{"id":11637,"date":"2026-05-29T09:03:15","date_gmt":"2026-05-29T02:03:15","guid":{"rendered":"https:\/\/microsoft.cmctelecom.vn\/microsoft-fabric-warehouse-tuy-chinh-luu-tru-du-lieu-toi-uu-chi-phi-va-tuan-thu\/"},"modified":"2026-05-29T17:05:04","modified_gmt":"2026-05-29T10:05:04","slug":"microsoft-fabric-warehouse-tuy-chinh-luu-tru-du-lieu-toi-uu-chi-phi-va-tuan-thu","status":"publish","type":"post","link":"https:\/\/microsoft.cmctelecom.vn\/ja\/microsoft-fabric-warehouse-tuy-chinh-luu-tru-du-lieu-toi-uu-chi-phi-va-tuan-thu\/","title":{"rendered":"Microsoft Fabric Warehouse: T\u00f9y ch\u1ec9nh l\u01b0u tr\u1eef d\u1eef li\u1ec7u, t\u1ed1i \u01b0u chi ph\u00ed v\u00e0 tu\u00e2n th\u1ee7"},"content":{"rendered":"<p>Khi m\u1ed9t pipeline ETL b\u1ecb l\u1ed7i v\u00e0 \u00e2m th\u1ea7m l\u00e0m h\u1ecfng d\u1eef li\u1ec7u trong nhi\u1ec1u ng\u00e0y, vi\u1ec7c ph\u1ee5c h\u1ed3i c\u00f3 th\u1ec3 tr\u1edf th\u00e0nh m\u1ed9t cu\u1ed9c kh\u1ee7ng ho\u1ea3ng, ti\u00eau t\u1ed1n h\u00e0ng gi\u1edd x\u00e2y d\u1ef1ng v\u00e0 n\u1ea1p l\u1ea1i d\u1eef li\u1ec7u. \u0110\u1ec3 gi\u1ea3i quy\u1ebft th\u00e1ch th\u1ee9c n\u00e0y, ng\u00e0y 12\/5\/2026, Microsoft \u0111\u00e3 ra m\u1eaft t\u00ednh n\u0103ng <strong>Configurable Data Retention (Preview)<\/strong> cho Fabric Warehouse. T\u00ednh n\u0103ng n\u00e0y cho ph\u00e9p doanh nghi\u1ec7p to\u00e0n quy\u1ec1n ki\u1ec3m so\u00e1t th\u1eddi gian l\u01b0u tr\u1eef l\u1ecbch s\u1eed d\u1eef li\u1ec7u, t\u1eeb \u0111\u00f3 t\u1ed1i \u01b0u chi ph\u00ed v\u00e0 \u0111\u00e1p \u1ee9ng c\u00e1c y\u00eau c\u1ea7u tu\u00e2n th\u1ee7 nghi\u00eam ng\u1eb7t.<\/p>\n<h2>V\u1ea5n \u0111\u1ec1 c\u1ee7a ch\u00ednh s\u00e1ch &#8220;m\u1ed9t k\u00edch c\u1ee1 cho t\u1ea5t c\u1ea3&#8221;<\/h2>\n<p>Tr\u01b0\u1edbc \u0111\u00e2y, Fabric Warehouse \u00e2m th\u1ea7m b\u1ea3o v\u1ec7 d\u1eef li\u1ec7u c\u1ee7a doanh nghi\u1ec7p b\u1eb1ng c\u00e1ch l\u01b0u gi\u1eef c\u00e1c phi\u00ean b\u1ea3n l\u1ecbch s\u1eed th\u00f4ng qua c\u00f4ng ngh\u1ec7 Delta. M\u1ecdi thay \u0111\u1ed5i (insert, update, delete) \u0111\u1ec1u \u0111\u01b0\u1ee3c ghi l\u1ea1i, t\u1ea1o n\u00ean m\u1ed9t &#8220;b\u1ed9 nh\u1edb s\u1ed1ng&#8221; cho d\u1eef li\u1ec7u. Tuy nhi\u00ean, c\u1eeda s\u1ed5 l\u1ecbch s\u1eed n\u00e0y \u0111\u01b0\u1ee3c c\u1ed1 \u0111\u1ecbnh \u1edf m\u1ee9c 30 ng\u00e0y cho t\u1ea5t c\u1ea3 c\u00e1c warehouse, kh\u00f4ng c\u00f3 ngo\u1ea1i l\u1ec7.<\/p>\n<p>Ch\u00ednh s\u00e1ch &#8220;m\u1ed9t k\u00edch c\u1ee1 cho t\u1ea5t c\u1ea3&#8221; n\u00e0y \u0111\u00e3 g\u00e2y ra nhi\u1ec1u v\u1ea5n \u0111\u1ec1:<\/p>\n<ul>\n<li><strong>\u0110\u1ed9i ng\u0169 ph\u00e1t tri\u1ec3n v\u00e0 th\u1eed nghi\u1ec7m (dev\/test):<\/strong> Bu\u1ed9c ph\u1ea3i tr\u1ea3 chi ph\u00ed cho l\u1ecbch s\u1eed d\u1eef li\u1ec7u m\u00e0 h\u1ecd kh\u00f4ng bao gi\u1edd c\u1ea7n \u0111\u1ebfn.<\/li>\n<li><strong>\u0110\u1ed9i ng\u0169 tu\u00e2n th\u1ee7:<\/strong> Kh\u00f4ng th\u1ec3 c\u00f3 \u0111\u01b0\u1ee3c l\u1ecbch s\u1eed ki\u1ec3m to\u00e1n d\u00e0i h\u01a1n theo y\u00eau c\u1ea7u c\u1ee7a c\u00e1c quy \u0111\u1ecbnh ng\u00e0nh.<\/li>\n<li><strong>\u0110\u1ed9i ng\u0169 k\u1ef9 thu\u1eadt:<\/strong> Thi\u1ebfu s\u1ef1 linh ho\u1ea1t \u0111\u1ec3 \u0111i\u1ec1u ch\u1ec9nh c\u1eeda s\u1ed5 ph\u1ee5c h\u1ed3i cho ph\u00f9 h\u1ee3p v\u1edbi chu k\u1ef3 tri\u1ec3n khai s\u1ea3n ph\u1ea9m.<\/li>\n<\/ul>\n<h2>Configurable Retention: Linh ho\u1ea1t theo t\u1eebng workload<\/h2>\n<p>\u0110\u1ec3 gi\u1ea3i quy\u1ebft nh\u1eefng h\u1ea1n ch\u1ebf tr\u00ean, t\u1eeb ng\u00e0y 12\/5\/2026, Microsoft cho ph\u00e9p ng\u01b0\u1eddi d\u00f9ng c\u1ea5u h\u00ecnh th\u1eddi gian l\u01b0u tr\u1eef l\u1ecbch s\u1eed d\u1eef li\u1ec7u cho Fabric Warehouse v\u1edbi b\u1ea5t k\u1ef3 gi\u00e1 tr\u1ecb n\u00e0o trong kho\u1ea3ng t\u1eeb <strong>1 \u0111\u1ebfn 120 ng\u00e0y<\/strong>. Vi\u1ec7c n\u00e0y \u0111\u01b0\u1ee3c th\u1ef1c hi\u1ec7n cho t\u1eebng warehouse ri\u00eang l\u1ebb ch\u1ec9 b\u1eb1ng m\u1ed9t l\u1ec7nh T-SQL duy nh\u1ea5t.