{"id":32098,"date":"2025-01-21T13:14:46","date_gmt":"2025-01-21T05:14:46","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=24911"},"modified":"2025-01-21T13:14:46","modified_gmt":"2025-01-21T05:14:46","slug":"deepflow%e5%a6%82%e4%bd%95%e5%ba%94%e5%af%b9%e7%bd%91%e7%bb%9c%e6%b5%81%e9%87%8f%e7%9a%84%e5%a4%8d%e6%9d%82%e6%80%a7%e4%b8%8e%e5%a4%9a%e6%a0%b7%e6%80%a7%e6%8c%91%e6%88%98%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/32098.html","title":{"rendered":"DeepFlow\u5982\u4f55\u5e94\u5bf9\u7f51\u7edc\u6d41\u91cf\u7684\u590d\u6742\u6027\u4e0e\u591a\u6837\u6027\u6311\u6218\uff1f"},"content":{"rendered":"

\t\t\t\t\n\n

\"DeepFlow\u5982\u4f55\u5e94\u5bf9\u7f51\u7edc\u6d41\u91cf\u7684\u590d\u6742\u6027\u4e0e\u591a\u6837\u6027\u6311\u6218\uff1f\"<\/p>\n\n<\/p>\n\n\n\n

\u5728\u5f53\u4eca\u6570\u5b57\u5316\u65f6\u4ee3\uff0c\u7f51\u7edc\u6d41\u91cf\u7684\u590d\u6742\u6027\u4e0e\u591a\u6837\u6027\u5df2\u6210\u4e3a\u4f01\u4e1a\u548c\u6280\u672f\u56e2\u961f\u9762\u4e34\u7684\u4e3b\u8981\u6311\u6218\u4e4b\u4e00\u3002\u968f\u7740\u4e91\u8ba1\u7b97\u3001\u7269\u8054\u7f51\u548c5G\u6280\u672f\u7684\u5feb\u901f\u53d1\u5c55\uff0c\u7f51\u7edc\u73af\u5883\u53d8\u5f97\u66f4\u52a0\u52a8\u6001\u548c\u5f02\u6784\uff0c\u4f20\u7edf\u7684\u7f51\u7edc\u76d1\u63a7\u548c\u7ba1\u7406\u5de5\u5177\u5df2\u96be\u4ee5\u5e94\u5bf9\u8fd9\u4e9b\u53d8\u5316\u3002DeepFlow<\/strong>\u4f5c\u4e3a\u4e00\u79cd\u5148\u8fdb\u7684\u7f51\u7edc\u6d41\u91cf\u5206\u6790\u89e3\u51b3\u65b9\u6848\uff0c\u51ed\u501f\u5176\u72ec\u7279\u7684\u6280\u672f\u67b6\u6784\u548c\u667a\u80fd\u5316\u80fd\u529b\uff0c\u6b63\u5728\u5e2e\u52a9\u4f01\u4e1a\u548c\u7ec4\u7ec7\u6709\u6548\u5e94\u5bf9\u8fd9\u4e9b\u6311\u6218\u3002<\/p>\n\n\n\n\n

\u7f51\u7edc\u6d41\u91cf\u590d\u6742\u6027\u4e0e\u591a\u6837\u6027\u7684\u6839\u6e90<\/h3>\n\n\n\n\n

\u8981\u7406\u89e3DeepFlow<\/strong>\u5982\u4f55\u5e94\u5bf9\u7f51\u7edc\u6d41\u91cf\u7684\u590d\u6742\u6027\u4e0e\u591a\u6837\u6027\uff0c\u9996\u5148\u9700\u8981\u660e\u786e\u8fd9\u4e9b\u6311\u6218\u7684\u6839\u6e90\u3002\u73b0\u4ee3\u7f51\u7edc\u73af\u5883\u5448\u73b0\u51fa\u4ee5\u4e0b\u51e0\u4e2a\u663e\u8457\u7279\u70b9\uff1a<\/p>\n\n\n\n\n

