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class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/p3.toutiaoimg.com\/origin\/tos-cn-i-qvj2lq49k0\/7f35e44ccdde461ab1b92d35cb19a305?from=pc\" alt=\"\u300c\u76f4\u64ad\u56de\u770b\u300d\u661f\u706b\u71ce\u539f-DeepFlow\u6f2b\u8c08\u4e4b\u6280\u672f\u3001\u573a\u666f\u3001\u65b9\u6848\"\/><\/figure>\n\n\n\n<p>OpenTelemetry\u662f\u4e00\u7ec4\u6807\u51c6\u548c\u5de5\u5177\u7684\u96c6\u5408\uff0c\u65e8\u5728\u7ba1\u7406\u89c2\u6d4b\u7c7b\u6570\u636e\uff0c\u5982Trace\u3001Metrics\u3001Logs\u7b49\uff0c\u8fd9\u91cc\u660e\u786e\u63d0\u51fa\u4e86\u672a\u6765\u53ef\u80fd\u6709\u65b0\u7684\u89c2\u6d4b\u7c7b\u6570\u636e\u7c7b\u578b\u51fa\u73b0\u3002\u53e6\u5916OpenTelemetry\u4e0d\u63d0\u4f9b\u4e0e\u53ef\u89c2\u6d4b\u6027\u76f8\u5173\u7684\u540e\u7aef\u670d\u52a1\uff0c\u8fd9\u7c7b\u540e\u7aef\u670d\u52a1\u901a\u5e38\u63d0\u4f9b\u7684\u662f\u5b58\u50a8\u3001\u67e5\u8be2\u3001\u53ef\u89c6\u5316\u7b49\u670d\u52a1\u3002<\/p>\n\n\n\n<p>OT\u57282021\u5e74\u7684\u65f6\u5019\u5b8c\u6210\u4e86Tracing\u3001Metrics\u7684\u8bbe\u8ba1\u89c4\u8303\uff0c\u4eca\u5e74\u5e94\u8be5\u4e5f\u4f1a\u53bb\u89e3\u51b3Logging\u7684\u4e00\u4e2a\u5173\u8054\u89c4\u8303\u548c\u6807\u51c6\u7684\u95ee\u9898\u3002\u8fd9\u662f\u4e00\u4e2a\u9ad8\u901f\u53d1\u5c55\u4e2d\u7684\u9879\u76ee\uff0c\u5f97\u5230\u4e86\u4e1a\u754c\u5927\u91cf\u7684\u5173\u6ce8\u548c\u8ba4\u53ef\u3002\u4ed6\u5c71\u4e4b\u77f3\uff0c\u53ef\u4ee5\u653b\u7389\u3002\u6211\u4eec\u53ef\u4ee5\u501f\u52a9\u8fd9\u6837\u6807\u51c6\u601d\u8def\u4e0a\u7684\u6307\u5bfc\u3002\u6bd4\u5982OpenTelemetry\u5229\u7528Context\u63d0\u4f9b\u4e0a\u4e0b\u6587\u7edf\u4e00\u7684\u5173\u8054\u6807\u51c6\uff0c\u4f7f\u5f97\u6211\u4eec\u4e0d\u540c\u7684\u89c2\u6d4b\u7c7b\u6570\u636e\u91cc\u9762\u80fd\u591f\u8f7b\u677e\u81ea\u5982\u7684\u5173\u8054\u548c\u8ffd\u8e2a\u3002\u5728\u6574\u4e2a\u6392\u969c\u8fc7\u7a0b\u4e2d\u6548\u7387\u4e5f\u4f1a\u66f4\u9ad8\u3002<\/p>\n\n\n\n<p>\u53e6\u5916\u6211\u4eec\u804a\u4e00\u4e0b\u600e\u4e48\u53bb\u770b\u5f85Telemetry\u8fd9\u6837\u7684\u9065\u6d4b\u6570\u636e\uff0c\u6211\u4eec\u80fd\u770b\u5230\u5f88\u591a\u8bbe\u5907\u5382\u5546\uff08\u534e\u4e3a\u3001\u534e\u4e09\u3001\u9510\u6377\uff09\u4f1a\u63d0\u4f9b\u57fa\u4e8e\u8bbe\u5907\u82af\u7247\u8ba1\u7b97\u5904\u7406\u80fd\u529b\u7684\u9065\u6d4b\u76d1\u63a7\u6570\u636e\u7684\u8f93\u51fa\uff0c\u53ef\u4ee5\u53d1\u73b0Telemetry\u5173\u952e\u80fd\u529b\u4e3a\u9884\u7f6e\u4e8e\u524d\u7aef\u7684\u6307\u6807\u8ba1\u7b97\u548c\u6807\u51c6\u5316\u4f20\u8f93\u3002\u5f53\u7136\u4e5f\u53ef\u4ee5\u6839\u636e\u81ea\u8eab\u7684\u76d1\u63a7\u6570\u636e\u5185\u5bb9\u7684\u4e0d\u540c\uff0c\u5b9a\u4e49\u6210\u5f20\u4e09Telemetry\u3001\u674e\u56dbTelemetry\u90fd\u53ef\u4ee5\uff0c\u4f46\u662f\u9700\u8981\u53bb\u601d\u8003\uff1a\u81ea\u5df1\u662f\u5426\u771f\u7684\u5177\u5907\u524d\u7aef\u7684\u6307\u6807\u8ba1\u7b97\u548c\u6807\u51c6\u5316\u4f20\u8f93\u80fd\u529b\u3002<\/p>\n\n\n\n<p><strong>3\uff09DeepFlow\u6d41\u91cf\u6570\u636e\u5305\u5904\u7406\uff08BPF\uff09<\/strong><\/p>\n\n\n\n<p>\u5728\u4e91\u8d44\u6e90\u6c60\u4e2d\uff0cDeepFlow\u91c7\u96c6\u5668\u6070\u597d\u662f\u8fd9\u6837Telemetry\u6280\u672f\u7684\u4e00\u4e2a\u7ecf\u5178\u4f53\u73