<\/p>\n<p>Doanh nghi\u1ec7p kh\u00f4ng c\u1ea7n kh\u1edfi \u0111\u1ed9ng l\u1ea1i, di chuy\u1ec3n d\u1eef li\u1ec7u hay y\u00eau c\u1ea7u h\u1ed7 tr\u1ee3. Ngay sau khi l\u1ec7nh \u0111\u01b0\u1ee3c th\u1ef1c thi, warehouse s\u1ebd t\u1ef1 \u0111\u1ed9ng c\u1eadp nh\u1eadt ch\u00ednh s\u00e1ch l\u01b0u tr\u1eef m\u1edbi.<\/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\/05\/ecd03fbd69.gif\" alt=\"C\u1ea5u h\u00ecnh th\u1eddi gian l\u01b0u tr\u1eef d\u1eef li\u1ec7u trong Microsoft Fabric Warehouse b\u1eb1ng l\u1ec7nh T-SQL\" \/><\/figure>\n<h2>C\u00e1c \u1ee9ng d\u1ee5ng th\u1ef1c ti\u1ec5n cho doanh nghi\u1ec7p<\/h2>\n<p>Th\u1eddi gian l\u01b0u tr\u1eef \u0111\u01b0\u1ee3c c\u1ea5u h\u00ecnh kh\u00f4ng ch\u1ec9 l\u00e0 m\u1ed9t con s\u1ed1. N\u00f3 x\u00e1c \u0111\u1ecbnh ranh gi\u1edbi cho m\u1ecdi kh\u1ea3 n\u0103ng m\u00e0 Fabric Warehouse c\u00f3 th\u1ec3 h\u1ed7 tr\u1ee3 khi c\u00f3 s\u1ef1 c\u1ed1 x\u1ea3y ra.<\/p>\n<ul>\n<li><strong><em>Time travel<\/em><\/strong>: Cho ph\u00e9p truy v\u1ea5n d\u1eef li\u1ec7u t\u1ea1i b\u1ea5t k\u1ef3 th\u1eddi \u0111i\u1ec3m n\u00e0o trong qu\u00e1 kh\u1ee9 (trong ph\u1ea1m vi l\u01b0u tr\u1eef). \u0110i\u1ec1u n\u00e0y r\u1ea5t h\u1eefu \u00edch \u0111\u1ec3 c\u00f3 c\u00e1c b\u00e1o c\u00e1o \u1ed5n \u0111\u1ecbnh trong khi c\u00e1c pipeline ETL v\u1eabn \u0111ang ch\u1ea1y ng\u1ea7m.<\/li>\n<li><strong><em>Point-in-time clones<\/em><\/strong>: Cho ph\u00e9p nh\u00e2n b\u1ea3n (clone) ngay l\u1eadp t\u1ee9c m\u1ed9t b\u1ea3ng t\u1ea1i m\u1ed9t th\u1eddi \u0111i\u1ec3m b\u1ea5t k\u1ef3 trong qu\u00e1 kh\u1ee9. \u0110\u00e2y l\u00e0 m\u1ed9t ho\u1ea1t \u0111\u1ed9ng metadata g\u1ecdn nh\u1eb9, kh\u00f4ng nh\u00e2n \u0111\u00f4i d\u1eef li\u1ec7u. Doanh nghi\u1ec7p c\u00f3 th\u1ec3 d\u00f9ng t\u00ednh n\u0103ng n\u00e0y \u0111\u1ec3 kh\u1eafc ph\u1ee5c s\u1ef1 c\u1ed1 pipeline, th\u1eed nghi\u1ec7m c\u00e1c bi\u1ebfn \u0111\u1ed5i d\u1eef li\u1ec7u m\u1edbi m\u1ed9t c\u00e1ch an to\u00e0n m\u00e0 kh\u00f4ng \u1ea3nh h\u01b0\u1edfng \u0111\u1ebfn m\u00f4i tr\u01b0\u1eddng production, ho\u1eb7c l\u01b0u tr\u1eef m\u1ed9t snapshot l\u1ecbch s\u1eed \u0111\u1ec3 l\u01b0u tr\u1eef d\u00e0i h\u1ea1n v\u1edbi chi ph\u00ed g\u1ea7n nh\u01b0 b\u1eb1ng kh\u00f4ng.