{"id":6277,"date":"2020-02-20T14:57:17","date_gmt":"2020-02-20T07:57:17","guid":{"rendered":"http:\/\/gcloudvn.wam.vn\/xay-dung-duong-ong-du-lieu-bao-mat-hon-voi-cloud-data-fusion\/"},"modified":"2023-07-14T10:37:00","modified_gmt":"2023-07-14T03:37:00","slug":"xay-dung-duong-ong-du-lieu-bao-mat-hon-voi-cloud-data-fusion","status":"publish","type":"post","link":"https:\/\/gcloudvn.com\/en\/kienthuc\/xay-dung-duong-ong-du-lieu-bao-mat-hon-voi-cloud-data-fusion\/","title":{"rendered":"Build a more secure data pipeline with Cloud Data Fusion"},"content":{"rendered":"<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">\u0110\u1ed1i v\u1edbi nh\u1eefng ng\u01b0\u1eddi \u0111ang l\u00e0m vi\u1ec7c trong m\u1ea3ng ph\u00e2n t\u00edch d\u1eef li\u1ec7u, ETL v\u00e0 c\u00e1c \u0111\u01b0\u1eddng \u1ed1ng ETL l\u00e0 m\u1ed9t ph\u1ea7n quan tr\u1ecdng trong n\u1ec1n t\u1ea3ng d\u1eef li\u1ec7u c\u1ee7a b\u1ea1n. Cloud Data Fusion l\u00e0 m\u1ed9t d\u1ecbch v\u1ee5 t\u00edch h\u1ee3p d\u1eef li\u1ec7u \u0111\u00e3 \u0111\u01b0\u1ee3c v\u1eadn h\u00e0nh s\u1eb5n c\u1ee7a ch\u00fang t\u00f4i gi\u00fap cho vi\u1ec7c nhanh ch\u00f3ng x\u00e2y d\u1ef1ng v\u00e0 qu\u1ea3n l\u00fd c\u00e1c \u0111\u01b0\u1eddng \u1ed1ng d\u1eef li\u1ec7u.\u00a0<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">Cloud Data Fusion \u0111\u01b0\u1ee3c x\u00e2y d\u1ef1ng tr\u00ean <\/span><span style=\"font-weight: 400;\">d\u1ef1 \u00e1n ngu\u1ed3n m\u1edf CDAP<\/span><span style=\"font-weight: 400;\"> v\u00e0 l\u00f5i m\u1edf n\u00e0y cho ph\u00e9p b\u1ea1n x\u00e2y d\u1ef1ng c\u00e1c \u0111\u01b0\u1eddng \u1ed1ng d\u1eef li\u1ec7u c\u00f3 t\u00ednh di \u0111\u1ed9ng. M\u1ed9t m\u00e1y ch\u1ee7 CDAP c\u00f3 th\u1ec3 \u0111\u00e1p \u1ee9ng nhu c\u1ea7u c\u1ee7a b\u1ea1n \u0111\u1ec3 ch\u1ea1y m\u1ed9t v\u00e0i \u0111\u01b0\u1eddng \u1ed1ng d\u1eef li\u1ec7u \u0111\u01a1n gi\u1ea3n. Nh\u01b0ng khi n\u00f3i \u0111\u1ebfn vi\u1ec7c \u0111\u1ea3m b\u1ea3o m\u1ed9t s\u1ed1 l\u01b0\u1ee3ng l\u1edbn h\u01a1n c\u00e1c \u0111\u01b0\u1eddng \u1ed1ng d\u1eef li\u1ec7u quan tr\u1ecdng cho doanh nghi\u1ec7p b\u1ea1n s\u1ebd c\u1ea7n ph\u1ea3i n\u1ed7 l\u1ef1c nhi\u1ec1u h\u01a1n \u0111\u1ec3 ghi nh\u1eadt k\u00fd v\u00e0 gi\u00e1m s\u00e1t c\u00e1c \u0111\u01b0\u1eddng \u1ed1ng \u0111\u00f3. B\u1ea1n c\u0169ng s\u1ebd c\u1ea7n qu\u1ea3n l\u00fd x\u00e1c th\u1ef1c v\u00e0 \u1ee7y quy\u1ec1n \u0111\u1ec3 b\u1ea3o v\u1ec7 d\u1eef li\u1ec7u \u0111\u00f3 khi b\u1ea1n c\u00f3 nhi\u1ec1u m\u00e1y ch\u1ee7 \u0111\u1ec3 ch\u1ea1y nhi\u1ec1u kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c cho nhi\u1ec1u nh\u00f3m v\u00e0 m\u00f4i tr\u01b0\u1eddng. C\u00e1c d\u1ecbch v\u1ee5 b\u1ed5 