{"id":2803,"date":"2024-10-07T23:56:06","date_gmt":"2024-10-07T23:56:06","guid":{"rendered":"https:\/\/securitybriefing.net\/?p=2803"},"modified":"2024-10-08T00:34:37","modified_gmt":"2024-10-08T00:34:37","slug":"cach-tiep-can-cua-kien-truc-su-dieu-hanh-voi-finops-lam-the-nao-ai-va-tu-dong-hoa-giup-hop-ly-hoa-quan-ly-du-lieu","status":"publish","type":"post","link":"https:\/\/securitybriefing.net\/vi\/tri-tue-nhan-tao\/cach-tiep-can-cua-kien-truc-su-dieu-hanh-voi-finops-lam-the-nao-ai-va-tu-dong-hoa-giup-hop-ly-hoa-quan-ly-du-lieu\/","title":{"rendered":"C\u00e1ch ti\u1ebfp c\u1eadn c\u1ee7a m\u1ed9t ki\u1ebfn tr\u00fac s\u01b0 \u0111i\u1ec1u h\u00e0nh \u0111\u1ed1i v\u1edbi FinOps: AI v\u00e0 t\u1ef1 \u0111\u1ed9ng h\u00f3a h\u1ee3p l\u00fd h\u00f3a qu\u1ea3n l\u00fd d\u1eef li\u1ec7u nh\u01b0 th\u1ebf n\u00e0o"},"content":{"rendered":"<p>C\u00e1c t\u1ed5 ch\u1ee9c k\u1ef9 thu\u1eadt s\u1ed1 ng\u00e0y c\u00e0ng ph\u1ee5 thu\u1ed9c v\u00e0o \u0111\u00e1m m\u00e2y trong k\u1ef7 nguy\u00ean th\u00f4ng tin ng\u00e0y nay. FinOps mang l\u1ea1i nhi\u1ec1u hi\u1ec7u qu\u1ea3, \u0111\u1ed9 ch\u00ednh x\u00e1c v\u00e0 chi\u1ec1u s\u00e2u cho c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng \u0111\u00e1m m\u00e2y, n\u01a1i c\u1ea3 \u0111\u1ed9ng l\u1ef1c t\u00e0i ch\u00ednh v\u00e0 c\u00f4ng ngh\u1ec7 \u0111\u1ec1u \u0111\u00f2i h\u1ecfi ki\u1ebfn th\u1ee9c to\u00e0n di\u1ec7n. Th\u00e1ch th\u1ee9c \u0111\u1ed1i v\u1edbi c\u00e1c ki\u1ebfn tr\u00fac s\u01b0 \u0111i\u1ec1u h\u00e0nh, trong b\u1ed1i c\u1ea3nh qu\u1ea3n l\u00fd t\u00e0i ch\u00ednh ph\u1ee9c t\u1ea1p n\u00e0y, s\u1ebd l\u00e0 l\u00e0m th\u1ebf n\u00e0o \u0111\u1ec3 khai th\u00e1c s\u1ee9c m\u1ea1nh c\u1ee7a AI v\u00e0 t\u1ef1 \u0111\u1ed9ng h\u00f3a \u0111\u1ec3 qu\u1ea3n l\u00fd d\u1eef li\u1ec7u c\u1ee7a h\u1ecd t\u1ed1t h\u01a1n v\u00e0 t\u1ed1i \u01b0u h\u00f3a chi ti\u00eau \u0111\u00e1m m\u00e2y c\u1ee7a h\u1ecd. B\u00e0i b\u00e1o \u0111\u01b0\u1ee3c \u0111\u01b0a ra s\u1ebd th\u1ea3o lu\u1eadn v\u1ec1 c\u00e1ch c\u00e1c c\u00f4ng ngh\u1ec7 \u0111\u00f3 c\u00f3 th\u1ec3 cung c\u1ea5p FinOps mang t\u00ednh c\u00e1ch m\u1ea1ng, tr\u00ecnh b\u00e0y nh\u1eefng hi\u1ec3u bi\u1ebft th\u1ef1c t\u1ebf cho m\u1ed9t ki\u1ebfn tr\u00fac s\u01b0 \u0111i\u1ec1u h\u00e0nh mu\u1ed1n \u0111i \u0111\u1ea7u trong m\u1ed9t th\u1ecb tr\u01b0\u1eddng thay \u0111\u1ed5i nhanh ch\u00f3ng.<\/p>\n\n\n<h2 class=\"wp-block-heading\" id=\"introduction-to-finops-and-its-growing-importance\">Gi\u1edbi thi\u1ec7u v\u1ec1 FinOps v\u00e0 t\u1ea7m quan tr\u1ecdng ng\u00e0y c\u00e0ng t\u0103ng c\u1ee7a n\u00f3<\/h2>\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"911\" height=\"506\" src=\"https:\/\/securitybriefing.net\/wp-content\/uploads\/2024\/10\/Introduction-to-Fin\u05ddps-and-Its-Growing-Importance.jpg\" alt=\"Gi\u1edbi thi\u1ec7u v\u1ec1 FinOps v\u00e0 t\u1ea7m quan tr\u1ecdng ng\u00e0y c\u00e0ng t\u0103ng c\u1ee7a