{"id":6645,"date":"2025-12-15T14:59:40","date_gmt":"2025-12-15T06:59:40","guid":{"rendered":"https:\/\/nullthought.net\/?p=6645"},"modified":"2025-12-15T15:07:34","modified_gmt":"2025-12-15T07:07:34","slug":"%e6%b5%85%e8%b0%88%e6%95%b0%e6%8d%ae%e6%b2%bb%e7%90%86%ef%bc%88data-governance%ef%bc%89","status":"publish","type":"post","link":"https:\/\/nullthought.net\/?p=6645","title":{"rendered":"\u6d45\u8c08\u6570\u636e\u6cbb\u7406\uff08Data Governance\uff09"},"content":{"rendered":"\n<h4 class=\"wp-block-heading\">\u4e00\u3001\u6570\u636e\u6cbb\u7406\u5230\u5e95\u662f\u4ec0\u4e48<\/h4>\n\n\n\n<p><strong>\u6570\u636e\u6cbb\u7406\uff08Data Governance\uff09<\/strong>\u4e0d\u662f\u201c\u505a\u4e00\u5957\u6587\u6863\/\u5efa\u4e2a\u6570\u636e\u4ed3\u5e93\/\u4e0a\u4e2a\u6570\u636e\u5e73\u53f0\u201d\uff0c\u800c\u662f\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u4e00\u5957\u7ec4\u7ec7\u673a\u5236<\/strong>\uff1a\u660e\u786e\u201c\u8c01\u5bf9\u4ec0\u4e48\u6570\u636e\u8d1f\u8d23\u3001\u600e\u4e48\u51b3\u7b56\u3001\u600e\u4e48\u534f\u4f5c\u3001\u600e\u4e48\u8ffd\u8d23\/\u6fc0\u52b1\u201d<\/li>\n\n\n\n<li><strong>\u4e00\u5957\u5236\u5ea6\u4f53\u7cfb<\/strong>\uff1a\u6807\u51c6\u3001\u89c4\u8303\u3001\u6d41\u7a0b\uff08\u5b9a\u4e49\u3001\u53e3\u5f84\u3001\u6743\u9650\u3001\u8d28\u91cf\u3001\u53d8\u66f4\u3001\u5ba1\u8ba1\uff09<\/li>\n\n\n\n<li><strong>\u4e00\u5957\u6280\u672f\u4e0e\u8fd0\u8425\u80fd\u529b<\/strong>\uff1a\u76ee\u5f55\u3001\u8840\u7f18\uff08\u6570\u636e\u8840\u7f18\uff0cData Lineage\uff09<sup><strong><a href=\"#DataLineage\">\u6ce8<\/a><\/strong><\/sup>\u3001\u8d28\u91cf\u89c4\u5219\u3001\u4e3b\u6570\u636e\u3001\u6743\u9650\u4e0e\u5ba1\u8ba1\u3001\u6570\u636e\u670d\u52a1\u5316<\/li>\n\n\n\n<li><strong>\u4e00\u4e2a\u6301\u7eed\u8fd0\u8425\u7684\u95ed\u73af<\/strong>\uff1a\u95ee\u9898\u53d1\u73b0 \u2192 \u5206\u6d3e \u2192 \u4fee\u590d \u2192 \u590d\u76d8 \u2192 \u89c4\u5219\u56fa\u5316 \u2192 \u6307\u6807\u63d0\u5347<\/li>\n<\/ul>\n\n\n\n<p>\u4e00\u53e5\u8bdd\uff1a<strong>\u8ba9\u6570\u636e\u53d8\u6210\u201c\u53ef\u7528\u3001\u53ef\u4fe1\u3001\u53ef\u63a7\u3001\u53ef\u6301\u7eed\u201d\u7684\u8d44\u4ea7<\/strong>\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image aligncenter size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"572\" src=\"https:\/\/nullthought.net\/wp-content\/uploads\/2025\/12\/\u6570\u636e\u6cbb\u7406\uff08Data-Governance\uff09.jpg\" alt=\"\" class=\"wp-image-6646\" srcset=\"https:\/\/nullthought.net\/wp-content\/uploads\/2025\/12\/\u6570\u636e\u6cbb\u7406\uff08Data-Governance\uff09.jpg 1024w, https:\/\/nullthought.net\/wp-content\/uploads\/2025\/12\/\u6570\u636e\u6cbb\u7406\uff08Data-Governance\uff09-300x168.jpg 300w, https:\/\/nullthought.net\/wp-content\/uploads\/2025\/12\/\u6570\u636e\u6cbb\u7406\uff08Data-Governance\uff09-768x429.jpg 768w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">\u6570\u636e\u6cbb\u7406\uff08Data Governance\uff09<\/figcaption><\/figure>\n\n\n\n<h4 