{"id":1817,"date":"2026-03-28T16:52:04","date_gmt":"2026-03-28T16:52:04","guid":{"rendered":"https:\/\/www.viz-note.com\/tw\/data-flow-diagrams-ai-big-data-age\/"},"modified":"2026-03-28T16:52:04","modified_gmt":"2026-03-28T16:52:04","slug":"data-flow-diagrams-ai-big-data-age","status":"publish","type":"post","link":"https:\/\/www.viz-note.com\/tw\/data-flow-diagrams-ai-big-data-age\/","title":{"rendered":"\u4eba\u5de5\u667a\u80fd\u8207\u5927\u6578\u64da\u6642\u4ee3\u7684\u8cc7\u6599\u6d41\u7a0b\u5716"},"content":{"rendered":"<p>\u5728\u8cc7\u8a0a\u79d1\u6280\u4e0d\u65b7\u6f14\u8b8a\u7684\u74b0\u5883\u4e2d\uff0c\u8cc7\u6599\u6d41\u7a0b\u5716\uff08DFD\uff09\u4ecd\u7136\u662f\u7cfb\u7d71\u5206\u6790\u7684\u57fa\u790e\u5de5\u5177\u3002\u96d6\u7136\u6700\u521d\u662f\u57281970\u5e74\u4ee3\u7d50\u69cb\u5316\u7a0b\u5f0f\u8a2d\u8a08\u6642\u4ee3\u6240\u69cb\u60f3\uff0c\u4f46\u4ee5\u5716\u5f62\u5316\u65b9\u5f0f\u5448\u73fe\u8cc7\u6599\u5728\u7cfb\u7d71\u4e2d\u6d41\u52d5\u7684\u50f9\u503c\u4e26\u672a\u6e1b\u5f31\uff0c\u53cd\u800c\u5df2\u8f49\u578b\u3002\u96a8\u8457\u7d44\u7e54\u9762\u81e8\u6a5f\u5668\u5b78\u7fd2\u6a21\u578b\u3001\u5206\u6563\u5f0f\u5132\u5b58\u7cfb\u7d71\u8207\u5373\u6642\u8655\u7406\u8cc7\u6599\u6d41\u7684\u6311\u6230\uff0c\u7e6a\u88fd\u8cc7\u6599\u8ecc\u8de1\u7684\u9700\u6c42\u8b8a\u5f97\u524d\u6240\u672a\u6709\u7684\u91cd\u8981\u3002<\/p>\n<p>\u672c\u6307\u5357\u63a2\u8a0e\u8cc7\u6599\u6d41\u7a0b\u5716\u5728\u73fe\u4ee3\u8a08\u7b97\u74b0\u5883\u4e2d\u7684\u9069\u61c9\u65b9\u5f0f\u3002\u5b83\u5206\u6790\u50b3\u7d71\u5716\u8868\u5fc5\u9808\u5982\u4f55\u6f14\u9032\uff0c\u4ee5\u5728\u4e0d\u4f9d\u8cf4\u7279\u5b9a\u4f9b\u61c9\u5546\u5de5\u5177\u7684\u60c5\u6cc1\u4e0b\uff0c\u5448\u73fe\u4eba\u5de5\u667a\u6167\u5de5\u4f5c\u6d41\u7a0b\u3001\u5927\u6578\u64da\u67b6\u69cb\u8207\u96f2\u7aef\u539f\u751f\u57fa\u790e\u8a2d\u65bd\u3002\u91cd\u9ede\u4ecd\u653e\u5728\u8cc7\u6599\u79fb\u52d5\u3001\u5b89\u5168\u8207\u8f49\u63db\u7684\u62bd\u8c61\u5b8c\u6574\u6027\u4e0a\u3002<\/p>\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter\"><img alt=\"Marker-style infographic showing modern Data Flow Diagrams adapted for AI and Big Data: traditional DFD components, AI training vs inference pipelines, streaming vs batch processing, distributed storage, security considerations, and automation trends in 16:9 format\" decoding=\"async\" src=\"https:\/\/www.viz-note.com\/wp-content\/uploads\/2026\/03\/data-flow-diagrams-ai-big-data-modern-architecture-infographic-marker-illustration.jpg\"\/><\/figure>\n<\/div>\n<h2>\ud83c\udfdb\ufe0f \u57fa\u790e\uff1a\u7406\u89e3\u8cc7\u6599\u6d41\u7a0b\u5716<\/h2>\n<p>\u5728\u8655\u7406\u73fe\u4ee3\u8907\u96dc\u6027\u4e4b\u524d\uff0c\u5efa\u7acb\u57fa\u672c\u5b9a\u7fa9\u81f3\u95dc\u91cd\u8981\u3002\u8cc7\u6599\u6d41\u7a0b\u5716\u662f\u8cc7\u8a0a\u7cfb\u7d71\u4e2d\u8cc7\u6599\u6d41\u52d5\u7684\u5716\u5f62\u5316\u8868\u793a\u3002\u5b83\u6a21\u64ec\u8cc7\u8a0a\u5f9e\u5916\u90e8\u4f86\u6e90\u5230\u76ee\u7684\u5730\u4ee5\u53ca\u5167\u90e8\u8655\u7406\u7a0b\u5e8f\u7684\u79fb\u52d5\u904e\u7a0b\u3002<\/p>\n<p>\u95dc\u9375\u5143\u4ef6\u5b9a\u7fa9\u6a19\u6e96\u7684DFD\uff1a<\/p>\n<ul>\n<li><strong>\u5916\u90e8\u5be6\u9ad4\uff1a<\/strong>\u7cfb\u7d71\u908a\u754c\u4ee5\u5916\u7684\u4f86\u6e90\u6216\u76ee\u7684\u5730\uff08\u4f8b\u5982\uff1a\u4f7f\u7528\u8005\u3001\u5176\u4ed6\u7cfb\u7d71\u3001\u611f\u6e2c\u5668\uff09\u3002<\/li>\n<li><strong>\u8655\u7406\u7a0b\u5e8f\uff1a<\/strong>\u5c07\u8f38\u5165\u8cc7\u6599\u8f49\u63db\u70ba\u8f38\u51fa\u8cc7\u6599\u7684\u8b8a\u63db\u3002<\/li>\n<li><strong>\u8cc7\u6599\u5132\u5b58\uff1a<\/strong>\u8cc7\u6599\u88ab\u5132\u5b58\u4ee5\u4f9b\u5f8c\u7e8c\u4f7f\u7528\u7684\u5132\u5b58\u5eab\uff08\u4f8b\u5982\uff1a\u8cc7\u6599\u5eab\u3001\u6a94\u6848\u7cfb\u7d71\uff09\u3002<\/li>\n<li><strong>\u8cc7\u6599\u6d41\uff1a<\/strong>\u8cc7\u6599\u5728\u5be6\u9ad4\u3001\u8655\u7406\u7a0b\u5e8f\u8207\u5132\u5b58\u4e4b\u9593\u7684\u79fb\u52d5\u3002<\/li>\n<\/ul>\n<p>\u5728\u50b3\u7d71\u60c5\u5883\u4e2d\uff0c\u9019\u4e9b\u5716\u8868\u901a\u5e38\u4ee5\u591a\u5c64\u62bd\u8c61\u5c64\u6b21\u7e6a\u88fd\uff1a<\/p>\n<ul>\n<li><strong>\u80cc\u666f\u5716\uff08\u7b2c0\u5c64\uff09\uff1a<\/strong>\u5c07\u7cfb\u7d71\u5448\u73fe\u70ba\u55ae\u4e00\u8655\u7406\u7a0b\u5e8f\uff0c\u4e26\u986f\u793a\u5176\u8207\u5916\u90e8\u5be6\u9ad4\u7684\u4e92\u52d5\u3002<\/li>\n<li><strong>\u7b2c1\u5c64\u5716\uff1a<\/strong>\u5c07\u4e3b\u8981\u8655\u7406\u7a0b\u5e8f\u5206\u89e3\u70ba\u4e3b\u8981\u7684\u5b50\u8655\u7406\u7a0b\u5e8f\u3002<\/li>\n<li><strong>\u7b2c2\u5c64\u5716\uff1a<\/strong>\u9032\u4e00\u6b65\u5206\u89e3\u7279\u5b9a\u5b50\u8655\u7406\u7a0b\u5e8f\uff0c\u4ee5\u53d6\u5f97\u66f4\u7d30\u7bc0\u7684\u8cc7\u8a0a\u3002<\/li>\n<\/ul>\n<p>\u96d6\u7136\u6b64\u5c64\u7d1a\u67b6\u69cb\u4ecd\u7136\u6709\u6548\uff0c\u4f46\u300c\u8655\u7406\u7a0b\u5e8f\u300d\u7684\u6027\u8cea\u5df2\u6539\u8b8a\u3002\u8655\u7406\u7a0b\u5e8f\u4e0d\u518d\u50c5\u50c5\u662f\u6279\u6b21\u4f5c\u696d\uff0c\u800c\u901a\u5e38\u662f\u6301\u7e8c\u904b\u4f5c\u7684\u670d\u52d9\u6216\u9810\u6e2c\u6a21\u578b\u3002<\/p>\n<h2>\ud83e\udde0 \u4eba\u5de5\u667a\u6167\u6574\u5408\uff1a\u5728\u8cc7\u6599\u6d41\u4e2d\u5efa\u6a21\u667a\u6167<\/h2>\n<p>\u4eba\u5de5\u667a\u6167\uff08AI\uff09\u7684\u6574\u5408\u70ba\u8cc7\u6599\u6d41\u6620\u5c04\u5f15\u5165\u4e86\u65b0\u7684\u8b8a\u6578\u3002\u5728\u50b3\u7d71\u7cfb\u7d71\u4e2d\uff0c\u908f\u8f2f\u662f\u660e\u78ba\u7684\uff1b\u800c\u5728\u4eba\u5de5\u667a\u6167\u9a45\u52d5\u7684\u7cfb\u7d71\u4e2d\uff0c\u908f\u8f2f\u901a\u5e38\u662f\u6a5f\u7387\u6027\u7684\u3002\u9019\u7a2e\u5dee\u7570\u8981\u6c42\u6211\u5011\u5728\u8996\u89ba\u5316DFD\u7684\u300c\u8655\u7406\u7a0b\u5e8f\u300d\u5143\u4ef6\u6642\uff0c\u5fc5\u9808\u9032\u884c\u8f49\u8b8a\u3002<\/p>\n<h3>1. \u8a13\u7df4\u8207\u63a8\u8ad6\u8cc7\u6599\u6d41<\/h3>\n<p>\u6a5f\u5668\u5b78\u7fd2\u6d41\u7a0b\u8207\u6a19\u6e96\u61c9\u7528\u908f\u8f2f\u6709\u986f\u8457\u5dee\u7570\u3002\u4eba\u5de5\u667a\u6167\u7cfb\u7d71\u7684DFD\u5fc5\u9808\u5340\u5206\u8a13\u7df4\u968e\u6bb5\u8207\u63a8\u8ad6\u968e\u6bb5\u3002<\/p>\n<ul>\n<li><strong>\u8a13\u7df4\u8cc7\u6599\u6d41\uff1a<\/strong>\u6d89\u53ca\u5927\u91cf\u8cc7\u6599\u5f9e\u5132\u5b58\u79fb\u52d5\u81f3\u904b\u7b97\u53e2\u96c6\u3002\u8f38\u51fa\u70ba\u8a13\u7df4\u5b8c\u6210\u7684\u6a21\u578b\u5be6\u9ad4\u3002\u6b64\u8cc7\u6599\u6d41\u901a\u5e38\u70ba\u6279\u6b21\u5c0e\u5411\u4e14\u8cc7\u6e90\u6d88\u8017\u5927\u3002<\/li>\n<li><strong>\u63a8\u8ad6\u8cc7\u6599\u6d41\uff1a<\/strong>\u6d89\u53ca\u5373\u6642\u6216\u8fd1\u5373\u6642\u8cc7\u6599\u9032\u5165\u6a21\u578b\u4ee5\u7522\u751f\u9810\u6e2c\u3002\u6b64\u8cc7\u6599\u6d41\u8457\u91cd\u65bc\u4f4e\u5ef6\u9072\u8207\u9ad8\u541e\u5410\u91cf\u3002<\/li>\n<\/ul>\n<p>\u5728\u7e6a\u88fd\u9019\u4e9b\u6d41\u7a0b\u6642\uff0c\u5fc5\u9808\u6ce8\u610f\u6a21\u578b\u672c\u8eab\u5c31\u50cf\u4e00\u500b\u9ed1\u7bb1\u904e\u7a0b\u3002\u5167\u90e8\u908f\u8f2f\u662f\u96b1\u85cf\u7684\uff0c\u4f46\u8f38\u5165\u9700\u6c42\u548c\u8f38\u51fa\u683c\u5f0f\u5fc5\u9808\u5728\u5716\u8868\u4e2d\u660e\u78ba\u5b9a\u7fa9\u3002<\/p>\n<h3>2. \u6578\u64da\u9810\u8655\u7406\u4f5c\u70ba\u4e00\u500b\u6d41\u7a0b<\/h3>\n<p>\u5728\u6578\u64da\u5230\u9054\u4eba\u5de5\u667a\u6167\u6a21\u578b\u4e4b\u524d\uff0c\u6703\u7d93\u6b77\u986f\u8457\u7684\u8f49\u63db\u3002\u7279\u5fb5\u5de5\u7a0b\u3001\u6b78\u4e00\u5316\u548c\u6e05\u7406\u662f\u5fc5\u9808\u5728\u8cc7\u6599\u6d41\u7a0b\u5716\uff08DFD\uff09\u4e2d\u6e05\u6670\u986f\u793a\u7684\u95dc\u9375\u6b65\u9a5f\u3002\u5ffd\u7565\u9019\u4e9b\u6b65\u9a5f\u6703\u5c0e\u81f4\u5c0d\u7cfb\u7d71\u7406\u89e3\u4e0d\u5b8c\u6574\u3002<\/p>\n<ul>\n<li><strong>\u6b78\u4e00\u5316\uff1a<\/strong> \u5c07\u6578\u64da\u7e2e\u653e\u5230\u7b26\u5408\u6a21\u578b\u671f\u671b\u7684\u7bc4\u570d\u3002<\/li>\n<li><strong> \u7de8\u78bc\uff1a<\/strong> \u5c07\u5206\u985e\u6578\u64da\u8f49\u63db\u70ba\u6578\u503c\u5411\u91cf\u3002<\/li>\n<li><strong> \u63d2\u88dc\uff1a<\/strong> \u8655\u7406\u6d41\u7a0b\u4e2d\u7684\u7f3a\u5931\u503c\u3002<\/li>\n<\/ul>\n<p>\u9019\u4e9b\u9810\u8655\u7406\u6b65\u9a5f\u672c\u8eab\u5c31\u662f\u6d41\u7a0b\u3002\u5b83\u5011\u6703\u6d88\u8017\u6642\u9593\u548c\u8a08\u7b97\u8cc7\u6e90\uff0c\u4e26\u5f15\u5165\u53ef\u80fd\u7684\u6545\u969c\u9ede\uff0c\u9019\u4e9b\u6545\u969c\u9ede\u5fc5\u9808\u5728\u8cc7\u6599\u6d41\u4e2d\u8ffd\u8e64\u3002<\/p>\n<h2>\ud83c\udf0a \u5927\u6578\u64da\uff1a\u8655\u7406\u9ad4\u91cf\u3001\u901f\u5ea6\u8207\u591a\u6a23\u6027<\/h2>\n<p>\u5927\u6578\u64da\u67b6\u69cb\u6311\u6230\u4e86\u50b3\u7d71\u8cc7\u6599\u6d41\u7a0b\u5716\uff08DFD\uff09\u7684\u7dda\u6027\u7279\u6027\u3002\u6578\u64da\u901a\u5e38\u4ee5\u8cc7\u6599\u6d41\u7684\u5f62\u5f0f\u5230\u9054\uff0c\u5b58\u653e\u5728\u8cc7\u6599\u6e56\u4e2d\uff0c\u4e26\u901a\u904e\u5206\u6563\u5f0f\u904b\u7b97\u9032\u884c\u8655\u7406\u3002\u975c\u614b\u5716\u8868\u96e3\u4ee5\u8f15\u6613\u6355\u6349\u9019\u4e9b\u74b0\u5883\u7684\u52d5\u614b\u7279\u6027\u3002<\/p>\n<h3>1. \u6d41\u5f0f\u8655\u7406\u8207\u6279\u6b21\u8655\u7406<\/h3>\n<p>\u73fe\u4ee3\u7cfb\u7d71\u901a\u5e38\u63a1\u7528\u6df7\u5408\u65b9\u6cd5\u3002\u90e8\u5206\u6578\u64da\u4ee5\u5373\u6642\u8cc7\u6599\u6d41\u7684\u65b9\u5f0f\u8655\u7406\uff0c\u800c\u5176\u4ed6\u6578\u64da\u5247\u88ab\u805a\u5408\u5f8c\u9032\u884c\u6279\u6b21\u5206\u6790\u3002\u8cc7\u6599\u6d41\u7a0b\u5716\uff08DFD\uff09\u5fc5\u9808\u660e\u78ba\u5340\u5206\u9019\u5169\u689d\u8def\u5f91\u3002<\/p>\n<ul>\n<li><strong>\u6d41\u5f0f\u8655\u7406\uff1a<\/strong> \u6578\u64da\u6301\u7e8c\u6d41\u52d5\u3002\u5716\u8868\u61c9\u5c07\u7ba1\u9053\u8868\u793a\u70ba\u9023\u7e8c\u5faa\u74b0\uff0c\u800c\u975e\u555f\u52d5\u8207\u505c\u6b62\u7684\u5e8f\u5217\u3002<\/li>\n<li><strong>\u6279\u6b21\u8655\u7406\uff1a<\/strong> \u6578\u64da\u96a8\u6642\u9593\u7d2f\u7a4d\uff0c\u4e26\u4ee5\u584a\u70ba\u55ae\u4f4d\u9032\u884c\u8655\u7406\u3002\u5716\u8868\u61c9\u5728\u8655\u7406\u958b\u59cb\u524d\u53cd\u6620\u7d2f\u7a4d\u9ede\uff08\u8cc7\u6599\u5132\u5b58\uff09\u3002<\/li>\n<\/ul>\n<h3>2. \u5206\u6563\u5f0f\u5132\u5b58\u53ef\u8996\u5316<\/h3>\n<p>\u5728\u55ae\u4e00\u8cc7\u6599\u5eab\u4e2d\uff0c\u8cc7\u6599\u5132\u5b58\u662f\u4e00\u500b\u55ae\u4e00\u7684\u65b9\u6846\u3002\u5728\u5927\u6578\u64da\u74b0\u5883\u4e2d\uff0c\u5132\u5b58\u662f\u5206\u6563\u7684\u3002\u8cc7\u6599\u6d41\u7a0b\u5716\uff08DFD\uff09\u61c9\u8868\u660e\u300c\u8cc7\u6599\u5132\u5b58\u300d\u5be6\u969b\u4e0a\u53ef\u80fd\u4ee3\u8868\u4e00\u500b\u7bc0\u9ede\u7fa4\u7d44\u6216\u5206\u5272\u5f0f\u5132\u5b58\u7cfb\u7d71\u3002<\/p>\n<ul>\n<li><strong>\u8cc7\u6599\u6e56\uff1a<\/strong> \u539f\u59cb\u8cc7\u6599\u5132\u5b58\uff0c\u7d50\u69cb\u5728\u5f8c\u7e8c\u61c9\u7528\u3002<\/li>\n<li><strong>\u8cc7\u6599\u5009\u5eab\uff1a<\/strong> \u7d50\u69cb\u5316\u5132\u5b58\uff0c\u91dd\u5c0d\u67e5\u8a62\u9032\u884c\u512a\u5316\u3002<\/li>\n<li><strong>\u71b1\u5132\u5b58\u8207\u51b7\u5132\u5b58\uff1a<\/strong> \u533a\u5206\u7d93\u5e38\u5b58\u53d6\u7684\u8cc7\u6599\u8207\u6b78\u6a94\u8cc7\u6599\u3002<\/li>\n<\/ul>\n<p>\u9019\u7a2e\u5340\u5206\u5c0d\u65bc\u7406\u89e3\u5ef6\u9072\u81f3\u95dc\u91cd\u8981\u3002\u4f86\u81ea\u71b1\u5132\u5b58\u7bc0\u9ede\u7684\u8cc7\u6599\u6d41\u8207\u4f86\u81ea\u51b7\u5132\u5b58\u6b78\u6a94\u7684\u8cc7\u6599\u6d41\u884c\u70ba\u6703\u6709\u6240\u4e0d\u540c\u3002<\/p>\n<h2>\ud83d\udcd0 \u73fe\u4ee3\u5316\u7b26\u865f\u7cfb\u7d71<\/h2>\n<p>\u70ba\u4e86\u6709\u6548\u50b3\u9054\u8907\u96dc\u7cfb\u7d71\uff0c\u8cc7\u6599\u6d41\u7a0b\u5716\uff08DFD\uff09\u6240\u4f7f\u7528\u7684\u7b26\u865f\u5fc5\u9808\u9069\u61c9\u8b8a\u5316\u3002\u96d6\u7136\u6838\u5fc3\u7b26\u865f\u4ecd\u76f8\u4f3c\uff0c\u4f46\u5176\u61c9\u7528\u9700\u8981\u7d30\u81a9\u7684\u8003\u91cf\u3002<\/p>\n<table>\n<thead>\n<tr>\n<th>\u7d44\u4ef6<\/th>\n<th>\u50b3\u7d71\u7684\u8cc7\u6599\u6d41\u7a0b\u5716<\/th>\n<th>\u73fe\u4ee3\u4eba\u5de5\u667a\u6167\/\u5927\u6578\u64da\u8cc7\u6599\u6d41\u7a0b\u5716<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u8655\u7406<\/td>\n<td>\u55ae\u4e00\u8f49\u63db\u6b65\u9a5f<\/td>\n<td>\u5fae\u670d\u52d9\u3001\u6a21\u578b\u63a8\u8ad6\u6216\u8cc7\u6599\u6d41\u7a0b\u968e\u6bb5<\/td>\n<\/tr>\n<tr>\n<td>\u8cc7\u6599\u5132\u5b58<\/td>\n<td>\u6a94\u6848\u6216\u8cc7\u6599\u5eab\u8868\u683c<\/td>\n<td>\u8cc7\u6599\u6e56\u3001\u5206\u6563\u5f0f\u5feb\u53d6\u6216\u7269\u4ef6\u5132\u5b58<\/td>\n<\/tr>\n<tr>\n<td>\u8cc7\u6599\u6d41<\/td>\n<td>\u8acb\u6c42\/\u56de\u61c9\u6216\u6a94\u6848\u50b3\u8f38<\/td>\n<td>\u4e8b\u4ef6\u4e32\u6d41\u3001API \u8ca0\u8f09\u6216\u8a0a\u606f\u4f47\u5217<\/td>\n<\/tr>\n<tr>\n<td>\u5be6\u9ad4<\/td>\n<td>\u4eba\u985e\u4f7f\u7528\u8005\u6216\u820a\u6709\u7cfb\u7d71<\/td>\n<td>\u7269\u806f\u7db2\u88dd\u7f6e\u3001\u7b2c\u4e09\u65b9 API \u6216\u81ea\u4e3b\u4ee3\u7406<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h3>1. \u4e8b\u4ef6\u9a45\u52d5\u67b6\u69cb<\/h3>\n<p>\u8a31\u591a\u73fe\u4ee3\u7cfb\u7d71\u4f9d\u8cf4\u4e8b\u4ef6\u800c\u975e\u76f4\u63a5\u8acb\u6c42\u3002\u4e8b\u4ef6\u9a45\u52d5\u7cfb\u7d71\u7684\u8cc7\u6599\u6d41\u7a0b\u5716\u4f7f\u7528\u89f8\u767c\u5668\u4f86\u555f\u52d5\u8655\u7406\u7a0b\u5e8f\u3002\u8655\u7406\u7a0b\u5e8f\u4e0d\u518d\u7b49\u5f85\u8cc7\u6599\u5230\u9054\uff0c\u800c\u662f\u7531\u8cc7\u6599\u7684\u5230\u9054\u89f8\u767c\u8655\u7406\u3002<\/p>\n<ul>\n<li><strong>\u8a0a\u606f\u4f47\u5217\uff1a<\/strong> \u5728\u751f\u7522\u8005\u8207\u6d88\u8cbb\u8005\u4e4b\u9593\u5145\u7576\u7de9\u885d\u5340\u3002<\/li>\n<li><strong>\u4e8b\u4ef6\u8a18\u9304\uff1a<\/strong> \u72c0\u614b\u8b8a\u66f4\u7684\u4e0d\u53ef\u8b8a\u8a18\u9304\uff0c\u4f5c\u70ba\u5be9\u8a08\u7528\u9014\u7684\u8cc7\u6599\u5132\u5b58\u3002<\/li>\n<\/ul>\n<p> \u5c07\u9019\u4e9b\u4f47\u5217\u8996\u89ba\u5316\u70ba\u8cc7\u6599\u5132\u5b58\uff0c\u6709\u52a9\u65bc\u91d0\u6e05\u80cc\u58d3\u554f\u984c\u3002\u82e5\u8655\u7406\u7a0b\u5e8f\u7121\u6cd5\u8ddf\u4e0a\u8cc7\u6599\u6d41\u5165\u901f\u5ea6\uff0c\u4f47\u5217\u5c31\u6703\u589e\u9577\u3002\u6b64\u98a8\u96aa\u5fc5\u9808\u88ab\u660e\u78ba\u6a19\u793a\u3002<\/p>\n<h3>2. \u5fae\u670d\u52d9\u8207\u908a\u754c<\/h3>\n<p>\u96a8\u8457\u7cfb\u7d71\u62c6\u5206\u6210\u5fae\u670d\u52d9\uff0c\u8cc7\u6599\u6d41\u7a0b\u5716\u4e2d\u7684\u7cfb\u7d71\u908a\u754c\u8b8a\u5f97\u66f4\u52a0\u900f\u660e\u3002\u8cc7\u6599\u6d41\u7d93\u5e38\u900f\u904e API \u8de8\u8d8a\u670d\u52d9\u908a\u754c\u3002\u5728\u8cc7\u6599\u6d41\u7dda\u4e0a\u6a19\u793a\u6240\u4f7f\u7528\u7684\u901a\u8a0a\u5354\u5b9a\uff08\u4f8b\u5982\uff1aREST\u3001gRPC\u3001GraphQL\uff09\u975e\u5e38\u91cd\u8981\uff0c\u4ee5\u986f\u793a\u76f8\u5bb9\u6027\u9700\u6c42\u3002<\/p>\n<ul>\n<li><strong>\u670d\u52d9\u767c\u73fe\uff1a<\/strong> \u8cc7\u6599\u6d41\u7684\u52d5\u614b\u8def\u7531\u3002<\/li>\n<li><strong>\u8ca0\u8f09\u5e73\u8861\uff1a<\/strong> \u8cc7\u6599\u6d41\u5728\u591a\u500b\u57f7\u884c\u500b\u9ad4\u4e4b\u9593\u7684\u5206\u914d\u3002<\/li>\n<\/ul>\n<h2>\ud83d\udd12 \u8cc7\u6599\u6d41\u4e2d\u7684\u5b89\u5168\u8207\u96b1\u79c1<\/h2>\n<p>\u8cc7\u6599\u6d41\u7a0b\u5716\u4e2d\u7684\u5b89\u5168\u4e0d\u80fd\u662f\u4e8b\u5f8c\u88dc\u6551\u3002\u5728 GDPR \u548c CCPA \u7b49\u6cd5\u898f\u4e0b\uff0c\u4e86\u89e3\u654f\u611f\u8cc7\u6599\u5b58\u653e\u8207\u79fb\u52d5\u7684\u4f4d\u7f6e\u662f\u5fc5\u9808\u7684\u3002<\/p>\n<h3>1. \u8b58\u5225\u654f\u611f\u8cc7\u6599<\/h3>\n<p>\u50b3\u8f38\u500b\u4eba\u8b58\u5225\u8cc7\u8a0a\uff08PII\uff09\u6216\u53d7\u4fdd\u8b77\u5065\u5eb7\u8cc7\u8a0a\uff08PHI\uff09\u7684\u8cc7\u6599\u6d41\u5fc5\u9808\u52a0\u4ee5\u6a19\u793a\u3002\u4f7f\u7528\u4e0d\u540c\u7684\u7dda\u689d\u6a23\u5f0f\u6216\u984f\u8272\u4f86\u6a19\u793a\u654f\u611f\u8cc7\u6599\u6d41\u3002<\/p>\n<ul>\n<li><strong>\u50b3\u8f38\u4e2d\u52a0\u5bc6\uff1a<\/strong> \u6240\u6709\u8de8\u8d8a\u7db2\u8def\u908a\u754c\u7684\u8cc7\u6599\u6d41\u61c9\u6a19\u793a\u52a0\u5bc6\u5354\u5b9a\uff08\u4f8b\u5982 TLS\uff09\u3002<\/li>\n<li><strong>\u975c\u614b\u52a0\u5bc6\uff1a<\/strong> \u5305\u542b\u654f\u611f\u8cc7\u6599\u7684\u8cc7\u6599\u5132\u5b58\u4f4d\u7f6e\u5fc5\u9808\u6a19\u793a\u3002<\/li>\n<\/ul>\n<h3>2. \u8cc7\u6599\u8840\u7de3<\/h3>\n<p>\u4e86\u89e3\u8cc7\u6599\u4f86\u6e90\u5c0d\u65bc\u5408\u898f\u6027\u81f3\u95dc\u91cd\u8981\u3002DFD \u53ef\u4f5c\u70ba\u9ad8\u968e\u8840\u7de3\u5730\u5716\uff0c\u986f\u793a\u8cc7\u6599\u9032\u5165\u7cfb\u7d71\u7684\u4f4d\u7f6e\u4ee5\u53ca\u5176\u8f49\u63db\u65b9\u5f0f\u3002<\/p>\n<ul>\n<li><strong>\u540c\u610f\u8ffd\u8e64\uff1a<\/strong> \u6d89\u53ca\u4f7f\u7528\u8005\u540c\u610f\u8cc7\u6599\u7684\u8cc7\u6599\u6d41\u5fc5\u9808\u7368\u7acb\u8ffd\u8e64\u3002<\/li>\n<li><strong>\u88ab\u907a\u5fd8\u6b0a\uff1a<\/strong> \u5716\u8868\u5fc5\u9808\u986f\u793a\u8cc7\u6599\u5132\u5b58\u4f4d\u7f6e\uff0c\u4ee5\u5354\u52a9\u8655\u7406\u522a\u9664\u8acb\u6c42\u3002<\/li>\n<\/ul>\n<p>\u82e5 DFD \u672a\u986f\u793a\u8cc7\u6599\u5132\u5b58\u4f4d\u7f6e\uff0c\u5408\u898f\u6027\u5be9\u8a08\u5c07\u7121\u6cd5\u9032\u884c\u3002\u6bcf\u500b\u8cc7\u6599\u5132\u5b58\u4f4d\u7f6e\u90fd\u5fc5\u9808\u6709\u660e\u78ba\u7684\u8ca0\u8cac\u4eba\u8207\u4fdd\u7559\u653f\u7b56\u3002<\/p>\n<h2>\u2699\ufe0f \u73fe\u4ee3 DFD \u5efa\u7acb\u7684\u6311\u6230<\/h2>\n<p>\u70ba\u8907\u96dc\u7cfb\u7d71\u5efa\u7acb\u7cbe\u78ba\u5716\u8868\u6703\u9762\u81e8\u7279\u5b9a\u56f0\u96e3\u3002\u8cc7\u6599\u91cf\u8207\u8b8a\u66f4\u901f\u5ea6\u7d93\u5e38\u8d85\u904e\u6587\u4ef6\u7de8\u64b0\u7684\u9032\u5ea6\u3002<\/p>\n<h3>1. \u52d5\u614b\u7cfb\u7d71<\/h3>\n<p>\u81ea\u52d5\u64f4\u5c55\u7fa4\u7d44\u6703\u52d5\u614b\u8abf\u6574\u8655\u7406\u7a0b\u5e8f\u5be6\u4f8b\u7684\u6578\u91cf\u3002\u975c\u614b\u5716\u8868\u7121\u6cd5\u5448\u73fe\u6b64\u7279\u6027\u3002\u5716\u8868\u5fc5\u9808\u53cd\u6620\u7cfb\u7d71\u7684\u300e\u80fd\u529b\u300f\uff0c\u800c\u4e0d\u50c5\u50c5\u662f\u76ee\u524d\u72c0\u614b\u3002<\/p>\n<ul>\n<li>\u61c9\u4f7f\u7528\u300c\u904b\u7b97\u53e2\u96c6\u300d\u7b49\u901a\u7528\u6a19\u7c64\uff0c\u800c\u975e\u5177\u9ad4\u7684\u5be6\u4f8b ID\u3002<\/li>\n<li>\u5728\u6d41\u7a0b\u8aaa\u660e\u4e2d\u6a19\u793a\u64f4\u5c55\u89f8\u767c\u689d\u4ef6\u3002<\/li>\n<\/ul>\n<h3>2. \u8907\u96dc\u5ea6\u7ba1\u7406<\/h3>\n<p>\u96a8\u8457\u7cfb\u7d71\u64f4\u5927\uff0cDFD \u6703\u8b8a\u5f97\u96e3\u4ee5\u95b1\u8b80\u3002\u62bd\u8c61\u5316\u662f\u95dc\u9375\u3002\u4e0d\u8981\u9010\u4e00\u6a19\u793a\u6bcf\u500b API \u7aef\u9ede\uff0c\u61c9\u6a19\u793a\u908f\u8f2f\u8cc7\u6599\u6d41\u52d5\u3002<\/p>\n<ul>\n<li><strong>\u5206\u7d44\uff1a<\/strong> \u5c07\u76f8\u95dc\u6d41\u7a0b\u5408\u4f75\u70ba\u55ae\u4e00\u8d85\u7a0b\u5e8f\u3002<\/li>\n<li><strong>\u9023\u7d50\uff1a<\/strong> \u4f7f\u7528\u4ea4\u53c9\u53c3\u8003\uff0c\u5c07\u8a73\u7d30\u7684\u6b21\u7d1a\u5716\u8868\u9023\u7d50\u81f3\u9ad8\u968e\u6982\u89bd\u5716\u3002<\/li>\n<\/ul>\n<h3>3. \u5be6\u6642\u4f9d\u8cf4\u95dc\u4fc2<\/h3>\n<p>\u5728\u4e32\u6d41\u7cfb\u7d71\u4e2d\uff0c\u64cd\u4f5c\u9806\u5e8f\u81f3\u95dc\u91cd\u8981\u3002DFD \u5c55\u793a\u7684\u662f\u9023\u63a5\u6027\uff0c\u4f46\u672a\u5fc5\u80fd\u5448\u73fe\u6642\u5e8f\u3002\u82e5\u6642\u5e8f\u81f3\u95dc\u91cd\u8981\uff0c\u61c9\u642d\u914d\u4f7f\u7528\u9806\u5e8f\u5716\u88dc\u5145 DFD\u3002<\/p>\n<ul>\n<li>\u5728\u6d41\u7a0b\u8aaa\u660e\u4e2d\u6a19\u793a\u903e\u6642\u8207\u91cd\u8a66\u6a5f\u5236\u3002<\/li>\n<li>\u8a3b\u660e\u8cc7\u6599\u6d41\u662f\u540c\u6b65\u9084\u662f\u975e\u540c\u6b65\u3002<\/li>\n<\/ul>\n<h2>\ud83d\ude80 \u672a\u4f86\u8da8\u52e2\uff1a\u81ea\u52d5\u5316\u8207\u81ea\u6211\u6587\u4ef6\u5316<\/h2>\n<p>DFD \u7684\u672a\u4f86\u5728\u65bc\u81ea\u52d5\u5316\u3002\u96a8\u8457\u7cfb\u7d71\u8d8a\u4f86\u8d8a\u4ee5\u7a0b\u5f0f\u78bc\u70ba\u4e2d\u5fc3\uff0c\u5716\u8868\u61c9\u5f9e\u7a0b\u5f0f\u78bc\u5eab\u81ea\u52d5\u7522\u751f\uff0c\u800c\u975e\u624b\u52d5\u7e6a\u88fd\u3002<\/p>\n<h3>1. \u57fa\u790e\u8a2d\u65bd\u5373\u7a0b\u5f0f\u78bc (IaC)<\/h3>\n<p>\u7576\u57fa\u790e\u8a2d\u65bd\u4ee5\u7a0b\u5f0f\u78bc\u5b9a\u7fa9\u6642\uff0c\u8cc7\u6599\u6d41\u4fbf\u88ab\u96b1\u542b\u5730\u5b9a\u7fa9\u3002\u5de5\u5177\u53ef\u4ee5\u89e3\u6790 IaC \u6a94\u6848\uff0c\u81ea\u52d5\u7522\u751f\u8cc7\u6599\u6d41\u7a0b\u5716 (DFD)\u3002<\/p>\n<ul>\n<li>\u78ba\u4fdd\u5716\u793a\u8207\u5be6\u969b\u57fa\u790e\u8a2d\u65bd\u4e4b\u9593\u7684\u4e00\u81f4\u6027\u3002<\/li>\n<li>\u5c0d\u5716\u793a\u5b9a\u7fa9\u672c\u8eab\u4f7f\u7528\u7248\u672c\u63a7\u5236\u3002<\/li>\n<\/ul>\n<h3>2. \u6301\u7e8c\u767c\u73fe<\/h3>\n<p>\u7db2\u8def\u76e3\u63a7\u5de5\u5177\u53ef\u4ee5\u5075\u6e2c\u5be6\u969b\u7684\u8cc7\u6599\u6d41\u3002\u5c07\u9019\u4e9b\u5de5\u5177\u8207 DFD \u8edf\u9ad4\u6574\u5408\uff0c\u53ef\u7522\u751f\u300c\u5373\u6642\u300d\u5716\u793a\uff0c\u96a8\u8457\u6d41\u91cf\u6a21\u5f0f\u7684\u8b8a\u5316\u800c\u81ea\u52d5\u66f4\u65b0\u3002<\/p>\n<ul>\n<li>\u7576\u51fa\u73fe\u672a\u88ab\u8a18\u9304\u7684\u65b0\u8cc7\u6599\u6d41\u6642\u767c\u51fa\u8b66\u544a\u3002<\/li>\n<li>\u6a19\u793a\u51fa\u672a\u4f7f\u7528\u7684\u8cc7\u6599\u5132\u5b58\u5340\uff0c\u9019\u4e9b\u5132\u5b58\u5340\u53ef\u88ab\u505c\u7528\u3002<\/li>\n<\/ul>\n<h3>3. \u4eba\u5de5\u667a\u6167\u8f14\u52a9\u7e6a\u5716<\/h3>\n<p>\u4eba\u5de5\u667a\u6167\u53ef\u5efa\u8b70\u5716\u793a\u7684\u6539\u9032\u65b9\u5f0f\u3002\u5b83\u80fd\u6839\u64da\u6700\u4f73\u5be6\u52d9\u8b58\u5225\u74f6\u9838\u3001\u5197\u9918\u8def\u5f91\u6216\u5b89\u5168\u6f0f\u6d1e\u3002<\/p>\n<ul>\n<li>\u81ea\u52d5\u9a57\u8b49\u8cc7\u6599\u6d41\u898f\u5247\uff08\u4f8b\u5982\uff0c\u8cc7\u6599\u5eab\u8207\u5916\u90e8\u5be6\u9ad4\u4e4b\u9593\u4e0d\u5f97\u6709\u7121\u7a0b\u5e8f\u7684\u76f4\u63a5\u8cc7\u6599\u6d41\uff09\u3002<\/li>\n<li>\u5efa\u8b70\u6700\u4f73\u7684\u7a0b\u5e8f\u5206\u89e3\u65b9\u5f0f\u3002<\/li>\n<\/ul>\n<h2>\ud83d\udee0\ufe0f \u5be6\u65bd\u7684\u6700\u4f73\u5be6\u52d9<\/h2>\n<p>\u70ba\u5728\u73fe\u4ee3\u60c5\u5883\u4e0b\u7dad\u6301\u8cc7\u6599\u6d41\u7a0b\u5716 (DFD) \u7684\u50f9\u503c\uff0c\u8acb\u9075\u5faa\u4ee5\u4e0b\u5be6\u52d9\u3002<\/p>\n<ul>\n<li><strong>\u7d71\u4e00\u7b26\u865f\uff1a<\/strong> \u78ba\u4fdd\u6240\u6709\u5718\u968a\u6210\u54e1\u4f7f\u7528\u76f8\u540c\u7684\u7b26\u865f\u8207\u898f\u7bc4\u3002\u4e00\u81f4\u6027\u53ef\u964d\u4f4e\u8a8d\u77e5\u8ca0\u8377\u3002<\/li>\n<li><strong>\u5b9a\u7fa9\u547d\u540d\u898f\u7bc4\uff1a<\/strong> \u7a0b\u5e8f\u61c9\u4ee5\u52d5\u8a5e-\u540d\u8a5e\u7d50\u69cb\u547d\u540d\uff08\u4f8b\u5982\uff1a\u300c\u9a57\u8b49\u4f7f\u7528\u8005\u8f38\u5165\u300d\uff09\u3002\u8cc7\u6599\u5132\u5b58\u5340\u61c9\u4ee5\u540d\u8a5e\u547d\u540d\uff08\u4f8b\u5982\uff1a\u300c\u4f7f\u7528\u8005\u8cc7\u6599\u300d\uff09\u3002<\/li>\n<li><strong>\u5b9a\u671f\u5be9\u67e5\uff1a<\/strong> \u672a\u7d93\u5be9\u67e5\u7684\u5716\u793a\u6703\u8b8a\u6210\u8b0a\u8a00\u3002\u8acb\u5728\u8fed\u4ee3\u898f\u5283\u6216\u67b6\u69cb\u512a\u5316\u6703\u8b70\u671f\u9593\u5b89\u6392\u5be9\u67e5\u3002<\/li>\n<li><strong>\u5c08\u6ce8\u65bc\u50f9\u503c\uff1a<\/strong> \u50c5\u7e6a\u88fd\u5c0d\u696d\u52d9\u908f\u8f2f\u5fc5\u8981\u7684\u8cc7\u6599\u6d41\u3002\u79fb\u9664\u4e0d\u6703\u5f71\u97ff\u6700\u7d42\u4f7f\u7528\u8005\u7684\u5197\u9918\u5167\u90e8\u8cc7\u6599\u6d41\u3002<\/li>\n<li><strong>\u8a18\u9304\u5047\u8a2d\uff1a<\/strong> \u82e5\u67d0\u8cc7\u6599\u6d41\u5047\u8a2d\u4e86\u7279\u5b9a\u7684\u5ef6\u9072\u6216\u541e\u5410\u91cf\uff0c\u8acb\u4e88\u4ee5\u8a18\u9304\u3002\u9019\u4e9b\u5047\u8a2d\u6703\u5f71\u97ff\u7cfb\u7d71\u8a2d\u8a08\u3002<\/li>\n<\/ul>\n<h2>\ud83d\udd04 \u8cc7\u6599\u6d41\u7684\u751f\u547d\u5468\u671f<\/h2>\n<p>\u4e86\u89e3\u751f\u547d\u5468\u671f\u6709\u52a9\u65bc\u6e96\u78ba\u5730\u7e6a\u88fd\u5716\u793a\u3002\u8cc7\u6599\u6703\u7d93\u904e\u591a\u500b\u968e\u6bb5\uff1a<\/p>\n<ul>\n<li><strong>\u63a5\u6536\uff1a<\/strong> \u8cc7\u6599\u9032\u5165\u7cfb\u7d71\u908a\u754c\u3002\u9019\u901a\u5e38\u662f\u6ce2\u52d5\u6027\u6700\u9ad8\u7684\u9ede\u3002<\/li>\n<li><strong>\u8655\u7406\uff1a<\/strong> \u8cc7\u6599\u88ab\u8f49\u63db\u3001\u589e\u5f37\u6216\u5206\u6790\u3002<\/li>\n<li><strong>\u5132\u5b58\uff1a<\/strong> \u6578\u64da\u6703\u88ab\u6301\u4e45\u5316\u4ee5\u4f9b\u672a\u4f86\u4f7f\u7528\u3002<\/li>\n<li><strong> \u53d6\u56de\uff1a<\/strong> \u6578\u64da\u6703\u88ab\u5b58\u53d6\u4ee5\u9032\u884c\u5831\u544a\u6216\u64cd\u4f5c\u3002<\/li>\n<li><strong> \u6d88\u9664\uff1a<\/strong> \u6578\u64da\u6703\u6839\u64da\u653f\u7b56\u9032\u884c\u6b78\u6a94\u6216\u522a\u9664\u3002<\/li>\n<\/ul>\n<p>\u6bcf\u500b\u968e\u6bb5\u4ee3\u8868\u8cc7\u6599\u6d41\u7a0b\u5716\u4e2d\u7684\u6f5b\u5728\u8655\u7406\u7a0b\u5e8f\u6216\u5132\u5b58\u4f4d\u7f6e\u3002\u5b8c\u6574\u7684\u5716\u8868\u6703\u6db5\u84cb\u6d88\u9664\u968e\u6bb5\uff0c\u78ba\u4fdd\u8cc7\u6599\u4e0d\u6703\u7121\u8b02\u5730\u7559\u5b58\u3002<\/p>\n<h2>\ud83d\udcca \u95dc\u9375\u7d44\u4ef6\u6458\u8981<\/h2>\n<p>\u70ba\u65b9\u4fbf\u5feb\u901f\u53c3\u8003\uff0c\u4ee5\u4e0b\u662f\u50b3\u7d71\u7d44\u4ef6\u5982\u4f55\u5c0d\u61c9\u5230\u73fe\u4ee3\u7b49\u6548\u7d44\u4ef6\u7684\u8aaa\u660e\u3002<\/p>\n<table>\n<thead>\n<tr>\n<th>\u50b3\u7d71\u6982\u5ff5<\/th>\n<th>\u73fe\u4ee3\u7b49\u6548<\/th>\n<th>\u8003\u91cf<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td>\u8f38\u5165<\/td>\n<td>API \u7db2\u95dc \/ \u8cc7\u6599\u651d\u53d6\u7ba1\u9053<\/td>\n<td>\u9a57\u8b49\u8207\u983b\u7387\u9650\u5236<\/td>\n<\/tr>\n<tr>\n<td>\u8f38\u51fa<\/td>\n<td>\u5100\u8868\u677f \/ \u901a\u77e5\u670d\u52d9<\/td>\n<td>\u683c\u5f0f\u5316\u8207\u50b3\u905e\u7ba1\u9053<\/td>\n<\/tr>\n<tr>\n<td>\u8655\u7406<\/td>\n<td>\u529f\u80fd \/ \u5bb9\u5668 \/ \u6a21\u578b<\/td>\n<td>\u7121\u72c0\u614b\u8207\u64f4\u5c55\u6027<\/td>\n<\/tr>\n<tr>\n<td>\u5132\u5b58<\/td>\n<td>\u7269\u4ef6\u5132\u5b58 \/ NoSQL \u8cc7\u6599\u5eab<\/td>\n<td>\u5206\u5272\u8207\u7d22\u5f15<\/td>\n<\/tr>\n<tr>\n<td>\u6d41\u7a0b<\/td>\n<td>\u4e8b\u4ef6\u8a0a\u606f \/ HTTP \u8acb\u6c42<\/td>\n<td>\u5ef6\u9072\u8207\u53ef\u9760\u6027<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u900f\u904e\u5c0d\u9f4a\u9019\u4e9b\u6982\u5ff5\uff0c\u5718\u968a\u53ef\u4ee5\u5efa\u7acb\u5716\u8868\uff0c\u4f5c\u70ba\u5de5\u7a0b\u3001\u8cc7\u6599\u79d1\u5b78\u8207\u696d\u52d9\u5229\u76ca\u76f8\u95dc\u8005\u4e4b\u9593\u7684\u6709\u6548\u6e9d\u901a\u5de5\u5177\u3002\u76ee\u6a19\u4e0d\u662f\u5b8c\u7f8e\uff0c\u800c\u662f\u6e05\u6670\u3002\u80fd\u5354\u52a9\u6c7a\u7b56\u7684\u5716\u8868\u5c31\u662f\u6210\u529f\u7684\u3002<\/p>\n<h2>\ud83d\udd2e \u6578\u64da\u6d41\u7a0b\u53ef\u8996\u5316\u7684\u6700\u7d42\u601d\u8003<\/h2>\n<p>\u8cc7\u6599\u6d41\u7a0b\u5716\u7684\u539f\u5247\u662f\u6c38\u6046\u7684\uff0c\u4f46\u5176\u61c9\u7528\u9700\u8981\u9069\u61c9\u3002\u96a8\u8457\u8cc7\u6599\u6210\u70ba\u73fe\u4ee3\u4f01\u696d\u7684\u6838\u5fc3\u8cc7\u7522\uff0c\u80fd\u5920\u53ef\u8996\u5316\u5176\u6d41\u52d5\u80fd\u529b\u4fbf\u6210\u70ba\u6230\u7565\u512a\u52e2\u3002\u7121\u8ad6\u662f\u7ba1\u7406\u7c21\u55ae\u7684\u8cc7\u6599\u5eab\uff0c\u9084\u662f\u8907\u96dc\u7684\u795e\u7d93\u7db2\u8def\u7ba1\u9053\uff0cDFD \u90fd\u63d0\u4f9b\u4e86\u7406\u89e3\u3001\u4fdd\u8b77\u8207\u512a\u5316\u8cc7\u8a0a\u6d41\u52d5\u6240\u9700\u7684\u7d50\u69cb\u3002<\/p>\n<p>\u638c\u63e1\u9019\u4e9b\u65b9\u6cd5\u8ad6\u53ef\u78ba\u4fdd\u7cfb\u7d71\u67b6\u69cb\u4fdd\u6301\u900f\u660e\u4e14\u6613\u65bc\u7dad\u8b77\u3002\u5f9e\u975c\u614b\u6587\u6a94\u8f49\u5411\u52d5\u614b\u3001\u81ea\u52d5\u5316\u7684\u53ef\u8996\u5316\u662f\u4e0d\u53ef\u907f\u514d\u7684\u8da8\u52e2\u3002\u90a3\u4e9b\u63a5\u53d7\u9019\u4e00\u8f49\u8b8a\u7684\u5718\u968a\u5c07\u6703\u767c\u73fe\u81ea\u5df1\u66f4\u80fd\u61c9\u5c0d\u6578\u4f4d\u6642\u4ee3\u7684\u8907\u96dc\u6027\u3002<\/p>\n<p>\u5c08\u6ce8\u65bc\u8cc7\u6599\u3002\u8ffd\u8e64\u8cc7\u6599\u6d41\u3002\u78ba\u4fdd\u908f\u8f2f\u6b63\u78ba\u3002\u9019\u59cb\u7d42\u662f\u6709\u6548\u7cfb\u7d71\u8a2d\u8a08\u7684\u6838\u5fc3\u4efb\u52d9\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5728\u8cc7\u8a0a\u79d1\u6280\u4e0d\u65b7\u6f14\u8b8a\u7684\u74b0\u5883\u4e2d\uff0c\u8cc7\u6599\u6d41\u7a0b\u5716\uff08DFD\uff09\u4ecd\u7136\u662f\u7cfb\u7d71\u5206&hellip;<\/p>\n","protected":false},"author":1,"featured_media":1818,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_yoast_wpseo_title":"\u4eba\u5de5\u667a\u6167\u8207\u5927\u6578\u64da\u6642\u4ee3\u7684\u8cc7\u6599\u6d41\u7a0b\u5716 \ud83e\udd16","_yoast_wpseo_metadesc":"\u63a2\u7d22\u8cc7\u6599\u6d41\u7a0b\u5716\u5982\u4f55\u96a8\u8457\u4eba\u5de5\u667a\u6167\u8207\u5927\u6578\u64da\u800c\u6f14\u9032\u3002\u5b78\u7fd2\u53ef\u8996\u5316\u73fe\u4ee3\u8cc7\u6599\u7ba1\u9053\u8207\u6a5f\u5668\u5b78\u7fd2\u5de5\u4f5c\u6d41\u7a0b\u7684\u6700\u4f73\u5be6\u52d9\u3002","fifu_image_url":"","fifu_image_alt":"","footnotes":""},"categories":[96],"tags":[89,95],"class_list":["post-1817","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-dfd","tag-academic","tag-dfd"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.1.1 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>\u4eba\u5de5\u667a\u6167\u8207\u5927\u6578\u64da\u6642\u4ee3\u7684\u8cc7\u6599\u6d41\u7a0b\u5716 \ud83e\udd16<\/title>\n<meta name=\"description\" content=\"\u63a2\u7d22\u8cc7\u6599\u6d41\u7a0b\u5716\u5982\u4f55\u96a8\u8457\u4eba\u5de5\u667a\u6167\u8207\u5927\u6578\u64da\u800c\u6f14\u9032\u3002\u5b78\u7fd2\u53ef\u8996\u5316\u73fe\u4ee3\u8cc7\u6599\u7ba1\u9053\u8207\u6a5f\u5668\u5b78\u7fd2\u5de5\u4f5c\u6d41\u7a0b\u7684\u6700\u4f73\u5be6\u52d9\u3002\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.viz-note.com\/tw\/data-flow-diagrams-ai-big-data-age\/\" \/>\n<meta property=\"og:locale\" content=\"zh_TW\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u4eba\u5de5\u667a\u6167\u8207\u5927\u6578\u64da\u6642\u4ee3\u7684\u8cc7\u6599\u6d41\u7a0b\u5716 \ud83e\udd16\" \/>\n<meta property=\"og:description\" content=\"\u63a2\u7d22\u8cc7\u6599\u6d41\u7a0b\u5716\u5982\u4f55\u96a8\u8457\u4eba\u5de5\u667a\u6167\u8207\u5927\u6578\u64da\u800c\u6f14\u9032\u3002\u5b78\u7fd2\u53ef\u8996\u5316\u73fe\u4ee3\u8cc7\u6599\u7ba1\u9053\u8207\u6a5f\u5668\u5b78\u7fd2\u5de5\u4f5c\u6d41\u7a0b\u7684\u6700\u4f73\u5be6\u52d9\u3002\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.viz-note.com\/tw\/data-flow-diagrams-ai-big-data-age\/\" \/>\n<meta property=\"og:site_name\" content=\"Viz Note Traditional Chinese - AI Insights &amp; Software Industry Updates\" \/>\n<meta property=\"article:published_time\" content=\"2026-03-28T16:52:04+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.viz-note.com\/tw\/wp-content\/uploads\/sites\/3\/2026\/03\/data-flow-diagrams-ai-big-data-modern-architecture-infographic-marker-illustration.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1664\" \/>\n\t<meta property=\"og:image:height\" content=\"928\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"vpadmin\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005:\" \/>\n\t<meta name=\"twitter:data1\" content=\"vpadmin\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/www.viz-note.com\/tw\/data-flow-diagrams-ai-big-data-age\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/www.viz-note.com\/tw\/data-flow-diagrams-ai-big-data-age\/\"},\"author\":{\"name\":\"vpadmin\",\"@id\":\"https:\/\/www.viz-note.com\/tw\/#\/schema\/person\/d69595112293b803501f7b381be28255\"},\"headline\":\"\u4eba\u5de5\u667a\u80fd\u8207\u5927\u6578\u64da\u6642\u4ee3\u7684\u8cc7\u6599\u6d41\u7a0b\u5716\",\"datePublished\":\"2026-03-28T16:52:04+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/www.viz-note.com\/tw\/data-flow-diagrams-ai-big-data-age\/\"},\"wordCount\":40,\"publisher\":{\"@id\":\"https:\/\/www.viz-note.com\/tw\/#organization\"},\"image\":{\"@id\":\"https:\/\/www.viz-note.com\/tw\/data-flow-diagrams-ai-big-data-age\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.viz-note.com\/tw\/wp-content\/uploads\/sites\/3\/2026\/03\/data-flow-diagrams-ai-big-data-modern-architecture-infographic-marker-illustration.jpg\",\"keywords\":[\"academic\",\"dfd\"],\"articleSection\":[\"DFD\"],\"inLanguage\":\"zh-TW\"},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.viz-note.com\/tw\/data-flow-diagrams-ai-big-data-age\/\",\"url\":\"https:\/\/www.viz-note.com\/tw\/data-flow-diagrams-ai-big-data-age\/\",\"name\":\"\u4eba\u5de5\u667a\u6167\u8207\u5927\u6578\u64da\u6642\u4ee3\u7684\u8cc7\u6599\u6d41\u7a0b\u5716 \ud83e\udd16\",\"isPartOf\":{\"@id\":\"https:\/\/www.viz-note.com\/tw\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\/\/www.viz-note.com\/tw\/data-flow-diagrams-ai-big-data-age\/#primaryimage\"},\"image\":{\"@id\":\"https:\/\/www.viz-note.com\/tw\/data-flow-diagrams-ai-big-data-age\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.viz-note.com\/tw\/wp-content\/uploads\/sites\/3\/2026\/03\/data-flow-diagrams-ai-big-data-modern-architecture-infographic-marker-illustration.jpg\",\"datePublished\":\"2026-03-28T16:52:04+00:00\",\"description\":\"\u63a2\u7d22\u8cc7\u6599\u6d41\u7a0b\u5716\u5982\u4f55\u96a8\u8457\u4eba\u5de5\u667a\u6167\u8207\u5927\u6578\u64da\u800c\u6f14\u9032\u3002\u5b78\u7fd2\u53ef\u8996\u5316\u73fe\u4ee3\u8cc7\u6599\u7ba1\u9053\u8207\u6a5f\u5668\u5b78\u7fd2\u5de5\u4f5c\u6d41\u7a0b\u7684\u6700\u4f73\u5be6\u52d9\u3002\",\"breadcrumb\":{\"@id\":\"https:\/\/www.viz-note.com\/tw\/data-flow-diagrams-ai-big-data-age\/#breadcrumb\"},\"inLanguage\":\"zh-TW\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.viz-note.com\/tw\/data-flow-diagrams-ai-big-data-age\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-TW\",\"@id\":\"https:\/\/www.viz-note.com\/tw\/data-flow-diagrams-ai-big-data-age\/#primaryimage\",\"url\":\"https:\/\/www.viz-note.com\/tw\/wp-content\/uploads\/sites\/3\/2026\/03\/data-flow-diagrams-ai-big-data-modern-architecture-infographic-marker-illustration.jpg\",\"contentUrl\":\"https:\/\/www.viz-note.com\/tw\/wp-content\/uploads\/sites\/3\/2026\/03\/data-flow-diagrams-ai-big-data-modern-architecture-infographic-marker-illustration.jpg\",\"width\":1664,\"height\":928},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.viz-note.com\/tw\/data-flow-diagrams-ai-big-data-age\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\/\/www.viz-note.com\/tw\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u4eba\u5de5\u667a\u80fd\u8207\u5927\u6578\u64da\u6642\u4ee3\u7684\u8cc7\u6599\u6d41\u7a0b\u5716\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.viz-note.com\/tw\/#website\",\"url\":\"https:\/\/www.viz-note.com\/tw\/\",\"name\":\"Viz Note Traditional Chinese - AI Insights &amp; Software Industry Updates\",\"description\":\"\",\"publisher\":{\"@id\":\"https:\/\/www.viz-note.com\/tw\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\/\/www.viz-note.com\/tw\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"zh-TW\"},{\"@type\":\"Organization\",\"@id\":\"https:\/\/www.viz-note.com\/tw\/#organization\",\"name\":\"Viz Note Traditional Chinese - AI Insights &amp; Software Industry Updates\",\"url\":\"https:\/\/www.viz-note.com\/tw\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-TW\",\"@id\":\"https:\/\/www.viz-note.com\/tw\/#\/schema\/logo\/image\/\",\"url\":\"https:\/\/www.viz-note.com\/tw\/wp-content\/uploads\/sites\/3\/2025\/03\/cropped-viz-note-logo.png\",\"contentUrl\":\"https:\/\/www.viz-note.com\/tw\/wp-content\/uploads\/sites\/3\/2025\/03\/cropped-viz-note-logo.png\",\"width\":512,\"height\":512,\"caption\":\"Viz Note Traditional Chinese - AI Insights &amp; Software Industry Updates\"},\"image\":{\"@id\":\"https:\/\/www.viz-note.com\/tw\/#\/schema\/logo\/image\/\"}},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.viz-note.com\/tw\/#\/schema\/person\/d69595112293b803501f7b381be28255\",\"name\":\"vpadmin\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-TW\",\"@id\":\"https:\/\/www.viz-note.com\/tw\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/56e0eb902506d9cea7c7e209205383146b8e81c0ef2eff693d9d5e0276b3d7e3?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/56e0eb902506d9cea7c7e209205383146b8e81c0ef2eff693d9d5e0276b3d7e3?s=96&d=mm&r=g\",\"caption\":\"vpadmin\"},\"sameAs\":[\"https:\/\/www.viz-note.com\"],\"url\":\"https:\/\/www.viz-note.com\/tw\/author\/vpadmin\/\"}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"\u4eba\u5de5\u667a\u6167\u8207\u5927\u6578\u64da\u6642\u4ee3\u7684\u8cc7\u6599\u6d41\u7a0b\u5716 \ud83e\udd16","description":"\u63a2\u7d22\u8cc7\u6599\u6d41\u7a0b\u5716\u5982\u4f55\u96a8\u8457\u4eba\u5de5\u667a\u6167\u8207\u5927\u6578\u64da\u800c\u6f14\u9032\u3002\u5b78\u7fd2\u53ef\u8996\u5316\u73fe\u4ee3\u8cc7\u6599\u7ba1\u9053\u8207\u6a5f\u5668\u5b78\u7fd2\u5de5\u4f5c\u6d41\u7a0b\u7684\u6700\u4f73\u5be6\u52d9\u3002","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.viz-note.com\/tw\/data-flow-diagrams-ai-big-data-age\/","og_locale":"zh_TW","og_type":"article","og_title":"\u4eba\u5de5\u667a\u6167\u8207\u5927\u6578\u64da\u6642\u4ee3\u7684\u8cc7\u6599\u6d41\u7a0b\u5716 \ud83e\udd16","og_description":"\u63a2\u7d22\u8cc7\u6599\u6d41\u7a0b\u5716\u5982\u4f55\u96a8\u8457\u4eba\u5de5\u667a\u6167\u8207\u5927\u6578\u64da\u800c\u6f14\u9032\u3002\u5b78\u7fd2\u53ef\u8996\u5316\u73fe\u4ee3\u8cc7\u6599\u7ba1\u9053\u8207\u6a5f\u5668\u5b78\u7fd2\u5de5\u4f5c\u6d41\u7a0b\u7684\u6700\u4f73\u5be6\u52d9\u3002","og_url":"https:\/\/www.viz-note.com\/tw\/data-flow-diagrams-ai-big-data-age\/","og_site_name":"Viz Note Traditional Chinese - AI Insights &amp; Software Industry Updates","article_published_time":"2026-03-28T16:52:04+00:00","og_image":[{"width":1664,"height":928,"url":"https:\/\/www.viz-note.com\/tw\/wp-content\/uploads\/sites\/3\/2026\/03\/data-flow-diagrams-ai-big-data-modern-architecture-infographic-marker-illustration.jpg","type":"image\/jpeg"}],"author":"vpadmin","twitter_card":"summary_large_image","twitter_misc":{"\u4f5c\u8005:":"vpadmin"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.viz-note.com\/tw\/data-flow-diagrams-ai-big-data-age\/#article","isPartOf":{"@id":"https:\/\/www.viz-note.com\/tw\/data-flow-diagrams-ai-big-data-age\/"},"author":{"name":"vpadmin","@id":"https:\/\/www.viz-note.com\/tw\/#\/schema\/person\/d69595112293b803501f7b381be28255"},"headline":"\u4eba\u5de5\u667a\u80fd\u8207\u5927\u6578\u64da\u6642\u4ee3\u7684\u8cc7\u6599\u6d41\u7a0b\u5716","datePublished":"2026-03-28T16:52:04+00