n\u00f3\" class=\"wp-image-2808\" srcset=\"https:\/\/securitybriefing.net\/wp-content\/uploads\/2024\/10\/Introduction-to-Fin\u05ddps-and-Its-Growing-Importance.jpg 911w, https:\/\/securitybriefing.net\/wp-content\/uploads\/2024\/10\/Introduction-to-Fin\u05ddps-and-Its-Growing-Importance-300x167.jpg 300w, https:\/\/securitybriefing.net\/wp-content\/uploads\/2024\/10\/Introduction-to-Fin\u05ddps-and-Its-Growing-Importance-768x427.jpg 768w\" sizes=\"auto, (max-width: 911px) 100vw, 911px\" \/><\/figure>\n\n\n\n<p>V\u1edbi ng\u00e0y c\u00e0ng nhi\u1ec1u doanh nghi\u1ec7p m\u1edf r\u1ed9ng ho\u1ea1t \u0111\u1ed9ng tr\u00ean c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng \u0111\u00e1m m\u00e2y, ho\u1ea1t \u0111\u1ed9ng t\u00e0i ch\u00ednh \u0111\u00e3 tr\u1edf th\u00e0nh m\u1ed9t trong nh\u1eefng ch\u1ee9c n\u0103ng quan tr\u1ecdng g\u1eafn k\u1ebft t\u00e0i ch\u00ednh, CNTT v\u00e0 qu\u1ea3n l\u00fd \u0111\u00e1m m\u00e2y v\u1edbi nhau v\u1ec1 m\u1eb7t t\u1ed1i \u01b0u h\u00f3a chi ph\u00ed tr\u00ean \u0111\u00e1m m\u00e2y \u0111\u1ec3 s\u1eed d\u1ee5ng t\u00e0i nguy\u00ean hi\u1ec7u qu\u1ea3. \u0110i\u1ec1u n\u00e0y c\u00f3 ngh\u0129a l\u00e0 m\u1ed9t ki\u1ebfn tr\u00fac s\u01b0 \u0111i\u1ec1u h\u00e0nh n\u00ean thi\u1ebft k\u1ebf c\u00e1c h\u1ec7 th\u1ed1ng \u0111\u1ec3 t\u0103ng c\u01b0\u1eddng kh\u1ea3 n\u0103ng hi\u1ec3n th\u1ecb v\u00e0 tr\u00e1ch nhi\u1ec7m t\u00e0i ch\u00ednh trong khi h\u1ed7 tr\u1ee3 c\u00e1c t\u00ednh ph\u1ee9c t\u1ea1p c\u1ef1c \u0111\u1ed9 trong m\u00f4i tr\u01b0\u1eddng \u0111\u00e1m m\u00e2y ng\u00e0y nay.<\/p>\n\n\n<h2 class=\"wp-block-heading\" id=\"what-is-finops\">FinOps l\u00e0 g\u00ec?<\/h2>\n\n\n<p>FinOps \u0111\u1ea1i di\u1ec7n cho m\u1ed9t t\u1eadp h\u1ee3p c\u00e1c ho\u1ea1t \u0111\u1ed9ng \u0111\u1ec3 qu\u1ea3n l\u00fd chi ph\u00ed \u0111\u00e1m m\u00e2y m\u1ed9t c\u00e1ch h\u1ee3p t\u00e1c nh\u1eb1m c\u1ea3i thi\u1ec7n kh\u1ea3 n\u0103ng hi\u1ec3n th\u1ecb v\u00e0 t\u1ed1i \u01b0u h\u00f3a. FinOps trang b\u1ecb cho c\u00e1c doanh nghi\u1ec7p:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Theo d\u00f5i chi ti\u00eau cho \u0111\u00e1m m\u00e2y theo th\u1eddi gian th\u1ef1c.<\/strong><\/li>\n\n\n\n<li><strong>T\u1ed1i \u01b0u h\u00f3a vi\u1ec7c s\u1eed d\u1ee5ng t\u00e0i nguy\u00ean.<\/strong><\/li>\n\n\n\n<li><strong>Cho ph\u00e9p nh\u00f3m t\u00e0i ch\u00ednh v\u00e0 nh\u00f3m k\u1ef9 thu\u1eadt c\u1ed9ng t\u00e1c v\u1edbi nhau.<\/strong><\/li>\n<\/ul>\n\n\n\n<p>Trong khi chi ph\u00ed \u0111\u00e1m m\u00e2y ti\u1ebfp t\u1ee5c t\u0103ng, FinOps t\u1ed1t l\u00e0 th\u1ee9 gi\u00fap c\u00e1c c\u00f4ng ty kh\u00f4ng ch\u1ec9 ki\u1ec3m so\u00e1t chi ti\u00eau m\u00e0 c\u00f2n s\u1eed d\u1ee5ng t\u00e0i nguy\u00ean m\u1ed9t c\u00e1ch h\u1ee3p l\u00fd. AI v\u00e0 t\u1ef1 \u0111\u1ed9ng h\u00f3a \u0111\u00e3 b\u1eaft \u0111\u1ea7u h\u1ed7 tr\u1ee3 nh\u1eefng v\u1ea5n \u0111\u1ec1 n\u00e0y, v\u1edbi c\u00e1c ki\u1ebfn tr\u00fac s\u01b0 \u0111i\u1ec1u h\u00e0nh \u0111\u00f3ng vai tr\u00f2 l\u00e3nh \u0111\u1ea1o.