class=\"wp-block-heading\">\u4e8c\u3001\u6570\u636e\u6cbb\u7406\u8981\u89e3\u51b3\u54ea\u4e9b\u201c\u771f\u5b9e\u75db\u70b9\u201d<\/h4>\n\n\n\n<p>\u4f60\u53ef\u4ee5\u628a\u6cbb\u7406\u76ee\u6807\u62c6\u6210\u56db\u7c7b\uff08\u4e5f\u662f\u7edd\u5927\u591a\u6570\u4f01\u4e1a\u4e0a\u6cbb\u7406\u7684\u539f\u56e0\uff09\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u53ef\u7528\uff08Availability\uff09<\/strong><br>\u6570\u636e\u627e\u4e0d\u5230\u3001\u62ff\u4e0d\u5230\u3001\u62ff\u5230\u592a\u6162\uff1b\u8de8\u90e8\u95e8\u8981\u6570\u636e\u50cf\u201c\u8d70\u5173\u7cfb\u201d\u3002<\/li>\n\n\n\n<li><strong>\u53ef\u4fe1\uff08Trustworthiness\uff09<\/strong><br>\u6307\u6807\u53e3\u5f84\u6253\u67b6\uff08GMV\/\u8425\u6536\/\u6d3b\u8dc3\u7528\u6237\u5404\u7b97\u5404\u7684\uff09\uff1b\u62a5\u8868\u5bf9\u4e0d\u4e0a\uff1b\u9886\u5bfc\u4e0d\u4fe1\u6570\u3002<\/li>\n\n\n\n<li><strong>\u53ef\u63a7\uff08Control &amp; Compliance\uff09<\/strong><br>\u6743\u9650\u4e71\u3001\u654f\u611f\u6570\u636e\u5916\u6cc4\u98ce\u9669\u3001\u5ba1\u8ba1\u8ffd\u4e0d\u52a8\uff1b\u5408\u89c4\uff08\u9690\u79c1\/\u884c\u4e1a\u76d1\u7ba1\uff09\u538b\u529b\u5927\u3002<\/li>\n\n\n\n<li><strong>\u53ef\u589e\u503c\uff08Value\uff09<\/strong><br>\u6570\u636e\u8d44\u4ea7\u6c89\u7761\uff0c\u590d\u7528\u7387\u4f4e\uff1b\u540c\u4e00\u5957\u6570\u636e\u53cd\u590d\u91c7\u3001\u53cd\u590d\u6e05\u6d17\uff1bAI\/BI\u6210\u672c\u9ad8\u6548\u679c\u5dee\u3002<\/li>\n<\/ol>\n\n\n\n<h4 class=\"wp-block-heading\">\u4e09\u3001\u6570\u636e\u6cbb\u7406\u201c\u7ba1\u4ec0\u4e48\u201d\uff1a\u516b\u5927\u6cbb\u7406\u57df\uff08\u6700\u5e38\u7528\u89c6\u89d2\uff09<\/h4>\n\n\n\n<p>\u4f60\u53ef\u4ee5\u628a\u6570\u636e\u6cbb\u7406\u7406\u89e3\u6210\u5bf9\u4ee5\u4e0b\u516b\u5757\u7684\u7cfb\u7edf\u7ba1\u7406\uff08\u4e0d\u540c\u4f01\u4e1a\u4fa7\u91cd\u4e0d\u540c\uff09\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u6570\u636e\u6807\u51c6<\/strong>\uff1a\u547d\u540d\u3001\u5b57\u6bb5\u5b9a\u4e49\u3001\u7f16\u7801\u89c4\u5219\u3001\u65f6\u95f4\u53e3\u5f84\u3001\u5355\u4f4d\u3001\u679a\u4e3e\u503c\u7b49<\/li>\n\n\n\n<li><strong>\u6307\u6807\u4f53\u7cfb<\/strong>\uff1a\u6307\u6807\u5b9a\u4e49\u3001\u53e3\u5f84\u3001\u8ba1\u7b97\u903b\u8f91\u3001\u5f52\u5c5e\u4e0e\u7248\u672c\uff08\u201c\u6307\u6807\u5373\u4ea7\u54c1\u201d\uff09<\/li>\n\n\n\n<li><strong>\u5143\u6570\u636e\u7ba1\u7406<\/strong>\uff1a\u6570\u636e\u7684\u201c\u8bf4\u660e\u4e66\u201d\uff08\u8868\/\u5b57\u6bb5\/\u62a5\u8868\/\u63a5\u53e3\/\u8d1f\u8d23\u4eba\/\u4f7f\u7528\u573a\u666f\uff09<\/li>\n\n\n\n<li><strong>\u6570\u636e\u8d28\u91cf\uff08DQ\uff09<\/strong>\uff1a\u51c6\u786e\u6027\u3001\u5b8c\u6574\u6027\u3001\u4e00\u81f4\u6027\u3001\u53ca\u65f6\u6027\u3001\u552f\u4e00\u6027\u3001\u5408\u7406\u6027<\/li>\n\n\n\n<li><strong>\u4e3b\u6570\u636e\uff08MDM\uff09<\/strong>\uff1a\u5ba2\u6237\/\u4f9b\u5e94\u5546\/\u7269\u6599\/\u95e8\u5e97\/\u8bbe\u5907\u7b49\u201c\u5168\u5c40\u552f\u4e00\u7684\u6838\u5fc3\u5b9e\u4f53\u201d<\/li>\n\n\n\n<li><strong>\u6570\u636e\u5b89