{"id":69575,"date":"2024-01-24T13:49:53","date_gmt":"2024-01-24T05:49:53","guid":{"rendered":"https:\/\/docs.pingcode.com\/?p=69575"},"modified":"2024-01-24T13:56:47","modified_gmt":"2024-01-24T05:56:47","slug":"%e5%a4%a7%e6%95%b0%e6%8d%ae%e6%98%af%e5%81%9a%e4%bb%80%e4%b9%88%e7%9a%84%ef%bc%8c%e6%9c%89%e5%93%aa%e4%ba%9b%e4%bd%9c%e7%94%a8","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/69575.html","title":{"rendered":"\u5927\u6570\u636e\u662f\u505a\u4ec0\u4e48\u7684\uff0c\u6709\u54ea\u4e9b\u4f5c\u7528"},"content":{"rendered":"\n<p>\u5927\u6570\u636e\u5c31\u662f\u6211\u4eec\u6bcf\u5929\u6240\u5f9c\u5f89\u7684\u6570\u636e\u6d77\u6d0b\u3002\u8fd9\u4e9b\u6570\u636e\u89c4\u6a21\u8fbe\u5230\u4e86 ZB \u7ea7\uff0c\u7531\u6211\u4eec\u7684\u7535\u8111\u3001\u79fb\u52a8\u8bbe\u5907\u548c\u673a\u5668\u4f20\u611f\u5668\u751f\u6210\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u5927\u6570\u636e\u7684\u8be6\u7ec6\u5b9a\u4e49<\/h2>\n\n\n\n<p>\u6211\u4eec\u6bcf\u5929\u90fd\u5f9c\u5f89\u5728\u5927\u6570\u636e\u7684\u6d77\u6d0b\u4e2d\uff0c\u7535\u8111\u3001\u79fb\u52a8\u8bbe\u5907\u548c\u673a\u5668\u4f20\u611f\u5668\u90fd\u5728\u751f\u6210\u5927\u91cf\u6570\u636e\uff0c\u89c4\u6a21\u8fbe\u5230\u4e86 ZB 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class=\"wp-block-heading\">\u5927\u6570\u636e\u5206\u6790\u7684\u91cd\u8981\u6027<\/h2>\n\n\n\n<p>\u5927\u6570\u636e\u7684\u771f\u6b63\u4ef7\u503c\u53d6\u51b3\u4e8e\u4f01\u4e1a\u5206\u6790\u548c\u7406\u89e3\u5927\u6570\u636e\u7684\u80fd\u529b\u3002\u501f\u52a9\u4eba\u5de5\u667a\u80fd&nbsp;\u3001<a href=\"https:\/\/docs.pingcode.com\/ask\/59192.html\" target=\"_blank\">\u673a\u5668\u5b66\u4e60<\/a>\u548c\u73b0\u4ee3\u6570\u636e\u5e93\u6280\u672f\uff0c\u4f01\u4e1a\u80fd\u591f\u5b9e\u73b0\u5927\u6570\u636e\u53ef\u89c6\u5316\u548c\u5206\u6790\uff0c\u5b9e\u65f6\u83b7\u5f97\u53ef\u636e\u4ee5\u91c7\u53d6\u884c\u52a8\u7684\u6d1e\u5bdf\u3002\u5927\u6570\u636e\u5206\u6790\u53ef\u4ee5\u5e2e\u52a9\u4f01\u4e1a\u5145\u5206\u5229\u7528\u4ed6\u4eec\u7684\u6570\u636e\uff0c\u628a\u63e1\u65b0\u673a\u9047\uff0c\u9769\u65b0\u4e1a\u52a1\u6a21\u5f0f\u3002\u4f5c\u5bb6\u517c\u7ba1\u7406\u5206\u6790\u5e08 Geoffrey Moore \u66fe\u8bf4\u8fc7\uff1a\u201c\u4e0d\u8fdb\u884c\u5927\u6570\u636e\u5206\u6790\uff0c\u4f01\u4e1a\u5c31\u4f1a\u2018\u8033\u804b\u773c\u778e\u2019\uff0c\u72b9\u5982\u5728\u9ad8\u901f\u516c\u8def\u4e0a\u5f98\u5f8a\u7684\u91ce\u9e7f\u3002\u201d<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u5927\u6570\u636e\u7684\u6f14\u53d8<\/h2>\n\n\n\n<p>\u963f\u6ce2\u7f57\u5236\u5bfc\u8ba1\u7b97\u673a\u7528\u4e0d\u5230 80 KB \u7684\u5185\u5b58\u5c06\u7b2c\u4e00\u8258\u5b87\u5b99\u98de\u8239\u9001\u4e0a\u6708\u7403\uff0c\u8fd9\u5728\u4eca\u5929\u770b\u6765\u4f3c\u4e4e\u4e0d\u53ef\u601d\u8bae\u3002\u81ea\u90a3\u65f6\u8d77\uff0c\u8ba1\u7b97\u673a\u6280\u672f\u5448\u6307\u6570\u7ea7\u589e\u957f\uff0c\u5927\u91cf\u6570\u636e\u4e5f\u968f\u4e4b\u4ea7\u751f\u3002\u4e8b\u5b9e\u4e0a\uff0c\u81ea 20 \u4e16\u7eaa 80 \u5e74\u4ee3\u4ee5\u6765\uff0c\u5168\u7403\u6570\u636e\u5b58\u50a8\u6280\u672f\u80fd\u529b\u5927\u7ea6\u6bcf\u4e09\u5e74\u5c31\u4f1a\u7ffb\u4e00\u756a\u3002\u4ec5\u4ec5 50 \u591a\u5e74\u524d\uff0c\u5f53\u963f\u6ce2\u7f57 11&nbsp;\u53f7\u5347\u7a7a\u65f6\uff0c\u5168\u4e16\u754c\u4ea7\u751f\u7684\u6570\u5b57\u6570\u636e\u91cf\u8fd8\u53ea\u76f8\u5f53\u4e8e\u73b0\u5728\u4e00\u53f0\u666e\u901a\u7b14\u8bb0\u672c\u7535\u8111\u7684\u5b58\u50a8\u91cf\u30022020 \u5e74\uff0c\u636e&nbsp;Statista \u4f30\u8ba1\uff0c\u5168\u7403\u751f\u6210\u6216\u590d\u5236\u7684\u6570\u636e\u91cf\u8fbe\u5230\u4e86 64.2 ZB\uff1b\u540c\u65f6\uff0c\u201c\u672a\u6765\u4e94\u5e74\u751f\u6210\u7684\u6570\u5b57\u6570\u636e\u91cf\u5c06\u6bd4\u81ea\u6570\u5b57\u5316\u5b58\u50a8\u9762\u4e16\u4ee5\u6765\u751f\u6210\u7684\u603b\u6570\u636e\u91cf\u7684\u4e24\u500d\u8fd8\u8981\u591a\u3002\u201d&nbsp;<\/p>\n\n\n\n<p>\u968f\u7740\u8f6f\u4ef6\u548c\u6280\u672f\u8d8a\u6765\u8d8a\u5148\u8fdb\uff0c\u975e\u6570\u5b57\u7cfb\u7edf\u7684\u7528\u6b66\u4e4b\u5730\u8d8a\u6765\u8d8a\u5c11\u3002\u6570\u5b57\u6280\u672f\u4ea7\u751f\u548c\u91c7\u96c6\u7684\u6570\u636e\u9700\u8981\u66f4\u5148\u8fdb\u7684\u6570\u636e\u7ba1\u7406\u7cfb\u7edf\u6765\u5904\u7406\u3002\u7531\u591a\u5bb6\u5168\u7403\u77e5\u540d\u4fe1\u606f\u7ba1\u7406\u516c\u53f8\u5171\u540c\u63d0\u51fa\u4e86\u201c\u5927\u6570\u636e\u201d\u7684\u6982\u5ff5\uff0c\u5e76\u7531\u6b64\u6210\u4e3a\u4e92\u8054\u7f51\u884c\u4e1a\u7684\u5173