{"id":42247,"date":"2026-05-22T14:07:24","date_gmt":"2026-05-22T06:07:24","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=42247"},"modified":"2026-05-22T14:09:06","modified_gmt":"2026-05-22T06:09:06","slug":"%e8%bf%90%e5%8a%a8%e6%88%98%ef%bc%9aai-%e6%97%b6%e4%bb%a3-it-%e8%bf%90%e7%bb%b4%e7%9a%84%e5%86%b3%e8%83%9c%e4%b9%8b%e9%81%93-deepflow-%e4%b8%9a%e5%8a%a1%e5%85%a8%e9%93%be%e8%b7%af","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/42247.html","title":{"rendered":"\u8fd0\u52a8\u6218\uff1aAI \u65f6\u4ee3 IT \u8fd0\u7ef4\u7684\u51b3\u80dc\u4e4b\u9053\u2014\u2014DeepFlow \u4e1a\u52a1\u5168\u94fe\u8def\u53ef\u89c2\u6d4b\u6027\u7684\u843d\u5730\u5b9e\u8df5"},"content":{"rendered":"\n

\u4e00\u3001\u4e00\u573a\u65e0\u6cd5\u6253\u8d62\u7684\u9635\u5730\u6218<\/strong><\/h3>\n\n\n\n

\u524d\u51e0\u5929\u548c\u4e00\u4f4d\u94f6\u884c\u79d1\u6280\u90e8\u7684\u670b\u53cb\u804a\u5929\uff0c\u4ed6\u5927\u5410\u82e6\u6c34\uff0c\u8bf4\u6700\u8fd1\u538b\u529b\u5c71\u5927\u3002\u56e2\u961f\u6b63\u71ac\u591c\u68b3\u7406\u5168\u884c\u6210\u5343\u4e0a\u4e07\u4e2a\u76d1\u63a7\u6307\u6807\uff0c\u8bd5\u56fe\u7ed9\u6bcf\u4e00\u4e2a\u6307\u6807\u8bbe\u5b9a\u7cbe\u786e\u7684\u544a\u8b66\u9608\u503c\uff0c\u5e76\u5236\u5b9a\u4e00\u5957\u4e25\u5bc6\u7684\u7ba1\u7406\u89c4\u8303\u53bb\u5f3a\u5236\u843d\u5b9e\u3002<\/p>\n\n\n\n

\u6211\u95ee\u4ed6\u4e3a\u4ec0\u4e48\u8981\u8017\u8d39\u8fd9\u4e48\u5927\u7cbe\u529b\u505a\u8fd9\u79cd\u5403\u529b\u4e0d\u8ba8\u597d\u7684\u4e8b\u3002<\/p>\n\n\n\n

\n

\u4ed6\u8bf4\uff1a”\u4e3a\u4e86\u652f\u6491\u9a6c\u4e0a\u8981\u4e0a\u7684\u667a\u80fd\u8fd0\u7ef4\u9879\u76ee\u554a\u3002\u6211\u4eec\u671f\u671b\u628a\u4ece BPM \u5230 APM\u3001NPM\u3001ITIM \u7684\u5168\u65b9\u4f4d\u3001\u6d77\u91cf\u544a\u8b66\u5168\u90e8\u6c47\u805a\u8d77\u6765\uff0c\u7136\u540e\u7528 AI \u7684\u8d85\u80fd\u529b\u5bf9\u6d77\u91cf\u544a\u8b66\u8fdb\u884c\u7814\u5224\u5206\u6790\uff0c\u4ece\u800c\u5b9e\u73b0\u771f\u6b63\u7684\u667a\u80fd\u8fd0\u7ef4\u3002”<\/p>\n<\/blockquote>\n\n\n\n

\u8fd9\u79cd\u60f3\u6cd5\u5728 IT \u8fd0\u7ef4\u9886\u57df\u6bd4\u8f83\u666e\u904d\u3002\u5b83\u7684\u903b\u8f91\u542c\u8d77\u6765\u65e0\u61c8\u53ef\u51fb\u2014\u2014\u5168\u9762\u76d1\u63a7\u3001\u5168\u9762\u544a\u8b66\uff0c\u7136\u540e\u4e22\u7ed9 AI \u53bb\u63a8\u7406\u6839\u56e0\u3002\u8fd9\u6761\u8def\u770b\u4f3c\u6ef4\u6c34\u4e0d\u6f0f\uff0c\u5b9e\u5219\u662f\u4e00\u573a\u5fc5\u8d25\u7684\u9635\u5730\u6218<\/strong>\uff1a\u8ba9\u5168\u90e8\u8fd0\u7ef4\u6218\u6597\u529b\u53bb\u6316\u6398\u6218\u58d5\u3001\u56fa\u5b88\u5f85\u9632\uff0c\u628a\u7cbe\u529b\u94fa\u5728\u6bcf\u4e00\u4e2a\u70b9\u4f4d\u7684\u6bcf\u4e00\u6761\u6307\u6807\u66f2\u7ebf\u4e0a\u3002<\/p>\n\n\n\n

\u7ed3\u679c\u5462\uff1f<\/p>\n\n\n\n

\u8fd0\u7ef4\u6218\u6597\u529b\u6d88\u8017\u5728\u75b2\u4e8e\u5954\u547d\u4e4b\u4e2d\uff0c\u4e34\u6218\u65f6\u5374\u53d1\u73b0\u81ea\u5df1\u9677\u5165\u4e86\u544a\u8b66\u7684\u6d77\u6d0b\u3002<\/strong>\u5f53\u771f\u5b9e\u7684\u7cfb\u7edf\u6545\u969c\u6765\u4e34\u65f6\uff0c\u544a\u8b66\u6b64\u8d77\u5f7c\u4f0f\uff0c\u7531\u4e8e\u5168\u7ebf\u5e03\u9632\uff0c\u5404\u4e2a\u7cfb\u7edf\u90fd\u5728\u75af\u72c2\u62a5\u8b66\u3002\u5de5\u7a0b\u5e08\u624b\u5fd9\u811a\u4e71\uff0c\u771f\u6b63\u7684\u6545\u969c\u7a76\u7adf\u53d1\u751f\u5728\u54ea\u91cc\uff0c\u53cd\u800c\u66f4\u96be\u5224\u65ad\u3002\u90a3\u4f4d\u670b\u53cb\u671f\u671b\u7684”AI \u5904\u7406\u6d77\u91cf\u544a\u8b66”\uff0c\u771f\u5230\u4e86\u5173\u952e\u65f6\u523b\u5374\u53d8\u6210\u4e86\u8fd9\u6837\uff1a\u4e00\u6b21\u6838\u5fc3\u4ea4\u6613\u7cfb\u7edf\u6545\u969c\uff0c\u7cfb\u7edf\u77ac\u95f4\u55b7\u6d8c\u51fa\u6570\u5343\u6761\u544a\u8b66\uff0cAI \u5206\u6790\u5e73\u53f0\u9762\u5bf9\u6d77\u91cf\u566a\u97f3\u53cd\u800c\u4e0d\u77e5\u9053\u4ec0\u4e48\u662f\u91cd\u70b9\uff0c\u8fd0\u7ef4\u56e2\u961f\u82b1\u4e86\u4e24\u4e2a\u591a\u5c0f\u65f6\u624d\u4ece\u5c42\u5c42\u8ff7\u96fe\u4e2d\u624b\u5de5\u627e\u5230\u95ee\u9898\u70b9\u3002<\/p>\n\n\n\n

\u8fd9\u4e0d\u662f\u8fd0\u7ef4\u56e2\u961f\u7684\u5931\u804c\uff0c\u670b\u53cb\u7684\u521d\u5fc3\u4e5f\u5b8c\u5168\u6b63\u786e\u2014\u2014\u5efa\u8bbe\u66f4\u667a\u80fd\u7684\u8fd0\u7ef4\u4f53\u7cfb\uff0c\u672c\u662f\u6240\u6709\u79d1\u6280\u90e8\u95e8\u7684\u5fc5\u7136\u8ffd\u6c42\u3002\u4f46\u8fd9\u6761\u8def\u5728\u6280\u672f\u4e0a\u5b58\u5728\u4e00\u4e2a\u96be\u4ee5\u7a81\u7834\u7684\u5929\u82b1\u677f\uff1a\u5f53\u6570\u636e\u5e95\u5ea7\u672c\u8eab\u6709\u7f3a\u9677\u65f6\uff0c\u52a0\u591a\u5c11 AI \u90fd\u65e0\u6cd5\u4ece\u6839\u672c\u4e0a\u89e3\u51b3\u95ee\u9898<\/strong>\u3002<\/strong>\u8fd9\u4e0d\u662f\u8c01\u7684\u51b3\u7b56\u9519\u4e86\uff0c\u800c\u662f\u884c\u4e1a\u5bf9”AI \u667a\u80fd\u8fd0\u7ef4”\u5e94\u8be5\u5efa\u7acb\u5728\u4ec0\u4e48\u6570\u636e\u57fa\u7840\u4e4b\u4e0a\uff0c\u9700\u8981\u4e00\u6b21\u8ba4\u77e5\u4e0a\u7684\u5347\u7ea7\u3002<\/p>\n\n\n\n

“\u52a0\u4e00\u5c42\u00a0AI\u00a0\u544a\u8b66\u5206\u6790\u5c31\u80fd\u627e\u6839\u56e0”\uff1f\u8fd9\u6761\u8def\u5728\u6280\u672f\u4e0a\u8d70\u4e0d\u901a\u3002<\/strong><\/h4>\n\n\n\n

01 \u544a\u8b66\u662f\u4e09\u624b\u60c5\u62a5\uff0c\u4fe1\u606f\u5931\u771f<\/strong><\/p>\n\n\n\n

    \n
  • \u6839\u56e0\u00a0\u2192\u00a0\u6307\u6807\u00a0\u2192\u00a0\u544a\u8b66\uff0c\u6bcf\u5c42\u90fd\u662f\u6709\u635f\u538b\u7f29\uff0cAI\u00a0\u62ff\u5230\u65f6\u4e0a\u4e0b\u6587\u5df2\u5927\u91cf\u4e22\u5931\uff0c\u65e0\u6cd5\u53cd\u63a8\u3002<\/li>\n<\/ul>\n\n\n\n

    02 \u4e00\u4e2a\u6839\u56e0\u5f15\u7206100\u6761\u7ea7\u8054\u544a\u8b66\uff0cAI\u5206\u4e0d\u6e05\u4e3b\u6b21<\/strong><\/p>\n\n\n\n

      \n
    • \u544a\u8b66\u4e4b\u95f4\u53ea\u6709\u65f6\u95f4\u76f8\u5173\u6027\uff0c\u6ca1\u6709\u8c03\u7528\u56e0\u679c\u6027\u3002\u6839\u56e0\u5206\u6790\u8981\u627e\u7684\u662f”\u56e0\u679c”\uff0c\u544a\u8b66\u7ed9\u7684\u53ea\u662f”\u76f8\u5173”\u3002<\/li>\n<\/ul>\n\n\n\n

      03 \u6ca1\u6709\u62d3\u6251\uff0c\u544a\u8b66\u662f\u4e00\u5806\u5b64\u7acb\u788e\u7247<\/strong><\/p>\n\n\n\n

        \n
      • \u5341\u51e0\u4e2a\u7cfb\u7edf\u7684\u544a\u8b66\u5404\u81ea\u6765\u81ea\u4e0d\u540c\u5e73\u53f0\uff0c\u65f6\u95f4\u6233\u6709\u504f\u5dee\u3001\u5b57\u6bb5\u4e0d\u7edf\u4e00\uff0cAI\u00a0\u65e0\u6cd5\u5224\u65ad\u54ea\u4e24\u6761\u544a\u8b66\u4e4b\u95f4\u5b58\u5728\u8c03\u7528\u5173\u7cfb\u3002<\/li>\n<\/ul>\n\n\n\n

        04 \u4fe1\u606f\u8d8a\u6b8b\u7f3a\uff0cAI\u00a0\u5e7b\u89c9\u8d8a\u5371\u9669<\/strong><\/p>\n\n\n\n

          \n
        • \u5927\u6a21\u578b\u4f1a\u503e\u5411\u4e8e\u586b\u8865\u4fe1\u606f\u7a7a\u767d\uff0c\u7ed9\u51fa\u4e00\u4e2a\u903b\u8f91\u81ea\u6d3d\u5374\u5b8c\u5168\u9519\u8bef\u7684\u6839\u56e0\uff0c\u6bd4\u6ca1\u6709\u00a0AI\u00a0\u7684\u4eba\u5de5\u5224\u65ad\u66f4\u5177\u8bef\u5bfc\u6027\u3002<\/li>\n<\/ul>\n\n\n\n

          05\u4e00\u53e5\u8bdd\u603b\u7ed3<\/strong><\/p>\n\n\n\n

            \n
          • \u544a\u8b66\u662f\u6545\u969c\u7684\u70df\u96fe\uff0c\u4e0d\u662f\u6545\u969c\u7684\u5730\u56fe\u3002\u5728\u70df\u96fe\u91cc\u5806\u00a0AI\u00a0\u7b97\u529b\uff0c\u53ea\u4f1a\u653e\u5927\u8ff7\u5931\uff1b\u6b63\u786e\u8def\u5f84\u662f\u5148\u6709\u5730\u56fe\u2014\u2014\u4e1a\u52a1\u4ea4\u6613\u5168\u94fe\u8def\u8ffd\u8e2a\uff0c\u624d\u662f\u00a0AI\u00a0\u80fd\u771f\u6b63\u53d1\u6325\u4f5c\u7528\u7684\u6570\u636e\u57fa\u7840\u3002<\/li>\n<\/ul>\n\n\n\n