\u5168\u4e0e\u6743\u9650<\/strong>\uff1a\u5206\u7c7b\u5206\u7ea7\u3001\u6700\u5c0f\u6743\u9650\u3001\u8131\u654f\u3001\u52a0\u5bc6\u3001\u5ba1\u8ba1\u3001\u7559\u75d5<\/li>\n\n\n\n<li><strong>\u6570\u636e\u751f\u547d\u5468\u671f<\/strong>\uff1a\u4ea7\u751f\u3001\u5b58\u50a8\u3001\u4f7f\u7528\u3001\u5f52\u6863\u3001\u5220\u9664\uff08\u542b\u5408\u89c4\u4fdd\u7559\u671f\uff09<\/li>\n\n\n\n<li><strong>\u6570\u636e\u8840\u7f18\u4e0e\u5f71\u54cd\u5206\u6790<\/strong>\uff1a\u6307\u6807\/\u62a5\u8868\/\u6a21\u578b\u53d8\u66f4\u4f1a\u5f71\u54cd\u8c01\uff08\u51cf\u5c11\u201c\u6539\u4e00\u5904\u70b8\u5168\u7ad9\u201d\uff09<\/li>\n<\/ol>\n\n\n\n<h4 class=\"wp-block-heading\">\u56db\u3001\u8c01\u6765\u7ba1\uff1a\u7ec4\u7ec7\u4e0e\u89d2\u8272\uff08\u8fd9\u662f\u6210\u8d25\u5173\u952e\uff09<\/h4>\n\n\n\n<p>\u5f88\u591a\u6cbb\u7406\u5931\u8d25\uff0c\u4e0d\u662f\u6280\u672f\u4e0d\u884c\uff0c\u662f<strong>\u89d2\u8272\u4e0d\u6e05<\/strong>\u3001<strong>\u6743\u8d23\u4e0d\u5bf9\u7b49<\/strong>\u3002<\/p>\n\n\n\n<h5 class=\"wp-block-heading\">1) \u5178\u578b\u7ec4\u7ec7\u5f62\u6001<\/h5>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u6570\u636e\u6cbb\u7406\u59d4\u5458\u4f1a\uff08Data Council\uff09<\/strong>\uff1a\u8de8\u90e8\u95e8\u6700\u9ad8\u51b3\u7b56\uff08\u4e1a\u52a1 + IT + \u5b89\u5168 + \u5408\u89c4\uff09<\/li>\n\n\n\n<li><strong>CDO\/\u6570\u636e\u8d1f\u8d23\u4eba<\/strong>\uff1a\u63a8\u52a8\u3001\u534f\u8c03\u3001\u8d44\u6e90\u4e0eKPI\u5bf9\u9f50<\/li>\n\n\n\n<li><strong>\u6570\u636e\u6cbb\u7406\u529e\u516c\u5ba4\uff08DGO\uff09<\/strong>\uff1a\u5236\u5ea6\u3001\u6d41\u7a0b\u3001\u6307\u6807\u3001\u8fd0\u8425\uff08\u201c\u4e2d\u67a2\u201d\uff09<\/li>\n\n\n\n<li><strong>\u6570\u636eOwner\uff08\u6570\u636e\u6240\u6709\u8005\uff09<\/strong>\uff1a\u5bf9\u6570\u636e\u5b9a\u4e49\u4e0e\u4e1a\u52a1\u6b63\u786e\u6027\u8d1f\u8d23\uff08\u901a\u5e38\u5728\u4e1a\u52a1\u90e8\u95e8\uff09<\/li>\n\n\n\n<li><strong>\u6570\u636eSteward\uff08\u6570\u636e\u7ba1\u5bb6\uff09<\/strong>\uff1a\u65e5\u5e38\u7ef4\u62a4\u3001\u53e3\u5f84\u843d\u5730\u3001\u8d28\u91cf\u89c4\u5219\u4e0e\u95ee\u9898\u95ed\u73af<\/li>\n\n\n\n<li><strong>\u6570\u636eCustodian\uff08\u6570\u636e\u4fdd\u7ba1\u8005\uff09<\/strong>\uff1a\u5e73\u53f0\/\u6743\u9650\/\u5907\u4efd\/\u5b89\u5168\u6280\u672f\u5b9e\u73b0\uff08\u901a\u5e38IT\/\u6570\u636e\u5e73\u53f0\u56e2\u961f\uff09<\/li>\n<\/ul>\n\n\n\n<h5 class=\"wp-block-heading\">2) \u4e00\u53e5\u5f88\u597d\u7528\u7684\u5206\u5de5\u539f\u5219<\/h5>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u4e1a\u52a1\u5bf9\u201c\u542b\u4e49\u4e0e\u6b63\u786e\u6027\u201d\u8d1f\u8d23<\/strong>\uff08\u5b9a\u4e49\u3001\u53e3\u5f84\u3001\u4e3b\u6570\u636e\u89c4\u5219\uff09<\/li>\n\n\n\n<li><strong>\u6280\u672f\u5bf9\u201c\u53ef\u7528\u4e0e\u53ef\u63a7\u201d\u8d1f\u8d23<\/strong>\uff08\u5e73\u53f0\u3001\u6743\u9650\u3001\u8840\u7f18\u3001\u8d28\u91cf\u6267\u884c\u4e0e\u76d1\u63a7\uff09<\/li>\n\n\n\n<li><strong>\u6cbb\u7406\u56e2\u961f\u5bf9\u201c\u673a\u5236\u4e0e\u95ed\u73af\u201d\u8d1f\u8d23<\/strong>\uff08\u5236\u5ea6\u3001\u6d41\u7a0b\u3001\u5ea6\u91cf\u3001\u63a8\u52a8\uff09<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">\u4e94\u3001\u600e\u4e48\u7ba1\uff1a\u628a\u6cbb\u7406\u505a\u6210\u201c\u53ef\u8fd0\u884c\u7684\u64cd\u4f5c\u7cfb\u7edf\u201d<\/h4>\n\n\n\n<p>\u5efa\u8bae\u628a\u6570\u636e\u6cbb\u7406\u505a\u6210 