sung n\u00e0y c\u00f3 th\u1ec3 \u0111\u00f2i h\u1ecfi nhi\u1ec1u n\u1ed7 l\u1ef1c b\u1ea3o tr\u00ec t\u1eeb nh\u00f3m v\u1eadn h\u00e0nh c\u1ee7a b\u1ea1n v\u00e0 m\u1ea5t nhi\u1ec1u th\u1eddi gian \u0111\u1ec3 ph\u00e1t tri\u1ec3n. M\u1ee5c ti\u00eau l\u00e0 \u0111\u1ec3 ch\u1ea1y c\u00e1c \u0111\u01b0\u1eddng \u1ed1ng, kh\u00f4ng ghi nh\u1eadt k\u00fd, gi\u00e1m s\u00e1t ho\u1eb7c d\u1ecbch v\u1ee5 qu\u1ea3n l\u00fd truy c\u1eadp v\u00e0 nh\u1eadn d\u1ea1ng (IAM).<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">Google \u0111\u00e3 thi\u1ebft k\u1ebf Cloud Data Fusion \u0111\u1ec3 lo ph\u1ea7n l\u1edbn c\u00f4ng vi\u1ec7c n\u00e0y cho b\u1ea1n. V\u00e0 v\u00ec n\u00f3 l\u00e0 m\u1ed9t ph\u1ea7n c\u1ee7a Google Cloud, b\u1ea1n c\u00f3 th\u1ec3 t\u1eadn d\u1ee5ng c\u00e1c l\u1ee3i \u00edch b\u1ea3o m\u1eadt t\u00edch h\u1ee3p khi s\u1eed d\u1ee5ng Cloud Data Fusion thay v\u00ec c\u00e1c m\u00e1y ch\u1ee7 CDAP t\u1ef1 qu\u1ea3n l\u00fd:<\/span><\/p>\n<ul style=\"text-align: justify;\">\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">B\u1ed9 ki\u1ec3m so\u00e1t b\u1ea3o m\u1eadt d\u00e0nh cho \u0111\u00e1m m\u00e2y v\u1edbi Cloud IAM\u2014C\u00e1c n\u1ed7 l\u1ef1c x\u00e1c th\u1ef1c v\u00e0 qu\u1ea3n l\u00fd danh t\u00ednh \u0111\u01b0\u1ee3c Cloud Identity ch\u1ecbu tr\u00e1ch nhi\u1ec7m<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Kh\u1ea3 n\u0103ng quan s\u00e1t \u0111\u1ea7y \u0111\u1ee7 v\u1edbi Stackdriver Logging v\u00e0 Monitoring &#8211; C\u00e1c nh\u1eadt k\u00fd s\u1ebd bao g\u1ed3m nh\u1eadt k\u00fd \u0111\u01b0\u1eddng \u1ed1ng v\u00e0 nh\u1eadt k\u00fd ki\u1ec3m to\u00e1n<\/span><\/li>\n<li style=\"font-weight: 400;\"><span style=\"font-weight: 400;\">Gi\u1ea3m ti\u1ebfp x\u00fac v\u1edbi internet c\u00f4ng c\u1ed9ng v\u1edbi m\u1ea1ng ri\u00eang<\/span><\/li>\n<\/ul>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">H\u00e3y nh\u00ecn v\u00e0o nh\u1eefng chi ti\u1ebft v\u1ec1 t\u00ednh n\u0103ng d\u01b0\u1edbi \u0111\u00e2y.<\/span><\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_80 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewbox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewbox=\"0 0 24 24\" version=\"1.2\" baseprofile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/gcloudvn.com\/en\/kienthuc\/xay-dung-duong-ong-du-lieu-bao-mat-hon-voi-cloud-data-fusion\/#Kiem_soat_truy_cap_voi_Cloud_IAM\" >Ki\u1ec3m so\u00e1t truy c\u1eadp v\u1edbi Cloud IAM\u00a0<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/gcloudvn.com\/en\/kienthuc\/xay-dung-duong-ong-du-lieu-bao-mat-hon-voi-cloud-data-fusion\/#Private_IP_instance\" >Private IP