\u6ce8\u7126\u70b9\u3002\u6b64\u5916\uff0c\u793e\u4ea4\u5a92\u4f53\u5e73\u53f0\u3001\u667a\u80fd\u624b\u673a\u6280\u672f\u4ee5\u53ca\u6570\u5b57\u5316\u4e92\u8054\u7269\u8054\u7f51\u8bbe\u5907\u7684\u6307\u6570\u7ea7\u589e\u957f\u4e5f\u5e2e\u52a9\u9020\u5c31\u4e86\u5f53\u524d\u7684\u5927\u6570\u636e\u65f6\u4ee3\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u5927\u6570\u636e\u5305\u62ec\u54ea\u4e9b\u7c7b\u578b\uff1a\u4ec0\u4e48\u662f\u7ed3\u6784\u5316\u3001\u975e\u7ed3\u6784\u5316\u548c\u534a\u7ed3\u6784\u5316\u6570\u636e\uff1f<\/h2>\n\n\n\n<p>\u6839\u636e\u6570\u636e\u96c6\u7684\u7ed3\u6784\u548c\u5efa\u7d22\u5f15\u7684\u96be\u6613\u7a0b\u5ea6\uff0c\u6570\u636e\u96c6\u901a\u5e38\u88ab\u5206\u4e3a\u4e09\u7c7b\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img fetchpriority=\"high\" decoding=\"async\" width=\"3119\" height=\"669\" src=\"https:\/\/cdn-docs.pingcode.com\/wp-content\/uploads\/2024\/01\/image-82-24.png?x-oss-process=image\/auto-orient,1\/format,webp\" alt=\"\" class=\"wp-image-69584\"\/><\/figure>\n\n\n\n<ol>\n<li><strong>\u7ed3\u6784\u5316\u6570\u636e\uff1a<\/strong>\u8fd9\u7c7b\u6570\u636e\u6700\u5bb9\u6613\u6574\u7406\u548c\u641c\u7d22\uff0c\u4e3b\u8981\u5305\u62ec\u8d22\u52a1\u6570\u636e\u3001\u673a\u5668\u65e5\u5fd7\u548c\u4eba\u53e3\u7edf\u8ba1\u660e\u7ec6\u7b49\u3002\u7ed3\u6784\u5316\u6570\u636e\u5f88\u597d\u7406\u89e3\uff0c\u7c7b\u4f3c\u4e8e Excel 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NoSQL \u6570\u636e\u5e93\u4e2d\u3002<\/li>\n\n\n\n<li><strong>\u534a\u7ed3\u6784\u5316\u6570\u636e\uff1a<\/strong>\u987e\u540d\u601d\u4e49\uff0c\u534a\u7ed3\u6784\u5316\u6570\u636e\u662f\u7ed3\u6784\u5316\u6570\u636e\u548c\u975e\u7ed3\u6784\u5316\u6570\u636e\u7684\u6df7\u5408\u4f53\u3002\u7535\u5b50\u90ae\u4ef6\u5c31\u662f\u4e00\u4e2a\u5f88\u597d\u7684\u4f8b\u5b50\uff0c\u56e0\u4e3a\u5176\u4e2d\u7684\u6b63\u6587\u5c5e\u4e8e\u975e\u7ed3\u6784\u5316\u6570\u636e\uff0c\u800c\u53d1\u4ef6\u4eba\u3001\u6536\u4ef6\u4eba\u3001\u4e3b\u9898\u548c\u65e5\u671f\u7b49\u5219\u5c5e\u4e8e\u7ed3\u6784\u5316\u6570\u636e\u3002\u4f7f\u7528\u5730\u7406\u6807\u8bb0\u3001\u65f6\u95f4\u6233\u6216\u8bed\u4e49\u6807\u8bb0\u7684\u8bbe\u5907\u4e5f\u53ef\u4ee5\u540c\u65f6\u63d0\u4f9b\u7ed3\u6784\u5316\u6570\u636e\u548c\u975e\u7ed3\u6784\u5316\u5185\u5bb9\u3002\u4f8b\u5982\uff0c\u4e00\u5f20\u672a\u505a\u6807\u8bc6\u7684\u667a\u80fd\u624b\u673a\u56fe\u7247\u4ecd\u7136\u53ef\u4ee5\u544a\u8bc9\u4f60\uff0c\u8fd9\u662f\u4e00\u5f20\u81ea\u62cd\u7167\uff0c\u4ee5\u53ca\u62cd\u6444\u7684\u65f6\u95f4\u548c\u5730\u70b9\u3002\u91c7\u7528<a href=\"https:\/\/docs.pingcode.com\/tag\/AI\" target=\"_blank\">\u4eba\u5de5\u667a\u80fd<\/a>\u6280\u672f\u7684\u73b0\u4ee3\u6570\u636e\u5e93\u4e0d\u4ec5\u80fd\u591f\u5373\u65f6\u8bc6\u522b\u4e0d\u540c\u7c7b\u578b\u7684\u6570\u636e\uff0c\u8fd8\u80fd\u591f\u5b9e\u65f6\u751f\u6210\u7b97\u6cd5\uff0c\u6709\u6548\u5730\u7ba1\u7406\u548c\u5206\u6790\u5404\u79cd\u76f8\u5173\u7684\u6570\u636e\u96c6\u3002<\/li>\n<\/ol>\n\n\n\n<h2 class=\"wp-block-heading\">\u5927\u6570\u636e\u7684\u6765\u6e90<\/h2>\n\n\n\n<p>\u5927\u6570\u636e\u7684\u6765\u6e90\u5341\u5206\u5e7f\u6cdb\uff0c\u53ef\u4ee5\u8bf4\u6211\u4eec\u6bcf\u5929\u90fd\u5f9c\u5f89\u4e8e\u5927\u6570\u636e\u4e2d\u3002\u4ece\u65e0\u4eba\u673a\u536b\u661f\u5230\u70e4\u9762\u5305\u673a\uff0c\u6570\u636e\u751f\u6210\u8bbe\u5907\u7684\u6570\u91cf\u6b63\u5728\u4ee5\u60ca\u4eba\u7684\u901f\u5ea6\u589e\u957f\u3002\u4f46\u603b\u7684\u6765\u8bf4\uff0c\u6570\u636e\u6e90\u4e3b\u8981\u5206\u4e3a\u4ee5\u4e0b\u4e09\u7c7b\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"3049\" height=\"1754\" src=\"https:\/\/cdn-docs.pingcode.com\/wp-content\/uploads\/2024\/01\/image-82-25.png?x-oss-process=image\/auto-orient,1\/format,webp\" alt=\"\" class=\"wp-image-69577\"\/><\/figure>\n\n\n\n<p><strong>\u793e\u4ea4\u6570\u636e<\/strong><\/p>\n\n\n\n<p>\u987e\u540d\u601d\u4e49\uff0c\u793e\u4ea4\u6570\u636e\u6765\u6e90\u4e8e\u793e\u4ea4\u5a92\u4f53\u8bc4\u8bba\u3001\u53d1\u5e16\u3001\u56fe\u7247\u4ee5\u53ca\u4e0e\u65e5\u4ff1\u589e\u7684\u89c6\u9891\u6587\u4ef6\u3002\u968f\u7740\u5168\u7403 4G \u548c 5G \u8702\u7a9d\u7f51\u7edc\u7684\u666e\u53ca\uff0c\u9884\u8ba1\u5230&nbsp;2023 \u5e74\uff0c\u5168\u7403\u624b\u673a\u89c6\u9891\u7528\u6237\u5c06\u589e\u81f3 27.2 \u4ebf\u3002\u867d\u7136\u793e\u4ea4\u5a92\u4f53\u53ca\u5176\u4f7f\u7528\u8d8b\u52bf\u77ac\u606f\u4e07\u53d8\u3001\u96be\u4ee5\u9884\u6d4b\uff0c\u4f46\u4f5c\u4e3a\u6570\u5b57\u6570\u636e\u7684\u4e3b\u8981\u6765\u6e90\uff0c\u5176\u7a33\u5b9a\u589e\u957f\u8d8b\u52bf\u662f\u4e0d\u4f1a\u6539\u53d8\u7684\u3002<\/p>\n\n\n\n<p><strong>\u673a\u5668\u6570\u636e<\/strong><\/p>\n\n\n\n<p>\u7269\u8054\u7f51\u8bbe\u5907\u548c\u673a\u5668\u90fd\u914d\u6709\u4f20\u611f\u5668\uff0c\u80fd\u591f\u53d1\u9001\u548c\u63a5\u6536\u6570\u5b57\u6570\u636e\u3002\u7269\u8054\u7f51\u4f20\u611f\u5668\u80fd\u591f\u5e2e\u52a9\u4f01\u4e1a\u91c7\u96c6\u548c\u5904\u7406\u6765\u81ea\u6574\u4e2a\u4f01\u4e1a\u7684\u8bbe\u5907\u3001\u5de5\u5177\u548c\u88c5\u7f6e\u7684\u673a\u5668\u6570\u636e\u3002\u4ece\u5929\u6c14\u548c\u4ea4\u901a\u4f20\u611f\u5668\u5230\u5b89\u5168\u76d1\u63a7\uff0c\u5168\u7403\u8303\u56f4\u5185\u7684\u6570\u636e\u751f\u6210\u8bbe\u5907\u6b63\u5728\u8fc5\u901f\u589e\u591a\u3002\u636e IDC \u4f30\u8ba1\uff0c\u5230 2025 \u5e74\uff0c\u5168\u7403\u7269\u8054\u7f51\u8bbe\u5907\u6570\u91cf\u5c06\u8d85\u8fc7 400 \u4ebf\uff0c\u751f\u6210\u7684\u6570\u636e\u91cf\u51e0\u4e4e\u5360\u5168\u7403\u6570\u5b57\u6570\u636e\u603b\u91cf\u7684\u4e00\u534a\u3002<\/p>\n\n\n\n<p><strong>\u4ea4\u6613\u6570\u636e<\/strong><\/p>\n\n\n\n<p>\u4ea4\u6613\u6570\u636e\u662f\u4e16\u754c\u4e0a\u53d1\u5c55\u901f\u5ea6\u548c\u589e\u957f\u901f\u5ea6\u6700\u5feb\u7684\u6570\u636e\u3002\u4f8b\u5982\uff0c\u4e00\u5bb6\u5927\u578b\u56fd\u9645\u96f6\u552e\u5546\u6bcf\u5c0f\u65f6\u5904\u7406\u8d85\u8fc7 100 \u4e07\u7b14\u5ba2\u6237\u4ea4\u6613\u3002\u60f3\u8c61\u4e00\u4e0b\uff0c\u5168\u7403\u90a3\u4e48\u591a\u91c7\u8d2d\u548c\u94f6\u884c\u4ea4\u6613\uff0c\u751f\u6210\u7684\u6570\u636e\u91cf\u4f1a\u6709\u591a\u4e48\u60ca\u4eba\u3002\u6b64\u5916\uff0c\u4ea4\u6613\u6570\u636e\u8d8a\u6765\u8d8a\u591a\u5730\u7531\u534a\u7ed3\u6784\u5316\u6570\u636e\u7ec4\u6210\uff0c\u5305\u62ec\u56fe\u7247\u548c\u6ce8\u91ca\u7b49\uff0c\u4f7f\u5f97\u7ba1\u7406\u548c\u5904\u7406\u96be\u5ea6\u4e0d\u65ad\u589e\u52a0\u3002&nbsp;&nbsp;<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u5927\u6570\u636e\u7684\u4e94\u5927\u7279\u6027<\/h2>\n\n\n\n<p>\u5927\u578b\u6570\u636e\u96c6\u4e0d\u4e00\u5b9a\u662f\u5927\u6570\u636e\u3002\u8981\u79f0\u4e3a\u5927\u6570\u636e\uff0c\u6570\u636e\u5fc5\u987b\u81f3\u5c11\u5177\u5907\u4ee5\u4e0b\u4e94\u9879\u7279\u6027\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img decoding=\"async\" width=\"2979\" height=\"694\" src=\"https:\/\/cdn-docs.pingcode.com\/wp-content\/uploads\/2024\/01\/image-82-26.png?x-oss-process=image\/auto-orient,1\/format,webp\" alt=\"\" class=\"wp-image-69578\"\/><\/figure>\n\n\n\n<ol>\n<li><strong>\u6570\u636e\u91cf\u5de8\u5927\uff1a<\/strong>\u5c3d\u7ba1\u6570\u636e\u91cf\u4e0d\u662f\u5224\u65ad\u5927\u6570\u636e\u7684\u552f\u4e00\u8981\u7d20\uff0c\u4f46\u7edd\u5bf9\u662f\u4e00\u9879\u4e3b\u8981\u7279\u6027\u3002\u4e3a\u4e86\u5145\u5206\u7ba1\u7406\u548c\u5229\u7528\u5927\u6570\u636e\uff0c\u4f01\u4e1a\u9700\u8981\u91c7\u7528\u9ad8\u7ea7\u7b97\u6cd5\u548c\u7531\u4eba\u5de5\u667a\u80fd\u9a71\u52a8\u7684\u5206\u6790\u5de5\u5177\u3002\u4f46\u5728\u6b64\u4e4b\u524d\uff0c\u4f01\u4e1a\u9700\u8981\u91c7\u7528\u5b89\u5168\u53ef\u9760\u7684\u65b9\u5f0f\u6765\u5b58\u50a8\u3001\u6574\u7406\u548c\u68c0\u7d22\u6570\u4e07\u4ebf\u5b57\u8282\u7684\u6570\u636e\u3002\u5927\u578b\u4f01\u4e1a\u901a\u5e38\u90fd\u62e5\u6709\u5982\u6b64\u89c4\u6a21\u7684\u6570\u636e\u3002<\/li>\n\n\n\n<li><strong>\u5904\u7406\u901f\u5ea6\u5feb\uff1a<\/strong>\u8fc7\u53bb\uff0c\u6570\u636e\u751f\u6210\u540e\uff0c\u5fc5\u987b\u5148\u8f93\u5165\u5230\u4f20\u7edf\u6570\u636e\u5e93\u7cfb\u7edf\u4e2d\uff08\u901a\u5e38\u624b\u52a8\u8fdb\u884c\uff09\uff0c\u7136\u540e\u624d\u80fd\u7528\u4e8e\u5206\u6790\u6216\u68c0\u7d22\u3002\u5982\u4eca\uff0c\u501f\u52a9\u5927\u6570\u636e\u6280\u672f\uff0c\u5728\u6570\u636e\u751f\u6210\u4e4b\u65f6\uff0c\u6570\u636e\u5e93\u5c31\u80fd\u5373\u65f6\u5904\u7406\u3001\u5206\u6790\u548c\u914d\u7f6e\u6570\u636e\uff0c\u6709\u65f6\u751a\u81f3\u5728\u6beb\u79d2\u5185\u5c31\u80fd\u5b8c\u6210\u3002\u8fd9\u6837\u4e00\u6765\uff0c\u4f01\u4e1a\u5c31\u53ef\u4ee5\u5229\u7528\u5b9e\u65f6\u6570\u636e\u6355\u83b7\u8d22\u52a1\u673a\u4f1a\uff0c\u54cd\u5e94\u5ba2\u6237\u9700\u6c42\uff0c\u9884\u9632\u6b3a\u8bc8\uff0c\u5e76\u5904\u7406\u5bf9\u901f\u5ea6\u8981\u6c42\u6781\u9ad8\u7684\u4efb\u4f55\u5176\u4ed6\u6d3b\u52a8\u3002<\/li>\n\n\n\n<li><strong>\u79cd\u7c7b\u591a\u6837\u5316\uff1a<\/strong>\u5982\u679c\u6570\u636e\u96c6\u4e2d\u53ea\u5305\u542b\u7ed3\u6784\u5316\u6570\u636