4 \u4e2a\u95ed\u73af\u7cfb\u7edf\uff1a<\/p>\n\n\n\n<h5 class=\"wp-block-heading\">\u95ed\u73afA\uff1a\u6807\u51c6\u4e0e\u53e3\u5f84\u95ed\u73af\uff08\u201c\u8bf4\u6e05\u695a\u201d\uff09<\/h5>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4e1a\u52a1\u672f\u8bed\u8868\/\u6570\u636e\u5b57\u5178\uff08Glossary\uff09<\/li>\n\n\n\n<li>\u6307\u6807\u7ba1\u7406\uff08Metric Store \/ \u6307\u6807\u53e3\u5f84\u7248\u672c\uff09<\/li>\n\n\n\n<li>\u53d8\u66f4\u6d41\u7a0b\uff1a\u65b0\u5efa\/\u53d8\u66f4\/\u5e9f\u5f03\u5fc5\u987b\u8d70\u8bc4\u5ba1\uff08\u5f71\u54cd\u5206\u6790 + \u901a\u77e5\u673a\u5236\uff09<\/li>\n<\/ul>\n\n\n\n<p><strong>\u6838\u5fc3\u4ea7\u7269<\/strong>\uff1a\u53ef\u67e5\u8be2\u3001\u53ef\u7248\u672c\u5316\u3001\u53ef\u8ffd\u8d23\u7684\u201c\u5b9a\u4e49\u7cfb\u7edf\u201d\u3002<\/p>\n\n\n\n<h5 class=\"wp-block-heading\">\u95ed\u73afB\uff1a\u8d28\u91cf\u95ed\u73af\uff08\u201c\u76ef\u4f4f\u5b83\u201d\uff09<\/h5>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u8d28\u91cf\u89c4\u5219\u5e93\uff1a\u552f\u4e00\u6027\u3001\u8303\u56f4\u3001\u53c2\u7167\u5b8c\u6574\u6027\u3001\u6ce2\u52a8\u68c0\u6d4b\u3001\u5f02\u5e38\u9608\u503c\u7b49<\/li>\n\n\n\n<li>\u8d28\u91cf\u76d1\u63a7\uff1a\u65e5\u62a5\/\u544a\u8b66\/\u8d8b\u52bf<\/li>\n\n\n\n<li>\u95ee\u9898\u5de5\u5355\uff1a\u5b9a\u4f4d \u2192 \u8d23\u4efb\u4eba \u2192 \u4fee\u590d \u2192 \u590d\u76d8 \u2192 \u56fa\u5316\u89c4\u5219<\/li>\n<\/ul>\n\n\n\n<p><strong>\u5173\u952e\u70b9<\/strong>\uff1a\u8d28\u91cf\u4e0d\u662f\u201c\u62a5\u8868\u4e0a\u8d34\u4e2a\u5206\u6570\u201d\uff0c\u800c\u662f<strong>\u80fd\u81ea\u52a8\u53d1\u73b0\u3001\u80fd\u6709\u4eba\u8d1f\u8d23\u3001\u80fd\u6301\u7eed\u4e0b\u964d\u95ee\u9898\u5b58\u91cf<\/strong>\u3002<\/p>\n\n\n\n<h5 class=\"wp-block-heading\">\u95ed\u73afC\uff1a\u5b89\u5168\u4e0e\u5408\u89c4\u95ed\u73af\uff08\u201c\u7ba1\u4f4f\u5b83\u201d\uff09<\/h5>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6570\u636e\u5206\u7c7b\u5206\u7ea7\uff08\u5982\u516c\u5f00\/\u5185\u90e8\/\u654f\u611f\/\u673a\u5bc6\uff09<\/li>\n\n\n\n<li>\u6743\u9650\u6a21\u578b\uff08RBAC\/ABAC\uff09\u3001\u6700\u5c0f\u6743\u9650<\/li>\n\n\n\n<li>\u8131\u654f\u7b56\u7565\uff08\u9759\u6001\u8131\u654f\/\u52a8\u6001\u8131\u654f\uff09\u3001\u6c34\u5370\u3001\u5ba1\u8ba1<\/li>\n\n\n\n<li>\u5408\u89c4\u8981\u6c42\u843d\u5230\u201c\u53ef\u6267\u884c\u7b56\u7565\u201d\uff08\u6bd4\u5982\uff1a\u6570\u636e\u4fdd\u7559\u671f\/\u5220\u9664\u8bf7\u6c42\/\u8bbf\u95ee\u65e5\u5fd7\uff09<\/li>\n<\/ul>\n\n\n\n<h5 