b0\uff0c\u9884\u7f6e\u4e8e\u524d\u7aef\u7684\u6307\u6807\u8ba1\u7b97\u548c\u6807\u51c6\u5316\u4f20\u8f93\u80fd\u529b\u3002\u8f6f\u4ef6\u7684\u6d41\u91cf\u91c7\u96c6\u5668\u90e8\u7f72\u5728\u5bbf\u4e3b\u673a\u64cd\u4f5c\u7cfb\u7edf\u53ca\u5bb9\u5668Node\u4e0a\uff0c\u901a\u8fc7\u5185\u6838\u6001\u7684\u6570\u636e\u5305\u6355\u83b7\u6280\u672f\u6293\u53d6\u5230\u4ea4\u4e92\u6570\u636e\u5305\uff0c\u7136\u540e\u5728\u91c7\u96c6\u70b9\u4e0a\u5c31\u4f1a\u8fdb\u884c\u4e00\u7cfb\u5217\u7684\u6307\u6807\u8ba1\u7b97\u548c\u5173\u8054\uff0c\u6700\u540e\u518d\u6807\u51c6\u8f93\u51fa\u3002<\/p>\n\n\n\n<p>\u8fd9\u91cc\u6709\u51e0\u4e2a\u4f18\u52bf\uff1a1\u3001\u4e0d\u4f9d\u8d56\u4efb\u4f55\u8f6f\u4ef6\u5e93\uff0c2\u3001\u4e0d\u9700\u8981Sidecar\uff0c\u4e0d\u9700\u8981\u865a\u62df\u4ea4\u6362\u673a\u505a\u4efb\u4f55\u955c\u50cf\u914d\u7f6e\u3002\u6240\u8f93\u51fa\u7684\u6570\u636e\u5305\u62ec\u7f51\u7edc\u6027\u80fd\u76d1\u63a7\u6307\u6807\u7684Metrics\u6570\u636e\uff1b\u7f51\u7edc\u4f1a\u8bdd\u7684\u7f51\u7edc\u6d41\u65e5\u5fd7Logging\u6570\u636e\uff1b\u7f51\u7edc\u94fe\u8def\u4e0a\u7684\u7f51\u7edc\u8def\u5f84\u7684\u8ffd\u8e2a\u6570\u636e\u3002\u5e76\u4e14\u6211\u4eec\u79ef\u6781\u548c\u56fd\u5185\u4e3b\u6d41\u7684\u4e91\u5382\u5546\u8fdb\u884c\u4e86\u517c\u5bb9\u6027\u7684\u8ba4\u8bc1\u5408\u4f5c\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/p3.toutiaoimg.com\/origin\/tos-cn-i-qvj2lq49k0\/232b753733c64943ac1a6de788dff869?from=pc\" alt=\"\u300c\u76f4\u64ad\u56de\u770b\u300d\u661f\u706b\u71ce\u539f-DeepFlow\u6f2b\u8c08\u4e4b\u6280\u672f\u3001\u573a\u666f\u3001\u65b9\u6848\"\/><\/figure>\n\n\n\n<p><strong>4\uff09eBPF\u80fd\u529b+<\/strong><\/p>\n\n\n\n<p>\u524d\u671f\u9636\u6bb5\uff0c\u6211\u4eec\u4ee5\u7f51\u7edc\u6027\u80fd\u4e3a\u4e3b\u7684Telemetry\u6570\u636e\u7684\u57fa\u7840\u4e0a\uff0c\u4e5f\u5728\u52aa\u529b\u505a\u5e94\u7528\u6027\u80fd\u5206\u6790\u6570\u636e\u7684\u8ffd\u8e2a\u548c\u5173\u8054\uff0c\u6bd4\u5982\u548cSkywalking\u548c\u4e00\u4e9b\u5176\u4ed6\u7684\u5546\u7528APM\u505a\u8fc7\u5173\u8054\u548c\u8ffd\u8e2a\uff0c\u901a\u8fc7TraceID\u3001SpanID 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class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/p3.toutiaoimg.com\/origin\/tos-cn-i-qvj2lq49k0\/db550b4af6984e65ab94c39b8faf3588?from=pc\" alt=\"\u300c\u76f4\u64ad\u56de\u770b\u300d\u661f\u706b\u71ce\u539f-DeepFlow\u6f2b\u8c08\u4e4b\u6280\u672f\u3001\u573a\u666f\u3001\u65b9\u6848\"\/><\/figure>\n\n\n\n<p>\u505a\u5230\u7f51\u7edc\u94fe\u8def\u4e0a\u7684\u7f51\u7edc\u6027\u80fd\u6570\u636e\u7684\u5206\u6790\uff0c\u52a0\u4e0aeBPF\u7684\u5e94\u7528\u76d1\u63a7\u7ef4\u5ea6\u7684\u6570\u636e\u6e90\u8865\u5145\uff0c\u4ece\u4e91\u8d44\u6e90\u6c60\u3001\u5206\u5e03\u5f0f\u4e1a\u52a1\u3001\u5e94\u7528\u91cc\u9762\u62ff\u5230\u771f\u6b63\u539f\u751f\u7684\u3001\u5185\u751f\u7684\u5168\u94fe\u8def\u7684\u76d1\u63a7\u6570\u636e\u3002<\/p>\n\n\n\n<p>\u8fd9\u6837\u505a\u7684\u597d\u5904\u5bf9\u4e8e\u7528\u6237\u6765\u8bf4\u505a\u5230\u4e86\u4e1a\u52a1\u4ee3\u7801\u96f6\u4fee\u6539\u3001\u4e1a\u52a1\u8fdb\u7a0b\u96f6\u91cd\u542f\u3001\u7f16\u7a0b\u8bed\u8a00\u65e0\u611f\u77e5\uff0c\u80fd\u591f\u83b7\u53d6\u5168\u91cf\u7684\u7f51\u7edc+\u7cfb\u7edf+\u5e94\u7528