e\uff0c\u65e0\u8bba\u5176\u89c4\u6a21\u591a\u4e48\u5e9e\u5927\uff0c\u90fd\u4e0d\u662f\u5927\u6570\u636e\u3002\u5927\u6570\u636e\u901a\u5e38\u7531\u7ed3\u6784\u5316\u3001\u975e\u7ed3\u6784\u5316\u548c\u534a\u7ed3\u6784\u5316\u6570\u636e\u7ec4\u6210\u3002\u4f20\u7edf\u7684\u6570\u636e\u5e93\u548c\u6570\u636e\u7ba1\u7406\u89e3\u51b3\u65b9\u6848\u7f3a\u4e4f\u7075\u6d3b\u6027\u4e14\u529f\u80fd\u8303\u56f4\u6709\u9650\uff0c\u6839\u672c\u65e0\u6cd5\u5e94\u5bf9\u5927\u6570\u636e\u4e2d\u5404\u79cd\u4e0d\u540c\u4e14\u590d\u6742\u7684\u6570\u636e\u96c6\u3002<\/li>\n\n\n\n<li><strong>\u51c6\u786e\u53ef\u9760\uff1a<\/strong>\u5c3d\u7ba1\u501f\u52a9\u73b0\u4ee3\u6570\u636e\u5e93\u6280\u672f\uff0c\u4f01\u4e1a\u80fd\u591f\u91c7\u96c6\u548c\u7406\u89e3\u5927\u91cf\u4e0d\u540c\u7c7b\u578b\u7684\u6570\u636e\uff0c\u4f46\u53ea\u6709\u51c6\u786e\u3001\u76f8\u5173\u548c\u53ca\u65f6\u7684\u6570\u636e\u624d\u5177\u6709\u4ef7\u503c\u3002\u5bf9\u4e8e\u4ec5\u5b58\u50a8\u7ed3\u6784\u5316\u6570\u636e\u7684\u4f20\u7edf\u6570\u636e\u5e93\uff0c\u8bed\u6cd5\u9519\u8bef\u548c\u62fc\u5199\u9519\u8bef\u5c61\u89c1\u4e0d\u9c9c\u3002\u800c\u5728\u975e\u7ed3\u6784\u5316\u6570\u636e\u65b9\u9762\uff0c\u6211\u4eec\u9762\u4e34\u4e00\u7cfb\u5217\u5168\u65b0\u7684\u6570\u636e\u51c6\u786e\u6027\u6311\u6218\u3002\u4eba\u7c7b\u504f\u89c1\u3001\u793e\u4ea4\u5e72\u6270\u4fe1\u606f\u548c\u6570\u636e\u6765\u6e90\u95ee\u9898\u90fd\u4f1a\u5f71\u54cd\u6570\u636e\u8d28\u91cf\u3002<\/li>\n\n\n\n<li><strong>\u4ea4\u4ed8\u4ef7\u503c\uff1a<\/strong>\u6beb\u65e0\u7591\u95ee\uff0c\u5927\u6570\u636e\u5206\u6790\u4ea7\u751f\u7684\u7ed3\u679c\u5f80\u5f80\u51fa\u4eba\u610f\u6599\u4e14\u6781\u5177\u5438\u5f15\u529b\u3002\u4f46\u662f\uff0c\u5bf9\u4e8e\u4f01\u4e1a\u800c\u8a00\uff0c\u5927\u6570\u636e\u5206\u6790\u63d0\u4f9b\u7684\u6d1e\u5bdf\u5fc5\u987b\u80fd\u591f\u5e2e\u52a9\u4f01\u4e1a\u63d0\u9ad8\u7ade\u4e89\u529b\u548c\u97e7\u6027\uff0c\u5e76\u4e3a\u5ba2\u6237\u63d0\u4f9b\u66f4\u5353\u8d8a\u7684\u670d\u52a1\u3002\u73b0\u4ee3\u5927\u6570\u636e\u6280\u672f\u63d0\u4f9b\u4e86\u6570\u636e\u91c7\u96c6\u548c\u6570\u636e\u68c0\u7d22\u529f\u80fd\uff0c\u80fd\u591f\u5e2e\u52a9\u4f01\u4e1a\u5927\u5e45\u63d0\u5347\u5229\u6da6\u548c\u8fd0\u8425\u97e7\u6027\u3002<\/li>\n<\/ol>\n\n\n\n<h2 class=\"wp-block-heading\">\u5927\u6570\u636e\u7684\u4f18\u52bf<\/h2>\n\n\n\n<p>\u501f\u52a9\u73b0\u4ee3\u5927\u6570\u636e\u7ba1\u7406\u89e3\u51b3\u65b9\u6848\uff0c\u5927\u6570\u636e\u5206\u6790\u5de5\u4f5c\u66f4\u52a0\u667a\u80fd\u5316\uff0c\u4f01\u4e1a\u80fd\u591f\u4ee5\u524d\u6240\u672a\u6709\u7684\u901f\u5ea6\u548c\u51c6\u786e\u5ea6\u5c06\u539f\u59cb\u6570\u636e\u8f6c\u5316\u4e3a\u76f8\u5173\u6d1e\u5bdf\u3002<\/p>\n\n\n\n<ul>\n<li><strong>\u4ea7\u54c1\u548c\u670d\u52a1\u5f00\u53d1\uff1a<\/strong>\u501f\u52a9\u5927\u6570\u636e\u5206\u6790\uff0c\u4ea7\u54c1\u5f00\u53d1\u4eba\u5458\u80fd\u591f\u5206\u6790\u975e\u7ed3\u6784\u5316\u6570\u636e\uff0c\u5982\u5ba2\u6237\u8bc4\u8bba\u548c\u6587\u5316\u8d8b\u52bf\uff0c\u5e76\u5feb\u901f\u4f5c\u51fa\u54cd\u5e94\u3002<\/li>\n\n\n\n<li><strong>\u9884\u6d4b\u6027\u7ef4\u62a4\uff1a<\/strong>\u5728\u4e00\u9879\u5168\u7403\u8c03\u67e5\u4e2d\uff0c\u9ea6\u80af\u9521 (McKinsey) \u53d1\u73b0\uff0c\u901a\u8fc7\u5bf9\u7269\u8054\u7f51\u673a\u5668\u751f\u6210\u7684\u5927\u6570\u636e\u8fdb\u884c\u5206\u6790\uff0c\u8bbe\u5907\u7ef4\u62a4\u6210\u672c\u53ef\u4ee5\u964d\u4f4e 40%\u3002<\/li>\n\n\n\n<li><strong>\u5ba2\u6237\u4f53\u9a8c\uff1a<\/strong>Gartner \u5728 2020 \u5e74\u5bf9\u5168\u7403\u4f01\u4e1a\u9886\u5bfc\u8005\u5f00\u5c55\u7684\u4e00\u9879\u8c03\u67e5\u4e2d\u53d1\u73b0\uff0c\u76f8\u6bd4\u975e\u6210\u957f\u578b\u4f01\u4e1a\uff0c\u6210\u957f\u578b\u4f01\u4e1a\u91c7\u96c6\u5ba2\u6237\u4f53\u9a8c\u6570\u636e\u7684\u79ef\u6781\u6027\u66f4\u9ad8\u3002\u501f\u52a9\u5927\u6570\u636e\u5206\u6790\uff0c\u4f01\u4e1a\u53ef\u4ee5\u6253\u9020\u66f4\u5353\u8d8a\u7684\u4e2a\u6027\u5316\u5ba2\u6237\u4f53\u9a8c\u3002<\/li>\n\n\n\n<li><strong>\u97e7\u6027\u548c\u98ce\u9669\u7ba1\u7406\uff1a<\/strong>\u65b0\u51a0\u75ab\u60c5\u7684\u53d1\u751f\u8ba9\u8bb8\u591a\u4f01\u4e1a\u9886\u5bfc\u8005\u731b\u7136\u610f\u8bc6\u5230\uff0c\u4ed6\u4eec\u7684\u4f01\u4e1a\u8fd0\u8425\u5728\u9762\u4e34\u610f\u5916\u4e2d\u65ad\u65f6\u591a\u4e48\u4e0d\u582a\u4e00\u51fb\u3002\u5927\u6570\u636e\u6d1e\u5bdf\u80fd\u591f\u5e2e\u52a9\u4f01\u4e1a\u9884\u6d4b\u98ce\u9669\uff0c\u5e76\u4e3a\u610f\u5916\u4e8b\u4ef6\u505a\u597d\u51c6\u5907\u3002<\/li>\n\n\n\n<li><strong>\u8282\u7701\u6210\u672c\u548c\u63d0\u9ad8\u6548\u7387\uff1a<\/strong>\u5f53\u4f01\u4e1a\u5c06\u9ad8\u7ea7\u5927\u6570\u636e\u5206\u6790\u6280\u672f\u5e94\u7528\u4e8e\u4f01\u4e1a\u7684\u6240\u6709\u6d41\u7a0b\u65f6\uff0c\u4ed6\u4eec\u4e0d\u4ec5\u80fd\u591f\u53d1\u73b0\u6548\u7387\u4f4e\u4e0b\u4e4b\u5904\uff0c\u8fd8\u80fd\u5b9e\u65bd\u5feb\u901f\u3001\u6709\u6548\u7684\u89e3\u51b3\u65b9\u6848\u3002<\/li>\n\n\n\n<li><strong>\u63d0\u9ad8\u7ade\u4e89\u529b\uff1a<\/strong>\u5229\u7528\u5927\u6570\u636e\u5206\u6790\u6280\u672f\u6240\u5f97\u5230\u7684\u6570\u636e\u6d1e\u5bdf\u80fd\u591f\u5e2e\u52a9\u4f01\u4e1a\u8282\u7ea6\u8d44\u91d1\uff0c\u63d0\u9ad8\u5ba2\u6237\u6ee1\u610f\u5ea6\uff0c\u6253\u9020\u66f4\u4f18\u8d28\u7684\u4ea7\u54c1\uff0c\u5e76\u9769\u65b0\u4e1a\u52a1\u8fd0\u8425\u3002<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\">\u4eba\u5de5\u667a\u80fd\u548c\u5927\u6570\u636e<\/h2>\n\n\n\n<p>\u5927\u6570\u636e\u7ba1\u7406\u4f9d\u8d56\u4e8e\u80fd\u591f\u5904\u7406\u5e76\u6709\u6548\u5206\u6790\u5927\u91cf\u4e0d\u540c\u590d\u6742\u4fe1\u606f\u7684\u667a\u80fd\u5316\u5927\u6570\u636e\u5e94\u7528\u7cfb\u7edf\u3002\u5728\u8fd9\u65b9\u9762\uff0c\u5927\u6570\u636e\u548c\u4eba\u5de5\u667a\u80fd\u76f8\u8f85\u76f8\u6210\u3002\u5982\u679c\u6ca1\u6709\u4eba\u5de5\u667a\u80fd\u5e2e\u52a9\u6574\u7406\u5927\u6570\u636e\u5e76\u8fdb\u884c\u5927\u6570\u636e\u5206\u6790\uff0c\u5927\u6570\u636e\u5c31\u65e0\u6cd5\u53d1\u6325\u5b9e\u9645\u7528\u9014\u3002\u4eba\u5de5\u667a\u80fd\u4e5f\u6709\u8d56\u4e8e\u5927\u6570\u636e\u4e2d\u5305\u542b\u7684\u5e7f\u6cdb\u6570\u636e\u96c6\u6765\u4ea4\u4ed8\u53ef\u636e\u4ee5\u91c7\u53d6\u884c\u52a8\u7684\u5206\u6790\u7ed3\u679c\u3002\u6b63\u5982 Forrester Research \u5206\u6790\u5e08 Brandon Purcell \u6240\u8a00\uff1a\u201c\u6570\u636e\u662f\u4eba\u5de5\u667a\u80fd\u7684\u547d\u8109\u3002\u4eba\u5de5\u667a\u80fd\u7cfb\u7edf\u9700\u8981\u4ece\u6570\u636e\u4e2d\u5b66\u4e60\uff0c\u624d\u80fd\u5b9e\u73b0\u81ea\u8eab\u7684\u529f\u80fd\u3002\u201d<\/p>\n\n\n\n<blockquote class=\"wp-block-quote\">\n<p><em>\u6570\u636e\u662f\u4eba\u5de5\u667a\u80fd\u7684\u547d\u8109\u3002\u4eba\u5de5\u667a\u80fd\u7cfb\u7edf\u9700\u8981\u4ece\u6570\u636e\u4e2d\u5b66\u4e60\uff0c\u624d\u80fd\u5b9e\u73b0\u81ea\u8eab\u7684\u529f\u80fd\u3002<\/em><\/p>\n\n\n\n<p>\u2013 Brandon Purcell\uff0cForrester Research \u5206\u6790\u5e08<\/p>\n<\/blockquote>\n\n\n\n<p>\u9664\u4e86\u5927\u6570\u636e\u5916\uff0c\u8d8a\u6765\u8d8a\u591a\u7684\u4f01\u4e1a\u5f00\u59cb\u4f7f\u7528\u201c\u5c0f\u6570\u636e\u201d\u8bad\u7ec3 <a href=\"https:\/\/docs.pingcode.com\/blog\/59162.html\" target=\"_blank\">AI<\/a> \u548c\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u3002\u5c0f\u6570\u636e\u96c6\u4e2d\u8574\u85cf\u7740\u5b9d\u8d35\u7684\u4fe1\u606f\uff0c\u6bd4\u5982\u8425\u9500\u8c03\u67e5\u3001\u7535\u5b50\u8868\u683c\u3001\u7535\u5b50\u90ae\u4ef6\u3001\u4f1a\u8bae\u7eaa\u8981\uff0c\u751a\u81f3\u4e2a\u4eba\u793e\u4ea4\u5a92\u4f53\u5e16\u5b50\u7b49\u6570\u636e\u96c6\uff0c\u4f46\u662f\u8fd9\u7c7b\u6570\u636e\u96c6\u5374\u7ecf\u5e38\u88ab\u5ffd\u89c6\u3002\u5f52\u6839\u7ed3\u5e95\uff0c\u7528\u4e8e\u8bad\u7ec3\u7b97\u6cd5\u7684\u6570\u636e\u8d8a\u591a\uff0c\u8f93\u51fa\u7ed3\u679c\u5c31\u8d8a\u597d\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u673a\u5668\u5b66\u4e60\u548c\u5927\u6570\u636e<\/h2>\n\n\n\n<p>\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u80fd\u591f\u5b9a\u4e49\u4f20\u5165\u7684\u6570\u636e\u5e76\u8bc6\u522b\u5176\u4e2d\u7684\u6a21\u5f0f\u3002\u8fd9\u4e9b\u6d1e\u5bdf\u6709\u52a9\u4e8e\u4f01\u4e1a\u5236\u5b9a\u660e\u667a\u7684\u4e1a\u52a1\u51b3\u7b56\u5e76\u5b9e\u73b0\u6d41\u7a0b\u81ea\u52a8\u5316\u3002\u673a\u5668\u5b66\u4e60\u7684\u53d1\u5c55\u6709\u8d56\u4e8e\u5927\u6570\u636e\uff0c\u56e0\u4e3a\u5206\u6790\u7684\u6570\u636e\u96c6\u8d28\u91cf\u8d8a\u9ad8\uff0c\u7cfb\u7edf\u4e0d\u65ad\u5b66\u4e60\u3001\u53d1\u5c55\u548c\u8c03\u6574\u81ea\u6211\u7684\u673a\u4f1a\u5c31\u8d8a\u5927\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u5927\u6570\u636e\u6280\u672f<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u5927\u6570\u636e\u67b6\u6784<\/h3>\n\n\n\n<p>\u5927\u6570\u636e\u67b6\u6784\u5c31\u50cf\u5efa\u7b51\u65bd\u5de5\u4e2d\u7684\u67b6\u6784\u4e00\u6837\uff0c\u4e3a\u4f01\u4e1a\u5982\u4f55\u7ba1\u7406\u548c\u5206\u6790\u6570\u636e\u63d0\u4f9b\u4e86\u57fa\u7840\u7ed3\u6784\u84dd\u56fe\u3002\u5927\u6570\u636e\u67b6\u6784\u5c06\u5927\u6570\u636e\u7ba1\u7406