{"id":38467,"date":"2025-04-24T02:25:10","date_gmt":"2025-04-23T18:25:10","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=38467"},"modified":"2025-04-24T02:25:10","modified_gmt":"2025-04-23T18:25:10","slug":"skywalking%e5%a6%82%e4%bd%95%e4%bd%bf%e7%94%a8%e4%ba%ba%e5%b7%a5%e6%99%ba%e8%83%bd%e6%8a%80%e6%9c%af%e8%bf%9b%e8%a1%8c%e9%a2%84%e6%b5%8b%e5%92%8c%e5%bc%82%e5%b8%b8%e6%a3%80%e6%b5%8b","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/38467.html","title":{"rendered":"SkyWalking\u5982\u4f55\u4f7f\u7528\u4eba\u5de5\u667a\u80fd\u6280\u672f\u8fdb\u884c\u9884\u6d4b\u548c\u5f02\u5e38\u68c0\u6d4b"},"content":{"rendered":"

\n

\"SkyWalking\u5982\u4f55\u4f7f\u7528\u4eba\u5de5\u667a\u80fd\u6280\u672f\u8fdb\u884c\u9884\u6d4b\u548c\u5f02\u5e38\u68c0\u6d4b\"<\/p>\n<\/p>\n

\u4e00\u3001\u80cc\u666f\u4ecb\u7ecd<\/h2>\n

SkyWalking\u662f\u4e00\u6b3e\u5f00\u6e90\u7684APM\uff08Application Performance Monitoring\uff0c\u5e94\u7528\u6027\u80fd\u76d1\u63a7\uff09\u5de5\u5177\uff0c\u7528\u4e8e\u5bf9\u5206\u5e03\u5f0f\u7cfb\u7edf\u8fdb\u884c\u6027\u80fd\u76d1\u63a7\u548c\u6545\u969c\u6392\u67e5\u3002\u968f\u7740\u4eba\u5de5\u667a\u80fd\u6280\u672f\u7684\u53d1\u5c55\uff0cSkyWalking\u5f00\u59cb\u5f15\u5165\u8fd9\u4e9b\u6280\u672f\u4ee5\u589e\u5f3a\u5176\u9884\u6d4b\u548c\u5f02\u5e38\u68c0\u6d4b\u80fd\u529b\u3002<\/p>\n

\u4e8c\u3001\u6570\u636e\u6536\u96c6\u548c\u9884\u5904\u7406<\/h2>\n

SkyWalking\u4f7f\u7528\u4ee3\u7406\uff08agent\uff09\u6765\u6536\u96c6\u670d\u52a1\u95f4\u7684\u8c03\u7528\u94fe\u6570\u636e\u3001\u670d\u52a1\u5b9e\u4f8b\u7684\u6027\u80fd\u6307\u6807\uff08\u5982\u54cd\u5e94\u65f6\u95f4\u3001\u541e\u5410\u91cf\u3001\u9519\u8bef\u7387\u7b49\uff09\u4ee5\u53ca\u57fa\u7840\u8bbe\u65bd\u7684\u76f8\u5173\u6307\u6807\u3002\u8fd9\u4e9b\u6570\u636e\u88ab\u53d1\u9001\u5230SkyWalking\u7684\u540e\u7aef\u8fdb\u884c\u5b58\u50a8\u548c\u5206\u6790\u3002<\/p>\n

\u5728\u6570\u636e\u9884\u5904\u7406\u9636\u6bb5\uff0cSkyWalking\u4e3b\u8981\u8fdb\u884c\u4ee5\u4e0b\u64cd\u4f5c\uff1a<\/p>\n

1. \u6570\u636e\u6e05\u6d17<\/strong>\uff1a\u53bb\u9664\u91cd\u590d\u6216\u9519\u8bef\u7684\u6570\u636e\u8bb0\u5f55\u3002<\/p>\n

2. \u6570\u636e\u8f6c\u6362<\/strong>\uff1a\u5c06\u4e0d\u540c\u683c\u5f0f\u7684\u6570\u636e\u6807\u51c6\u5316\uff0c\u4ee5\u4fbf\u540e\u7eed\u5904\u7406\u3002<\/p>\n