instance<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/gcloudvn.com\/en\/kienthuc\/xay-dung-duong-ong-du-lieu-bao-mat-hon-voi-cloud-data-fusion\/#VPC_Service_Controls\" >VPC Service Controls<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/gcloudvn.com\/en\/kienthuc\/xay-dung-duong-ong-du-lieu-bao-mat-hon-voi-cloud-data-fusion\/#Stackdriver_Logging\" >Stackdriver Logging<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/gcloudvn.com\/en\/kienthuc\/xay-dung-duong-ong-du-lieu-bao-mat-hon-voi-cloud-data-fusion\/#Pipeline_logs\" >Pipeline logs<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/gcloudvn.com\/en\/kienthuc\/xay-dung-duong-ong-du-lieu-bao-mat-hon-voi-cloud-data-fusion\/#Admin_activity_audit_logs\" >Admin activity audit logs<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/gcloudvn.com\/en\/kienthuc\/xay-dung-duong-ong-du-lieu-bao-mat-hon-voi-cloud-data-fusion\/#Data_access_audit_logs\" >Data access audit logs<\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n<h2 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"Kiem_soat_truy_cap_voi_Cloud_IAM\"><\/span><strong>Ki\u1ec3m so\u00e1t truy c\u1eadp v\u1edbi Cloud IAM\u00a0<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: justify;\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-15494 size-full\" src=\"https:\/\/gcloudvn.com\/wp-content\/uploads\/2020\/02\/least-privilege-cloud-functions-blog-hero.max-600x600.png\" alt=\"Cloud Data Fusion IAM\" width=\"600\" height=\"250\" \/><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">L\u00fd do s\u1ed1 m\u1ed9t \u0111\u1ec3 s\u1eed d\u1ee5ng Cloud Data Fusion thay cho c\u00e1c m\u00e1y ch\u1ee7 CDAP t\u1ef1 qu\u1ea3n l\u00fd l\u00e0 n\u00f3 t\u00edch h\u1ee3p ho\u00e0n to\u00e0n v\u1edbi <\/span><span style=\"font-weight: 400;\">Cloud IAM<\/span><span style=\"font-weight: 400;\">. \u0110i\u1ec1u n\u00e0y cho ph\u00e9p b\u1ea1n ki\u1ec3m so\u00e1t quy\u1ec1n truy c\u1eadp v\u00e0o c\u00e1c t\u00e0i nguy\u00ean Cloud Data Fusion c\u1ee7a m\u00ecnh. V\u1edbi Cloud IAM, Cloud Data Fusion c\u00f3 th\u1ec3 d\u1ec5 d\u00e0ng t\u00edch h\u1ee3p v\u1edbi c\u00e1c d\u1ecbch v\u1ee5 <a href=\"https:\/\/gcloudvn.com\/en\/google-cloud-platform\/\">Cloud Google<\/a> kh\u00e1c. B\u1ea1n c\u0169ng c\u00f3 th\u1ec3 s\u1eed d\u1ee5ng Cloud Identity \u0111\u1ec3 qu\u1ea3n l\u00fd v\u00e0 x\u00e1c th\u1ef1c ng\u01b0\u1eddi d\u00f9ng v\u00e0 nh\u00f3m [ch\u1eb3ng h\u1ea1n nh\u01b0 x\u00e1c th\u1ef1c \u0111a y\u1ebfu t\u1ed1 (MFA)], thay v\u00ec t\u1ef1 tri\u1ec3n khai cho ri\u00eang b\u1ea1n.