\u6d41\u7a0b\u5206\u4e3a\u56db\u4e2a\u57fa\u672c\u5c42\u7ea7\uff0c\u9996\u5148\u662f\u6570\u636e\u6e90\uff0c\u7136\u540e\u662f\u6570\u636e\u5b58\u50a8\uff0c\u518d\u662f\u5927\u6570\u636e\u5206\u6790\uff0c\u6700\u540e\u662f\u4f7f\u7528\u5c42\uff0c\u5728\u8fd9\u4e2a\u5c42\u7ea7\uff0c\u5206\u6790\u7ed3\u679c\u4ee5\u5546\u4e1a\u667a\u80fd\u7684\u5f62\u5f0f\u5448\u73b0\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u5927\u6570\u636e\u5206\u6790<\/h3>\n\n\n\n<p>\u5927\u6570\u636e\u5206\u6790\u6d41\u7a0b\u5229\u7528\u4e13\u95e8\u9488\u5bf9\u5927\u6570\u636e\u7279\u5f81\u6784\u5efa\u7684\u6570\u636e\u6a21\u578b\u548c\u7b97\u6cd5\uff0c\u5b9e\u73b0\u6709\u610f\u4e49\u7684\u6570\u636e\u53ef\u89c6\u5316\u3002\u5728\u9ebb\u7701\u7406\u5de5\u65af\u9686\u7ba1\u7406\u5b66\u9662\u8fdb\u884c\u7684\u4e00\u9879\u6df1\u5165\u8c03\u7814\u4e2d\uff0c\u8d85\u8fc7 2,000 \u540d\u4f01\u4e1a\u9886\u5bfc\u8005\u4ecb\u7ecd\u4e86\u4ed6\u4eec\u7684\u5927\u6570\u636e\u5206\u6790\u60c5\u51b5\u3002\u4e0d\u51fa\u6240\u6599\uff0c\u90a3\u4e9b\u79ef\u6781\u5236\u5b9a\u548c\u652f\u6301\u5927\u6570\u636e\u7ba1\u7406\u6218\u7565\u7684\u4f01\u4e1a\u53d6\u5f97\u4e86\u6700\u5353\u8d8a\u7684\u4e1a\u52a1\u6210\u679c\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u5927\u6570\u636e\u548c Apache Hadoop<\/h3>\n\n\n\n<p>\u60f3\u8c61\u4e00\u4e0b\uff0c10 \u4e2a\u4e00\u89d2\u786c\u5e01\u548c 100 \u4e2a\u4e94\u5206\u786c\u5e01\u6df7\u5728\u4e00\u4e2a\u5927\u76d2\u5b50\u91cc\u3002\u518d\u60f3\u8c61\u4e00\u4e0b\uff0c10 \u4e2a\u5c0f\u76d2\u5b50\u5e76\u6392\u653e\u7740\uff0c\u6bcf\u4e2a\u76d2\u5b50\u4e2d\u6709 10 \u4e2a\u4e94\u5206\u786c\u5e01\u548c 1 \u4e2a\u4e00\u89d2\u786c\u5e01\u3002\u54ea\u79cd\u60c5\u51b5\u66f4\u5bb9\u6613\u627e\u5230\u4e00\u89d2\u786c\u5e01\uff1fHadoop&nbsp;\u7684\u5de5\u4f5c\u539f\u7406\u4e0e\u8fd9\u57fa\u672c\u76f8\u4f3c\u3002Hadoop \u662f\u4e00\u4e2a\u5f00\u6e90\u6846\u67b6\uff0c\u5c06\u5f88\u591a\u8ba1\u7b97\u673a\u4e92\u8054\u8d77\u6765\uff0c\u7ec4\u6210\u4e00\u4e2a\u7f51\u7edc\uff0c\u8fdb\u884c\u5206\u5e03\u5f0f\u5927\u6570\u636e\u5904\u7406\u3002\u6240\u4ee5\uff0cHadoop \u4e0d\u662f\u4f7f\u7528\u4e00\u53f0\u5927\u578b\u8ba1\u7b97\u673a\u5b58\u50a8\u548c\u5904\u7406\u6240\u6709\u6570\u636e\uff0c\u800c\u662f\u5c06\u591a\u53f0\u8ba1\u7b97\u673a\u805a\u96c6\u5230\u4e00\u4e2a\u51e0\u4e4e\u65e0\u9650\u53ef\u6269\u5c55\u7684\u7f51\u7edc\u4e2d\uff0c\u5e76\u884c\u5206\u6790\u6570\u636e\u3002\u8be5\u6d41\u7a0b\u901a\u5e38\u4f7f\u7528&nbsp;MapReduce&nbsp;\u7f16\u7a0b\u6a21\u578b\uff0c\u901a\u8fc7\u7f16\u6392\u5206\u5e03\u5f0f\u8ba1\u7b97\u673a\u6765\u534f\u8c03\u5927\u6570\u636e\u5904\u7406\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u6570\u636e\u6e56\u3001\u6570\u636e\u4ed3\u5e93\u548c NoSQL \u6570\u636e\u5e93<\/h3>\n\n\n\n<p>\u4f20\u7edf SQL \u7535\u5b50\u8868\u683c\u5f0f\u6570\u636e\u5e93\u7528\u4e8e\u5b58\u50a8\u7ed3\u6784\u5316\u6570\u636e\u3002\u975e\u7ed3\u6784\u5316\u548c\u534a\u7ed3\u6784\u5316\u5927\u6570\u636e\u9700\u8981\u72ec\u7279\u7684\u5b58\u50a8\u548c\u5904\u7406\u6a21\u5f0f\uff0c\u56e0\u4e3a\u8fd9\u4e9b\u6570\u636e\u4e0d\u9002\u4e8e\u5efa\u7d22\u5f15\u548c\u5206\u7c7b\u3002\u6570\u636e\u6e56\u3001\u6570\u636e\u4ed3\u5e93\u548c NoSQL \u6570\u636e\u5e93\u90fd\u662f\u7528\u6765\u7ba1\u7406\u975e\u4f20\u7edf\u6570\u636e\u96c6\u7684\u6570\u636e\u5e93\u3002\u6570\u636e\u6e56\u4e3b\u8981\u5b58\u50a8\u5c1a\u672a\u5904\u7406\u7684\u5927\u91cf\u539f\u59cb\u6570\u636e\u3002\u6570\u636e\u4ed3\u5e93\u4e3b\u8981\u5b58\u50a8\u5df2\u9488\u5bf9\u7279\u5b9a\u76ee\u7684\u8fdb\u884c\u5904\u7406\u7684\u6570\u636e\u3002NoSQL \u6570\u636e\u5e93\u5219\u975e\u5e38\u7075\u6d3b\uff0c\u53ef\u4ee5\u6839\u636e\u8981\u5904\u7406\u7684\u6570\u636e\u6027\u8d28\u8fdb\u884c\u8c03\u6574\u3002\u8fd9\u4e9b\u7cfb\u7edf\u90fd\u5404\u6709\u4f18\u7f3a\u70b9\uff0c\u8bb8\u591a\u4f01\u4e1a\u4f1a\u7ec4\u5408\u4f7f\u7528\u4e0d\u540c\u7684\u6570\u636e\u5b58\u50a8\u5e93\u6765\u6ee1\u8db3\u81ea\u8eab\u9700\u6c42\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u5185\u5b58\u6570\u636e\u5e93<\/h3>\n\n\n\n<p>\u4f20\u7edf\u7684\u78c1\u76d8\u6570\u636e\u5e93\u662f\u57fa\u4e8e SQL \u548c\u5173\u7cfb\u578b\u6570\u636e\u5e93\u6280\u672f\u5f00\u53d1\u7684\u3002\u867d\u7136\u8fd9\u4e9b\u6570\u636e\u5e93\u80fd\u591f\u5904\u7406\u5927\u91cf\u7ed3\u6784\u5316\u6570\u636e\uff0c\u4f46\u5e76\u4e0d\u9002\u5408\u5b58\u50a8\u548c\u5904\u7406\u975e\u7ed3\u6784\u5316\u6570\u636e\u3002\u5bf9\u4e8e\u5185\u5b58\u6570\u636e\u5e93\uff0c\u6570\u636e\u5904\u7406\u548c\u5206\u6790\u5b8c\u5168\u5728 