            \u4e8c\u3001\u6218\u7565\u805a\u7126\uff1a\u627e\u51c6\u6838\u5fc3\u95ee\u9898<\/strong><\/h3>\n\n\n\n

            \u7ecf\u5178\u6218\u7565\u7ba1\u7406\u7684\u7b2c\u4e00\u539f\u5219\uff1a\u96c6\u4e2d\u8d44\u6e90\u89e3\u51b3\u4e3b\u8981\u95ee\u9898\uff0c\u800c\u975e\u5e73\u5747\u5206\u914d\u5728\u6240\u6709\u95ee\u9898\u4e0a<\/strong>\u3002<\/p>\n\n\n\n

            IT \u8fd0\u7ef4\u7684\u6838\u5fc3\u95ee\u9898\u662f\u4ec0\u4e48\uff1f\u4e0d\u662f\u6bcf\u4e00\u6761\u57fa\u7840\u8bbe\u65bd\u6307\u6807\u662f\u5426\u6b63\u5e38\uff0c\u800c\u662f\u4e1a\u52a1\/\u4ea4\u6613\u662f\u5426\u5065\u5eb7<\/strong>\u3002\u7528\u6237\u611f\u53d7\u5230\u7684\u662f”\u7f51\u94f6\u8f6c\u8d26\u5931\u8d25\u4e86”\uff0c\u800c\u4e0d\u662f”\u67d0\u53f0\u670d\u52a1\u5668 CPU \u4f7f\u7528\u7387\u8d85\u8fc7 80%”\u3002<\/p>\n\n\n\n

            \u5168\u9762\u544a\u8b66\u9a71\u52a8\u8fd0\u7ef4\u6700\u6839\u672c\u7684\u9519\u8bef\uff0c\u5728\u4e8e\u628a\u5927\u91cf\u6b21\u8981\u95ee\u9898\u53e0\u52a0\u6210\u4e86”\u6838\u5fc3\u95ee\u9898”<\/strong>\u2014\u2014\u628a\u6bcf\u4e00\u4e2a\u6307\u6807\u7684\u5f02\u5e38\u90fd\u5f53\u6210\u9700\u8981\u7acb\u5373\u54cd\u5e94\u7684\u4fe1\u53f7\uff0c\u7ed3\u679c\u8ba9\u771f\u6b63\u91cd\u8981\u7684\u4e1a\u52a1\u6545\u969c\u4fe1\u53f7\u88ab\u566a\u97f3\u6df9\u6ca1\u3002<\/p>\n\n\n\n

            \u6b63\u786e\u7684\u505a\u6cd5\uff0c\u662f\u4ece\u4e1a\u52a1\/\u4ea4\u6613\u573a\u666f\u51fa\u53d1\uff0c\u81ea\u4e0a\u800c\u4e0b\u6784\u5efa\u4e09\u5c42\u89c2\u6d4b\u4f53\u7cfb<\/strong>\uff1a<\/p>\n\n\n\n

            \"\"<\/figure>\n\n\n\n

            \u4e09\u3001\u8fd0\u52a8\u6218\u7684\u5236\u80dc\u4e09\u62db<\/strong><\/h3>\n\n\n\n

            \u6b63\u786e\u7684\u00a0IT\u00a0\u8fd0\u7ef4\uff0c\u662f\u4e00\u573a\u8fd0\u52a8\u6218<\/strong>\uff1a\u4e0d\u8ffd\u6c42\u5168\u9762\u8bbe\u9632\uff0c\u800c\u662f\u96c6\u4e2d\u4f18\u52bf\u8d44\u6e90\u4e3b\u52a8\u51fa\u51fb\uff0c\u7cbe\u51c6\u53d1\u73b0\u95ee\u9898\u3001\u7cbe\u51c6\u8bc6\u522b\u5173\u952e\u70b9\u3001\u7cbe\u51c6\u89e3\u51b3\u95ee\u9898<\/strong>\u3002<\/p>\n\n\n\n

            3.1 \u7b2c\u4e00\u62db\uff1a\u7cbe\u51c6\u544a\u8b66<\/strong><\/h4>\n\n\n\n

            \u4ee5\u4e1a\u52a1\u4ea4\u6613\u5165\u53e3\u7684\u4e1a\u52a1\u5317\u6781\u661f\u6307\u6807\u4e3a\u544a\u8b66\u57fa\u7840\u2014\u2014\u8bf7\u6c42\u91cf\u3001\u54cd\u5e94\u7387\u3001\u6210\u529f\u7387\u3001\u54cd\u5e94\u65f6\u5ef6\u3002\u8fd9\u56db\u4e2a\u6307\u6807\u76f4\u63a5\u53cd\u6620\u4e1a\u52a1\u5065\u5eb7\uff0c\u544a\u8b66\u6570\u91cf\u5b81\u5c11\u52ff\u591a\uff0c\u6bcf\u4e00\u6761\u90fd\u503c\u5f97\u54cd\u5e94\u3002<\/p>\n\n\n\n

            200 \u6761\u544a\u8b66\u540c\u65f6\u6d8c\u6765\uff0c\u5de5\u7a0b\u5e08\u7684\u7b2c\u4e00\u53cd\u5e94\u4e0d\u662f\u54cd\u5e94\uff0c\u662f\u5224\u65ad”\u54ea\u6761\u662f\u771f\u7684”\u3002\u8fd9\u4e2a\u5224\u65ad\u672c\u8eab\uff0c\u5c31\u8017\u5c3d\u4e86\u6700\u5b9d\u8d35\u7684\u6545\u969c\u7a97\u53e3\u3002\u57fa\u4e8e\u4e1a\u52a1\u573a\u666f\u7684\u5386\u53f2\u6570\u636e\u8bbe\u5b9a\u9600\u503c\uff0c\u662f\u4e1a\u52a1\u53ef\u63a5\u53d7\u7684\u8fb9\u754c\uff0c\u4e0d\u662f\u8fd0\u7ef4\u7684\u7ecf\u9a8c\u731c\u6d4b\u3002<\/p>\n\n\n\n

            \u8fd9\u662f”\u6525\u62f3\u5934”\u7684\u7b2c\u4e00\u6b65\uff1a\u4e0d\u5728\u6bcf\u4e2a\u8282\u70b9\u5e7f\u6492\u7f51\uff0c\u800c\u662f\u5728\u4e1a\u52a1\u5165\u53e3\u5b88\u4f4f\u5173\u952e\u9635\u5730\u3002<\/p>\n\n\n\n

            3.2 \u7b2c\u4e8c\u62db\uff1a\u5168\u94fe\u8def\u8ffd\u8e2a<\/strong><\/h4>\n\n\n\n

            \u4ee5\u4e1a\u52a1\u4ea4\u6613\u5168\u94fe\u8def\u8ffd\u8e2a<\/strong>\u4e3a\u6a2a\u5411\u8f74\u7ebf\uff0c\u4e32\u8054\u6240\u6709\u4e1a\u52a1\u7cfb\u7edf\uff0c\u6253\u5f00\u4ea4\u6613\u7684”\u5730\u56fe\u9ed1\u76d2”\u3002<\/p>\n\n\n\n