<\/li>\n<li><strong><em>Restore points<\/em><\/strong>: \u0110\u01b0\u1ee3c h\u1ec7 th\u1ed1ng t\u1ef1 \u0111\u1ed9ng t\u1ea1o ra m\u1ed7i 8 gi\u1edd v\u00e0 \u0111\u01b0\u1ee3c \u0111i\u1ec1u ch\u1ec9nh t\u1ef7 l\u1ec7 thu\u1eadn v\u1edbi th\u1eddi gian l\u01b0u tr\u1eef c\u1ee7a b\u1ea1n, \u0111\u1ea3m b\u1ea3o lu\u00f4n c\u00f3 \u0111\u1ee7 t\u00f9y ch\u1ecdn \u0111\u1ec3 ph\u1ee5c h\u1ed3i.<\/li>\n<li><strong><em>Warehouse snapshots<\/em><\/strong>: Ghi l\u1ea1i m\u1ed9t ch\u1ebf \u0111\u1ed9 xem nh\u1ea5t qu\u00e1n, ch\u1ec9 \u0111\u1ecdc (read-only) c\u1ee7a warehouse. Th\u1eddi gian l\u01b0u tr\u1eef c\u00e0ng d\u00e0i, b\u1ea1n c\u00e0ng c\u00f3 nhi\u1ec1u l\u1ecbch s\u1eed snapshot \u0111\u1ec3 l\u00e0m vi\u1ec7c.<\/li>\n<\/ul>\n<h2>T\u1ed1i \u01b0u cho t\u1eebng b\u1ed9 ph\u1eadn<\/h2>\n<p>T\u00ednh n\u0103ng m\u1edbi n\u00e0y mang l\u1ea1i l\u1ee3i \u00edch tr\u1ef1c ti\u1ebfp cho nhi\u1ec1u nh\u00f3m kh\u00e1c nhau trong doanh nghi\u1ec7p:<\/p>\n<ul>\n<li><strong>M\u00f4i tr\u01b0\u1eddng dev\/test:<\/strong> C\u00e1c doanh nghi\u1ec7p c\u00f3 th\u1ec3 gi\u1ea3m th\u1eddi gian l\u01b0u tr\u1eef xu\u1ed1ng m\u1ee9c th\u1ea5p (v\u00ed d\u1ee5: v\u00e0i ng\u00e0y) \u0111\u1ec3 ti\u1ebft ki\u1ec7m chi ph\u00ed, v\u00ec kh\u00f4ng c\u1ea7n l\u1ecbch s\u1eed thay \u0111\u1ed5i c\u1ea3 th\u00e1ng cho m\u1ed9t m\u00f4i tr\u01b0\u1eddng \u0111\u01b0\u1ee3c reset sau m\u1ed7i sprint.<\/li>\n<li><strong>C\u00e1c ng\u00e0nh \u0111\u01b0\u1ee3c qu\u1ea3n l\u00fd ch\u1eb7t ch\u1ebd (t\u00e0i ch\u00ednh, y t\u1ebf, b\u1ea3o hi\u1ec3m):<\/strong> C\u00f3 th\u1ec3 k\u00e9o d\u00e0i th\u1eddi gian l\u01b0u tr\u1eef l\u00ean \u0111\u1ebfn 120 ng\u00e0y \u0111\u1ec3 truy v\u1ea5n d\u1eef li\u1ec7u l\u1ecbch s\u1eed, truy v\u1ebft ngu\u1ed3n g\u1ed1c (lineage) v\u00e0 \u0111\u00e1p \u1ee9ng y\u00eau c\u1ea7u c\u1ee7a ki\u1ec3m to\u00e1n vi\u00ean, t\u1ea5t c\u1ea3 \u0111\u1ec1u th\u1ef1c hi\u1ec7n ngay trong Fabric m\u00e0 kh\u00f4ng c\u1ea7n c\u00f4ng c\u1ee5 l\u01b0u tr\u1eef b\u00ean ngo\u00e0i.