<\/p>\n\n\n<h2 class=\"wp-block-heading\" id=\"the-role-of-ai-and-automation-in-finops\">Vai tr\u00f2 c\u1ee7a AI v\u00e0 T\u1ef1 \u0111\u1ed9ng h\u00f3a trong FinOps<\/h2>\n\n\n<p>V\u1edbi s\u1ef1 t\u00edch h\u1ee3p c\u1ee7a AI v\u00e0 t\u1ef1 \u0111\u1ed9ng h\u00f3a, FinOps \u0111\u00e3 tr\u1edf th\u00e0nh m\u1ed9t c\u00f4ng c\u1ee5 thay \u0111\u1ed5i cu\u1ed9c ch\u01a1i. C\u00e1c c\u00f4ng ngh\u1ec7 n\u00e0y gi\u1ea3i quy\u1ebft hi\u1ec7u qu\u1ea3 nhi\u1ec1u th\u00e1ch th\u1ee9c m\u00e0 c\u00e1c t\u1ed5 ch\u1ee9c ph\u1ea3i \u0111\u1ed1i m\u1eb7t trong vi\u1ec7c qu\u1ea3n l\u00fd l\u01b0\u1ee3ng l\u1edbn d\u1eef li\u1ec7u t\u00e0i ch\u00ednh v\u00e0 \u0111\u1ea3m b\u1ea3o hi\u1ec7u qu\u1ea3 ho\u1ea1t \u0111\u1ed9ng.<\/p>\n\n\n<h2 class=\"wp-block-heading\" id=\"data-acquisition-and-automatic-integration\">Thu th\u1eadp d\u1eef li\u1ec7u v\u00e0 t\u00edch h\u1ee3p t\u1ef1 \u0111\u1ed9ng <\/h2>\n\n\n<p>M\u1ed9t trong nh\u1eefng ho\u1ea1t \u0111\u1ed9ng t\u1ed1n th\u1eddi gian nh\u1ea5t trong FinOps l\u00e0 thu th\u1eadp v\u00e0 t\u00edch h\u1ee3p d\u1eef li\u1ec7u t\u1eeb nhi\u1ec1u nh\u00e0 cung c\u1ea5p d\u1ecbch v\u1ee5 \u0111\u00e1m m\u00e2y kh\u00e1c nhau. M\u1ed7i n\u1ec1n t\u1ea3ng t\u1ea1o ra kh\u1ed1i l\u01b0\u1ee3ng l\u1edbn d\u1eef li\u1ec7u s\u1eed d\u1ee5ng v\u00e0 vi\u1ec7c thu th\u1eadp th\u00f4ng tin n\u00e0y theo c\u00e1ch th\u1ee7 c\u00f4ng l\u00e0 m\u1ed9t qu\u00e1 tr\u00ecnh c\u1ef1c k\u1ef3 c\u1ed3ng k\u1ec1nh v\u00e0 d\u1ec5 x\u1ea3y ra l\u1ed7i. <\/p>\n\n\n\n<p>T\u1ef1 \u0111\u1ed9ng h\u00f3a \u0111\u01a1n gi\u1ea3n h\u00f3a nhi\u1ec7m v\u1ee5 n\u00e0y b\u1eb1ng c\u00e1ch tr\u00edch xu\u1ea5t d\u1eef li\u1ec7u t\u1eeb nhi\u1ec1u ngu\u1ed3n, chu\u1ea9n h\u00f3a d\u1eef li\u1ec7u v\u00e0 tr\u00ecnh b\u00e0y theo \u0111\u1ecbnh d\u1ea1ng th\u1ed1ng nh\u1ea5t.<\/p>\n\n\n\n<p>M\u1ed7i n\u1ec1n t\u1ea3ng t\u1ea1o ra kh\u1ed1i l\u01b0\u1ee3ng l\u1edbn d\u1eef li\u1ec7u s\u1eed d\u1ee5ng v\u00e0 vi\u1ec7c thu th\u1eadp d\u1eef li\u1ec7u n\u00e0y theo c\u00e1ch th\u1ee7 c\u00f4ng l\u00e0 m\u1ed9t vi\u1ec7c c\u1ef1c k\u1ef3 c\u1ed3ng k\u1ec1nh v\u00e0 d\u1ec5 x\u1ea3y ra l\u1ed7i. T\u1ef1 \u0111\u1ed9ng h\u00f3a \u0111\u01a1n gi\u1ea3n h\u00f3a quy tr\u00ecnh n\u00e0y b\u1eb1ng c\u00e1ch l\u1ea5y d\u1eef li\u1ec7u t\u1eeb nhi\u1ec1u ngu\u1ed3n kh\u00e1c nhau, chu\u1ea9n h\u00f3a d\u1eef li\u1ec7u v\u00e0 tr\u00ecnh b\u00e0y d\u1eef li\u1ec7u theo \u0111\u1ecbnh d\u1ea1ng th\u1ed1ng nh\u1ea5t.<\/p>\n\n\n<h4 class=\"wp-block-heading\" id=\"example\">V\u00ed d\u1ee5:<\/h4>\n\n\n<p>Thu\u1eadt to\u00e1n AI t\u1ea1i m\u1ed9t c\u00f4ng ty d\u1ecbch v\u1ee5 t\u00e0i ch\u00ednh \u0111\u00e3 x\u00e1c \u0111\u1ecbnh c\u00e1c t\u00e0i nguy\u00ean nh\u00e0n r\u1ed7i \u0111ang ti\u00eau t\u1ed1n m\u1ed9t ph\u1ea7n \u0111\u00e1ng k\u1ec3 ng\u00e2n s\u00e1ch \u0111\u00e1m m\u00e2y c\u1ee7a h\u1ecd. C\u00e1c c\u00f4ng c\u1ee5 t\u1ef1 \u0111\u1ed9ng ph\u00e2n b\u1ed5 l\u1ea1i c\u00e1c t\u00e0i nguy\u00ean n\u00e0y, d\u1eabn \u0111\u1ebfn gi\u1ea3m chi ph\u00ed 15% ch\u1ec9 trong m\u1ed9t qu\u00fd.