\u7684\u6307\u6807\u4fe1\u606f\u53ca\u4efb\u610f\u670d\u52a1\u7684\u8bbf\u95ee\u8bf7\u6c42\u65e5\u5fd7\uff0c\u5b9e\u73b0\u5728\u6574\u4e2a\u4e91\u6570\u636e\u4e2d\u5fc3\u573a\u666f\u4e0b\u7f51\u7edc+\u5e94\u7528\u5168\u6808\u5168\u94fe\u8def\u8ffd\u8e2a\u3002<\/p>\n\n\n\n<p><strong>5\uff09DeepFlow\u5168\u94fe\u8def\u76d1\u63a7\u5b9e\u73b0<\/strong><\/p>\n\n\n\n<p>\u6211\u4eec\u53ef\u4ee5\u6574\u4f53\u770b\u6570\u636e\u4e2d\u5fc3\u53ef\u89c2\u6d4b\u6027\u7684\u5e38\u89c1\u7684\u6280\u672f\u56fe\u8c31\u548c\u4ed6\u4eec\u6240\u5728\u7684\u4f4d\u7f6e\u3002\u8fd9\u91cc\u662f\u4e00\u4e2a\u7ecf\u5178\u7684\u4e91\u6570\u636e\u4e2d\u5fc3\u7ed3\u6784\uff0c\u8fd9\u91cc\u7684\u5173\u952e\u5143\u7d20\u6709\u79fb\u52a8\u7aef\u3001\u8f66\u8f7d\u7aef\u7684\u8bf7\u6c42\u63a5\u5165\uff0c\u6709\u9632\u706b\u5899\u5185\u7684\u7269\u7406\u7f51\u7edc\u94fe\u8def\u53ca\u7f51\u7edc\u8bbe\u5907\uff0c\u6709\u4e91\u8d44\u6e90\u6c60\u5185\u90e8\u7684\u8ba1\u7b97\u8d44\u6e90\uff08\u865a\u62df\u673a\u3001\u5bb9\u5668\uff09\u4ee5\u53ca\u76f8\u5173\u7684NFV\u7684\u7f51\u7edc\u529f\u80fd\u533a\u57df\uff0c\u8fd8\u6709\u4e91\u5e73\u53f0\u63d0\u4f9b\u7684PAAS\u5c42\u670d\u52a1\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/p3.toutiaoimg.com\/origin\/tos-cn-i-qvj2lq49k0\/ccee9584d8844e8a88742e2992a66ae9?from=pc\" alt=\"\u300c\u76f4\u64ad\u56de\u770b\u300d\u661f\u706b\u71ce\u539f-DeepFlow\u6f2b\u8c08\u4e4b\u6280\u672f\u3001\u573a\u666f\u3001\u65b9\u6848\"\/><\/figure>\n\n\n\n<p>\u5f53\u4e1a\u52a1\u8bf7\u6c42\u8fdb\u6765\u4ee5\u540e\uff0c\u6211\u4eec\u53ef\u4ee5\u6e05\u6670\u7684\u770b\u5230\u4e0d\u540c\u7684\u5de5\u5177\u5728\u4e0d\u540c\u7684\u4f4d\u7f6e\u4e0a\u89e3\u51b3\u4e0d\u540c\u7684\u89c2\u6d4b\u6027\u9700\u6c42\u3002\u6bd4\u5982\u5ba2\u6237\u7aef\u6027\u80fd\u5206\u6790\u3001\u7f51\u7edc\u62e8\u6d4b\u3001\u7269\u7406\u7f51\u7edc\u6d41\u91cf\u5206\u6790\u3001\u7f51\u7edc\u8bbe\u5907Telemetry\u6570\u636e\u5206\u6790\u3001\u518d\u5230Zabbix\u63d0\u4f9b\u7684SNMP\u7684\u8d44\u6e90\u5c42\u9762\u7684\u76d1\u63a7\uff0cPrometheus\u5bb9\u5668\u8d44\u6e90\u5c42\u9762\u7684\u76d1\u63a7\uff0c\u5e94\u7528\u6027\u80fd\u7ef4\u5ea6\u4e0a\u7684Skywalking\\\u542c\u4e91\u8fd9\u6837\u7684APM\u76d1\u63a7\uff0c\u5728\u8fd9\u4e2a\u771f\u5b9e\u7684\u4e1a\u52a1\u8bf7\u6c42\u5168\u94fe\u8def\u7684\u5730\u56fe\u91cc\u9762\uff0c\u53ef\u4ee5\u6e05\u6670\u7684\u770b\u5230DeepFlow\u4e3b\u8981\u53ef\u4ee5\u8865\u5168\u4e91\u6570\u636e\u4e2d\u5fc3\u5185\u90e8\u7684\u590d\u6742\u7684\u7f51\u7edc\u94fe\u8def\u8ffd\u8e2a\uff0c\u4ee5\u53ca\u7f51\u7edc\u53ca\u5e94\u7528\u6027\u80fd\u6307\u6807\u6570\u636e\u3001\u8bf7\u6c42\u4f1a\u8bdd\u7684\u6d41\u65e5\u5fd7\u6570\u636e\u7684\u8f93\u51fa\u3002<\/p>\n\n\n\n<p>\u5f53\u7136\u4e5f\u7ed9\u6211\u4eec\u4e00\u4e2a\u542f\u793a\uff1a\u6ca1\u6709\u4efb\u4f55\u4e00\u4e2a\u5de5\u5177\u53ef\u4ee5\u89e3\u51b3\u6240\u6709\u7684\u95ee\u9898\uff0c\u800c\u80fd\u591f\u89e3\u51b3\u5168\u90e8\u95ee\u9898\u7684\u65b9\u6cd5\u53ea\u6709\u4e0d\u540c\u5de5\u5177\u3001\u4ea7\u54c1\u4e4b\u95f4\u7684\u5f00\u653e\u3001\u517c\u5bb9\u548c\u5173\u8054\u3002\u501f\u6b64\u673a\u4f1a\u7ed9\u5927\u5bb6\u63d2\u64ad\u4e00\u4e2a\u4fe1\u606f\uff0c<strong>\u6211\u4eec\u6b63\u5728\u5c06\u8fd9\u90e8\u5206\u7684\