    \n\n\n
  1. \u6d41\u91cf\u6765\u6e90\u591a\u6837\u5316<\/strong>\uff1a\u4ece\u4f20\u7edf\u7684\u4f01\u4e1a\u5185\u90e8\u7f51\u7edc\u5230\u516c\u6709\u4e91\u3001\u6df7\u5408\u4e91\u4ee5\u53ca\u8fb9\u7f18\u8ba1\u7b97\u8282\u70b9\uff0c\u6d41\u91cf\u7684\u6765\u6e90\u548c\u8def\u5f84\u53d8\u5f97\u66f4\u52a0\u590d\u6742\u3002<\/li>\n\n\n\n\n
  2. \u534f\u8bae\u4e0e\u5e94\u7528\u7684\u591a\u6837\u6027<\/strong>\uff1a\u7f51\u7edc\u6d41\u91cf\u4e2d\u4e0d\u4ec5\u5305\u542b\u4f20\u7edf\u7684TCP\/IP\u534f\u8bae\uff0c\u8fd8\u6d89\u53caHTTP\/2\u3001QUIC\u3001gRPC\u7b49\u65b0\u578b\u534f\u8bae\uff0c\u4ee5\u53ca\u5fae\u670d\u52a1\u67b6\u6784\u4e0b\u7684\u590d\u6742\u4ea4\u4e92\u3002<\/li>\n\n\n\n\n
  3. \u52a8\u6001\u6027\u4e0e\u4e0d\u53ef\u9884\u6d4b\u6027<\/strong>\uff1a\u4e91\u539f\u751f\u73af\u5883\u4e2d\u7684\u5bb9\u5668\u5316\u548c\u52a8\u6001\u7f16\u6392\u6280\u672f\uff08\u5982Kubernetes\uff09\u4f7f\u5f97\u7f51\u7edc\u62d3\u6251\u548c\u6d41\u91cf\u6a21\u5f0f\u9891\u7e41\u53d8\u5316\u3002<\/li>\n\n\n\n\n
  4. \u6570\u636e\u89c4\u6a21\u4e0e\u901f\u5ea6\u7684\u7206\u70b8\u5f0f\u589e\u957f<\/strong>\uff1a\u968f\u7740\u6570\u636e\u91cf\u7684\u6fc0\u589e\uff0c\u5b9e\u65f6\u5206\u6790\u548c\u5904\u7406\u6d77\u91cf\u6d41\u91cf\u6570\u636e\u6210\u4e3a\u4e00\u9879\u8270\u5de8\u4efb\u52a1\u3002<\/li>\n\n\n<\/ol>\n\n\n\n\n

    \u8fd9\u4e9b\u56e0\u7d20\u5171\u540c\u5bfc\u81f4\u4e86\u7f51\u7edc\u6d41\u91cf\u7684\u590d\u6742\u6027\u4e0e\u591a\u6837\u6027\uff0c\u4f7f\u5f97\u4f20\u7edf\u7684\u57fa\u4e8e\u89c4\u5219\u6216\u9759\u6001\u914d\u7f6e\u7684\u76d1\u63a7\u5de5\u5177\u96be\u4ee5\u6ee1\u8db3\u9700\u6c42\u3002<\/p>\n\n\n\n\n

    DeepFlow\u7684\u6838\u5fc3\u80fd\u529b<\/h3>\n\n\n\n\n

    DeepFlow<\/strong>\u901a\u8fc7\u5176\u521b\u65b0\u7684\u6280\u672f\u67b6\u6784\u548c\u667a\u80fd\u5316\u80fd\u529b\uff0c\u4e3a\u5e94\u5bf9\u8fd9\u4e9b\u6311\u6218\u63d0\u4f9b\u4e86\u5168\u9762\u7684\u89e3\u51b3\u65b9\u6848\u3002\u4ee5\u4e0b\u662f\u5176\u6838\u5fc3\u80fd\u529b\u7684\u8be6\u7ec6\u89e3\u6790\uff1a<\/p>\n\n\n\n\n

    1. \u5168\u6808\u53ef\u89c2\u6d4b\u6027<\/strong><\/h4>\n\n\n\n\n

    DeepFlow<\/strong>\u901a\u8fc7\u96c6\u6210\u7f51\u7edc\u3001\u5e94\u7528\u548c\u57fa\u7840\u8bbe\u65bd\u7684\u76d1\u63a7\u6570\u636e\uff0c\u5b9e\u73b0\u4e86\u5168\u6808\u53ef\u89c2\u6d4b\u6027\u3002\u5b83\u80fd\u591f\u4ece\u5e95\u5c42\u7f51\u7edc\u6d41\u91cf\u5230\u4e0a\u5c42\u5e94\u7528\u6027\u80fd\u8fdb\u884c\u5168\u9762\u5206\u6790\uff0c\u5e2e\u52a9\u7528\u6237\u5feb\u901f\u5b9a\u4f4d\u95ee\u9898\u6839\u6e90\u3002\u4f8b\u5982\uff0c\u5f53\u67d0\u4e2a\u5fae\u670d\u52a1\u51fa\u73b0\u6027\u80fd\u74f6\u9888\u65f6\uff0cDeepFlow<\/strong>\u53ef\u4ee5\u8ffd\u6eaf\u5230\u5177\u4f53\u7684\u7f51\u7edc\u5ef6\u8fdf\u6216\u4e22\u5305\u95ee\u9898\uff0c\u800c\u4e0d\u4ec5\u4ec5\u662f\u505c\u7559\u5728\u5e94\u7528\u5c42\u7684\u65e5\u5fd7\u5206\u6790\u3002<\/p>\n\n\n\n\n