            \u4e00\u7b14\u94f6\u884c\u8f6c\u8d26\uff0c\u4ece\u624b\u673a\u94f6\u884c APP \u53d1\u8d77\uff0c\u7ecf\u8fc7 API \u7f51\u5173\u3001ESB \u603b\u7ebf\u3001\u6838\u5fc3\u4ea4\u6613\u7cfb\u7edf\u3001\u8d26\u52a1\u7cfb\u7edf\u3001\u6570\u636e\u5e93\uff0c\u6700\u7ec8\u5b8c\u6210\u3002\u8fc7\u53bb\uff0c\u8fd9\u6761\u94fe\u8def\u5bf9\u8fd0\u7ef4\u4eba\u5458\u6765\u8bf4\u662f\u9ed1\u76d2\uff0c\u51fa\u4e86\u95ee\u9898\u53ea\u80fd\u9010\u4e2a\u7cfb\u7edf\u6392\u67e5\u3002\u5168\u94fe\u8def\u8ffd\u8e2a\u8ba9\u6574\u6761\u94fe\u8def\u4e00\u89c8\u65e0\u4f59\uff0c\u51fa\u4e86\u95ee\u9898\uff0c\u6cbf\u7740\u5730\u56fe<\/strong>\u5faa\u8ff9\u6eaf\u6e90<\/strong>\uff0c\u79d2\u7ea7\u9501\u5b9a\u6545\u969c\u8282\u70b9<\/strong>\u3002<\/p>\n\n\n\n

            \u8fd9\u5c31\u662f\u96c6\u4e2d\u4f18\u52bf\u8d44\u6e90\u7cbe\u51c6\u7a81\u7834\uff0c\u4e0d\u5728\u4e4e\u6bcf\u4e2a\u8282\u70b9\u7684\u5c40\u90e8\u5f97\u5931\uff0c\u627e\u5230\u51b3\u5b9a\u6027\u73af\u8282\u96c6\u4e2d\u653b\u514b\u3002<\/p>\n\n\n\n

            3.3 \u7b2c\u4e09\u62db\uff1a\u5168\u6808\u53ef\u89c2\u6d4b<\/strong><\/h4>\n\n\n\n

            \u9501\u5b9a\u6545\u969c\u8282\u70b9\u540e\uff0c\u4ee5\u6839\u56e0\u70b9\u4f4d\u7684\u5168\u6808\u89c2\u6d4b\u80fd\u529b<\/strong>\u7eb5\u5411\u4e0b\u94bb\uff1a\u4ece\u5e94\u7528\u7a0b\u5e8f\u5230\u64cd\u4f5c\u7cfb\u7edf\uff0c\u4ece\u5b58\u50a8\u5230\u7f51\u7edc\uff0c\u4ece\u670d\u52a1\u95f4\u8c03\u7528\u5230\u4ee3\u7801\u51fd\u6570\u70ed\u70b9\uff0c\u5c42\u5c42\u7a7f\u900f\uff0c\u76f4\u8fbe\u6839\u56e0\u3002<\/p>\n\n\n\n

            \u540c\u6837\u662f”\u6570\u636e\u5e93\u8fd9\u8df3\u6162\u4e86”\uff0c\u539f\u56e0\u53ef\u80fd\u662f SQL \u6267\u884c\u6162\u3001\u78c1\u76d8 IO \u6253\u6ee1\u3001\u5e95\u5c42\u7f51\u7edc\u4e22\u5305\u5f15\u53d1\u91cd\u4f20\uff0c\u6216\u8005 CPU \u88ab\u5176\u4ed6\u8fdb\u7a0b\u62a2\u5360\u3002\u6ca1\u6709\u5168\u6808\u4e0b\u94bb\uff0c\u9501\u5b9a\u53ea\u662f\u7f29\u5c0f\u4e86\u641c\u7d22\u8303\u56f4\uff0c\u8fd8\u662f\u8981\u9760\u7ecf\u9a8c\u731c\u3002\u5168\u6808\u7a7f\u900f\u7684\u4ef7\u503c\u662f\u8ba9”\u731c\u6d4b”\u53d8\u6210”\u9a8c\u8bc1”\uff0c\u770b\u5230\u7684\u662f\u8bc1\u636e\uff0c\u4e0d\u662f\u63a8\u65ad\u3002<\/p>\n\n\n\n

            \u8fd9\u662f\u624b\u672f\u5200\u800c\u975e\u5927\u9524\uff0c\u4e0d\u662f\u5728\u6240\u6709\u5730\u65b9\u540c\u65f6\u5f00\u5200\uff0c\u800c\u662f\u7cbe\u51c6\u5207\u5165\u75c5\u7076\u3002<\/p>\n\n\n\n

            \n

            \u8fd0\u52a8\u6218\u6700\u7ec8\u76ee\u6807\uff1a1 \u5206\u949f\u53d1\u73b0\uff0c5 \u5206\u949f\u5b9a\u4f4d\uff0c10 \u5206\u949f\u6062\u590d\u3002<\/strong><\/p>\n<\/blockquote>\n\n\n\n

            \u56db\u3001\u4e3a\u4ec0\u4e48<\/strong>\u00a0DeepFlow\u00a0<\/strong>\u662f\u8fd9\u573a\u8fd0\u52a8\u6218\u7684\u5236\u80dc\u6b66\u5668<\/strong><\/h3>\n\n\n\n

            \u8fd0\u52a8\u6218\u8981\u6253\u8d62\uff0c\u9700\u8981\u4e24\u4e2a\u6838\u5fc3\u80fd\u529b\uff1a\u7cbe\u51c6\u7684\u60c5\u62a5\uff08\u6570\u636e\uff09<\/strong>\u548c\u7075\u6d3b\u7684\u6307\u6325\uff08\u667a\u80fd\uff09<\/strong>\u3002DeepFlow \u6070\u6070\u540c\u65f6\u63d0\u4f9b\u4e86\u8fd9\u4e24\u8005\u3002<\/p>\n\n\n\n

            \"\"<\/figure>\n\n\n\n

            4.1 \u6570\u636e\uff1a<\/strong>\u589e\u5f3a\u60c5\u62a5\u80fd\u529b<\/strong><\/h4>\n\n\n\n

            \u5f53\u524d\u8fd0\u7ef4\u4f53\u7cfb\u6700\u5927\u7684\u60c5\u62a5\u5371\u673a\uff0c\u4e0d\u662f\u6570\u636e\u592a\u5c11\uff0c\u800c\u662f\u6570\u636e\u4e0d\u53ef\u4fe1\u3002<\/p>\n\n\n\n