<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th><strong>Qu\u1ea3n l\u00fd t\u00e0i nguy\u00ean th\u1ee7 c\u00f4ng<\/strong><\/th><th><strong>T\u1ef1 \u0111\u1ed9ng \u0111i\u1ec1u ch\u1ec9nh k\u00edch th\u01b0\u1edbc ph\u00f9 h\u1ee3p<\/strong><\/th><\/tr><\/thead><tbody><tr><td>Y\u00eau c\u1ea7u gi\u00e1m s\u00e1t th\u1ee7 c\u00f4ng<\/td><td>T\u1ed1i \u01b0u h\u00f3a li\u00ean t\u1ee5c<\/td><\/tr><tr><td>D\u1ec5 b\u1ecb cung c\u1ea5p qu\u00e1 m\u1ee9c<\/td><td>\u0110i\u1ec1u ch\u1ec9nh hi\u1ec7u qu\u1ea3, th\u1eddi gian th\u1ef1c<\/td><\/tr><tr><td>Kh\u1ea3 n\u0103ng m\u1edf r\u1ed9ng h\u1ea1n ch\u1ebf<\/td><td>C\u00f3 th\u1ec3 m\u1edf r\u1ed9ng tr\u00ean c\u00e1c m\u00f4i tr\u01b0\u1eddng \u0111\u00e1m m\u00e2y<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n<h2 class=\"wp-block-heading\" id=\"challenges-and-solutions-in-implementing-ai-and-optimize\">Th\u00e1ch th\u1ee9c v\u00e0 gi\u1ea3i ph\u00e1p trong vi\u1ec7c tri\u1ec3n khai AI v\u00e0 t\u1ed1i \u01b0u h\u00f3a<\/h2>\n\n\n<p>M\u1eb7c d\u00f9 AI v\u00e0 t\u1ef1 \u0111\u1ed9ng h\u00f3a mang l\u1ea1i l\u1ee3i \u00edch \u0111\u00e1ng k\u1ec3 trong FinOps, vi\u1ec7c tri\u1ec3n khai c\u00e1c c\u00f4ng ngh\u1ec7 n\u00e0y \u0111\u1eb7t ra m\u1ed9t s\u1ed1 th\u00e1ch th\u1ee9c. C\u00e1c ki\u1ebfn tr\u00fac s\u01b0 \u0111i\u1ec1u h\u00e0nh ph\u1ea3i gi\u1ea3i quy\u1ebft nh\u1eefng r\u00e0o c\u1ea3n n\u00e0y \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o t\u00edch h\u1ee3p su\u00f4n s\u1ebb.<\/p>\n\n\n<h4 class=\"wp-block-heading\" id=\"ease-of-implementation\"><br><strong>D\u1ec5 d\u00e0ng th\u1ef1c hi\u1ec7n<\/strong><\/h4>\n\n\n<p class=\"translation-block\"><strong>Th\u00e1ch th\u1ee9c:<\/strong> Vi\u1ec7c tri\u1ec3n khai FinOps \u0111\u01b0\u1ee3c \u0111i\u1ec1u khi\u1ec3n b\u1edfi AI \u0111\u00f2i h\u1ecfi chuy\u00ean m\u00f4n s\u00e2u v\u1ec1 c\u1ea3 ki\u1ebfn tr\u00fac \u0111\u00e1m m\u00e2y v\u00e0 qu\u1ea3n l\u00fd t\u00e0i ch\u00ednh, l\u00e0m cho qu\u00e1 tr\u00ecnh t\u00edch h\u1ee3p tr\u1edf n\u00ean ph\u1ee9c t\u1ea1p.<br><strong>Gi\u1ea3i ph\u00e1p:<\/strong> C\u00e1c ki\u1ebfn tr\u00fac s\u01b0 \u0111i\u1ec1u h\u00e0nh c\u00f3 th\u1ec3 l\u00e0m cho qu\u00e1 tr\u00ecnh n\u00e0y tr\u1edf n\u00ean d\u1ec5 d\u00e0ng h\u01a1n b\u1eb1ng c\u00e1ch \u0111\u1ea7u t\u01b0 v\u00e0o \u0111\u00e0o t\u1ea1o v\u00e0 n\u00e2ng cao k\u1ef9 n\u0103ng c\u1ee7a \u0111\u1ed9i ng\u0169, t\u1eeb \u0111\u00f3 s\u1eed d\u1ee5ng hi\u1ec7u qu\u1ea3 c\u00e1c c\u00f4ng c\u1ee5 AI. H\u1ee3p t\u00e1c v\u1edbi c\u00e1c nh\u00e0 cung c\u1ea5p ho\u1eb7c c\u1ed1 v\u1ea5n AI c\u0169ng c\u00f3 th\u1ec3 \u0111\u01a1n gi\u1ea3n h\u00f3a qu\u00e1 tr\u00ecnh tri\u1ec3n khai.