<\/li>\n<li><strong>\u0110\u1ed9i ng\u0169 ph\u00e1t tri\u1ec3n d\u1eef li\u1ec7u:<\/strong> C\u00f3 th\u1ec3 \u0111i\u1ec1u ch\u1ec9nh th\u1eddi gian l\u01b0u tr\u1eef kh\u1edbp v\u1edbi chu k\u1ef3 ph\u00e1t h\u00e0nh c\u1ee7a m\u00ecnh. N\u1ebfu m\u1ed9t b\u1ea3n c\u1eadp nh\u1eadt l\u1ed7i \u0111\u01b0\u1ee3c tri\u1ec3n khai v\u00e0o cu\u1ed1i tu\u1ea7n, h\u1ecd bi\u1ebft ch\u1eafc r\u1eb1ng m\u00ecnh c\u00f3 ch\u00ednh x\u00e1c kho\u1ea3ng th\u1eddi gian c\u1ea7n thi\u1ebft \u0111\u1ec3 rollback.<\/li>\n<\/ul>\n<h2>L\u01b0u \u00fd quan tr\u1ecdng v\u00e0 ph\u00e2n bi\u1ec7t c\u00e1c lo\u1ea1i h\u00ecnh l\u01b0u tr\u1eef<\/h2>\n<p>Microsoft nh\u1ea5n m\u1ea1nh m\u1ed9t \u0111i\u1ec3m quan tr\u1ecdng: <strong>vi\u1ec7c gi\u1ea3m th\u1eddi gian l\u01b0u tr\u1eef l\u00e0 m\u1ed9t h\u00e0nh \u0111\u1ed9ng kh\u00f4ng th\u1ec3 \u0111\u1ea3o ng\u01b0\u1ee3c<\/strong>.<\/p>\n<p>Khi b\u1ea1n gi\u1ea3m th\u1eddi gian l\u01b0u tr\u1eef, d\u1eef li\u1ec7u l\u1ecbch s\u1eed n\u1eb1m ngo\u00e0i c\u1eeda s\u1ed5 m\u1edbi s\u1ebd b\u1ecb x\u00f3a v\u0129nh vi\u1ec5n b\u1edfi c\u00f4ng c\u1ee5 <em>Garbage Collector<\/em> do Fabric qu\u1ea3n l\u00fd. Vi\u1ec7c t\u0103ng l\u1ea1i th\u1eddi gian l\u01b0u tr\u1eef sau \u0111\u00f3 s\u1ebd kh\u00f4ng kh\u00f4i ph\u1ee5c \u0111\u01b0\u1ee3c nh\u1eefng g\u00ec \u0111\u00e3 b\u1ecb x\u00f3a.<\/p>\n<p>Ngo\u00e0i ra, c\u1ea7n ph\u00e2n bi\u1ec7t gi\u1eefa <strong>Data Retention<\/strong> v\u00e0 <strong>Dropped Retention<\/strong>.<\/p>\n<ul>\n<li><strong>Data Retention:<\/strong> Qu\u1ea3n l\u00fd th\u1eddi gian l\u01b0u tr\u1eef c\u00e1c phi\u00ean b\u1ea3n l\u1ecbch s\u1eed c\u1ee7a d\u1eef li\u1ec7u <em>khi warehouse \u0111ang ho\u1ea1t \u0111\u1ed9ng<\/em>.<\/li>\n<li><strong>Dropped Retention:<\/strong> L\u00e0 &#8220;l\u01b0\u1edbi an to\u00e0n&#8221; \u0111\u01b0\u1ee3c k\u00edch ho\u1ea1t khi m\u1ed9t warehouse b\u1ecb x\u00f3a nh\u1ea7m. N\u00f3 b\u1ea3o v\u1ec7 to\u00e0n b\u1ed9 warehouse trong m\u1ed9t kho\u1ea3ng th\u1eddi gian (m\u1eb7c \u0111\u1ecbnh 7 ng\u00e0y, c\u00f3 th\u1ec3 c\u1ea5u h\u00ecnh t\u1eeb 7-90 ng\u00e0y) tr\u01b0\u1edbc khi b\u1ecb x\u00f3a v\u0129nh vi\u1ec5n.