u76f8\u5173\u6280\u672f\u5f00\u6e90\uff0c\u5f00\u6e90\u7684\u9879\u76ee\u53eb\u505aMetaFlow\uff0c<\/strong>\u5927\u5bb6\u611f\u5174\u8da3\u53ef\u4ee5\u5173\u6ce8\u4e0b\u4e00\u573a\u76f4\u64ad\uff0c<strong>5\u670811\u65e5\uff0c\u4ea7\u54c1VP\u5411\u535a\u58eb\u4f1a\u4e3a\u5927\u5bb6\u5e26\u6765\u5173\u4e8eMetaFlow\u7684\u6700\u65b0\u6d88\u606f\u53ca\u6280\u672f\u5206\u4eab\u3002<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/p3.toutiaoimg.com\/origin\/tos-cn-i-qvj2lq49k0\/8c4dfd6e265e4bccaa2cc2b0093c80e5?from=pc\" alt=\"\u300c\u76f4\u64ad\u56de\u770b\u300d\u661f\u706b\u71ce\u539f-DeepFlow\u6f2b\u8c08\u4e4b\u6280\u672f\u3001\u573a\u666f\u3001\u65b9\u6848\"\/><\/figure>\n\n\n\n<h1 class=\"wp-block-heading\">02\uff5c\u71ce\u539f\u2014\u2014\u4ece\u573a\u666f\u5730\u56fe\u4e2d\u770bDeepFlow\u7684\u884c\u4e1a\u4ef7\u503c\u548c\u5b9a\u4f4d<\/h1>\n\n\n\n<p>\u5728\u6570\u636e\u4e2d\u5fc3\u5185\u90e8\u7684\u5730\u56fe\u91cc\u9762\uff0c\u770b\u5230\u4e86\u6574\u4e2a\u4e1a\u52a1\u8bf7\u6c42\u94fe\u8def\u4e0a\u6240\u6709\u7684\u6280\u672f\u6808\uff0c\u6253\u9020\u7684\u7aef\u5230\u7aef\u7684\u5206\u6790\u573a\u666f\u3002\u73b0\u5728\u518d\u63d0\u5347\u4e00\u4e2a\u7ef4\u5ea6\uff0c\u4ece\u5168\u5c40\u7684\u573a\u666f\u5730\u56fe\u4e2d\uff0c\u6765\u770bDeepFlow\u4e3b\u8981\u7684\u5e94\u7528\u573a\u666f\u3002<\/p>\n\n\n\n<p>\u4ece\u8d44\u6e90\u6c60\u5185\u90e8\uff0c\u6211\u4eec\u6784\u5efa\u51fa\u4ece\u4e1a\u52a1\u3001\u5e94\u7528\u51fd\u6570\u4ee3\u7801\u8c03\u7528\u5230\u5bb9\u5668POD\u3001\u5bb9\u5668Bridge\u3001\u865a\u62df\u673a\u3001\u5bbf\u4e3b\u673a\u3001\u903b\u8f91\u7f51\u5143\u3001PaaS\u5c42\u670d\u52a1\u7684\u5168\u94fe\u8def\uff0c\u4ece\u6570\u636e\u4e2d\u5fc3\u533a\u57df\u5357\u5317\u5411\u7269\u7406\u7f51\u7edc\u94fe\u8def\u4e0a\u8fdb\u884c\u5206\u5149\u548c\u955c\u50cf\uff0cnetflow\/sflow\u7b49\u65b9\u5f0f\u5c06\u7269\u7406\u7f51\u7edc\u548c\u865a\u62df\u7f51\u7edc\u8fdb\u884c\u4e00\u4f53\u5316\u7684\u5206\u6790\u548c\u5173\u8054\u3002\u5982\u679c\u8981\u7ed8\u5236\u66f4\u5927\u7684\u5168\u666f\u56fe\uff0c\u6570\u636e\u4e2d\u5fc3\u5916\u9762\uff0c\u6bd4\u5982\u5206\u652f\u673a\u6784\u3001\u707e\u5907\u6570\u636e\u4e2d\u5fc3\u4e5f\u53ef\u4ee5\u7eb3\u5165\u5230\u76d1\u63a7\u8303\u56f4\u5185\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/p3.toutiaoimg.com\/origin\/tos-cn-i-qvj2lq49k0\/a3e51f15b38348f395f5fe3007080f3c?from=pc\" alt=\"\u300c\u76f4\u64ad\u56de\u770b\u300d\u661f\u706b\u71ce\u539f-DeepFlow\u6f2b\u8c08\u4e4b\u6280\u672f\u3001\u573a\u666f\u3001\u65b9\u6848\"\/><\/figure>\n\n\n\n<p>\u518d\u770b\u8fd0\u8425\u5546\u76845G\u6838\u5fc3\u7f51\u76d1\u63a7\uff0c\u8fd9\u91cc5G\u6838\u5fc3\u7f51\u8d1f\u8d23\u4fe1\u4ee4\u4f20\u8f93\u7684\u7f51\u5143\uff0c\u5df2\u7ecf\u5168\u90e8\u662f\u5fae\u670d\u7684\u67b6\u6784\uff1b\u5728\u516c\u6709\u4e91\u4fa7\uff0c\u6211\u4eec\u901a\u8fc7DeepFlow 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class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/p3.toutiaoimg.com\/origin\/tos-cn-i-qvj2lq49k0\/6c219a2700084e298b52ca60eb611459?from=pc\" 