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">C\u00f3 hai vai tr\u00f2 \u0111\u01b0\u1ee3c x\u00e1c \u0111\u1ecbnh tr\u01b0\u1edbc trong Cloud Data Fusion: qu\u1ea3n tr\u1ecb vi\u00ean v\u00e0 ng\u01b0\u1eddi xem. Nh\u01b0 m\u1ed9t th\u1ef1c ti\u1ec5n c\u1ee7a nguy\u00ean t\u1eafc IAM v\u1ec1 \u0111\u1eb7c quy\u1ec1n t\u1ed1i thi\u1ec3u, vai tr\u00f2 qu\u1ea3n tr\u1ecb vi\u00ean ch\u1ec9 n\u00ean \u0111\u01b0\u1ee3c g\u00e1n cho nh\u1eefng ng\u01b0\u1eddi d\u00f9ng c\u1ea7n quy\u1ec1n qu\u1ea3n l\u00fd (t\u1ea1o v\u00e0 x\u00f3a) c\u00e1c ti\u1ebfn tr\u00ecnh. Vai tr\u00f2 ng\u01b0\u1eddi xem n\u00ean \u0111\u01b0\u1ee3c ch\u1ec9 \u0111\u1ecbnh cho ng\u01b0\u1eddi d\u00f9ng ch\u1ec9 c\u1ea7n truy c\u1eadp c\u00e1c ti\u1ebfn tr\u00ecnh m\u00e0 kh\u00f4ng qu\u1ea3n l\u00fd ch\u00fang. C\u1ea3 hai vai tr\u00f2 \u0111\u1ec1u c\u00f3 th\u1ec3 truy c\u1eadp giao di\u1ec7n ng\u01b0\u1eddi d\u00f9ng Cloud Data Fusion tr\u00ean web \u0111\u1ec3 t\u1ea1o c\u00e1c \u0111\u01b0\u1eddng \u1ed1ng v\u00e0 ph\u1ea7n ph\u1ee5 tr\u1ee3.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">G\u00e1n c\u00e1c vai tr\u00f2 v\u00e0 quy\u1ec1n cho c\u00e1c nh\u00f3m v\u1edbi ng\u01b0\u1eddi d\u00f9ng thay v\u00ec g\u00e1n tr\u1ef1c ti\u1ebfp cho ng\u01b0\u1eddi d\u00f9ng b\u1ea5t c\u1ee9 khi n\u00e0o c\u00f3 th\u1ec3. \u0110i\u1ec1u n\u00e0y gi\u00fap b\u1ea1n ki\u1ec3m so\u00e1t truy c\u1eadp ng\u01b0\u1eddi d\u00f9ng v\u00e0o c\u00e1c t\u00e0i nguy\u00ean Cloud Data Fusion theo c\u00e1ch c\u00f3 t\u1ed5 ch\u1ee9c h\u01a1n, \u0111\u1eb7c bi\u1ec7t l\u00e0 khi b\u1ea1n th\u01b0\u1eddng ph\u1ea3i li\u00ean t\u1ee5c g\u00e1n quy\u1ec1n cho c\u00e1c nh\u00f3m tr\u00ean nhi\u1ec1u d\u1ef1 \u00e1n.<\/span><\/p>\n<p style=\"text-align: justify;\"><a href=\"https:\/\/cloud.google.com\/data-fusion\/docs\/access-control\" target=\"_blank\" rel=\"nofollow noopener\"><span style=\"font-weight: 400;\">\u0110\u1ecdc th\u00eam v\u1ec1 <\/span><span style=\"font-weight: 400;\">hai vai tr\u00f2 Cloud Data Fusion<\/span><span style=\"font-weight: 400;\"> v\u00e0 c\u00e1c quy\u1ec1n t\u01b0\u01a1ng \u1ee9ng c\u1ee7a h\u1ecd.<\/span><\/a><\/p>\n<h2 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"Private_IP_instance\"><\/span><strong>Private IP instance<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">Ti\u1ebfn tr\u00ecnh IP ri\u00eang t\u01b0 c\u1ee7a Cloud Data Fusion k\u1ebft n\u1ed1i ri\u00eang v\u1edbi m\u1ea1ng ri\u00eang \u1ea3o \u0111\u00e1m m\u00e2y (VPC) c\u1ee7a b\u1ea1n. L\u01b0u l\u01b0\u1ee3ng truy c\u1eadp qua m\u1ea1ng n\u00e0y kh\u00f4ng \u0111i qua internet c\u00f4ng c\u1ed9ng v\u00e0 do \u0111\u00f3 l\u00e0m gi\u1ea3m b\u1ec1 m\u1eb7t t\u1ea5n c\u00f4ng ti\u1ec1m n\u0103ng. B\u1ea1n c\u00f3 th\u1ec3 t\u00ecm hi\u1ec3u th\u00eam v\u1ec1 vi\u1ec7c <\/span><a href=\"https:\/\/cloud.google.com\/data-fusion\/docs\/how-to\/create-private-ip\" target=\"_blank\" rel=\"nofollow noopener\"><span style=\"font-weight: 400;\">thi\u1ebft l\u1eadp IP ri\u00eang t\u01b0 cho Cloud Data Fusion<\/span><\/a><span style=\"font-weight: 400;\">.