<\/li>\n<\/ul>\n<p>C\u1ea3 hai t\u00ednh n\u0103ng n\u00e0y c\u00f9ng nhau t\u1ea1o n\u00ean m\u1ed9t gi\u1ea3i ph\u00e1p to\u00e0n di\u1ec7n v\u1ec1 kh\u1ea3 n\u0103ng ph\u1ee5c h\u1ed3i d\u1eef li\u1ec7u cho doanh nghi\u1ec7p.<\/p>\n<h2>T\u01b0\u01a1ng lai c\u1ee7a kh\u1ea3 n\u0103ng ph\u1ee5c h\u1ed3i d\u1eef li\u1ec7u<\/h2>\n<p>T\u00ednh n\u0103ng Configurable Retention trong Microsoft Fabric Warehouse kh\u00f4ng ch\u1ec9 l\u00e0 m\u1ed9t con s\u1ed1. N\u00f3 trao cho doanh nghi\u1ec7p quy\u1ec1n ki\u1ec3m so\u00e1t \u0111\u1ec3 c\u00e2n b\u1eb1ng gi\u1eefa chi ph\u00ed, tu\u00e2n th\u1ee7 v\u00e0 an to\u00e0n v\u1eadn h\u00e0nh. D\u00f9 l\u00e0 c\u1eaft gi\u1ea3m chi ph\u00ed trong m\u00f4i tr\u01b0\u1eddng dev, \u0111\u00e1p \u1ee9ng y\u00eau c\u1ea7u ki\u1ec3m to\u00e1n hay nhanh ch\u00f3ng ph\u1ee5c h\u1ed3i sau s\u1ef1 c\u1ed1, doanh nghi\u1ec7p gi\u1edd \u0111\u00e2y \u0111\u00e3 n\u1eafm trong tay quy\u1ec1n ch\u1ee7 \u0111\u1ed9ng.<\/p>","protected":false},"excerpt":{"rendered":"<p>Khi m\u1ed9t pipeline ETL b\u1ecb l\u1ed7i v\u00e0 \u00e2m th\u1ea7m l\u00e0m h\u1ecfng d\u1eef li\u1ec7u trong nhi\u1ec1u ng\u00e0y, vi\u1ec7c ph\u1ee5c h\u1ed3i c\u00f3 th\u1ec3 tr\u1edf th\u00e0nh m\u1ed9t cu\u1ed9c kh\u1ee7ng ho\u1ea3ng, ti\u00eau t\u1ed1n h\u00e0ng gi\u1edd x\u00e2y d\u1ef1ng v\u00e0 n\u1ea1p l\u1ea1i d\u1eef li\u1ec7u. \u0110\u1ec3 gi\u1ea3i quy\u1ebft th\u00e1ch th\u1ee9c n\u00e0y, ng\u00e0y 12\/5\/2026, Microsoft \u0111\u00e3 ra m\u1eaft t\u00ednh n\u0103ng Configurable Data Retention (Preview) cho Fabric Warehouse. T\u00ednh n\u0103ng n\u00e0y cho ph\u00e9p doanh nghi\u1ec7p to\u00e0n quy\u1ec1n ki\u1ec3m so\u00e1t th\u1eddi gian l\u01b0u tr\u1eef l\u1ecbch s\u1eed d\u1eef li\u1ec7u, t\u1eeb \u0111\u00f3 t\u1ed1i \u01b0u chi ph\u00ed v\u00e0 \u0111\u00e1p \u1ee9ng c\u00e1c y\u00eau c\u1ea7u tu\u00e2n th\u1ee7 nghi\u00eam ng\u1eb7t. 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