class=\"wp-block-heading\">\u95ed\u73afD\uff1a\u8d44\u4ea7\u4e0e\u670d\u52a1\u95ed\u73af\uff08\u201c\u7528\u8d77\u6765\u201d\uff09<\/h5>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6570\u636e\u76ee\u5f55\uff08Catalog\uff09\uff1a\u80fd\u641c\u3001\u80fd\u61c2\u3001\u80fd\u7533\u8bf7\u3001\u80fd\u770b\u8d1f\u8d23\u4eba<\/li>\n\n\n\n<li>\u6570\u636e\u4ea7\u54c1\u5316\uff1a\u628a\u6570\u636e\u96c6\/\u6307\u6807\/\u7279\u5f81\u505a\u6210\u201c\u53ef\u8ba2\u9605\u7684\u670d\u52a1\u201d<\/li>\n\n\n\n<li>\u6570\u636eSLA\uff1a\u5237\u65b0\u9891\u7387\u3001\u5ef6\u8fdf\u3001\u53ef\u7528\u6027\u3001\u8d28\u91cf\u9608\u503c<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">\u516d\u3001\u7528\u4ec0\u4e48\u7ba1\uff1a\u80fd\u529b\u5730\u56fe\uff08\u4ece\u5de5\u5177\u5230\u4f53\u7cfb\uff09<\/h4>\n\n\n\n<p>\u4f60\u4e0d\u4e00\u5b9a\u8981\u5168\u4e70\u5168\u505a\uff0c\u4f46\u80fd\u529b\u7f3a\u54ea\u5757\uff0c\u6cbb\u7406\u5c31\u4f1a\u201c\u65ad\u817f\u201d\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u6570\u636e\u76ee\u5f55\/\u5143\u6570\u636e<\/strong>\uff1aCatalog\u3001Glossary\u3001Owner\/Steward\u3001\u4f7f\u7528\u70ed\u5ea6\u3001\u7533\u8bf7\u5165\u53e3<\/li>\n\n\n\n<li><strong>\u8840\u7f18<\/strong>\uff1a\u4eceETL\/SQL\/\u8c03\u5ea6\/BI\/\u6307\u6807\u4e00\u8def\u8d2f\u901a\u7684lineage<\/li>\n\n\n\n<li><strong>\u6570\u636e\u8d28\u91cf\u5e73\u53f0<\/strong>\uff1a\u89c4\u5219\u7f16\u6392\u3001\u4efb\u52a1\u6267\u884c\u3001\u544a\u8b66\u3001\u5de5\u5355\u8054\u52a8<\/li>\n\n\n\n<li><strong>\u4e3b\u6570\u636e\u5e73\u53f0<\/strong>\uff1a\u4e3b\u6570\u636e\u5efa\u6a21\u3001\u5339\u914d\u5408\u5e76\u3001\u9ec4\u91d1\u8bb0\u5f55\u3001\u5206\u53d1<\/li>\n\n\n\n<li><strong>\u6743\u9650\u4e0e\u5ba1\u8ba1<\/strong>\uff1a\u7edf\u4e00\u8eab\u4efd\u3001\u7ec6\u7c92\u5ea6\u6388\u6743\u3001\u884c\u4e3a\u5ba1\u8ba1<\/li>\n\n\n\n<li><strong>\u6570\u636e\u5f00\u53d1\u4e0e\u53d1\u5e03\u89c4\u8303<\/strong>\uff1a\u6570\u636e\u5206\u5c42\u3001\u547d\u540d\u3001\u5206\u533a\u3001\u7248\u672c\u3001\u56de\u6eda<\/li>\n\n\n\n<li><strong>\u6570\u636e\u5951\u7ea6\uff08Data Contract\uff09<\/strong>\uff08\u5f88\u503c\u5f97\u91cd\u89c6\uff09\uff1a\u4e0a\u6e38\u6570\u636e\u7ed3\u6784\/\u8bed\u4e49\/\u8d28\u91cf\u7684\u201c\u627f\u8bfa\u201d\uff0c\u4e0b\u6e38\u4f9d\u8d56\u6e05\u6670<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">\u4e03\u3001\u5982\u4f55\u843d\u5730\uff1a\u4e00\u5957\u4e0d\u5bb9\u6613\u201c\u7a7a\u8f6c\u201d\u7684\u5b9e\u65bd\u8def\u7ebf<\/h4>\n\n\n\n<p>\u5f88\u591a\u56e2\u961f\u4e00\u4e0a\u6765\u5c31\u201c\u5efa\u5236\u5ea6\u3001\u505a\u6807\u51c6\u3001\u641e\u5168\u57df\u6cbb\u7406\u201d\uff0c\u6700\u540e\u53d8\u6210 PPT \u5de5\u7a0b\u3002\u66f4\u7a33\u7684\u8def\u5f84\u662f\uff1a<strong>\u5148\u6253\u8d62\u4e00\u4e24\u4e2a\u4e1a\u52a1\u6218\u5f79<\/strong>\u3002<\/p>\n\n\n\n<h5 class=\"wp-block-heading\">0\uff09\u9009\u4e00\u4e2a\u201c\u9ad8\u4ef7\u503c\u573a\u666f\u201d\u5f53\u7a81\u7834\u53e3<\/h5>\n\n\n\n<p>\u7279\u5f81\uff1a\u6307\u6807\u4e89\u8bae\u5927\u3001\u5f71\u54cd\u9762\u5e7f\u3001\u8de8\u90e8\u95e8\u626f\u76ae\u591a\u3001\u9886\u5bfc\u75db\u611f\u5f3a<br>\u4f8b\u5982\uff1a\u8425\u6536\u53e3\u5f84\u3001\u6e20\u9053\u8f6c\u5316\u3001\u5e93\u5b58\u5468\u8f6c\u3001\u8bbe\u5907\u6545\u969c\u7387\u3001\u5ba2\u6237\u7edf\u4e00\u89c6\u56fe\u7b49\u3002<\/p>\n\n\n\n<h5 