<\/span><\/p>\n<h2 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"VPC_Service_Controls\"><\/span><strong>VPC Service Controls<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">Ch\u00fang t\u00f4i c\u0169ng c\u00f4ng b\u1ed1 v\u1ec1 vi\u1ec7c h\u1ed7 tr\u1ee3 b\u1ea3n beta VPC Service Controls cho Cloud Data Fusion. Gi\u1edd \u0111\u00e2y, b\u1ea1n c\u00f3 th\u1ec3 ng\u0103n ch\u1eb7n vi\u1ec7c r\u00f2 r\u1ec9 d\u1eef li\u1ec7u b\u1eb1ng c\u00e1ch th\u00eam m\u1ed9t ti\u1ebfn tr\u00ecnh Cloud Data Fusion v\u00e0o trong v\u00f9ng c\u00e1ch ly d\u1ecbch v\u1ee5 c\u1ee7a b\u1ea1n. Khi \u0111\u01b0\u1ee3c c\u1ea5u h\u00ecnh v\u1edbi VPC-SC, m\u1ecdi \u0111\u01b0\u1eddng \u1ed1ng \u0111\u1ecdc d\u1eef li\u1ec7u t\u1eeb trong v\u00f9ng c\u00e1ch ly n\u00e0y s\u1ebd th\u1ea5t b\u1ea1i n\u1ebfu n\u00f3 c\u1ed1 ghi d\u1eef li\u1ec7u v\u01b0\u1ee3t ra ngo\u00e0i v\u00f9ng c\u00e1ch ly n\u00e0y.<\/span><\/p>\n<p style=\"text-align: justify;\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-15492\" src=\"https:\/\/gcloudvn.com\/wp-content\/uploads\/2020\/02\/stackdriver-logging-hero-1024x538.png\" alt=\"X\u00e2y d\u1ef1ng \u0111\u01b0\u1eddng \u1ed1ng d\u1eef li\u1ec7u b\u1ea3o m\u1eadt h\u01a1n v\u1edbi Cloud Data Fusion 1\" width=\"712\" height=\"374\" \/><\/p>\n<h2 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"Stackdriver_Logging\"><\/span><strong>Stackdriver Logging<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">Stackdriver Logging a<\/span><span style=\"font-weight: 400;\">n<\/span><span style=\"font-weight: 400;\">d Monitoring<\/span><span style=\"font-weight: 400;\"> m\u1eb7c \u0111\u1ecbnh b\u1ecb v\u00f4 hi\u1ec7u h\u00f3a trong Cloud Data Fusion, nh\u01b0ng ch\u00fang t\u00f4i khuy\u00ean b\u1ea1n n\u00ean k\u00edch ho\u1ea1t c\u00e1c c\u00f4ng c\u1ee5 n\u00e0y \u0111\u1ec3 c\u00f3 th\u1ec3 gi\u00e1m s\u00e1t.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">V\u1edbi th\u00f4ng tin b\u1ed5 sung \u0111\u01b0\u1ee3c cung c\u1ea5p b\u1edfi nh\u1eadt k\u00fd v\u00e0 s\u1ed1 li\u1ec7u, b\u1ea1n kh\u00f4ng nh\u1eefng c\u00f3 th\u1ec3 \u0111i\u1ec1u tra v\u00e0 \u1ee9ng ph\u00f3 v\u1edbi c\u00e1c s\u1ef1 c\u1ed1 nhanh h\u01a1n m\u00e0 c\u00f2n hi\u1ec3u c\u00e1ch qu\u1ea3n l\u00fd c\u01a1 s\u1edf h\u1ea1 t\u1ea7ng c\u1ee5 th\u1ec3 v\u00e0 kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c hi\u1ec7u qu\u1ea3 h\u01a1n trong th\u1eddi gian d\u00e0i. C\u00f3 m\u1ed9t lo\u1ea1t c\u00e1c nh\u1eadt k\u00fd c\u00f3 th\u1ec3 gi\u00fap b\u1ea1n ch\u1ea1y c\u00e1c \u0111\u01b0\u1eddng \u1ed1ng Cloud Data Fusion t\u1ed1t h\u01a1n.