RAM \u4e2d\u8fdb\u884c\uff0c\u65e0\u9700\u4ece\u57fa\u4e8e\u78c1\u76d8\u7684\u7cfb\u7edf\u4e2d\u68c0\u7d22\u6570\u636e\u3002\u800c\u4e14\uff0c\u5185\u5b58\u6570\u636e\u5e93\u4e5f\u662f\u57fa\u4e8e\u5206\u5e03\u5f0f\u67b6\u6784\u6784\u5efa\u3002\u8fd9\u610f\u5473\u7740\uff0c\u4e0e\u57fa\u4e8e\u78c1\u76d8\u7684\u5355\u8282\u70b9\u6570\u636e\u5e93\u6a21\u578b\u76f8\u6bd4\uff0c\u5185\u5b58\u6570\u636e\u5e93\u53ef\u4ee5\u5e76\u884c\u5904\u7406\u6570\u636e\uff0c\u63d0\u9ad8\u901f\u5ea6\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u5982\u4f55\u5229\u7528\u5927\u6570\u636e\uff1f<\/h2>\n\n\n\n<p>\u5982\u4f55\u4f7f\u5927\u6570\u636e\u7684\u4ef7\u503c\u4f53\u73b0\u5230\u4f01\u4e1a\u8fd0\u8425\u4e2d\uff1f\u53ea\u6709\u901a\u8fc7\u5927\u6570\u636e\u5206\u6790\u4f01\u4e1a\u83b7\u5f97\u76f8\u5173\u4e14\u53ef\u636e\u4ee5\u91c7\u53d6\u884c\u52a8\u7684\u6d1e\u5bdf\uff0c\u8fbe\u5230\u5e2e\u52a9\u4f01\u4e1a\u663e\u8457\u6539\u5584\u4e1a\u52a1\u8fd0\u8425\u7684\u76ee\u7684\uff0c\u5927\u6570\u636e\u7684\u4ef7\u503c\u624d\u771f\u6b63\u5f97\u5230\u4f53\u73b0\u3002\u5728\u4e3a\u5927\u6570\u636e\u8f6c\u578b\u505a\u51c6\u5907\u65f6\uff0c\u4f01\u4e1a\u5e94\u786e\u4fdd\u5176\u7cfb\u7edf\u548c\u6d41\u7a0b\u90fd\u5177\u5907\u91c7\u96c6\u3001\u5b58\u50a8\u548c\u5206\u6790\u5927\u6570\u636e\u7684\u80fd\u529b\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"2951\" height=\"919\" src=\"https:\/\/cdn-docs.pingcode.com\/wp-content\/uploads\/2024\/01\/image-82-27.png?x-oss-process=image\/auto-orient,1\/format,webp\" alt=\"\" class=\"wp-image-69579\"\/><\/figure>\n\n\n\n<ol>\n<li><strong>\u91c7\u96c6\u5927\u6570\u636e\u3002<\/strong>\u5f88\u591a\u5927\u6570\u636e\u662f\u7531\u6765\u81ea\u5404\u79cd\u4e0d\u540c\u6570\u636e\u6e90\u7684\u5927\u91cf\u975e\u7ed3\u6784\u5316\u6570\u636e\u7ec4\u6210\u3002\u4f20\u7edf\u7684\u78c1\u76d8\u6570\u636e\u5e93\u548c\u6570\u636e\u96c6\u6210\u673a\u5236\u6839\u672c\u65e0\u6cd5\u5904\u7406\u8fd9\u79cd\u6570\u636e\u3002\u8981\u60f3\u6709\u6548\u7ba1\u7406\u5927\u6570\u636e\uff0c\u4f01\u4e1a\u9700\u8981\u91c7\u7528\u4e13\u4e3a\u5927\u6570\u636e\u91c7\u96c6\u6253\u9020\u7684\u5185\u5b58\u6570\u636e\u5e93\u89e3\u51b3\u65b9\u6848\u548c\u8f6f\u4ef6\u89e3\u51b3\u65b9\u6848\u3002<\/li>\n\n\n\n<li><strong>\u5b58\u50a8\u5927\u6570\u636e\u3002<\/strong>\u987e\u540d\u601d\u4e49\uff0c\u5927\u6570\u636e\u7684\u6570\u636e\u91cf\u975e\u5e38\u5927\u3002\u8bb8\u591a\u4f01\u4e1a\u90fd\u662f\u91c7\u7528\u672c\u5730\u5b58\u50a8\u89e3\u51b3\u65b9\u6848\u7ba1\u7406\u73b0\u6709\u6570\u636e\u3002\u4e3a\u4e86\u8282\u7ea6\u6210\u672c\uff0c\u4ed6\u4eec\u5e0c\u671b\u53ef\u4ee5\u7ee7\u7eed\u5229\u7528\u8fd9\u4e9b\u5b58\u50a8\u5e93\u6ee1\u8db3\u5927\u6570\u636e\u5904\u7406\u9700\u6c42\u3002\u4f46\u662f\uff0c\u5927\u6570\u636e\u53ea\u6709\u5728\u4e0d\u53d7\u5927\u5c0f\u548c\u5185\u5b58\u9650\u5236\u7ea6\u675f\u7684\u60c5\u51b5\u4e0b\u624d\u80fd\u53d1\u6325\u6700\u5927\u6548\u7528\u3002\u5982\u679c\u4f01\u4e1a\u4e00\u5f00\u59cb\u6ca1\u6709\u5c06\u4e91\u5b58\u50a8\u89e3\u51b3\u65b9\u6848\u878d\u5165\u5927\u6570\u636e\u6a21\u578b\u4e2d\uff0c\u90a3\u4e48\u51e0\u4e2a\u6708\u540e\u5f80\u5f80\u4f1a\u8ffd\u6094\u83ab\u53ca\u3002<\/li>\n\n\n\n<li><strong>\u5206\u6790\u5927\u6570\u636e\u3002<\/strong>\u5982\u679c\u4e0d\u5c06\u4eba\u5de5\u667a\u80fd\u548c\u673a\u5668\u5b66\u4e60\u6280\u672f\u5e94\u7528\u4e8e\u5927\u6570\u636e\u5206\u6790\uff0c\u5c31\u65e0\u6cd5\u5145\u5206\u53d1\u6325\u5927\u6570\u636e\u7684\u6f5c\u80fd\u3002\u5927\u6570\u636e\u7684\u4e94\u5927\u7279\u6027\u4e4b\u4e00\u662f\u201c\u5904\u7406\u901f\u5ea6\u5feb\u201d\u3002\u8981\u60f3\u8ba9\u5927\u6570\u636e\u6d1e\u5bdf\u6709\u6548\u4e14\u5177\u6709\u4ef7\u503c\uff0c\u901f\u5ea6\u81f3\u5173\u91cd\u8981\u3002\u5206\u6790\u6d41\u7a0b\u5fc5\u987b\u80fd\u591f\u81ea\u6211\u4f18\u5316\uff0c\u5e76\u80fd\u591f\u5b9a\u671f\u4ece\u7ecf\u9a8c\u4e2d\u5b66\u4e60\uff0c\u800c\u8fd9\u4e9b\u53ea\u6709\u5229\u7528\u4eba\u5de5\u667a\u80fd\u548c\u73b0\u4ee3\u6570\u636e\u5e93\u6280\u672f\u624d\u80fd\u505a\u5230\u3002<\/li>\n<\/ol>\n\n\n\n<h2 class=\"wp-block-heading\">\u5927\u6570\u636e\u5e94\u7528<\/h2>\n\n\n\n<p><br>\u5927\u6570\u636e\u63d0\u4f9b\u7684\u6d1e\u5bdf\u548c\u6df1\u5ea6\u5b66\u4e60\u51e0\u4e4e\u80fd\u4e3a\u4efb\u4f55\u4f01\u4e1a\u6216\u884c\u4e1a\u5e26\u6765\u6536\u76ca\u3002\u4f46\u662f\uff0c\u5177\u6709\u590d\u6742\u8fd0\u8425\u804c\u80fd\u7684\u5927\u578b\u7ec4\u7ec7\u901a\u5e38\u80fd\u591f\u6700\u6709\u6548\u5730\u5229\u7528\u5927\u6570\u636e<strong>\u3002<\/strong><\/p>\n\n\n\n<ul>\n<li><strong>\u91d1\u878d<\/strong><br>Journal