t \u0111\u1ed1i v\u1edbi hi\u1ec7u n\u0103ng c\u1ee7a Direct Lake. C\u00e1c c\u1ed9t c\u00f3 <em>cardinality<\/em> cao (s\u1ed1 l\u01b0\u1ee3ng gi\u00e1 tr\u1ecb duy nh\u1ea5t l\u1edbn) nh\u01b0 ID giao d\u1ecbch ti\u00eau t\u1ed1n nhi\u1ec1u b\u1ed9 nh\u1edb h\u01a1n. Doanh nghi\u1ec7p n\u00ean s\u1eed d\u1ee5ng kh\u00f3a thay th\u1ebf d\u1ea1ng s\u1ed1, chuy\u1ec3n c\u00e1c c\u1ed9t m\u00f4 t\u1ea3 c\u00f3 cardinality cao sang b\u1ea3ng chi\u1ec1u (dimension tables).<\/li>\n<li><strong>X\u00e2y d\u1ef1ng m\u00f4 h\u00ecnh Star Schema t\u1eadp trung:<\/strong> Gi\u1eef cho c\u00e1c b\u1ea3ng g\u1ecdn g\u00e0ng, ch\u1ec9 ch\u1ee9a c\u00e1c c\u1ed9t c\u1ea7n thi\u1ebft cho b\u00e1o c\u00e1o. C\u00e1c b\u1ea3ng fact ch\u1ec9 n\u00ean ch\u1ee9a c\u00e1c s\u1ed1 \u0111o v\u00e0 kh\u00f3a ngo\u1ea1i.<\/li>\n<li><strong>L\u01b0u \u00fd v\u1ec1 c\u01a1 ch\u1ebf Fallback v\u1ec1 DirectQuery:<\/strong> Direct Lake s\u1ebd chuy\u1ec3n sang ch\u1ebf \u0111\u1ed9 DirectQuery khi m\u00f4 h\u00ecnh v\u01b0\u1ee3t qu\u00e1 gi\u1edbi h\u1ea1n dung l\u01b0\u1ee3ng, s\u1eed d\u1ee5ng SQL view l\u00e0m ngu\u1ed3n, ho\u1eb7c khi ph\u00e1t hi\u1ec7n b\u1ea3o m\u1eadt d\u1ef1a tr\u00ean SQL. Doanh nghi\u1ec7p n\u00ean s\u1eed d\u1ee5ng b\u1ea3ng g\u1ed1c thay v\u00ec view v\u00e0 \u00e1p d\u1ee5ng Row-level security (RLS) \u1edf l\u1edbp m\u00f4 h\u00ecnh ng\u1eef ngh\u0129a \u0111\u1ec3 t\u1eadn d\u1ee5ng hi\u1ec7u n\u0103ng in-memory.<\/li>\n<li><strong>Hi\u1ec3u v\u1ec1 tr\u1ea1ng th\u00e1i Cache:<\/strong> Hi\u1ec7u n\u0103ng c\u1ee7a Direct Lake thay \u0111\u1ed5i t\u00f9y thu\u1ed9c v\u00e0o tr\u1ea1ng th\u00e1i cache c\u1ee7a d\u1eef li\u1ec7u (Cold, Warm, Hot). Vi\u1ec7c hi\u1ec3u r\u00f5 c\u00e1c tr\u1ea1ng th\u00e1i n\u00e0y gi\u00fap \u0111\u1eb7t k\u1ef3 v\u1ecdng th\u1ef1c t\u1ebf v\u00e0 \u0111\u1ecbnh h\u01b0\u1edbng c\u00e1c chi\u1ebfn l\u01b0\u1ee3c t\u1ed1i \u01b0u h\u00f3a.<\/li>\n<\/ul>\n<h2>T\u00e1c \u0111\u1ed9ng th\u1ef1c ti\u1ec5n v\u00e0 c\u00f4ng c\u1ee5 h\u1ed7 tr\u1ee3<\/h2>\n<p>C\u00e1c t\u1ed5 ch\u1ee9c \u00e1p d\u1ee5ng ph\u01b0\u01a1ng ph\u00e1p t\u1ed1i \u01b0u Direct Lake v\u1edbi Fabric Data Warehouse \u0111\u00e3 ghi nh\u1eadn nh\u1eefng l\u1ee3i \u00edch v\u1eadn h\u00e0nh \u0111\u00e1ng k\u1ec3:<\/p>\n<ul>\n<li>Hi\u1ec7u n\u0103ng truy v\u1ea5n t\u01b0\u01a1ng \u0111\u01b0\u01a1ng ch\u1ebf \u0111\u1ed9 Import m\u00e0 kh\u00f4ng c\u1ea7n chi ph\u00ed l\u00e0m m\u1edbi theo l\u1ecbch.<\/li>\n<li>D\u1eef li\u1ec7u real-time thay th\u1ebf cho d\u1eef li\u1ec7u c\u00f3 \u0111\u1ed9 tr\u1ec5 t\u1eeb c\u00e1c chu k\u1ef3 l\u00e0m m\u1edbi.