<\/span><\/p>\n<h3 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"Pipeline_logs\"><\/span><strong>Pipeline logs<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">Ch\u00fang \u0111\u01b0\u1ee3c t\u1ea1o b\u1edfi c\u00e1c \u0111\u01b0\u1eddng \u1ed1ng c\u1ee7a b\u1ea1n trong Cloud Data Fusion. Ch\u00fang r\u1ea5t h\u1eefu \u00edch \u0111\u1ec3 hi\u1ec3u v\u00e0 kh\u1eafc ph\u1ee5c c\u00e1c s\u1ef1 c\u1ed1 \u0111\u01b0\u1eddng \u1ed1ng Cloud Data Fusion c\u1ee7a b\u1ea1n. B\u1ea1n c\u00f3 th\u1ec3 t\u00ecm th\u1ea5y c\u00e1c nh\u1eadt k\u00fd n\u00e0y trong Giao di\u1ec7n ng\u01b0\u1eddi d\u00f9ng c\u1ee7a Cloud Data Fusion c\u0169ng nh\u01b0 trong nh\u1eadt k\u00fd Stackdriver c\u1ee7a c\u1ee5m Dataproc \u0111ang th\u1ef1c thi c\u00e1c \u0111\u01b0\u1eddng \u1ed1ng.<\/span><\/p>\n<h3 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"Admin_activity_audit_logs\"><\/span><strong>Admin activity audit logs<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">C\u00e1c nh\u1eadt k\u00fd n\u00e0y ghi l\u1ea1i c\u00e1c ho\u1ea1t \u0111\u1ed9ng s\u1eeda \u0111\u1ed5i c\u1ea5u h\u00ecnh ho\u1eb7c metadata t\u00e0i nguy\u00ean c\u1ee7a b\u1ea1n. Admin activity audit logs \u0111\u01b0\u1ee3c k\u00edch ho\u1ea1t m\u1eb7c \u0111\u1ecbnh v\u00e0 kh\u00f4ng th\u1ec3 b\u1ecb t\u1eaft.<\/span><\/p>\n<h3 style=\"text-align: justify;\"><span class=\"ez-toc-section\" id=\"Data_access_audit_logs\"><\/span><strong>Data access audit logs<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">Data access audit logs ch\u1ee9a c\u00e1c l\u1ec7nh g\u1ecdi API \u0111\u1ecdc c\u1ea5u h\u00ecnh ho\u1eb7c metadata c\u1ee7a t\u00e0i nguy\u00ean c\u0169ng nh\u01b0 c\u00e1c l\u1ec7nh g\u1ecdi API do ng\u01b0\u1eddi d\u00f9ng \u0111i\u1ec1u khi\u1ec3n \u0111\u1ec3 t\u1ea1o, s\u1eeda \u0111\u1ed5i ho\u1eb7c \u0111\u1ecdc d\u1eef li\u1ec7u t\u00e0i nguy\u00ean do ng\u01b0\u1eddi d\u00f9ng cung c\u1ea5p.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">Admin activity audit logs v\u00e0 Data access audit logs r\u1ea5t h\u1eefu \u00edch \u0111\u1ec3 theo d\u00f5i nh\u1eefng ng\u01b0\u1eddi \u0111\u00e3 truy c\u1eadp ho\u1eb7c th\u1ef1c hi\u1ec7n c\u00e1c thay \u0111\u1ed5i \u0111\u1ed1i v\u1edbi t\u00e0i nguy\u00ean Cloud Data Fusion c\u1ee7a b\u1ea1n. Trong tr\u01b0\u1eddng h\u1ee3p c\u00f3 b\u1ea5t k\u1ef3 ho\u1ea1t \u0111\u1ed9ng \u0111\u00e1ng ng\u1edd n\u00e0o, qu\u1ea3n tr\u1ecb vi\u00ean b\u1ea3o m\u1eadt s\u1ebd c\u00f3 th\u1ec3 t\u00ecm v\u00e0 theo d\u00f5i ng\u01b0\u1eddi d\u00f9ng nghi ng\u1edd n\u00e0y trong <\/span><span style=\"font-weight: 400;\">nh\u1eadt k\u00fd ki\u1ec3m to\u00e1n<\/span><span style=\"font-weight: 400;\">.