<\/p>\n\n\n<h4 class=\"wp-block-heading\" id=\"data-privacy-and-security\"><strong>Quy\u1ec1n ri\u00eang t\u01b0 v\u00e0 b\u1ea3o m\u1eadt d\u1eef li\u1ec7u<\/strong><\/h4>\n\n\n<p class=\"translation-block\"><strong>Th\u00e1ch th\u1ee9c:<\/strong> V\u00ec c\u00e1c c\u00f4ng c\u1ee5 t\u1ef1 \u0111\u1ed9ng h\u00f3a truy c\u1eadp d\u1eef li\u1ec7u t\u00e0i ch\u00ednh nh\u1ea1y c\u1ea3m, vi\u1ec7c \u0111\u1ea3m b\u1ea3o quy\u1ec1n ri\u00eang t\u01b0 v\u00e0 b\u1ea3o m\u1eadt d\u1eef li\u1ec7u l\u00e0 \u0111i\u1ec1u quan tr\u1ecdng h\u00e0ng \u0111\u1ea7u.<br><strong>Gi\u1ea3i ph\u00e1p:<\/strong> C\u00e1c ph\u01b0\u01a1ng ph\u00e1p m\u00e3 h\u00f3a m\u1ea1nh m\u1ebd, ki\u1ec3m so\u00e1t truy c\u1eadp nghi\u00eam ng\u1eb7t v\u00e0 gi\u00e1m s\u00e1t li\u00ean t\u1ee5c l\u00e0 r\u1ea5t quan tr\u1ecdng \u0111\u1ec3 b\u1ea3o v\u1ec7 th\u00f4ng tin nh\u1ea1y c\u1ea3m. C\u00e1c ki\u1ebfn tr\u00fac s\u01b0 \u0111i\u1ec1u h\u00e0nh ph\u1ea3i \u0111\u1ea3m b\u1ea3o r\u1eb1ng t\u1ea5t c\u1ea3 vi\u1ec7c x\u1eed l\u00fd d\u1eef li\u1ec7u t\u00e0i ch\u00ednh tu\u00e2n th\u1ee7 c\u00e1c quy \u0111\u1ecbnh ng\u00e0nh nh\u01b0 GDPR v\u00e0 HIPAA.<br><\/p>\n\n\n<h4 class=\"wp-block-heading\" id=\"resistance-to-change\"><strong>S\u1ef1 kh\u00e1ng c\u1ef1 v\u1edbi s\u1ef1 thay \u0111\u1ed5i<\/strong><\/h4>\n\n\n<p class=\"translation-block\"><strong>Th\u00e1ch th\u1ee9c:<\/strong> Nhi\u1ec1u \u0111\u1ed9i ng\u0169 c\u00f3 th\u1ec3 ph\u1ea3n \u0111\u1ed1i vi\u1ec7c chuy\u1ec3n t\u1eeb c\u00e1c ph\u01b0\u01a1ng ph\u00e1p FinOps truy\u1ec1n th\u1ed1ng sang c\u00e1c gi\u1ea3i ph\u00e1p d\u1ef1a tr\u00ean AI.<br><strong>Gi\u1ea3i ph\u00e1p:<\/strong> Giao ti\u1ebfp hi\u1ec7u qu\u1ea3 v\u1ec1 l\u1ee3i \u00edch c\u1ee7a AI, k\u1ebft h\u1ee3p v\u1edbi c\u00e1c chi\u1ebfn l\u01b0\u1ee3c \u0111\u00e0o t\u1ea1o v\u00e0 qu\u1ea3n l\u00fd thay \u0111\u1ed5i, c\u00f3 th\u1ec3 gi\u00fap d\u1ec5 d\u00e0ng chuy\u1ec3n \u0111\u1ed5i n\u00e0y. Ki\u1ebfn tr\u00fac s\u01b0 \u0111i\u1ec1u h\u00e0nh c\u1ea7n ph\u1ea3i d\u1eabn \u0111\u1ea7u b\u1eb1ng t\u1ea5m g\u01b0\u01a1ng v\u00e0 \u1ee7ng h\u1ed9 nh\u1eefng c\u00f4ng ngh\u1ec7 m\u1edbi n\u00e0y.<br><\/p>\n\n\n<h3 class=\"wp-block-heading\" id=\"skills-executive-architects-need-for-finops-automation\"><strong>K\u1ef9 n\u0103ng m\u00e0 c\u00e1c ki\u1ebfn tr\u00fac s\u01b0 \u0111i\u1ec1u h\u00e0nh c\u1ea7n cho t\u1ef1 \u0111\u1ed9ng h\u00f3a FinOps<\/strong><\/h3>\n\n\n<p>\u0110\u1ec3 tri\u1ec3n khai AI v\u00e0 t\u1ef1 \u0111\u1ed9ng h\u00f3a trong FinOps th\u00e0nh c\u00f4ng, m\u1ed9t ki\u1ebfn tr\u00fac s\u01b0 \u0111i\u1ec1u h\u00e0nh ph\u1ea3i s\u1edf h\u1eefu c\u1ea3 k\u1ef9 n\u0103ng k\u1ef9 thu\u1eadt v\u00e0 l\u00e3nh \u0111\u1ea1o trong c\u00e1c l\u0129nh v\u1ef1c sau:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"translation-block\"><strong>Kinh nghi\u1ec7m Ki\u1ebfn tr\u00fac \u0110\u00e1m m\u00e2y:<\/strong> Ki\u1ebfn th\u1ee9c s\u00e2u r\u1ed9ng v\u1ec1 c\u00e1c n\u1ec1n t\u1ea3ng \u0111\u00e1m m\u00e2y nh\u01b0 AWS, Google Cloud v\u00e0 Azure.