    2. \u667a\u80fd\u6d41\u91cf\u89e3\u6790<\/strong><\/h4>\n\n\n\n\n

    \u9762\u5bf9\u591a\u6837\u5316\u7684\u534f\u8bae\u548c\u5e94\u7528\uff0cDeepFlow<\/strong>\u91c7\u7528\u4e86\u667a\u80fd\u6d41\u91cf\u89e3\u6790\u6280\u672f<\/strong>\u3002\u5b83\u80fd\u591f\u81ea\u52a8\u8bc6\u522b\u548c\u89e3\u6790\u591a\u79cd\u534f\u8bae\uff0c\u5305\u62ec\u4f20\u7edf\u7684TCP\/UDP\u4ee5\u53ca\u65b0\u5174\u7684HTTP\/2\u3001QUIC\u7b49\u3002\u8fd9\u79cd\u80fd\u529b\u4f7f\u5f97DeepFlow<\/strong>\u65e0\u9700\u4f9d\u8d56\u4eba\u5de5\u914d\u7f6e\u5373\u53ef\u9002\u5e94\u4e0d\u65ad\u53d8\u5316\u7684\u7f51\u7edc\u73af\u5883\u3002<\/p>\n\n\n\n\n

    3. \u52a8\u6001\u62d3\u6251\u53d1\u73b0<\/strong><\/h4>\n\n\n\n\n

    \u5728\u4e91\u539f\u751f\u73af\u5883\u4e2d\uff0c\u7f51\u7edc\u62d3\u6251\u7684\u52a8\u6001\u53d8\u5316\u662f\u4e00\u4e2a\u5e38\u89c1\u95ee\u9898\u3002DeepFlow<\/strong>\u901a\u8fc7\u52a8\u6001\u62d3\u6251\u53d1\u73b0\u6280\u672f<\/strong>\uff0c\u80fd\u591f\u5b9e\u65f6\u6355\u6349\u7f51\u7edc\u4e2d\u7684\u53d8\u5316\uff0c\u5e76\u81ea\u52a8\u66f4\u65b0\u62d3\u6251\u56fe\u3002\u8fd9\u79cd\u80fd\u529b\u4e0d\u4ec5\u63d0\u9ad8\u4e86\u76d1\u63a7\u7684\u51c6\u786e\u6027\uff0c\u8fd8\u51cf\u5c11\u4e86\u4eba\u5de5\u5e72\u9884\u7684\u9700\u6c42\u3002<\/p>\n\n\n\n\n

    4. \u9ad8\u6027\u80fd\u6570\u636e\u5904\u7406<\/strong><\/h4>\n\n\n\n\n

    \u4e3a\u4e86\u5e94\u5bf9\u6d77\u91cf\u6d41\u91cf\u6570\u636e\u7684\u5b9e\u65f6\u5206\u6790\u9700\u6c42\uff0cDeepFlow<\/strong>\u91c7\u7528\u4e86\u9ad8\u6027\u80fd\u6570\u636e\u5904\u7406\u5f15\u64ce<\/strong>\u3002\u5b83\u80fd\u591f\u5728\u6beb\u79d2\u7ea7\u522b\u5185\u5b8c\u6210\u6d41\u91cf\u6570\u636e\u7684\u91c7\u96c6\u3001\u89e3\u6790\u548c\u5b58\u50a8\uff0c\u786e\u4fdd\u7528\u6237\u80fd\u591f\u53ca\u65f6\u83b7\u53d6\u5173\u952e\u6307\u6807\u548c\u544a\u8b66\u4fe1\u606f\u3002<\/p>\n\n\n\n\n