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class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/p3.toutiaoimg.com\/origin\/tos-cn-i-qvj2lq49k0\/0405b1b1ce004ad58a9df8d92a61cc38?from=pc\" alt=\"\u300c\u76f4\u64ad\u56de\u770b\u300d\u661f\u706b\u71ce\u539f-DeepFlow\u6f2b\u8c08\u4e4b\u6280\u672f\u3001\u573a\u666f\u3001\u65b9\u6848\"\/><\/figure>\n\n\n\n<p>\u4ed6\u4eec\u90fd\u5229\u7528DeepFlow\u91c7\u96c6\u5668\u63a2\u9488\u5b9e\u73b0\u4e86\u6570\u636e\u91c7\u96c6\u5c42\u9762\u7684\u51e0\u5927\u80fd\u529b\uff1a\u6d41\u91cf\u6570\u636e\u5305\u7684\u91c7\u96c6\u548c\u8ba1\u7b97\u3001eBPF\u6570\u636e\u6e90\u8865\u5145\u3001\u4e91\u6570\u636e\u4e2d\u5fc3\u5185\u90e8\u7684\u5b9e\u65f6\u62e8\u6d4b\u80fd\u529b\uff0c\u80fd\u591f\u8fdb\u884c\u539f\u59cb\u6d41\u91cf\u6570\u636e\u5305\u5171\u4eab\u7684\u6d41\u91cf\u5206\u53d1\u80fd\u529b\u3002\u4ece\u4e1a\u52a1\u5c42\u9762\u9488\u5bf9\u90e8\u7f72\u5728\u5f02\u6784\u8d44\u6e90\u6c60\u7684\u5206\u5e03\u5f0f\u4e1a\u52a1\u8fdb\u884c\u5168\u5c40\u7684\u6027\u80fd\u4fdd\u969c\uff0c\u8fd9\u91cc\u4e3b\u8981\u7684\u4e1a\u52a1\u5305\u542b\u6838\u5fc3\u4ea4\u6613\u7c7b\u3001\u4e92\u8054\u7f51\u7c7b\u3001\u7efc\u5408\u652f\u6491\u7c7b\u3002<\/p>\n\n\n\n<p>\u53e6\u5916\u6211\u4eec\u548c\u4e00\u4e9b\u8fd0\u884c\u7ba1\u7406\u7c7b\u7684\u5de5\u5177\u6216\u5e73\u53f0\u4e5f\u8fdb\u884c\u5f00\u653e\u548c\u5171\u4eab\uff0c\u6bd4\u5982\u63d0\u4f9b\u5f00\u653e\u7684\u6570\u636eAPI\uff0c\u5b9e\u65f6\u6570\u4ed3\u7684\u6d88\u606f\u961f\u5217\u7ed9\u667a\u80fd\u8fd0\u7ef4\u5206\u6790\u5e73\u53f0\u3001\u6570\u636e\u6cbb\u7406\u5e73\u53f0\uff0c\u4f7f\u5f97\u5b83\u4eec\u80fd\u591f\u8c03\u7528\u5168\u7f51\u7684\u6027\u80fd\u6307\u6807\u6570\u636e\uff1b\u53e6\u5916\u662f\u548c\u4e91\u7ba1\u5e73\u53f0\u8fdb\u884c\u4e00\u7cfb\u5217\u7684\u8054\u52a8\uff0c\u6309\u7167\u79df\u6237\u7684\u7ef4\u5ea6\u5c06\u79df\u6237\u5185\u8d44\u6e90\u548c\u4e1a\u52a1\u7684\u76d1\u63a7\u89c6\u56fe\u8d4b\u80fd\u5230\u79df\u6237\u6240\u5728\u7684\u4e91\u5e73\u53f0\u4e0a\u8fdb\u884c\u4f7f\u7528\u7b49\u7b49\u3002<\/p>\n\n\n\n<p><strong>3\uff09\u8fd0\u8425\u5546-\u7aef\u5230\u7aef\u5206\u6790\u573a\u666f<\/strong><\/p>\n\n\n\n<p>\u63a5\u4e0b\u6765\u804a\u804a\u8fd0\u8425\u5546\u884c\u4e1a\uff0c\u5728\u524d\u4e00\u6bb5\u65f6\u95f4\uff0c\u79fb\u52a8\u96c6\u56e2\u4e5f\u5b9a\u4e49\u51fa\u4e00\u5957\u65b0\u7684\u9002\u7528\u4e8e\u4e91\u8d44\u6e90\u6c60\uff0c\u7aef\u5230\u7aef\u6027\u80fd\u5206\u6790\u7684\u6307\u5bfc\u548c\u8981\u6c42\uff0c\u7ed9\u4e86\u6211\u4eec\u5f88\u591a\u7684\u542f\u53d1\u3002\u4ece\u7aef\u5230\u7aef\u91c7\u96c6\u5c42\uff0c\u6211\u4eec\u770b\u5230\u6709\u6570\u636e\u4e2d\u5fc3\u5185\u90e8\u548c\u5916\u90e8\u62e8\u6d4b\u3001APM\u3001\u65e5\u5fd7\u3001\u7f51\u7edc\u8fd9\u56db\u5927\u65b9\u9762\u7684\u91c7\u96c6\u6280\u672f\u6808\u3002\u5728\u7aef\u5230\u7aef\u7684\u8fd0\u7ef4\u80fd\u529b\u548c\u573a\u666f\u4e2d\uff0c\u5305\u62ec\u6a2a\u5411\u7aef\u5230\u7aef\u3001\u7eb5\u5411\u7aef\u5230\u7aef\u3001\u5168\u5c40\u7aef\u5230\u7aef\u8fd9\u4e09\u7c7b\uff0c\u6a2a\u5411\u7aef\u5230\u7aef\u8986\u76d6\u4e86\u4eceIaaS\u5c42\u5230PaaS\u5c42\u5230SaaS\u5c42\u7684\u8fd0\u7ef4\u76d1\u63a7\u80fd\u529b\u548c\u573a\u666f\uff0c\u7eb5\u5411\u7aef\u5230\u7aef\u662f\u4ece\u4e1a\u52a1\u5230\u7cfb\u7edf\u518d\u5230\u79df\u6237\uff0c\u57fa\u4e8e\u4e0d\u540c\u89c6\u89d2\u7684\u8c03\u7528\u62d3\u6251\u7684\u5c55\u793a\u548c\u8c03\u7528\u94