<\/li>\n\n\n\n<li class=\"translation-block\"><span style=\"margin: 0px;padding: 0px\"><strong>Tr\u00ed tu\u1ec7 nh\u00e2n t\u1ea1o v\u00e0 H\u1ecdc m\u00e1y:<\/strong> Kinh nghi\u1ec7m th\u1ef1c t\u1ebf trong c\u00e1c m\u00f4 h\u00ecnh AI v\u00e0 thu\u1eadt to\u00e1n h\u1ecdc m\u00e1y khi th\u1ef1c hi\u1ec7n ph\u00e2n t\u00edch d\u1ef1 b\u00e1o v\u00e0 t\u1ef1 \u0111\u1ed9ng h\u00f3a.<\/span><\/li>\n\n\n\n<li class=\"translation-block\"><strong>Qu\u1ea3n l\u00fd D\u1eef li\u1ec7u:<\/strong> \u0110\u1ec3 c\u00f3 th\u1ec3 qu\u1ea3n l\u00fd d\u1eef li\u1ec7u quy m\u00f4 l\u1edbn v\u00e0 hi\u1ec3u c\u00e1ch v\u1eadt li\u1ec7u c\u00f3 gi\u00e1 tr\u1ecb c\u00f3 th\u1ec3 \u0111\u01b0\u1ee3c tr\u00edch xu\u1ea5t t\u1eeb \u0111\u00f3.<\/li>\n\n\n\n<li class=\"translation-block\"><strong>Qu\u1ea3n l\u00fd s\u1ef1 thay \u0111\u1ed5i:<\/strong> Chuy\u1ec3n \u0111\u1ed5i c\u00e1c \u0111\u1ed9i nh\u00f3m c\u1ee7a b\u1ea1n t\u1eeb v\u00e0 qua c\u00e1c chuy\u1ec3n ti\u1ebfp v\u01b0\u1ee3t qua m\u1ecdi s\u1ef1 ph\u1ea3n kh\u00e1ng \u0111\u1ed1i v\u1edbi c\u00f4ng ngh\u1ec7 m\u1edbi.<\/li>\n<\/ul>\n\n\n<h3 class=\"wp-block-heading\" id=\"recommended-certifications\"><strong>Ch\u1ee9ng nh\u1eadn \u0111\u01b0\u1ee3c \u0111\u1ec1 xu\u1ea5t<\/strong><\/h3>\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Ki\u1ebfn tr\u00fac s\u01b0 gi\u1ea3i ph\u00e1p \u0111\u01b0\u1ee3c ch\u1ee9ng nh\u1eadn AWS<\/strong><\/li>\n\n\n\n<li><strong>Ki\u1ebfn tr\u00fac s\u01b0 \u0111\u00e1m m\u00e2y chuy\u00ean nghi\u1ec7p t\u1ea1i Google Cloud<\/strong><\/li>\n\n\n\n<li><strong>Ch\u1ee9ng nh\u1eadn Microsoft: Chuy\u00ean gia ki\u1ebfn tr\u00fac gi\u1ea3i ph\u00e1p Azure<\/strong><\/li>\n<\/ul>\n\n\n<h3 class=\"wp-block-heading\" id=\"ethical-considerations-in-deploying-ai-and-automation-in-finops\"><strong>Nh\u1eefng c\u00e2n nh\u1eafc v\u1ec1 m\u1eb7t \u0111\u1ea1o \u0111\u1ee9c khi tri\u1ec3n khai AI v\u00e0 t\u1ef1 \u0111\u1ed9ng h\u00f3a trong FinOps<\/strong><\/h3>\n\n\n<p>S\u1ef1 tham gia c\u1ee7a AI v\u00e0o FinOps c\u00e0ng quan tr\u1ecdng th\u00ec c\u00e0ng n\u1ea3y sinh nhi\u1ec1u c\u00e2n nh\u1eafc v\u1ec1 m\u1eb7t \u0111\u1ea1o \u0111\u1ee9c. H\u1ea7u h\u1ebft c\u00e1c v\u1ea5n \u0111\u1ec1 c\u00f3 li\u00ean quan \u0111\u1ec1u li\u00ean quan \u0111\u1ebfn quy\u1ec1n ri\u00eang t\u01b0 d\u1eef li\u1ec7u, thi\u00ean v\u1ecb thu\u1eadt to\u00e1n v\u00e0 t\u00ednh minh b\u1ea1ch.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"translation-block\"><strong>B\u1ea3o m\u1eadt d\u1eef li\u1ec7u:<\/strong> H\u1ea7u h\u1ebft c\u00e1c \u1ee9ng d\u1ee5ng AI x\u1eed l\u00fd kh\u1ed1i l\u01b0\u1ee3ng th\u00f4ng tin t\u00e0i ch\u00ednh nh\u1ea1y c\u1ea3m. Ki\u1ebfn tr\u00fac \u0111i\u1ec1u h\u00e0nh n\u00ean \u0111\u1ea3m b\u1ea3o r\u1eb1ng s\u1ef1 ri\u00eang t\u01b0 nghi\u00eam ng\u1eb7t \u0111\u01b0\u1ee3c duy tr\u00ec.