3. \u7279\u5f81\u63d0\u53d6<\/strong>\uff1a\u4ece\u539f\u59cb\u6570\u636e\u4e2d\u63d0\u53d6\u6709\u7528\u7684\u7279\u5f81\uff0c\u4f8b\u5982\u7edf\u8ba1\u7279\u5f81\u3001\u8d8b\u52bf\u7279\u5f81\u7b49\u3002<\/p>\n

\u4e09\u3001\u4eba\u5de5\u667a\u80fd\u6280\u672f\u7684\u5e94\u7528<\/h2>\n

1. \u9884\u6d4b<\/strong><\/p>\n

  • \u65f6\u5e8f\u9884\u6d4b<\/strong>\uff1aSkyWalking\u4f7f\u7528\u65f6\u5e8f\u9884\u6d4b\u7b97\u6cd5\uff08\u5982ARIMA\u3001LSTM\u7b49\uff09\u5bf9\u6027\u80fd\u6307\u6807\u8fdb\u884c\u9884\u6d4b\u3002\u901a\u8fc7\u5206\u6790\u5386\u53f2\u6570\u636e\u4e2d\u7684\u6a21\u5f0f\u548c\u8d8b\u52bf\uff0c\u53ef\u4ee5\u9884\u6d4b\u672a\u6765\u7684\u6027\u80fd\u74f6\u9888\u6216\u6545\u969c\u53d1\u751f\u7684\u53ef\u80fd\u6027\u3002<\/li>\n
  • \u8d44\u6e90\u9700\u6c42\u9884\u6d4b<\/strong>\uff1a\u7ed3\u5408\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\uff08\u5982\u56de\u5f52\u5206\u6790\uff09\uff0cSkyWalking\u53ef\u4ee5\u9884\u6d4b\u672a\u6765\u7684\u8d44\u6e90\u9700\u6c42\uff0c\u5e2e\u52a9\u4f18\u5316\u8d44\u6e90\u5206\u914d\u7b56\u7565\u3002<\/li>\n

    2. \u5f02\u5e38\u68c0\u6d4b<\/strong><\/p>\n

  • \u65e0\u76d1\u7763\u5b66\u4e60<\/strong>\uff1a\u4f7f\u7528\u805a\u7c7b\u7b97\u6cd5\uff08\u5982DBSCAN\uff09\u548c\u5bc6\u5ea6\u4f30\u8ba1\u65b9\u6cd5\uff08\u5982\u9ad8\u65af\u6df7\u5408\u6a21\u578b\uff09\uff0cSkyWalking\u53ef\u4ee5\u81ea\u52a8\u8bc6\u522b\u6570\u636e\u4e2d\u7684\u5f02\u5e38\u6a21\u5f0f\u3002\u8fd9\u4e9b\u7b97\u6cd5\u4e0d\u9700\u8981\u9884\u5148\u6807\u8bb0\u5f02\u5e38\u6570\u636e\uff0c\u800c\u662f\u901a\u8fc7\u6570\u636e\u7684\u5185\u5728\u7ed3\u6784\u6765\u53d1\u73b0\u5f02\u5e38\u3002<\/li>\n
  • \u6709\u76d1\u7763\u5b66\u4e60<\/strong>\uff1aSkyWalking\u4e5f\u53ef\u4ee5\u4f7f\u7528\u6709\u76d1\u7763\u5b66\u4e60\u7b97\u6cd5\uff08\u5982\u51b3\u7b56\u6811\u3001\u652f\u6301\u5411\u91cf\u673a\u7b49\uff09\u8fdb\u884c\u5f02\u5e38\u68c0\u6d4b\u3002\u8fd9\u9700\u8981\u4e00\u4e9b\u5df2\u7ecf\u6807\u8bb0\u4e3a\u5f02\u5e38\u6216\u6b63\u5e38\u7684\u5386\u53f2\u6570\u636e\u6765\u8bad\u7ec3\u6a21\u578b\uff0c\u7136\u540e\u4f7f\u7528\u8be5\u6a21\u578b\u5bf9\u65b0\u7684\u6570\u636e\u8fdb\u884c\u5206\u7c7b\u3002<\/li>\n