fe\u8def\u7684\u8ffd\u8e2a\u3002\u6700\u540e\u5b9e\u73b0\u7684\u5219\u662f\u5168\u5c40\u7aef\u5230\u7aef\uff0c\u5168\u666f\u4e1a\u52a1\u53ef\u89c6\u5316\u7684\u7ec8\u6781\u76ee\u6807\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/p3.toutiaoimg.com\/origin\/tos-cn-i-qvj2lq49k0\/64b1037a1af441a3ae92549e5d2297b9?from=pc\" alt=\"\u300c\u76f4\u64ad\u56de\u770b\u300d\u661f\u706b\u71ce\u539f-DeepFlow\u6f2b\u8c08\u4e4b\u6280\u672f\u3001\u573a\u666f\u3001\u65b9\u6848\"\/><\/figure>\n\n\n\n<p>\u73b0\u5728\u770b\u6765\u8fd9\u6837\u7684\u5b9a\u4e49\u786e\u5b9e\u5f88\u79d1\u5b66\uff0c\u5168\u65b9\u4f4d\u7684\u9610\u8ff0\u4e86\u6211\u4eec\u843d\u5730\u4e00\u4e2a\u7aef\u5230\u7aef\u8fd0\u7ef4\u4f53\u7cfb\u7684\u65f6\u5019\uff0c\u9700\u8981\u6709\u5168\u9762\u8003\u91cf\u7684\u8981\u6c42\u3002\u8fd9\u4e2a\u5206\u6790\u573a\u666f\uff0c\u6070\u597d\u548cDeepFlow\u7aef\u5230\u7aef\u5206\u6790\u601d\u8def\u548c\u65b9\u6cd5\u5b8c\u7f8e\u7684\u5951\u5408\u3002\u63a5\u4e0b\u6765\u6211\u4eec\u4f1a\u628a\u601d\u8def\u548c\u65b9\u6cd5\u5e26\u7ed9\u6211\u4eec\u5176\u4ed6\u7684\u884c\u4e1a\u5ba2\u6237\uff0c\u5e0c\u671b\u80fd\u7ed9\u5176\u4ed6\u884c\u4e1a\u5e26\u6765\u7aef\u5230\u7aef\u529f\u80fd\u7684\u843d\u5730\u5b9e\u8df5\u3002<\/p>\n\n\n\n<p><strong>4\uff09\u8fd0\u8425\u5546-5G\u6838\u5fc3\u7f51\u7f51\u5143\u76d1\u63a7<\/strong><\/p>\n\n\n\n<p>\u5728\u4e4b\u524d\u76843G\u30014G\u65f6\u4ee3\uff0c\u4e00\u822c\u662f\u901a\u8fc7DPI\u8bbe\u5907\u6765\u8fdb\u884cCT\u7f51\u7edc\u7684\u6d41\u91cf\u91c7\u96c6\u5206\u6790\uff0c\u4ece\u800c\u4fdd\u969c\u4fe1\u4ee4\u7f51\u7edc\u4f20\u8f93\u7684\u6027\u80fd\u60c5\u51b5\uff0c\u57285G\u6838\u5fc3\u7f51\u4e2d\u6709\u975e\u5e38\u590d\u6742\u7684\u7f51\u5143\u6a21\u5757\u4e4b\u95f4\u7684\u670d\u52a1\u8c03\u7528\uff0c\u6bd4\u5982AMF\u3001UDM\u7f51\u5143\u6a21\u5757\uff0c\u8fd0\u884c\u5728\u534e\u4e3a\u4e91\u3001VMware\u865a\u62df\u5316\u5c42\u4e4b\u4e0a\u7684\u5bb9\u5668\u5c42\u7684\u5fae\u670d\u52a1\u4e2d\uff0c\u5bfc\u81f4\u4f20\u7edf\u7684\u76d1\u63a7\u624b\u6bb5\u57285GC\u7684\u73af\u5883\u4e2d\u5f88\u96be\u594f\u6548\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/p3.toutiaoimg.com\/origin\/tos-cn-i-qvj2lq49k0\/7e1a8106f388466aa6200e1848202b2c?from=pc\" alt=\"\u300c\u76f4\u64ad\u56de\u770b\u300d\u661f\u706b\u71ce\u539f-DeepFlow\u6f2b\u8c08\u4e4b\u6280\u672f\u3001\u573a\u666f\u3001\u65b9\u6848\"\/><\/figure>\n\n\n\n<p>\u6211\u4eec\u901a\u8fc7\u5168\u6808\u7684\u6d41\u91cf\u91c7\u96c6\uff1a\u7b2c\u4e00\u81ea\u52a8\u5206\u67905G\u6838\u5fc3\u7f51\u7684\u7f51\u5143\u4e4b\u95f4\u8c03\u7528\u5173\u7cfb\uff1b\u7b2c\u4e8c\u62c6\u89e3\u590d\u6742\u7684\u5168\u94fe\u8def\u7f51\u7edc\u8def\u5f84\uff0c\u6700\u540e\uff0c\u5feb\u901f\u5224\u65ad\u51fa5GC\u73af\u5883\u4e2d\u7684\u5f02\u5e38\u3001\u65f6\u5ef6\u7684\u95ee\u9898\u70b9\u3002<\/p>\n\n\n\n<p><strong>5\uff09\u8fd0\u8425\u5546-\u7b97\u529b\u7f51\u7edc\u5173\u952e\u5ea6\u91cf\u5e73\u53f0<\/strong><\/p>\n\n\n\n<p>\u6700\u8fd1\u8fd0\u8425\u5546\u6709\u4e00\u4ef6\u975e\u5e38\u91cd\u8981\u7684\u5927\u4e8b\uff0c\u5c31\u662f\u7b97\u529b\u7f51\u7edc\u3002\u6709\u4e00\u70b9\u70b9\u7c7b\u4f3c\u4e8e\u73b0\u5728\u5404\u4e2a\u4e91\u5382\u5546\u5728\u52aa\u529b\u505a\u7684\u5206\u5e03\u5f0f\u4e91\uff0c\u5