class=\"wp-block-heading\">1\uff0990\u5929\u6700\u5c0f\u95ed\u73af\uff08\u5f3a\u63a8\u8350\uff09<\/h5>\n\n\n\n<p><strong>\u7b2c1-2\u5468\uff1a\u76d8\u70b9\u73b0\u72b6<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u5173\u952e\u6307\u6807\u6e05\u5355 + \u53e3\u5f84\u51b2\u7a81\u70b9<\/li>\n\n\n\n<li>\u5173\u952e\u6570\u636e\u94fe\u8def\uff08\u6570\u636e\u4ece\u54ea\u6765\u3001\u600e\u4e48\u52a0\u5de5\u3001\u8c01\u5728\u7528\uff09<\/li>\n\n\n\n<li>\u5f53\u524d\u8d28\u91cf\u95ee\u9898Top10<\/li>\n<\/ul>\n\n\n\n<p><strong>\u7b2c3-6\u5468\uff1a\u5efa\u7acb\u201c\u53ef\u8fd0\u884c\u673a\u5236\u201d<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u672f\u8bed\u8868 + \u6307\u6807\u53e3\u5f84\uff08\u5148\u505a\u6700\u5173\u952e\u768420\u4e2a\uff09<\/li>\n\n\n\n<li>Owner\/Steward\u843d\u4f4d\uff08\u5199\u8fdbRACI\uff09<\/li>\n\n\n\n<li>\u8d28\u91cf\u89c4\u5219\uff08\u5148\u505a\u6700\u75db\u768410\u6761\uff09+ \u544a\u8b66 + \u5de5\u5355\u95ed\u73af<\/li>\n<\/ul>\n\n\n\n<p><strong>\u7b2c7-12\u5468\uff1a\u670d\u52a1\u5316\u4e0e\u63a8\u5e7f<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6570\u636e\u76ee\u5f55\u53ef\u641c\u7d22\u53ef\u7533\u8bf7<\/li>\n\n\n\n<li>\u6307\u6807\/\u6570\u636e\u96c6\u53d1\u5e03\u4e3a\u53ef\u590d\u7528\u8d44\u4ea7<\/li>\n\n\n\n<li>\u5468\u4f8b\u4f1a\/\u770b\u677f\uff1a\u95ee\u9898\u5b58\u91cf\u3001\u4fee\u590d\u65f6\u957f\u3001\u53e3\u5f84\u8986\u76d6\u7387\u3001\u590d\u7528\u7387<\/li>\n<\/ul>\n\n\n\n<h5 class=\"wp-block-heading\">2\uff09\u6cbb\u7406\u6210\u719f\u5ea6\u6307\u6807\uff08\u7528\u6765\u9632\u6b62\u201c\u53ea\u505a\u52a8\u4f5c\u4e0d\u89c1\u6548\u679c\u201d\uff09<\/h5>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6307\u6807\u53e3\u5f84\u8986\u76d6\u7387\uff1a\u5173\u952e\u6307\u6807\u6709\u65e0\u552f\u4e00\u6743\u5a01\u5b9a\u4e49<\/li>\n\n\n\n<li>\u8d28\u91cf\u6307\u6807\uff1aDQ\u5f97\u5206\u8d8b\u52bf + \u91cd\u5927\u4e8b\u6545\u6b21\u6570<\/li>\n\n\n\n<li>\u95ee\u9898\u95ed\u73af\u6548\u7387\uff1aMTTR\uff08\u5e73\u5747\u4fee\u590d\u65f6\u957f\uff09\u3001\u8d85\u65f6\u5de5\u5355\u5360\u6bd4<\/li>\n\n\n\n<li>\u8d44\u4ea7\u590d\u7528\u7387\uff1a\u91cd\u590d\u5f00\u53d1\u51cf\u5c11\u3001\u88ab\u8ba2\u9605\u6b21\u6570<\/li>\n\n\n\n<li>\u6743\u9650\u5408\u89c4\uff1a\u654f\u611f\u6570\u636e\u8bbf\u95ee\u5ba1\u8ba1\u8986\u76d6\u7387\u3001\u8d8a\u6743\u4e8b\u4ef6\u6b21\u6570<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">\u516b\u3001\u5e38\u89c1\u8bef\u533a\uff08\u8e29\u5751\u7387\u6781\u9ad8\uff09<\/h4>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u628a\u6cbb\u7406\u5f53\u6210IT\u9879\u76ee<\/strong>\uff1a\u4e1a\u52a1\u4e0d\u80cc\u8d23\uff0c\u6700\u540e\u53d8\u6210\u6570\u636e\u56e2\u961f\u201c\u81ea\u55e8\u201d<\/li>\n\n\n\n<li><strong>