            DeepFlow \u57fa\u4e8eeBPF<\/strong>\u6280\u672f\uff0c\u4ece\u64cd\u4f5c\u7cfb\u7edf\u5185\u6838\u5c42\u76f4\u63a5\u91c7\u96c6\u6570\u636e\uff0c\u65e0\u9700\u5728\u4e1a\u52a1\u5e94\u7528\u4e2d\u690d\u5165\u4efb\u4f55\u63a2\u9488<\/strong>\uff0c<\/strong>\u96f6\u6539\u9020\u843d\u5730<\/strong>\u3002\u8fd9\u4efd\u60c5\u62a5\u7684\u7cbe\u51c6\u6765\u81ea\u4e09\u4e2a\u7ef4\u5ea6\uff1a<\/p>\n\n\n\n

              \n
            • \u5168\u91cf\uff0c\u4e0d\u8d4c\u8fd0\u6c14\uff1a<\/strong>\u6bcf\u4e00\u7b14\u4ea4\u6613\u90fd\u88ab\u611f\u77e5\uff0c\u6ca1\u6709\u91c7\u6837\uff0c\u957f\u5c3e\u6545\u969c\u4e0d\u518d\u6d88\u5931\u4e8e\u7edf\u8ba1\u6298\u53e0\u4e4b\u4e2d\u3002<\/li>\n\n\n\n
            • \u5168\u6808\uff0c\u4e0d\u7559\u6b7b\u89d2\uff1a<\/strong>\u4ece\u5e94\u7528\u8c03\u7528\u3001\u4e2d\u95f4\u4ef6\u54cd\u5e94\u3001\u7cfb\u7edf\u5185\u6838\uff0c\u5230\u7f51\u7edc\u91cd\u4f20\u3001\u5bb9\u5668\u6f02\u79fb\u3001\u51fd\u6570\u70ed\u70b9\uff0c\u89c2\u6d4b\u4e0d\u56e0”\u6070\u597d\u6ca1\u88c5\u63a2\u9488”\u800c\u4e2d\u65ad\u3002<\/li>\n\n\n\n
            • \u5168<\/strong>\u5c40\uff0c<\/strong>\u4e00\u5f20\u56fe\uff1a<\/strong>\u5168\u73af\u5883\u8986\u76d6\uff0c\u539f\u751f\u652f\u6301\u5404\u7c7b\u4ea4\u6613\u534f\u8bae\u89e3\u7801\uff0c\u7edf\u4e00\u65f6\u95f4\u7ebf\u3001\u7edf\u4e00\u6807\u7b7e\u4f53\u7cfb\u3002\u81ea\u52a8\u6784\u5efa\u4e1a\u52a1\u4ea4\u6613\u5168\u94fe\u8def\u62d3\u6251\uff0c\u4ece\u5165\u53e3\u5230\u6570\u636e\u5e93\uff0c\u4ece\u00a0ESB\u00a0\u5230\u4eba\u884c\u524d\u7f6e\uff0c\u65e0\u9700\u4eba\u5de5\u914d\u7f6e\uff0c\u5730\u56fe\u81ea\u52a8\u751f\u6210\u3002<\/li>\n<\/ul>\n\n\n\n

              \u67d0\u57ce\u5546\u884c\u9a8c\u8bc1\u7684\u7ed3\u679c<\/strong>\uff1a20\u00a0\u4e2a\u6838\u5fc3\u4e1a\u52a1\u573a\u666f\u4e00\u6b21\u6027\u4e0a\u7ebf\uff0c\u8986\u76d6\u00a0130+\u00a0\u6838\u5fc3\u7cfb\u7edf\uff0c\u96f6\u884c\u4ee3\u7801\u6539\u52a8\uff0c12\u00a0\u53f0\u8282\u70b9\u76d1\u63a7\u00a0600+\u00a0\u670d\u52a1\u5668\uff0c\u6bcf\u4e00\u7b14\u4ea4\u6613\u4ece\u5934\u5230\u5c3e\u6709\u5b8c\u6574\u8f68\u8ff9\u3002\u5ba2\u6237\u5c06\u5176\u5b9a\u6027\u4e3a”\u7edf\u4e00\u3001\u5b8c\u6574\u7684\u4e1a\u52a1\u5168\u94fe\u8def\u53ef\u89c2\u6d4b\u6027\u6570\u636e\u57fa\u7840”\u548c”AI\u00a0\u539f\u751f\u6570\u636e\u5e95\u5ea7”\uff0c\u8fd9\u624d\u662f\u00a0AI\u00a0\u5206\u6790\u4e0e\u667a\u80fd\u51b3\u7b56\u53ef\u9760\u8fd0\u884c\u7684\u524d\u63d0\u6761\u4ef6\u3002<\/p>\n\n\n\n

              4.2 \u667a\u80fd\uff1a\u63d0\u5347\u51b3\u7b56\u6548\u7387<\/strong><\/h4>\n\n\n\n

              \u6570\u636e\u662f\u60c5\u62a5\uff0c\u5927\u6a21\u578b\u662f\u6307\u6325\u5b98\u3002\u8fd0\u52a8\u6218\u7684\u6307\u6325\u5b98\u4e0d\u662f\u9760\u76f4\u89c9\u62cd\u677f\uff0c\u662f\u6cbf\u7740\u8bc1\u636e\u94fe\u63a8\u65ad\uff0c\u6bcf\u4e00\u6b65\u90fd\u6709\u8ff9\u53ef\u5faa\uff0c\u6bcf\u4e00\u4e2a\u51b3\u7b56\u90fd\u53ef\u4ee5\u590d\u76d8\u3002DeepFlow \u667a\u80fd\u4f53\u57fa\u4e8e\u5b8c\u5907\u7684\u53ef\u89c2\u6d4b\u6570\u636e\uff0c\u5728\u4e09\u4e2a\u4f5c\u6218\u573a\u666f\u4e2d\uff0c\u62c5\u4efb\u4e0d\u540c\u7684\u89d2\u8272\uff1a<\/p>\n\n\n\n