    5. \u6df1\u5ea6\u5206\u6790\u4e0e\u53ef\u89c6\u5316<\/strong><\/h4>\n\n\n\n\n

    DeepFlow<\/strong>\u4e0d\u4ec5\u63d0\u4f9b\u57fa\u7840\u7684\u6d41\u91cf\u76d1\u63a7\u529f\u80fd\uff0c\u8fd8\u652f\u6301\u6df1\u5ea6\u5206\u6790\u4e0e\u53ef\u89c6\u5316<\/strong>\u3002\u7528\u6237\u53ef\u4ee5\u901a\u8fc7\u76f4\u89c2\u7684\u56fe\u8868\u548c\u4eea\u8868\u76d8\uff0c\u6df1\u5165\u4e86\u89e3\u7f51\u7edc\u6d41\u91cf\u7684\u5206\u5e03\u3001\u8d8b\u52bf\u548c\u5f02\u5e38\u884c\u4e3a\u3002\u8fd9\u79cd\u80fd\u529b\u5bf9\u4e8e\u4f18\u5316\u7f51\u7edc\u6027\u80fd\u548c\u9884\u9632\u6f5c\u5728\u95ee\u9898\u5177\u6709\u91cd\u8981\u610f\u4e49\u3002<\/p>\n\n\n\n\n

    DeepFlow\u5728\u5b9e\u9645\u573a\u666f\u4e2d\u7684\u5e94\u7528<\/h3>\n\n\n\n\n

    \u4e3a\u4e86\u66f4\u597d\u5730\u7406\u89e3DeepFlow<\/strong>\u5982\u4f55\u5e94\u5bf9\u7f51\u7edc\u6d41\u91cf\u7684\u590d\u6742\u6027\u4e0e\u591a\u6837\u6027\uff0c\u4ee5\u4e0b\u662f\u4e00\u4e9b\u5b9e\u9645\u5e94\u7528\u573a\u666f\u7684\u6848\u4f8b\u5206\u6790\uff1a<\/p>\n\n\n\n\n

    \u573a\u666f\u4e00\uff1a\u6df7\u5408\u4e91\u73af\u5883\u4e0b\u7684\u6d41\u91cf\u76d1\u63a7<\/h4>\n\n\n\n\n

    \u67d0\u4f01\u4e1a\u91c7\u7528\u4e86\u6df7\u5408\u4e91\u67b6\u6784\uff0c\u5c06\u90e8\u5206\u4e1a\u52a1\u90e8\u7f72\u5728\u516c\u6709\u4e91\u4e0a\uff0c\u53e6\u4e00\u90e8\u5206\u4fdd\u7559\u5728\u79c1\u6709\u6570\u636e\u4e2d\u5fc3\u3002\u7531\u4e8e\u7f51\u7edc\u73af\u5883\u7684\u5f02\u6784\u6027\uff0c\u4f20\u7edf\u7684\u76d1\u63a7\u5de5\u5177\u96be\u4ee5\u5168\u9762\u8986\u76d6\u6240\u6709\u6d41\u91cf\u3002DeepFlow<\/strong>\u901a\u8fc7\u5176\u5168\u6808\u53ef\u89c2\u6d4b\u6027\u548c\u52a8\u6001\u62d3\u6251\u53d1\u73b0\u80fd\u529b\uff0c\u6210\u529f\u5b9e\u73b0\u4e86\u5bf9\u6df7\u5408\u4e91\u73af\u5883\u7684\u7edf\u4e00\u76d1\u63a7\uff0c\u5e2e\u52a9\u4f01\u4e1a\u5feb\u901f\u5b9a\u4f4d\u8de8\u4e91\u7f51\u7edc\u7684\u6027\u80fd\u74f6\u9888\u3002<\/p>\n\n\n\n\n

    \u573a\u666f\u4e8c\uff1a\u5fae\u670d\u52a1\u67b6\u6784\u4e0b\u7684\u6027\u80fd\u4f18\u5316<\/h4>\n\n\n\n\n