<\/span><\/p>\n<p style=\"text-align: justify;\"><span style=\"font-weight: 400;\">C\u00e1c t\u00ednh n\u0103ng Google Cloud n\u00e0y c\u00f3 th\u1ec3 cung c\u1ea5p cho b\u1ea1n quy\u1ec1n ki\u1ec3m so\u00e1t b\u1ed5 sung v\u00e0 kh\u1ea3 n\u0103ng hi\u1ec3n th\u1ecb v\u00e0o c\u00e1c \u0111\u01b0\u1eddng \u1ed1ng Cloud Data Fusion c\u1ee7a b\u1ea1n. Cloud IAM gi\u00fap b\u1ea1n ki\u1ec3m so\u00e1t ai c\u00f3 th\u1ec3 truy c\u1eadp t\u00e0i nguy\u00ean Cloud Data Fusion c\u1ee7a b\u1ea1n; ti\u1ebfn tr\u00ecnh ri\u00eang t\u01b0 s\u1ebd gi\u1ea3m thi\u1ec3u ti\u1ebfp x\u00fac v\u1edbi internet c\u00f4ng c\u1ed9ng; v\u00e0 Stackdriver Logging and Monitoring cung c\u1ea5p th\u00f4ng tin v\u1ec1 kh\u1ed1i l\u01b0\u1ee3ng c\u00f4ng vi\u1ec7c c\u1ee7a b\u1ea1n, thay \u0111\u1ed5i quy\u1ec1n v\u00e0 quy\u1ec1n truy c\u1eadp v\u00e0o t\u00e0i nguy\u00ean c\u1ee7a b\u1ea1n. C\u00f9ng nhau, h\u1ecd t\u1ea1o ra m\u1ed9t gi\u1ea3i ph\u00e1p an to\u00e0n h\u01a1n cho \u0111\u01b0\u1eddng \u1ed1ng truy\u1ec1n d\u1eef li\u1ec7u c\u1ee7a b\u1ea1n tr\u00ean Google Cloud.<\/span><\/p>\n<p style=\"text-align: right;\"><strong>Source: <a href=\"https:\/\/gcloudvn.com\/en\/\">Gimasys<\/a><\/strong><\/p>","protected":false},"excerpt":{"rendered":"<p>\u0110\u1ed1i v\u1edbi nh\u1eefng ng\u01b0\u1eddi \u0111ang l\u00e0m vi\u1ec7c trong m\u1ea3ng ph\u00e2n t\u00edch d\u1eef li\u1ec7u, ETL v\u00e0 c\u00e1c \u0111\u01b0\u1eddng \u1ed1ng ETL l\u00e0 m\u1ed9t ph\u1ea7n quan tr\u1ecdng trong n\u1ec1n t\u1ea3ng d\u1eef li\u1ec7u c\u1ee7a b\u1ea1n. Cloud Data Fusion l\u00e0 m\u1ed9t d\u1ecbch v\u1ee5 t\u00edch h\u1ee3p&hellip;<\/p>","protected":false},"author":1,"featured_media":6278,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":""},"categories":[1,135],"tags":[],"class_list":["post-6277","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-kienthuc","category-google-cloud-platform","entry","has-media"],"_links":{"self":[{"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/posts\/6277","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/comments?post=6277"}],"version-history":[{"count":0,"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/posts\/6277\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/media\/6278"}],"wp:attachment":[{"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/media?parent=6277"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/categories?post=6277"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/gcloudvn.com\/en\/wp-json\/wp\/v2\/tags?post=6277"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}