\u53ea\u505a\u6807\u51c6\u4e0d\u505a\u95ed\u73af<\/strong>\uff1a\u6587\u6863\u5199\u5f97\u6f02\u4eae\uff0c\u6570\u636e\u8fd8\u662f\u810f<\/li>\n\n\n\n<li><strong>\u6ca1\u6709Owner\/Steward<\/strong>\uff1a\u6ca1\u4eba\u8ba4\u9886\u95ee\u9898\uff0c\u6cbb\u7406\u53ea\u80fd\u505c\u5728\u53e3\u53f7<\/li>\n\n\n\n<li><strong>\u6cbb\u7406\u8303\u56f4\u8fc7\u5927<\/strong>\uff1a\u5168\u57df\u94fa\u5f00\u5bfc\u81f4\u8d44\u6e90\u5206\u6563\uff0c\u6ca1\u4e00\u4e2a\u70b9\u505a\u51fa\u6210\u679c<\/li>\n\n\n\n<li><strong>\u53ea\u770bDQ\u5206\u6570<\/strong>\uff1a\u4e0d\u89e3\u51b3\u6839\u56e0\uff08\u6d41\u7a0b\/\u7cfb\u7edf\/\u8d23\u4efb\uff09\uff0c\u5206\u6570\u662f\u201c\u5316\u5986\u201d<\/li>\n\n\n\n<li><strong>\u7f3a\u53d8\u66f4\u4e0e\u5f71\u54cd\u5206\u6790<\/strong>\uff1a\u4e00\u6539\u53e3\u5f84\uff0c\u62a5\u8868\/\u6a21\u578b\u4e00\u7247\u7ea2<\/li>\n<\/ol>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p id=\"DataLineage\">\u6ce8\uff1a<strong>\u6570\u636e\u8840\u7f18\uff08Data Lineage\uff09<\/strong>\uff1a\u7528\u6765\u63cf\u8ff0\u4e00\u4efd\u6570\u636e\uff08\u8868\/\u5b57\u6bb5\/\u6307\u6807\/\u62a5\u8868\/\u6a21\u578b\u7279\u5f81\uff09<strong>\u4ece\u54ea\u91cc\u6765\u3001\u7ecf\u8fc7\u54ea\u4e9b\u52a0\u5de5\u3001\u6700\u540e\u88ab\u54ea\u4e9b\u5730\u65b9\u4f7f\u7528<\/strong>\u7684\u201c\u6765\u9f99\u53bb\u8109\u201d\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">1) \u5b83\u957f\u4ec0\u4e48\u6837<\/h4>\n\n\n\n<p>\u53ef\u4ee5\u628a\u8840\u7f18\u60f3\u6210\u4e00\u5f20\u6709\u5411\u56fe\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u4e0a\u6e38\uff08\u6e90\u5934\uff09<\/strong>\uff1a\u4e1a\u52a1\u7cfb\u7edf\/\u65e5\u5fd7\/\u4f20\u611f\u5668\/\u63a5\u53e3 \u2192 \u539f\u59cb\u8868<\/li>\n\n\n\n<li><strong>\u52a0\u5de5\u8fc7\u7a0b<\/strong>\uff1a\u6e05\u6d17\u3001\u8fc7\u6ee4\u3001Join\u3001\u805a\u5408\u3001\u8865\u5168\u3001\u53e3\u5f84\u8ba1\u7b97\u3001\u7279\u5f81\u5de5\u7a0b\u3001ETL\/ELT\u4f5c\u4e1a\u3001\u8c03\u5ea6\u4efb\u52a1<\/li>\n\n\n\n<li><strong>\u4e0b\u6e38\uff08\u53bb\u5411\uff09<\/strong>\uff1a\u6570\u636e\u96c6\u5e02\u3001\u6307\u6807\u5e93\u3001BI\u62a5\u8868\u3001API\u6570\u636e\u670d\u52a1\u3001\u673a\u5668\u5b66\u4e60\u7279\u5f81\/\u6a21\u578b<\/li>\n<\/ul>\n\n\n\n<p>\u8840\u7f18\u7684\u7c92\u5ea6\u5e38\u89c1\u6709\u4e09\u79cd\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u8868\u7ea7\u8840\u7f18<\/strong>\uff1aA\u8868\u7531\u54ea\u4e9b\u8868\u751f\u6210\uff1f\u4f1a\u5f71\u54cd\u54ea\u4e9b\u8868\/\u62a5\u8868\uff1f<\/li>\n\n\n\n<li><strong>\u5b57\u6bb5\u7ea7\u8840\u7f18<\/strong>\uff1a\u67d0\u4e2a\u5b57\u6bb5\u6765\u81ea\u54ea\u91cc\uff1f\u662f\u76f4\u63a5\u6620\u5c04\u8fd8\u662f\u8ba1\u7b97\u51fa\u6765\u7684\uff1f<\/li>\n\n\n\n<li><strong>\u6307\u6807\/\u62a5\u8868\u7ea7\u8840\u7f18<\/strong>\uff1a\u67d0\u6307\u6807\u7684SQL\/\u903b\u8f91\u4f9d\u8d56\u54ea\u4e9b\u5b57\u6bb5\uff1f\u54ea\u4e9b\u62a5\u8868\u7528\u5b83\uff1f<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">2) \u4e3a\u4ec0\u4e48\u5b83\u5f88\u91cd\u8981<\/h4>\n\n\n\n<p>\u8840\u7f18\u4e3b\u8981\u89e3\u51b3\u4e24\u7c7b\u201c\u75db\u70b9\u201d\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u5f71\u54cd\u5206\u6790\uff08Impact