                \n
              • \u8bca\u65ad\u667a\u80fd\u4f53<\/strong>\uff1a<\/strong>\u544a\u8b66\u89e6\u53d1\uff0c\u52a8\u6001\u751f\u6210\u601d\u7ef4\u94fe\uff0c\u591a\u8def\u5e76\u53d1\u5206\u6790\u3002\u8c03\u7528\u94fe\u5f02\u5e38\u5728\u54ea\u4e00\u8df3\u3001\u540c\u65f6\u6bb5\u6307\u6807\u5982\u4f55\u53d8\u5316\u3001\u65e5\u5fd7\u6709\u65e0\u5f02\u5e38\u8bb0\u5f55\u3001\u54ea\u4e2a\u51fd\u6570\u51fa\u73b0\u4e86\u6027\u80fd\u70ed\u70b9\uff0c5\u00a0\u5206\u949f\u5185\u7ed9\u51fa\u6839\u56e0\u62a5\u544a\u4e0e\u5904\u7f6e\u5efa\u8bae\u3002<\/li>\n\n\n\n
              • \u5de1\u68c0\u667a\u80fd\u4f53<\/strong>\uff1a<\/strong>7\u00d724\u00a0\u5bf9\u4e1a\u52a1\u4ea4\u6613\u5065\u5eb7\u5ea6\u8fdb\u884c\u5168\u65b9\u4f4d\u76d1\u63a7\u3002\u6d3b\u8dc3\u8fde\u63a5\u7f13\u6162\u6500\u5347\u3001\u67d0\u7c7b\u4ea4\u6613\u54cd\u5e94\u65f6\u5ef6\u5728\u9010\u5468\u589e\u957f\u3001\u6570\u636e\u5e93\u8fde\u63a5\u6c60\u6b63\u5728\u903c\u8fd1\u4e0a\u9650\u3002\u5728\u95ee\u9898\u7206\u53d1\u4e4b\u524d\uff0c\u5199\u597d\u4fa6\u5bdf\u62a5\u544a\uff0c\u6807\u51fa\u4e86\u54ea\u6bb5\u9632\u7ebf\u6b63\u5728\u677e\u52a8\u3002<\/li>\n\n\n\n
              • \u5bf9\u8bdd\u667a\u80fd\u4f53<\/strong>\uff1a<\/strong>\u4ee5\u81ea\u7136\u8bed\u8a00\u63d0\u95ee\uff0c\u7cfb\u7edf\u81ea\u52a8\u8f6c\u5316\u4e3a\u5e95\u5c42\u67e5\u8be2\u5e76\u8fd4\u56de\u7ed3\u6784\u5316\u7ed3\u679c\u3002\u8ba9\u6bcf\u4e2a\u8fd0\u7ef4\u4eba\u5458\u90fd\u80fd\u8bbf\u95ee\u5e95\u5c42\u6570\u636e\uff0c\u800c\u4e0d\u4f9d\u8d56\u7279\u5b9a\u4e13\u5bb6\u7684\u7ecf\u9a8c\u76f4\u89c9\u3002<\/li>\n<\/ul>\n\n\n\n

                \u67d0\u4fdd\u9669\u79d1\u6280\u516c\u53f8\u5f15\u5165\u667a\u80fd\u4f53\u4f53\u7cfb<\/strong>\uff1a\u6545\u969c\u5e73\u5747\u6062\u590d\u65f6\u95f4\uff08MTTR\uff09\u964d\u4f4e70%\uff0c\u544a\u8b66\u566a\u58f0\u7387\u51cf\u5c1160%\uff0c\u7cfb\u7edf\u53ef\u7528\u6027\u63d0\u5347\u81f399.99%\u3002\u4e09\u4e2a\u6570\u5b57\u80cc\u540e\u6307\u5411\u540c\u4e00\u6761\u56e0\u679c\u94fe\uff1aAI \u7684\u51b3\u7b56\u8d28\u91cf\uff0c\u53d6\u51b3\u4e8e\u60c5\u62a5\u7684\u53ef\u4fe1\u7a0b\u5ea6\uff1b\u60c5\u62a5\u7684\u53ef\u4fe1\u7a0b\u5ea6\uff0c\u53d6\u51b3\u4e8e\u6570\u636e\u5e95\u5ea7\u7684\u5b8c\u6574\u6027\u3002<\/p>\n\n\n\n

                \n

                \u8fd9\u5957\u7ec4\u5408\uff0c\u6b63\u662f\u8fd0\u52a8\u6218\u7684\u73b0\u4ee3\u5f62\u6001\uff1a\u7cbe\u51c6\u60c5\u62a5\u9a71\u52a8\uff0c\u667a\u80fd\u6307\u6325\u51b3\u7b56\uff0c\u5feb\u901f\u7cbe\u51c6\u6253\u51fb\u3002<\/strong><\/p>\n<\/blockquote>\n\n\n\n

                \u4e94\u3001\u4e0e\u4f20\u7edf\u65b9\u6848\u7684\u672c\u8d28\u533a\u522b<\/strong><\/h3>\n\n\n\n

                \u5f88\u591a\u56e2\u961f\u7684\u56f0\u60d1\u5728\u4e8e\uff1a\u6211\u4eec\u5df2\u7ecf\u6709<\/em> APM <\/em>\u4e86\uff0c\u4e3a\u4ec0\u4e48\u8fd8\u9700\u8981 <\/em>DeepFlow<\/em>\uff1f<\/em><\/p>\n\n\n\n

                \u7b54\u6848\u662f\uff1aAPM \u662f\u6b65\u5175\uff0cDeepFlow \u662f\u4fa6\u5bdf\u5175 + \u7279\u79cd\u90e8\u961f\u7684\u7ec4\u5408\u3002<\/p>\n\n\n\n

                APM \u901a\u8fc7\u5728\u5e94\u7528\u4ee3\u7801\u4e2d\u690d\u5165\u63a2\u9488\uff0c\u91c7\u96c6\u670d\u52a1\u5185\u90e8\u51fd\u6570\u8c03\u7528\u7684\u8be6\u7ec6\u4fe1\u606f\u2014\u2014\u5b83\u7684\u5f3a\u9879\u662f”\u6df1\u5ea6”\uff0c\u4f46\u5f31\u9879\u662f”\u5e7f\u5ea6”\uff1a\u63a2\u9488\u53ea\u80fd\u8986\u76d6\u652f\u6301\u7684\u8bed\u8a00\u548c\u6846\u67b6\uff0c\u91c7\u6837\u7387\u9650\u5236\u5bfc\u81f4\u957f\u5c3e\u6570\u636e\u4e22\u5931\uff0cESB\u3001\u6838\u5fc3\u7cfb\u7edf\u3001\u7b7e\u540d\u9a8c\u7b7e\u76d2\u5b50\u7b49\u5173\u952e\u8282\u70b9\u5f80\u5f80\u8986\u76d6\u4e0d\u5230\u3002<\/p>\n\n\n\n

                DeepFlow \u7684\u6218\u7565\u4f4d\u7f6e\u622a\u7136\u4e0d\u540c\uff1a\u5b83\u7ad9\u5728\u64cd\u4f5c\u7cfb\u7edf\u5c42\u4fef\u77b0\u5168\u5c40<\/strong>\uff0c\u770b\u5230\u7684\u662f\u670d\u52a1\u95f4\u7684\u5b8c\u6574\u8c03\u7528\u94fe\u8def\uff0c\u8986\u76d6\u6bcf\u4e00\u4e2a\u8282\u70b9\uff0c\u4e0d\u4e22\u5931\u4efb\u4f55\u4e00\u7b14\u4ea4\u6613\u6570\u636e\u3002\u4e24\u8005\u878d\u5408\uff0c\u624d\u80fd\u6784\u6210\u5b8c\u6574\u7684\u4f5c\u6218\u4f53\u7cfb\uff0cDeepFlow \u8d1f\u8d23\u5168\u94fe\u8def\u4fa6\u5bdf\u548c\u6218\u7565\u5b9a\u4f4d\uff0cAPM \u8d1f\u8d23\u9501\u5b9a\u540e\u7684\u4ee3\u7801\u7ea7\u7cbe\u786e\u6253\u51fb\u3002<\/p>\n\n\n\n