:00","mainEntityOfPage":{"@id":"https:\/\/www.viz-note.com\/tw\/data-flow-diagrams-ai-big-data-age\/"},"wordCount":40,"publisher":{"@id":"https:\/\/www.viz-note.com\/tw\/#organization"},"image":{"@id":"https:\/\/www.viz-note.com\/tw\/data-flow-diagrams-ai-big-data-age\/#primaryimage"},"thumbnailUrl":"https:\/\/www.viz-note.com\/tw\/wp-content\/uploads\/sites\/3\/2026\/03\/data-flow-diagrams-ai-big-data-modern-architecture-infographic-marker-illustration.jpg","keywords":["academic","dfd"],"articleSection":["DFD"],"inLanguage":"zh-TW"},{"@type":"WebPage","@id":"https:\/\/www.viz-note.com\/tw\/data-flow-diagrams-ai-big-data-age\/","url":"https:\/\/www.viz-note.com\/tw\/data-flow-diagrams-ai-big-data-age\/","name":"\u4eba\u5de5\u667a\u6167\u8207\u5927\u6578\u64da\u6642\u4ee3\u7684\u8cc7\u6599\u6d41\u7a0b\u5716 \ud83e\udd16","isPartOf":{"@id":"https:\/\/www.viz-note.com\/tw\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.viz-note.com\/tw\/data-flow-diagrams-ai-big-data-age\/#primaryimage"},"image":{"@id":"https:\/\/www.viz-note.com\/tw\/data-flow-diagrams-ai-big-data-age\/#primaryimage"},"thumbnailUrl":"https:\/\/www.viz-note.com\/tw\/wp-content\/uploads\/sites\/3\/2026\/03\/data-flow-diagrams-ai-big-data-modern-architecture-infographic-marker-illustration.jpg","datePublished":"2026-03-28T16:52:04+00:00","description":"\u63a2\u7d22\u8cc7\u6599\u6d41\u7a0b\u5716\u5982\u4f55\u96a8\u8457\u4eba\u5de5\u667a\u6167\u8207\u5927\u6578\u64da\u800c\u6f14\u9032\u3002\u5b78\u7fd2\u53ef\u8996\u5316\u73fe\u4ee3\u8cc7\u6599\u7ba1\u9053\u8207\u6a5f\u5668\u5b78\u7fd2\u5de5\u4f5c\u6d41\u7a0b\u7684\u6700\u4f73\u5be6\u52d9\u3002","breadcrumb":{"@id":"https:\/\/www.viz-note.com\/tw\/data-flow-diagrams-ai-big-data-age\/#breadcrumb"},"inLanguage":"zh-TW","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.viz-note.com\/tw\/data-flow-diagrams-ai-big-data-age\/"]}]},{"@type":"ImageObject","inLanguage":"zh-TW","@id":"https:\/\/www.viz-note.com\/tw\/data-flow-diagrams-ai-big-data-age\/#primaryimage","url":"https:\/\/www.viz-note.com\/tw\/wp-content\/uploads\/sites\/3\/2026\/03\/data-flow-diagrams-ai-big-data-modern-architecture-infographic-marker-illustration.jpg","contentUrl":"https:\/\/www.viz-note.com\/tw\/wp-content\/uploads\/sites\/3\/2026\/03\/data-flow-diagrams-ai-big-data-modern-architecture-infographic-marker-illustration.jpg","width":1664,"height":928},{"@type":"BreadcrumbList","@id":"https:\/\/www.viz-note.com\/tw\/data-flow-diagrams-ai-big-data-age\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.viz-note.com\/tw\/"},{"@type":"ListItem","position":2,"name":"\u4eba\u5de5\u667a\u80fd\u8207\u5927\u6578\u64da\u6642\u4ee3\u7684\u8cc7\u6599\u6d41\u7a0b\u5716"}]},{"@type":"WebSite","@id":"https:\/\/www.viz-note.com\/tw\/#website","url":"https:\/\/www.viz-note.com\/tw\/","name":"Viz Note Traditional Chinese - AI Insights &amp; Software Industry Updates","description":"","publisher":{"@id":"https:\/\/www.viz-note.com\/tw\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.viz-note.com\/tw\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"zh-TW"},{"@type":"Organization","@id":"https:\/\/www.viz-note.com\/tw\/#organization","name":"Viz Note Traditional Chinese - AI Insights &amp; Software Industry Updates","url":"https:\/\/www.viz-note.com\/tw\/","logo":{"@type":"ImageObject","inLanguage":"zh-TW","@id":"https:\/\/www.viz-note.com\/tw\/#\/schema\/logo\/image\/","url":"https:\/\/www.viz-note.com\/tw\/wp-content\/uploads\/sites\/3\/2025\/03\/cropped-viz-note-logo.png","contentUrl":"https:\/\/www.viz-note.com\/tw\/wp-content\/uploads\/sites\/3\/2025\/03\/cropped-viz-note-logo.png","width":512,"height":512,"caption":"Viz Note Traditional Chinese - AI Insights &amp; Software Industry Updates"},"image":{"@id":"https:\/\/www.viz-note.com\/tw\/#\/schema\/logo\/image\/"}},{"@type":"Person","@id":"https:\/\/www.viz-note.com\/tw\/#\/schema\/person\/d69595112293b803501f7b381be28255","name":"vpadmin","image":{"@type":"ImageObject","inLanguage":"zh-TW","@id":"https:\/\/www.viz-note.com\/tw\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/56e0eb902506d9cea7c7e209205383146b8e81c0ef2eff693d9d5e0276b3d7e3?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/56e0eb902506d9cea7c7e209205383146b8e81c0ef2eff693d9d5e0276b3d7e3?s=96&d=mm&r=g","caption":"vpadmin"},"sameAs":["https:\/\/www.viz-note.com"],"url":"https:\/\/www.viz-note.com\/tw\/author\/vpadmin\/"}]}},"_links":{"self":[{"href":"https:\/\/www.viz-note.com\/tw\/wp-json\/wp\/v2\/posts\/1817","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.viz-note.com\/tw\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.viz-note.com\/tw\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.viz-note.com\/tw\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.viz-note.com\/tw\/wp-json\/wp\/v2\/comments?post=1817"}],"version-history":[{"count":0,"href":"https:\/\/www.viz-note.com\/tw\/wp-json\/wp\/v2\/posts\/1817\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.viz-note.com\/tw\/wp-json\/wp\/v2\/media\/1818"}],"wp:attachment":[{"href":"https:\/\/www.viz-note.com\/tw\/wp-json\/wp\/v2\/media?parent=1817"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.viz-note.com\/tw\/wp-json\/wp\/v2\/categories?post=1817"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.viz-note.com\/tw\/wp-json\/wp\/v2\/tags?post=1817"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}