<\/li>\n<li>Lo\u1ea1i b\u1ecf c\u00e1c s\u1ef1 c\u1ed1 li\u00ean quan \u0111\u1ebfn vi\u1ec7c l\u00e0m m\u1edbi d\u1eef li\u1ec7u th\u1ea5t b\u1ea1i.<\/li>\n<li>Ki\u1ebfn tr\u00fac \u0111\u01a1n gi\u1ea3n h\u00f3a b\u1eb1ng c\u00e1ch h\u1ee3p nh\u1ea5t c\u00e1c m\u00f4 h\u00ecnh.<\/li>\n<li>T\u1ed1i \u01b0u h\u00f3a l\u01b0u tr\u1eef t\u1ef1 \u0111\u1ed9ng b\u1edfi Fabric DW, lo\u1ea1i b\u1ecf vi\u1ec7c b\u1ea3o tr\u00ec t\u1ec7p th\u1ee7 c\u00f4ng.<\/li>\n<\/ul>\n<p>\u0110\u1ec3 h\u1ed7 tr\u1ee3 c\u00e1c \u0111\u1ed9i ng\u0169 k\u1ef9 thu\u1eadt, Microsoft v\u00e0 c\u1ed9ng \u0111\u1ed3ng cung c\u1ea5p c\u00e1c c\u00f4ng c\u1ee5 nh\u01b0 <strong>Delta Analyzer<\/strong>, <strong>VertiPaq Analyzer<\/strong> (th\u00f4ng qua DAX Studio) v\u00e0 <strong>Semantic Link Labs<\/strong> \u0111\u1ec3 gi\u00e1m s\u00e1t, ph\u00e2n t\u00edch v\u00e0 t\u1ed1i \u01b0u h\u00f3a hi\u1ec7u n\u0103ng c\u1ee7a c\u00e1c m\u00f4 h\u00ecnh Direct Lake.<\/p>\n<p>\u0110\u1ec3 b\u1eaft \u0111\u1ea7u, doanh nghi\u1ec7p c\u00f3 th\u1ec3 tri\u1ec3n khai Direct Lake cho m\u1ed9t tr\u01b0\u1eddng h\u1ee3p s\u1eed d\u1ee5ng c\u00f3 t\u00e1c \u0111\u1ed9ng cao, \u0111o l\u01b0\u1eddng k\u1ebft qu\u1ea3 v\u00e0 sau \u0111\u00f3 m\u1edf r\u1ed9ng ra to\u00e0n t\u1ed5 ch\u1ee9c. \u0110\u00e2y l\u00e0 m\u1ed9t b\u01b0\u1edbc ti\u1ebfn quan tr\u1ecdng gi\u00fap c\u00e1c doanh nghi\u1ec7p chuy\u1ec3n \u0111\u1ed5i ki\u1ebfn tr\u00fac ph\u00e2n t\u00edch c\u1ee7a m\u00ecnh, h\u01b0\u1edbng t\u1edbi m\u1ed9t n\u1ec1n t\u1ea3ng d\u1eef li\u1ec7u nhanh h\u01a1n, hi\u1ec7u qu\u1ea3 h\u01a1n v\u00e0 d\u1ec5 qu\u1ea3n l\u00fd h\u01a1n.<\/p>","protected":false},"excerpt":{"rendered":"<p>Microsoft Fabric gi\u1edbi thi\u1ec7u Direct Lake, m\u1ed9t ch\u1ebf \u0111\u1ed9 l\u01b0u tr\u1eef \u0111\u1ed9t ph\u00e1 cho c\u00e1c m\u00f4 h\u00ecnh ng\u1eef ngh\u0129a (semantic models) c\u1ee7a Power BI, gi\u1ea3i quy\u1ebft b\u00e0i to\u00e1n kinh \u0111i\u1ec3n gi\u1eefa hi\u1ec7u n\u0103ng v\u00e0 t\u00ednh t\u1ee9c th\u1eddi c\u1ee7a d\u1eef li\u1ec7u. Direct Lake cho ph\u00e9p doanh nghi\u1ec7p truy v\u1ea5n tr\u1ef1c ti\u1ebfp tr\u00ean kho d\u1eef li\u1ec7u OneLake&#8230;<\/p>","protected":false},"author":15,"featured_media":11900,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[],"class_list":["post-11903","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 v27.7 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Direct Lake tr\u00ean Fabric Data Warehouse: Ph\u00e2n t\u00edch d\u1eef li\u1ec7u real-time v\u1edbi hi\u1ec7u n\u0103ng v\u01b0\u1ee3t tr\u1ed9i | 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, 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