<\/li>\n\n\n\n<li class=\"translation-block\"><strong>Thi\u00ean v\u1ecb thu\u1eadt to\u00e1n:<\/strong> C\u00e1c thu\u1eadt to\u00e1n AI c\u00f3 th\u1ec3 v\u00f4 t\u00ecnh t\u1ea1o ra thi\u00ean v\u1ecb trong qu\u00e1 tr\u00ecnh ra quy\u1ebft \u0111\u1ecbnh. Vi\u1ec7c \u0111\u1ea3m b\u1ea3o r\u1eb1ng c\u00e1c m\u00f4 h\u00ecnh AI \u0111\u01b0\u1ee3c ki\u1ec3m to\u00e1n th\u01b0\u1eddng xuy\u00ean \u0111\u1ec3 \u0111\u1ea3m b\u1ea3o c\u00f4ng b\u1eb1ng l\u00e0 \u0111i\u1ec1u c\u1ea7n thi\u1ebft.<\/li>\n\n\n\n<li class=\"translation-block\"><strong>Minh b\u1ea1ch:<\/strong> C\u00e1c h\u1ec7 th\u1ed1ng AI \u0111\u01b0\u1ee3c coi l\u00e0 \u201ch\u1ed9p \u0111en\u201d, trong \u0111\u00f3 c\u00e1c b\u00ean li\u00ean quan r\u1ea5t kh\u00f3 hi\u1ec3u c\u00e1ch m\u00e0 c\u00e1c quy\u1ebft \u0111\u1ecbnh \u0111\u00e3 \u0111\u01b0\u1ee3c \u0111\u01b0a ra. Minh b\u1ea1ch trong c\u00e1ch th\u1ee9c ho\u1ea1t \u0111\u1ed9ng c\u1ee7a AI l\u00e0 \u0111i\u1ec1u quan tr\u1ecdng \u0111\u1ec3 t\u1ea1o d\u1ef1ng l\u00f2ng tin.<\/li>\n<\/ul>\n\n\n<h3 class=\"wp-block-heading\" id=\"building-the-conclusion-steps-to-take-forwardthe-executive-architect\"><strong>X\u00e2y d\u1ef1ng ph\u1ea7n k\u1ebft lu\u1eadn: C\u00e1c b\u01b0\u1edbc \u0111\u1ec3 ti\u1ebfn l\u00ean ph\u00eda tr\u01b0\u1edbc-Ki\u1ebfn tr\u00fac s\u01b0 \u0111i\u1ec1u h\u00e0nh<\/strong><\/h3>\n\n\n<p>T\u1eadn d\u1ee5ng AI v\u00e0 t\u1ef1 \u0111\u1ed9ng h\u00f3a, c\u00e1c ki\u1ebfn tr\u00fac s\u01b0 \u0111i\u1ec1u h\u00e0nh trong FinOps c\u00f3 th\u1ec3 hi\u1ec7n th\u1ef1c h\u00f3a nh\u1eefng \u0111i\u1ec1u sau theo nh\u1eefng c\u00e1ch c\u1ee5 th\u1ec3:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li class=\"translation-block\"><strong>B\u1eaft \u0111\u1ea7u nh\u1ecf, m\u1edf r\u1ed9ng d\u1ea7n d\u1ea7n:<\/strong> B\u1eaft \u0111\u1ea7u b\u1eb1ng c\u00e1ch t\u1ef1 \u0111\u1ed9ng h\u00f3a m\u1ed9t ho\u1eb7c hai quy tr\u00ecnh FinOps, ch\u1eb3ng h\u1ea1n nh\u01b0 t\u00edch h\u1ee3p d\u1eef li\u1ec7u ho\u1eb7c b\u00e1o c\u00e1o, v\u00e0 m\u1edf r\u1ed9ng khi \u0111\u1ed9i ng\u0169 c\u1ee7a b\u1ea1n c\u1ea3m th\u1ea5y t\u1ef1 tin.<\/li>\n\n\n\n<li class=\"translation-block\"><strong>\u0110\u00e0o t\u1ea1o l\u00e0 ch\u00eca kh\u00f3a:<\/strong> Trang b\u1ecb cho c\u00e1c \u0111\u1ed9i ng\u0169 nh\u1eefng k\u1ef9 n\u0103ng li\u00ean quan v\u1ec1 c\u00e1ch s\u1eed d\u1ee5ng c\u00f4ng c\u1ee5 AI bao g\u1ed3m vi\u1ec7c \u0111\u1ea7u t\u01b0 v\u00e0o \u0111\u00e0o t\u1ea1o chuy\u00ean m\u00f4n v\u00e0 ch\u1ee9ng nh\u1eadn.<\/li>\n\n\n\n<li class=\"translation-block\"><strong>H\u1ee3p t\u00e1c gi\u1eefa c\u00e1c ph\u00f2ng ban:<\/strong> Tham gia h\u1ee3p t\u00e1c v\u1edbi c\u00e1c ph\u00f2ng ban IT, t\u00e0i ch\u00ednh v\u00e0 v\u1eadn h\u00e0nh b\u1eb1ng c\u00e1ch \u0111\u1ea3m b\u1ea3o s\u1ef1 th\u1ed1ng nh\u1ea5t v\u1ec1 m\u1ee5c ti\u00eau v\u00e0 chi\u1ebfn l\u01b0\u1ee3c.