Analysis\uff09<\/strong>\uff1a<br>\u4f60\u6539\u4e86\u4e0a\u6e38\u67d0\u5b57\u6bb5\/\u53e3\u5f84\/\u8868\u7ed3\u6784\uff0c\u4f1a\u5f71\u54cd\u54ea\u4e9b\u4e0b\u6e38\u62a5\u8868\u3001\u6307\u6807\u3001\u6a21\u578b\uff1f\u2014\u2014\u907f\u514d\u201c\u6539\u4e00\u5904\u70b8\u4e00\u7247\u201d\u3002<\/li>\n\n\n\n<li><strong>\u8ffd\u6eaf\u4e0e\u6392\u969c\uff08Root Cause \/ Debug\uff09<\/strong>\uff1a<br>\u62a5\u8868\u6570\u4e0d\u5bf9\uff0c\u5230\u5e95\u662f\u54ea\u4e00\u6b65\u5f15\u5165\u4e86\u9519\u8bef\uff1f\u662f\u6e90\u7cfb\u7edf\u6570\u636e\u5f02\u5e38\u3001ETL\u903b\u8f91\u53d8\u66f4\u3001\u8fd8\u662f\u53e3\u5f84\u88ab\u6539\u4e86\uff1f<\/li>\n<\/ul>\n\n\n\n<p>\uff08\u987a\u5e26\u8fd8\u7528\u4e8e\u5ba1\u8ba1\u5408\u89c4\uff1a\u654f\u611f\u5b57\u6bb5\u4ece\u54ea\u6765\u3001\u88ab\u8c01\u7528\u8fc7\u3001\u6d41\u5411\u4e86\u54ea\u91cc\u3002\uff09<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">3) \u4e00\u4e2a\u76f4\u89c2\u4f8b\u5b50<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6e90\u7cfb\u7edf <code>orders<\/code>\uff08\u8ba2\u5355\u660e\u7ec6\uff09<\/li>\n\n\n\n<li>ETL\u751f\u6210 <code>dwd_orders<\/code>\uff08\u6e05\u6d17\u540e\u7684\u660e\u7ec6\uff09<\/li>\n\n\n\n<li>\u805a\u5408\u751f\u6210 <code>dws_user_day<\/code>\uff08\u7528\u6237\u65e5\u6c47\u603b\uff09<\/li>\n\n\n\n<li>\u6307\u6807 <code>GMV<\/code> \u5728 <code>ads_metrics<\/code> \u91cc\u8ba1\u7b97<\/li>\n\n\n\n<li>BI\u62a5\u8868 \u201c\u65e5GMV\u8d8b\u52bf\u201d \u5f15\u7528\u8be5\u6307\u6807<\/li>\n<\/ul>\n\n\n\n<p>\u5982\u679c\u201c\u65e5GMV\u8d8b\u52bf\u201d\u7a81\u7136\u98d9\u5347\uff0c\u8840\u7f18\u80fd\u5e2e\u52a9\u4f60\u6309\u94fe\u8def\u5f80\u4e0a\u8ffd\uff1a<br>\u62a5\u8868 \u2192 \u6307\u6807 \u2192 \u6307\u6807SQL \u2192 \u6c47\u603b\u8868 \u2192 \u660e\u7ec6\u8868 \u2192 \u6e90\u7cfb\u7edf\/\u91c7\u96c6\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">4) \u8840\u7f18\u901a\u5e38\u600e\u4e48\u83b7\u53d6<\/h4>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u81ea\u52a8\u89e3\u6790<\/strong>\uff1a\u4ece\u8c03\u5ea6\u7cfb\u7edf\u3001ETL\u4f5c\u4e1a\u3001SQL\u3001BI\u62a5\u8868\u3001\u6570\u636e\u5efa\u6a21\u5de5\u5177\u91cc\u6293\u4f9d\u8d56\u5173\u7cfb<\/li>\n\n\n\n<li><strong>\u624b\u5de5\u8865\u5145<\/strong>\uff1a\u5bf9\u4e00\u4e9b\u9ed1\u76d2\u5904\u7406\uff08\u811a\u672c\/\u5916\u90e8API\/\u4eba\u5de5Excel\uff09\u9700\u8981\u6807\u6ce8\u6216\u201c\u6570\u636e\u5951\u7ea6\u201d\u8865\u9f50<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\u4e00\u3001\u6570\u636e\u6cbb\u7406\u5230\u5e95\u662f\u4ec0\u4e48 \u6570\u636e\u6cbb\u7406\uff08Data Governance\uff09\u4e0d\u662f\u201c\u505a\u4e00\u5957\u6587\u6863\/\u5efa\u4e2a\u6570\u636e\u4ed3\u5e93\/\u4e0a\u4e2a\u6570\u636e\u5e73\u53f0 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