    \u5728\u5fae\u670d\u52a1\u67b6\u6784\u4e2d\uff0c\u670d\u52a1\u4e4b\u95f4\u7684\u4ea4\u4e92\u975e\u5e38\u590d\u6742\uff0c\u4f20\u7edf\u7684\u76d1\u63a7\u5de5\u5177\u5f80\u5f80\u53ea\u80fd\u63d0\u4f9b\u6709\u9650\u7684\u4fe1\u606f\u3002DeepFlow<\/strong>\u901a\u8fc7\u667a\u80fd\u6d41\u91cf\u89e3\u6790\u548c\u6df1\u5ea6\u5206\u6790\uff0c\u80fd\u591f\u6e05\u6670\u5730\u5c55\u793a\u670d\u52a1\u4e4b\u95f4\u7684\u8c03\u7528\u5173\u7cfb\u548c\u6027\u80fd\u6307\u6807\uff0c\u5e2e\u52a9\u5f00\u53d1\u56e2\u961f\u4f18\u5316\u670d\u52a1\u6027\u80fd\u5e76\u51cf\u5c11\u5ef6\u8fdf\u3002<\/p>\n\n\n\n\n

    \u573a\u666f\u4e09\uff1a5G\u7f51\u7edc\u4e2d\u7684\u6d41\u91cf\u5206\u6790<\/h4>\n\n\n\n\n

    5G\u7f51\u7edc\u7684\u9ad8\u5e26\u5bbd\u548c\u4f4e\u5ef6\u8fdf\u7279\u6027\u5bf9\u6d41\u91cf\u5206\u6790\u63d0\u51fa\u4e86\u66f4\u9ad8\u7684\u8981\u6c42\u3002DeepFlow<\/strong>\u51ed\u501f\u5176\u9ad8\u6027\u80fd\u6570\u636e\u5904\u7406\u5f15\u64ce\uff0c\u80fd\u591f\u5b9e\u65f6\u5206\u67905G\u7f51\u7edc\u4e2d\u7684\u6d77\u91cf\u6d41\u91cf\u6570\u636e\uff0c\u5e2e\u52a9\u8fd0\u8425\u5546\u4f18\u5316\u7f51\u7edc\u8d44\u6e90\u914d\u7f6e\u5e76\u63d0\u5347\u7528\u6237\u4f53\u9a8c\u3002<\/p>\n\n\n\n\n

    DeepFlow\u7684\u672a\u6765\u53d1\u5c55\u65b9\u5411<\/h3>\n\n\n\n\n

    \u968f\u7740\u7f51\u7edc\u6280\u672f\u7684\u4e0d\u65ad\u6f14\u8fdb\uff0cDeepFlow<\/strong>\u4e5f\u5728\u6301\u7eed\u521b\u65b0\u548c\u4f18\u5316\u3002\u672a\u6765\uff0c\u5b83\u53ef\u80fd\u4f1a\u5728\u4ee5\u4e0b\u51e0\u4e2a\u65b9\u9762\u53d6\u5f97\u7a81\u7834\uff1a<\/p>\n\n\n\n\n

      \n\n\n
    1. AI\u9a71\u52a8\u7684\u667a\u80fd\u5206\u6790<\/strong>\uff1a\u901a\u8fc7\u5f15\u5165\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\uff0cDeepFlow<\/strong>\u53ef\u4ee5\u8fdb\u4e00\u6b65\u63d0\u5347\u6d41\u91cf\u5206\u6790\u7684\u667a\u80fd\u5316\u6c34\u5e73\uff0c\u5b9e\u73b0\u66f4\u7cbe\u51c6\u7684\u5f02\u5e38\u68c0\u6d4b\u548c\u9884\u6d4b\u3002<\/li>\n\n\n\n\n
    2. \u8fb9\u7f18\u8ba1\u7b97\u652f\u6301<\/strong>\uff1a\u968f\u7740\u8fb9\u7f18\u8ba1\u7b97\u7684\u666e\u53ca\uff0cDeepFlow<\/strong>\u53ef\u80fd\u4f1a\u6269\u5c55\u5176\u5bf9\u8fb9\u7f18\u8282\u70b9\u7684\u76d1\u63a7\u80fd\u529b\uff0c\u6ee1\u8db3\u5206\u5e03\u5f0f\u7f51\u7edc\u73af\u5883\u7684\u9700\u6c42\u3002<\/li>\n\n\n\n\n
    3. \u66f4\u5e7f\u6cdb\u7684\u534f\u8bae\u652f\u6301<\/strong>\uff1a\u672a\u6765\uff0cDeepFlow<\/strong>\u53ef\u80fd\u4f1a\u652f\u6301\u66f4\u591a\u65b0\u5174\u534f\u8bae\uff0c\u4ee5\u9002\u5e94\u4e0d\u65ad\u53d8\u5316\u7684\u7f51\u7edc\u73af\u5883\u3002<\/li>\n\n\n<\/ol>\n\n\n\n\n

      \u603b\u7ed3<\/h3>\n\n\n\n\n

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