of Big Data \u53d1\u8868\u7684\u4e00\u9879&nbsp;2020 \u5e74\u7814\u7a76\u6307\u51fa\uff0c\u5927\u6570\u636e\u201c\u5728\u6539\u53d8\u91d1\u878d\u670d\u52a1\u884c\u4e1a\u65b9\u9762\u53d1\u6325\u7740\u91cd\u8981\u4f5c\u7528\uff0c\u5c24\u5176\u662f\u5728\u8d38\u6613\u548c\u6295\u8d44\u3001\u7a0e\u52a1\u6539\u9769\u3001\u6b3a\u8bc8\u68c0\u6d4b\u548c\u8c03\u67e5\u3001\u98ce\u9669\u5206\u6790\u4ee5\u53ca\u81ea\u52a8\u5316\u7b49\u9886\u57df\u3002\u201d\u5927\u6570\u636e\u8fd8\u6709\u52a9\u4e8e\u63a8\u52a8\u91d1\u878d\u884c\u4e1a\u8f6c\u578b\u3002\u901a\u8fc7\u5206\u6790\u5ba2\u6237\u6570\u636e\u548c\u53cd\u9988\uff0c\u4f01\u4e1a\u80fd\u591f\u83b7\u5f97\u5b9d\u8d35\u7684\u6d1e\u5bdf\uff0c\u8fdb\u800c\u63d0\u5347\u5ba2\u6237\u4f53\u9a8c\u548c\u6ee1\u610f\u5ea6\u3002\u4ea4\u6613\u6570\u636e\u96c6\u662f\u4e16\u754c\u4e0a\u53d1\u5c55\u901f\u5ea6\u6700\u5feb\u548c\u89c4\u6a21\u6700\u5927\u7684\u6570\u636e\u96c6\u3002\u5982\u4eca\uff0c\u8d8a\u6765\u8d8a\u591a\u7684\u4f01\u4e1a\u91c7\u7528\u5148\u8fdb\u7684\u5927\u6570\u636e\u7ba1\u7406\u89e3\u51b3\u65b9\u6848\uff0c\u8fd9\u6709\u52a9\u4e8e\u94f6\u884c\u548c\u91d1\u878d\u673a\u6784\u4fdd\u62a4\u8fd9\u4e9b\u6570\u636e\uff0c\u5e76\u901a\u8fc7\u5bf9\u5ba2\u6237\u548c\u4f01\u4e1a\u6709\u5229\u7684\u65b9\u5f0f\u4f7f\u7528\u8fd9\u4e9b\u6570\u636e\u3002<\/li>\n\n\n\n<li><strong>\u533b\u7597<\/strong><br>\u5927\u6570\u636e\u5206\u6790\u53ef\u4ee5\u5e2e\u52a9\u533b\u7597\u4e13\u4e1a\u4eba\u5458\u505a\u51fa\u66f4\u51c6\u786e\u7684\u3001\u57fa\u4e8e\u8bc1\u636e\u7684\u8bca\u65ad\u3002\u6b64\u5916\uff0c\u5927\u6570\u636e\u8fd8\u6709\u52a9\u4e8e\u533b\u9662\u7ba1\u7406\u4eba\u5458\u53d1\u73b0\u8d8b\u52bf\uff0c\u7ba1\u7406\u98ce\u9669\uff0c\u5e76\u6700\u5927\u9650\u5ea6\u5730\u51cf\u5c11\u4e0d\u5fc5\u8981\u7684\u652f\u51fa\uff0c\u5c06\u66f4\u591a\u7684\u9884\u7b97\u6295\u5165\u5230\u60a3\u8005\u62a4\u7406\u548c\u7814\u7a76\u9886\u57df\u3002\u5728\u65b0\u51a0\u75ab\u60c5\u671f\u95f4\uff0c\u5168\u7403\u7684\u7814\u7a76\u79d1\u5b66\u5bb6\u90fd\u5728\u52aa\u529b\u5bfb\u627e\u6709\u6548\u7684\u9632\u63a7\u63aa\u65bd\uff0c\u800c\u5927\u6570\u636e\u5728\u8fd9\u4e2a\u8fc7\u7a0b\u4e2d\u53d1\u6325\u7740\u5de8\u5927\u4f5c\u7528\u30022020 \u5e74 7 \u6708\u300a\u79d1\u5b66\u5bb6\u300b(The Scientist) \u6742\u5fd7\u53d1\u8868\u4e86\u4e00\u7bc7\u6587\u7ae0\uff0c\u4ecb\u7ecd\u4e86\u533b\u7597\u56e2\u961f\u5982\u4f55\u901a\u8fc7\u534f\u4f5c\u548c\u5206\u6790\u5927\u6570\u636e\u5bf9\u6297\u65b0\u51a0\u75c5\u6bd2\uff1a\u201c\u6211\u4eec\u4ee5\u524d\u6240\u672a\u6709\u7684\u65b9\u5f0f\u5229\u7528\u5927\u6570\u636e\u548c\u6570\u636e\u79d1\u5b66\u5de5\u5177\u548c\u8d44\u6e90\uff0c\u6539\u53d8\u4e86\u4f20\u7edf\u7684\u4e34\u5e8a\u79d1\u5b66\u7814\u7a76\u65b9\u6cd5\u3002\u201d<\/li>\n\n\n\n<li><strong>\u8fd0\u8f93\u548c\u7269\u6d41<\/strong><br>\u4e9a\u9a6c\u900a\u6548\u5e94 (Amazon Effect) \u6307\u7684\u662f\uff1a\u968f\u7740\u4e9a\u9a6c\u900a\u8bbe\u7acb\u6b21\u65e5\u4ea4\u4ed8\u7684\u6807\u51c6\uff0c\u5ba2\u6237\u73b0\u5728\u5bf9\u4ed6\u4eec\u5728\u7ebf\u8ba2\u8d2d\u7684\u4efb\u4f55\u5546\u54c1\u90fd\u8981\u6c42\u8fbe\u5230\u8fd9\u6837\u7684\u9001\u8d27\u901f\u5ea6\u3002\u7f8e\u56fd&nbsp;Entrepreneur\uff08\u4f01\u4e1a\u5bb6\uff09\u6742\u5fd7\u6307\u51fa\uff0c\u4e9a\u9a6c\u900a\u6548\u5e94\u5e26\u6765\u7684\u76f4\u63a5\u7ed3\u679c\u662f\uff0c\u201c\u2018\u6700\u540e\u4e00\u82f1\u91cc\u2019\u7269\u6d41\u7ade\u8d5b\u5c06\u8d8a\u6765\u8d8a\u6fc0\u70c8\u3002\u201d\u7269\u6d41\u516c\u53f8\u8d8a\u6765\u8d8a\u4f9d\u8d56\u5927\u6570\u636e\u5206\u6790\u6765\u4f18\u5316\u8def\u7ebf\u89c4\u5212\u3001\u88c5\u8f7d\u6574\u5408\u548c\u71c3\u6cb9\u6548\u7387\u63d0\u5347\u63aa\u65bd\u3002<\/li>\n\n\n\n<li><strong>\u6559\u80b2<\/strong><br>\u5728\u75ab\u60c5\u671f\u95f4\uff0c\u4e16\u754c\u5404\u5730\u7684\u6559\u80b2\u673a\u6784\u4e0d\u5f97\u4e0d\u91cd\u65b0\u8bbe\u8ba1\u8bfe\u7a0b\u548c\u6559\u5b66\u65b9\u6cd5\uff0c\u6765\u652f\u6301\u8fdc\u7a0b\u5b66\u4e60\u3002\u5728\u8fd9\u4e2a\u8fc7\u7a0b\u4e2d\uff0c\u4e00\u4e2a\u4e3b\u8981\u7684\u6311\u6218\u662f\uff1a\u627e\u5230\u53ef\u9760\u7684\u65b9\u6cd5\u6765\u5206\u6790\u548c\u8bc4\u4f30\u5b66\u751f\u7684\u6210\u7ee9\uff0c\u4ee5\u53ca\u7ebf\u4e0a\u6559\u5b66\u7684\u6574\u4f53\u6548\u679c\u30022020 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