229\u7528\u4e91\u7f51\u878d\u5408\u6280\u672f\u4ee5\u53caSDN\uff0fNFV\u7b49\u65b0\u578b\u7f51\u7edc\u6280\u672f\uff0c\u5c06\u8fb9\u7f18\u8ba1\u7b97\u8282\u70b9\u3001\u4e91\u8ba1\u7b97\u8282\u70b9\u4ee5\u53ca\u542b\u5e7f\u57df\u7f51\u5728\u5185\u7684\u5404\u7c7b\u7f51\u7edc\u8d44\u6e90\u3001\u793e\u4f1a\u7b97\u529b\u6df1\u5ea6\u878d\u5408\u5728\u4e00\u8d77\uff0c\u901a\u8fc7\u96c6\u4e2d\u63a7\u5236\u6216\u8005\u5206\u5e03\u5f0f\u8c03\u5ea6\u65b9\u6cd5\uff0c\u6765\u4e3a\u4f01\u4e1a\u5ba2\u6237\u63d0\u4f9b\u7075\u6d3b\u7684\u53ef\u8c03\u5ea6\u7684\u5305\u542b\u8ba1\u7b97\u3001\u5b58\u50a8\u548c\u7f51\u7edc\u7684\u6574\u4f53\u7b97\u529b\u670d\u52a1\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/p3.toutiaoimg.com\/origin\/tos-cn-i-qvj2lq49k0\/d78eecc33b3d482cb3d5ca215425a49e?from=pc\" alt=\"\u300c\u76f4\u64ad\u56de\u770b\u300d\u661f\u706b\u71ce\u539f-DeepFlow\u6f2b\u8c08\u4e4b\u6280\u672f\u3001\u573a\u666f\u3001\u65b9\u6848\"\/><\/figure>\n\n\n\n<p>\u5728\u8fd9\u6837\u5927\u89c4\u6a21\u5206\u5e03\u5f0f\u4e91\u7684\u667a\u80fd\u8c03\u5ea6\u4e2d\uff0c\u9700\u8981\u6211\u4eec\u6765\u63d0\u4f9b\u76f8\u5e94\u7684\u7f51\u7edc\u8fd0\u529b\u3001\u7b97\u529b\u3001\u5b58\u529b\u76f8\u5173\u7684\u76d1\u63a7\u8c03\u5ea6\u6570\u636e\u4f5c\u4e3a\u652f\u6491\uff0c\u901a\u8fc7DeepFlow\u7ed8\u5236\u6574\u4e2a\u52a8\u6001\u7684\uff0c\u80fd\u591f\u8fdb\u884c\u6570\u636e\u8f85\u52a9\u51b3\u7b56\u7684\u7b97\u7f51\u5730\u56fe\u3002\u5f53\u7136\u4e5f\u5305\u542b\u6709\u5bf9\u4e8e\u4f01\u4e1a\u5ba2\u6237\u91cd\u70b9\u5e94\u7528\u7684\u5168\u5c40\u6027\u80fd\u4fdd\u969c\u548c\u76d1\u63a7\u5206\u6790\u3002<\/p>\n\n\n\n<p><strong>6\uff09\u516c\u6709\u4e91-\u670d\u52a1\u4e92\u8054\u7f51\u5ba2\u6237\u7684SaaS\u5e73\u53f0<\/strong><\/p>\n\n\n\n<p>\u6211\u4eec\u5728\u53bb\u5e74\u516c\u5f00\u63d0\u4f9bDeepFlowSaaS\u8bd5\u7528\u7248\uff0c\u53eb\u505aDeepFlowCloud\uff0c\u4e3a\u4e92\u8054\u7f51\u5ba2\u6237\u63d0\u4f9b\u5e94\u7528\u4fdd\u969c\u548c\u6027\u80fd\u5206\u6790\u7684\u80fd\u529b\u3002\u5176\u5b9e\u8fd9\u4e2a\u5728\u56fd\u5185\u6765\u8bb2\u662f\u4e00\u4e2a\u6bd4\u8f83\u521b\u65b0\u7684\u505a\u6cd5\uff0c\u516c\u6709\u4e91\u4e0a\u7684\u4e1a\u52a1\u8fd0\u7ef4\u4eba\u5458\u6781\u5c11\u4f1a\u6709\u673a\u4f1a\uff0c\u6216\u8005\u6709\u8fd9\u6837\u7684\u624b\u6bb5\u901a\u8fc7\u6570\u636e\u5305\u5206\u6790\u89e3\u6790\u8ba1\u7b97\u4e1a\u52a1\u548c\u5e94\u7528\u76f8\u5173\u7684\u6027\u80fd\u6307\u6807\uff0c\u6240\u4ee5\u5f53\u5f97\u77e5\u6709\u8fd9\u6837\u4e00\u4e2a\u5bf9\u4e1a\u52a1\u65e0\u4fb5\u6270\u3001\u7ec6\u7c92\u5ea6\u7684\u76d1\u63a7\u65b9\u6848\u7684\u65f6\u5019\uff0c\u8fd8\u662f\u975e\u5e38\u7684\u611f\u5174\u8da3\u7684\uff0c\u6211\u4eec\u4e5f\u8ba4\u4e3a\u8fd9\u6837\u7684\u624b\u6bb5\u548c\u65b9\u6cd5\u7edd\u5bf9\u80fd\u591f\u53bb\u5e2e\u52a9\u4e92\u8054\u7f51\u5ba2\u6237\u89e3\u51b3\u5f88\u591a\u4e4b\u524d\u7684\u56f0\u96be\uff0c\u6bd4\u5982\u50cf\u4ee3\u7801\u63d2\u7801\u6539\u9020\u3001\u670d\u52a1\u8def\u5f84\u68b3\u7406\u7b49\u76d1\u63a7\u5c42\u9762\u4e0a\u7684\u74f6\u9888\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/p3.toutiaoimg.com\/origin\/tos-cn-i-qvj2lq49k0\/730b10e2c9ea4689bc53f8fce95da44c?from=pc\" alt=\"\u300c\u76f4\u64ad\u56de\u770b\u300d\u661f\u706b\u71ce\u539f-DeepFlow\u6f2b\u8c08\u4e4b\u6280\u672f\u3001\u573a\u666f\u3001\u65b9\u6848\"\/><\/figure>\n\n\n\n<p>\u4ece\u90e8\u7f72\u7684\u89d2\u5ea6\u6765\u770b\uff0c\u5373\u4f7f\u662f\u4e07\u7ea7\u5bb9\u5668\u8282\u70b9\u89c4\u6a21\uff0c\u901a\u8fc7 