                \u5bf9\u6bd4\u7ef4\u5ea6<\/th>DeepFlow \u4e1a\u52a1\u5168\u94fe\u8def\u53ef\u89c2\u6d4b\u6027<\/th>\u4f20\u7edfAPM\u65b9\u6848<\/th><\/tr><\/thead>
                \u6570\u636e\u91c7\u96c6\u65b9\u5f0f<\/td>eBPF\u96f6\u4fb5\u6270\u91c7\u96c6\uff0c\u65e0\u4ee3\u7801\u4fee\u6539<\/td>\u4fb5\u5165\u5f0f\u4ee3\u7801\u63d2\u6869\uff0c\u9ad8\u4e1a\u52a1\u8026\u5408<\/td><\/tr>
                \u94fe\u8def\u8986\u76d6\u5b8c\u6574\u6027<\/td>100%\u5168\u94fe\u8def\u8986\u76d6\uff0c\u8de8\u8d8a\u6280\u672f\u6808<\/td>\u4f9d\u8d56\u63d2\u6869\uff0c\u94fe\u8def\u6613\u65ad\u88c2<\/td><\/tr>
                \u6570\u636e\u5173\u8054\u80fd\u529b<\/td>\u5e73\u53f0\u539f\u751f\u81ea\u52a8\u5173\u8054\uff08\u6307\u6807\/\u8ffd\u8e2a\/\u65e5\u5fd7\/\u7f51\u7edc\uff09<\/td>\u9700\u624b\u52a8\u914d\u7f6e\uff0c\u6216\u4e0e\u4ed6\u7cfb\u7edf\u5272\u88c2<\/td><\/tr>
                \u4e91\u539f\u751f\/\u4fe1\u521b\u9002\u5e94<\/td>\u5168\u9762\u3001\u6df1\u5ea6\u652f\u6301<\/td>\u652f\u6301\u5ea6\u4e0d\u4e00\uff0c\u9002\u914d\u6210\u672c\u9ad8<\/td><\/tr>
                \u667a\u80fd\u5316\u6c34\u5e73<\/td>\u667a\u80fd\u4f53\u4e3b\u52a8\u5de1\u68c0\u3001\u81ea\u52a8\u5316\u6839\u56e0\u8bca\u65ad<\/td>\u57fa\u4e8e\u9608\u503c\u544a\u8b66\uff0c\u88ab\u52a8\u54cd\u5e94<\/td><\/tr>
                \u89c4\u6a21\u5316\u80fd\u529b<\/td>\u5355\u4e00\u89c2\u6d4b\u96c6\u7fa4\u4e3b\u673a\u89c4\u6a21\u8fc7\u4e07\uff1b\u5168\u7403\u90e8\u7f72\u8fd1\u767e\u4e07<\/td>\u8fdb\u7a0b\u9897\u7c92\u5ea6\u65e0\u6cd5\u6ee1\u8db3\u5343\u53f0\u4e07\u53f0\u96c6\u7fa4\u7edf\u4e00\u7ba1\u7406<\/td><\/tr>
                \u603b\u4f53\u62e5\u6709\u6210\u672c<\/td>\u4e00\u4f53\u5316\u5e73\u53f0\uff0cROI\u9ad8\uff0c\u6210\u672c\u53ef\u63a7<\/td>\u8f6f\u4ef6\u3001\u4eba\u529b\u6210\u672c\u9ad8\uff0c\u7ef4\u62a4\u590d\u6742<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n

                \u516d\u3001\u4ece\u5b9e\u8df5\u5230\u8fdb\u5316\uff1a\u77e5\u8bc6\u5728\u6218\u573a\u4e2d\u79ef\u7d2f<\/strong><\/h3>\n\n\n\n

                \u8fd0\u52a8\u6218\u8fd8\u6709\u4e00\u4e2a\u6838\u5fc3\u7279\u5f81\uff1a\u6bcf\u4e00\u6b21\u6218\u6597\u90fd\u662f\u5b66\u4e60<\/strong>\u3002<\/p>\n\n\n\n

                DeepFlow \u667a\u80fd\u4f53\u5185\u7f6e\u4e86\u6301\u7eed\u8fdb\u5316\u673a\u5236\uff1a<\/p>\n\n\n\n

                  \n
                • \u6bcf\u6b21\u8bca\u65ad\u6267\u884c\u81ea\u52a8\u6c89\u6dc0\u4e3a\u77e5\u8bc6\u8bb0\u5f55<\/li>\n\n\n\n
                • \u5de5\u7a0b\u5e08\u7684\u70b9\u8d5e\/\u70b9\u8e29\u76f4\u63a5\u5f71\u54cd\u77e5\u8bc6\u6743\u91cd<\/li>\n\n\n\n
                • \u884c\u5185\u5386\u53f2\u5de5\u5355\u8bed\u6599\u7ecf\u5927\u6a21\u578b\u89c4\u6574\u5316\u540e\u5bfc\u5165\u77e5\u8bc6\u5e93<\/li>\n<\/ul>\n\n\n\n

                  \u8fd9\u662f\u4e00\u4e2a\u5178\u578b\u7684”\u5e72\u4e2d\u5b66”\u98de\u8f6e\u2014\u2014\u4ece\u5de5\u7a0b\u5e08\u7684\u5b9e\u6218\u7ecf\u9a8c\u4e2d\u63d0\u70bc\u77e5\u8bc6\uff0c\u518d\u5c06\u77e5\u8bc6\u8d4b\u80fd\u7ed9\u6bcf\u4e00\u4f4d\u5de5\u7a0b\u5e08\u3002\u8d8a\u7528\u8d8a\u51c6\uff0c\u8d8a\u6218\u8d8a\u52c7\u3002<\/p>\n\n\n\n

                  \u4e03\u3001\u7ed3\u8bed\uff1a\u6253\u597d\u8fd9\u573a\u8fd0\u52a8\u6218<\/strong><\/h3>\n\n\n\n

                  \u8fd0\u52a8\u6218\u4e0d\u662f\u53e3\u53f7\uff0c\u662f\u4e00\u5957\u7ecf\u8fc7\u5b9e\u6218\u68c0\u9a8c\u7684\u6253\u6cd5\u3002<\/p>\n\n\n\n

                  \u9635\u5730\u6218\u7684\u7ed3\u5c40\u5df2\u7ecf\u5199\u5728\u65e0\u6570\u4e2a\u591c\u73ed\u91cc\uff1a\u5de5\u7a0b\u5e08\u76ef\u7740\u5bc6\u5bc6\u9ebb\u9ebb\u7684\u544a\u8b66\u5927\u5c4f\uff0c\u624b\u5fd9\u811a\u4e71\uff0c\u4e0d\u77e5\u9053\u54ea\u6761\u662f\u771f\u6b63\u7684\u6545\u969c\u4fe1\u53f7\uff0c\u82b1\u4e24\u4e2a\u5c0f\u65f6\u6392\u67e5\u4e00\u4e2a\u672c\u53ef\u4ee5\u4e24\u5206\u949f\u5b9a\u4f4d\u7684\u95ee\u9898\u3002\u8fd9\u4e0d\u662f\u5de5\u7a0b\u5e08\u7684\u5931\u8bef\uff0c\u662f\u6253\u6cd5\u672c\u8eab\u7684\u95ee\u9898\u3002<\/p>\n\n\n\n