<\/li>\n\n\n\n<li class=\"translation-block\"><strong>Gi\u00e1m s\u00e1t v\u00e0 \u0110i\u1ec1u ch\u1ec9nh:<\/strong> AI v\u00e0 t\u1ef1 \u0111\u1ed9ng h\u00f3a kh\u00f4ng ph\u1ea3i l\u00e0 gi\u1ea3i ph\u00e1p c\u00e0i \u0111\u1eb7t m\u1ed9t l\u1ea7n v\u00e0 qu\u00ean \u0111i. H\u00e3y gi\u00e1m s\u00e1t li\u00ean t\u1ee5c hi\u1ec7u su\u1ea5t v\u00e0 \u0111i\u1ec1u ch\u1ec9nh \u0111\u1ec3 t\u1ed1i \u01b0u h\u00f3a k\u1ebft qu\u1ea3.<\/li>\n<\/ul>\n\n\n\n<p>Do \u0111\u00f3, vi\u1ec7c c\u00e1c ki\u1ebfn tr\u00fac s\u01b0 \u0111i\u1ec1u h\u00e0nh c\u00f3 nhi\u1ec1u c\u01a1 h\u1ed9i h\u01a1n \u0111\u1ec3 \u00e1p d\u1ee5ng AI v\u00e0 t\u1ef1 \u0111\u1ed9ng h\u00f3a, th\u00fac \u0111\u1ea9y \u0111\u1ed5i m\u1edbi v\u00e0 hi\u1ec7u qu\u1ea3 t\u00e0i ch\u00ednh h\u01a1n n\u1eefa tr\u00ean kh\u1eafp c\u00e1c t\u1ed5 ch\u1ee9c v\u1edbi FinOps h\u1ee3p l\u00fd l\u00e0 \u0111i\u1ec1u kh\u00e1 h\u1ee3p l\u00fd.<\/p>","protected":false},"excerpt":{"rendered":"<p>C\u00e1c t\u1ed5 ch\u1ee9c k\u1ef9 thu\u1eadt s\u1ed1 ng\u00e0y c\u00e0ng ph\u1ee5 thu\u1ed9c v\u00e0o \u0111\u00e1m m\u00e2y trong k\u1ef7 nguy\u00ean th\u00f4ng tin ng\u00e0y nay. FinOps mang l\u1ea1i nhi\u1ec1u hi\u1ec7u qu\u1ea3, \u0111\u1ed9 ch\u00ednh x\u00e1c v\u00e0 chi\u1ec1u s\u00e2u cho c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng \u0111\u00e1m m\u00e2y, n\u01a1i m\u00e0 c\u1ea3 \u0111\u1ed9ng l\u1ef1c t\u00e0i ch\u00ednh v\u00e0 c\u00f4ng ngh\u1ec7 \u0111\u1ec1u \u0111\u00f2i h\u1ecfi ki\u1ebfn th\u1ee9c to\u00e0n di\u1ec7n.\u2026 <a class=\"more-link\" href=\"https:\/\/securitybriefing.net\/vi\/tri-tue-nhan-tao\/cach-tiep-can-cua-kien-truc-su-dieu-hanh-voi-finops-lam-the-nao-ai-va-tu-dong-hoa-giup-hop-ly-hoa-quan-ly-du-lieu\/\">Ti\u1ebfp t\u1ee5c \u0111\u1ecdc <span class=\"screen-reader-text\">C\u00e1ch ti\u1ebfp c\u1eadn c\u1ee7a m\u1ed9t ki\u1ebfn tr\u00fac s\u01b0 \u0111i\u1ec1u h\u00e0nh \u0111\u1ed1i v\u1edbi FinOps: AI v\u00e0 t\u1ef1 \u0111\u1ed9ng h\u00f3a h\u1ee3p l\u00fd h\u00f3a qu\u1ea3n l\u00fd d\u1eef li\u1ec7u nh\u01b0 th\u1ebf n\u00e0o<\/span><\/a><\/p>","protected":false},"author":3,"featured_media":2805,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[9],"tags":[],"class_list":["post-2803","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai","entry"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v26.8 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>An Executive Architect\u2019s Approach to FinOps: How AI and Automation Streamline Data Management | Security Briefing<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/securitybriefing.net\/vi\/tri-tue-nhan-tao\/cach-tiep-can-cua-kien-truc-su-dieu-hanh-voi-finops-lam-the-nao-ai-va-tu-dong-hoa-giup-hop-ly-hoa-quan-ly-du-lieu\/\" \/>\n<meta property=\"og:locale\" content=\"vi_VN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"An Executive Architect\u2019s Approach to FinOps: How AI and Automation Streamline Data Management | Security Briefing\" \/>\n<meta property=\"og:description\" content=\"Digital organizations are increasingly cloud-dependent in today&#8217;s information era. 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