yaml \u914d\u7f6e\u6587\u4ef6\uff0c\u4e5f\u80fd\u5b9e\u73b0\u5206\u949f\u7ea7\u91c7\u96c6\u5668\u90e8\u7f72\u4e0a\u7ebf\uff0c\u5b8c\u5168\u4e91\u539f\u751f\u89c4\u6a21\u5316\u90e8\u7f72\u5b89\u88c5\uff0c\u53e6\u5916\u540c\u6837\u5177\u5907\u548c\u5176\u4ed6\u7684\u5df2\u5efa\u8bbe\u7684\u76d1\u63a7\u5de5\u5177\u548c\u5e73\u53f0\uff0c\u6570\u636e\u7684\u5173\u8054\u548c\u5bf9\u63a5\u3002<\/p>\n\n\n\n<div class=\"wp-block-image\"><figure class=\"aligncenter is-resized\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/p3.toutiaoimg.com\/origin\/tos-cn-i-qvj2lq49k0\/30b8817ffd0d4c8fa607afb70dc5f8a7?from=pc\" alt=\"\u300c\u76f4\u64ad\u56de\u770b\u300d\u661f\u706b\u71ce\u539f-DeepFlow\u6f2b\u8c08\u4e4b\u6280\u672f\u3001\u573a\u666f\u3001\u65b9\u6848\" width=\"250\" height=\"250\"\/><\/figure><\/div>\n\n\n\n<p><strong>\u5bf9DeepFlowCloud\u611f\u5174\u8da3\u7684\u670b\u53cb\u53ef\u4ee5\u626b\u63cf\u4e8c\u7ef4\u7801\u4f53\u9a8c\ufeff<\/strong><br 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class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/p3.toutiaoimg.com\/origin\/tos-cn-i-qvj2lq49k0\/6e1d7caf142748b89f7fea5df93aa59e?from=pc\" alt=\"\u300c\u76f4\u64ad\u56de\u770b\u300d\u661f\u706b\u71ce\u539f-DeepFlow\u6f2b\u8c08\u4e4b\u6280\u672f\u3001\u573a\u666f\u3001\u65b9\u6848\"\/><\/figure>\n\n\n\n<p>\u9762\u5bf9\u8fd9\u6837\u4e00\u4e2a\u573a\u666f\uff0c\u5728DeepFlow\u7684\u65b9\u6848\u4e2d\uff0c\u9664\u4e86\u8981\u5728\u4e3b\u7ad9\u7684\u4e2d\u5fc3\u4e91\u3001\u8fb9\u7f18\u4e91\u90e8\u7f72\u91c7\u96c6\u5668\u4ee5\u5916\uff0c\u6700\u91cd\u8981\u7684\u662f\u8981\u5c06\u91c7\u96c6\u5668\u90e8\u7f72\u5230\u8f66\u8f7d\u4e3b\u673a\u4e0a\uff0c\u5728\u8f66\u7aef\u5904\u4e5f\u80fd\u591f\u5b9e\u73b0\u6570\u636e\u7684\u83b7\u53d6\u548c\u8c03\u7528\u8ffd\u8e2a\u3002\u5f53\u7136\u5728\u8f66\u8f7d\u7aef\u4f1a\u5bf9\u91c7\u96c6\u5668\u63d0\u51fa\u66f4\u9ad8\u7684\u8981\u6c42\uff0c\u5305\u62ec\u6781\u5c0f\u7684\u8d44\u6e90\u6d88\u8017\uff0c\u91c7\u96c6\u5668\u7684\u7a33\u5b9a\u6027\u3001\u5b89\u5168\u6027\u7684\u8981\u6c42\uff0c\u4ee5\u53ca\u5bf9\u81ea\u8eab\u7684\u76d1\u63a7\u7684\u80fd\u529b\u8981\u6c42\u7b49\u7b49\u3002<\/p>\n\n\n\n<p>\u73b0\u5728\u6211\u4eec\u8f66\u8f7d\u7aef\u7684\u91c7\u96c6\u5668\u5df2\u7ecf\u80fd\u591f\u505a\u5230\u901a\u8fc7200MHz\u7684CPU\u548c256M\u7684\u5185\u5b58\uff0c\u6765\u5b9e\u73b0\u4e00\u6574\u53f0\u8f66\u4e0a\u7684\u7cfb\u7edf\u5e94\u7528\u7684\u6307\u6807\u6570\u636e\u91c7\u96c6\u548c\u8ba1\u7b97\uff0c\u4ee5\u53caIoT\uff08\u4e3b\u8981\u662fMQTT\uff09\u534f\u8bae\u3001HTTP\u534f\u8bae\u7684\u89e3\u6790\u5206\u6790\u3002\u8f66\u8f86\u7f51\u7684\u8fd9\u4e2a\u573a\u666f\u5176\u5b9e\u540e\u7eed\u4e5f\u53ef\u4ee5\u63a8\u5e7f\u5230\u5176\u4ed6IoT\u7269\u7406\u7f51\uff0c\u6216\u8005\u5de5\u4e1a\u4e92\u8054\u7f51\u573a\u666f\uff0c\u662f\u6211\u4eec\u540e\u7eed\u8003\u91cf\u7684\u4e00\u4e2a\u91cd\u8981\u7684\u5e94\u7528\u573a\u666f\u3002<\/p>\n\n\n\n<h1 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