                  \u8fd0\u52a8\u6218\u7684\u7b54\u6848\u6e05\u6670\u800c\u76f4\u63a5<\/strong><\/p>\n\n\n\n

                    \n
                  1. \u4e0d\u94fa\u6ee1\u6218\u573a\uff0c\u575a\u5b88\u4ea4\u6613\u5165\u53e3\uff1b<\/li>\n\n\n\n
                  2. \u4e0d\u5806\u780c\u6240\u6709\u544a\u8b66\uff0c\u53ea\u770b\u5317\u6781\u661f\u6307\u6807\uff1b<\/li>\n\n\n\n
                  3. \u4e0d\u5728\u9ed1\u76d2\u91cc\u731c\u6d4b\uff0c\u800c\u662f\u7528\u5168\u94fe\u8def\u5730\u56fe\u5faa\u8ff9\u6eaf\u6e90\uff1b<\/li>\n\n\n\n
                  4. \u4e0d\u5728\u6240\u6709\u8282\u70b9\u5f00\u5200\uff0c\u800c\u662f\u9501\u5b9a\u6545\u969c\u70b9\u540e\u4e00\u51fb\u7a7f\u900f\u3002<\/li>\n<\/ol>\n\n\n\n

                    \u8fd9\u56db\u6b65\uff0c\u5c31\u662f\u8fd0\u52a8\u6218\u3002<\/strong><\/p>\n\n\n\n

                    DeepFlow \u505a\u7684\u4e8b\u60c5\uff0c\u662f\u8ba9\u8fd9\u573a\u8fd0\u52a8\u6218\u771f\u6b63\u53ef\u4ee5\u6253\u8d77\u6765\u2014\u2014eBPF \u96f6\u4fb5\u6270\u91c7\u96c6\uff0c\u8ba9\u60c5\u62a5\u65e0\u6b7b\u89d2\uff1b\u81ea\u52a8\u62d3\u6251\u6784\u5efa\uff0c\u8ba9\u6218\u573a\u5730\u56fe\u968f\u65f6\u5728\u624b\uff1bAI \u667a\u80fd\u4f53\u8bca\u65ad\uff0c\u8ba9\u6307\u6325\u51b3\u7b56\u5feb\u51c6\u72e0\uff1b\u77e5\u8bc6\u5e93\u6301\u7eed\u8fdb\u5316\uff0c\u8ba9\u6bcf\u4e00\u6b21\u6218\u6597\u90fd\u6210\u4e3a\u4e0b\u4e00\u6b21\u7684\u517b\u6599\u3002<\/p>\n\n\n\n

                    AI \u5de5\u5177\u8d8a\u6765\u8d8a\u5f3a\uff0c\u8fd9\u662f\u4e8b\u5b9e\u3002\u4f46\u5de5\u5177\u53ea\u80fd\u653e\u5927\u65b9\u5411\uff0c\u4e0d\u80fd\u7ea0\u6b63\u65b9\u5411\u3002\u6253\u9635\u5730\u6218\u7684\u56e2\u961f\u7528\u4e0a\u518d\u5f3a\u7684 AI\uff0c\u4e5f\u53ea\u662f\u5728\u66f4\u5feb\u5730\u5904\u7406\u66f4\u591a\u544a\u8b66\uff1b\u6253\u8fd0\u52a8\u6218\u7684\u56e2\u961f\uff0c\u624d\u662f\u771f\u6b63\u628a AI \u7684\u80fd\u529b\u7528\u5728\u4e86\u5200\u5203\u4e0a\u3002<\/p>\n\n\n\n

                    \u8fd0\u52a8\u6218\uff0c\u662fAI \u65f6\u4ee3 IT \u8fd0\u7ef4\u7684\u6b63\u786e\u6253\u6cd5\u3002\u4e1a\u52a1\u5168\u94fe\u8def\u53ef\u89c2\u6d4b\u6027\uff0c\u662f\u6253\u8d62\u8fd9\u573a\u4ed7\u7684\u5b8c\u6574\u6b66\u5668\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

                    \u5f53\u771f\u5b9e\u7684\u7cfb\u7edf\u6545\u969c\u6765\u4e34\u65f6\uff0c\u544a\u8b66\u6b64\u8d77\u5f7c\u4f0f\uff0c\u7531\u4e8e\u5168\u7ebf\u5e03\u9632\uff0c\u5404\u4e2a\u7cfb\u7edf\u90fd\u5728\u75af\u72c2\u62a5\u8b66\u3002\u5de5\u7a0b\u5e08\u624b\u5fd9\u811a\u4e71\uff0c\u771f\u6b63\u7684\u6545\u969c\u7a76\u7adf\u53d1\u751f\u5728\u54ea\u91cc\uff0c\u53cd\u800c\u66f4\u96be\u5224\u65ad\u3002\u90a3\u4f4d\u670b\u53cb\u671f\u671b\u7684”AI \u5904\u7406\u6d77\u91cf\u544a\u8b66”\uff0c\u771f\u5230\u4e86\u5173\u952e\u65f6\u523b\u5374\u53d8\u6210\u4e86\u8fd9\u6837\uff1a\u4e00\u6b21\u6838\u5fc3\u4ea4\u6613\u7cfb\u7edf\u6545\u969c\uff0c\u7cfb\u7edf\u77ac\u95f4\u55b7\u6d8c\u51fa\u6570\u5343\u6761\u544a\u8b66\uff0cAI \u5206\u6790\u5e73\u53f0\u9762\u5bf9\u6d77\u91cf\u566a\u97f3\u53cd\u800c\u4e0d\u77e5\u9053\u4ec0\u4e48\u662f\u91cd\u70b9\uff0c\u8fd0\u7ef4\u56e2\u961f\u82b1\u4e86\u4e24\u4e2a\u591a\u5c0f\u65f6\u624d\u4ece\u5c42\u5c42\u8ff7\u96fe\u4e2d\u624b\u5de5\u627e\u5230\u95ee\u9898\u70b9\u3002<\/p>\n","protected":false},"author":1,"featured_media":42251,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[12,4,6],"tags":[20,69,239,102],"class_list":["post-42247","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ys-news","category-discussion","category-news","tag-deepflow","tag-69","tag-239","tag-102"],"_links":{"self":[{"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/posts\/42247","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/comments?post=42247"}],"version-history":[{"count":1,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/posts\/42247\/revisions"}],"predecessor-version":[{"id":42250,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/posts\/42247\/revisions\/42250"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/media\/42251"}],"wp:attachment":[{"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/media?parent=42247"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/categories?post=42247"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.yunshan.net\/blog\/wp-json\/wp\/v2\/tags?post=42247"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}