    3. \u6839\u56e0\u5206\u6790<\/strong><\/p>\n

  • \u5173\u8054\u89c4\u5219\u6316\u6398<\/strong>\uff1aSkyWalking\u4f7f\u7528\u5173\u8054\u89c4\u5219\u6316\u6398\u7b97\u6cd5\uff08\u5982Apriori\uff09\u6765\u53d1\u73b0\u4e0d\u540c\u4e8b\u4ef6\u4e4b\u95f4\u7684\u5173\u8054\u5173\u7cfb\u3002\u901a\u8fc7\u5206\u6790\u4e8b\u4ef6\u7684\u5171\u73b0\u6a21\u5f0f\uff0c\u53ef\u4ee5\u627e\u5230\u5bfc\u81f4\u5f02\u5e38\u7684\u6839\u672c\u539f\u56e0\u3002<\/li>\n
  • \u56e0\u679c\u5206\u6790<\/strong>\uff1a\u501f\u52a9\u56e0\u679c\u5206\u6790\u7b97\u6cd5\uff08\u5982Granger\u56e0\u679c\u68c0\u9a8c\uff09\uff0cSkyWalking\u53ef\u4ee5\u786e\u5b9a\u4e0d\u540c\u6307\u6807\u4e4b\u95f4\u7684\u56e0\u679c\u5173\u7cfb\uff0c\u4ece\u800c\u627e\u51fa\u95ee\u9898\u7684\u6e90\u5934\u3002<\/li>\n

    \u56db\u3001\u81ea\u52a8\u5316\u64cd\u4f5c\u548c\u53cd\u9988<\/h2>\n

    SkyWalking\u4e0d\u4ec5\u80fd\u591f\u68c0\u6d4b\u5f02\u5e38\u548c\u9884\u6d4b\u95ee\u9898\uff0c\u8fd8\u80fd\u81ea\u52a8\u89e6\u53d1\u4fee\u590d\u64cd\u4f5c\u3002\u4f8b\u5982\uff0c\u5f53\u9884\u6d4b\u5230\u67d0\u4e2a\u670d\u52a1\u5373\u5c06\u51fa\u73b0\u6545\u969c\u65f6\uff0cSkyWalking\u53ef\u4ee5\u81ea\u52a8\u91cd\u542f\u8be5\u670d\u52a1\u6216\u8c03\u6574\u5176\u8d44\u6e90\u5206\u914d\u3002\u8fd9\u79cd\u81ea\u52a8\u5316\u53cd\u9988\u673a\u5236\u5927\u5927\u63d0\u9ad8\u4e86\u7cfb\u7edf\u7684\u53ef\u9760\u6027\u548c\u81ea\u6108\u80fd\u529b\u3002<\/p>\n

    \u4e94\u3001\u53ef\u89c6\u5316\u548c\u62a5\u544a<\/h2>\n

    SkyWalking\u63d0\u4f9b\u76f4\u89c2\u7684\u53ef\u89c6\u5316\u754c\u9762\uff0c\u5c55\u793a\u7cfb\u7edf\u7684\u6027\u80fd\u6307\u6807\u3001\u9884\u6d4b\u7ed3\u679c\u548c\u5f02\u5e38\u4e8b\u4ef6\u3002\u901a\u8fc7\u53ef\u89c6\u5316\uff0c\u8fd0\u7ef4\u4eba\u5458\u53ef\u4ee5\u5feb\u901f\u4e86\u89e3\u7cfb\u7edf\u7684\u8fd0\u884c\u72b6\u6001\uff0c\u5e76\u505a\u51fa\u76f8\u5e94\u7684\u51b3\u7b56\u3002SkyWalking\u8fd8\u80fd\u751f\u6210\u8be6\u7ec6\u7684\u62a5\u544a\uff0c\u5e2e\u52a9\u56e2\u961f\u8fdb\u884c\u4e8b\u540e\u5206\u6790\u548c\u6301\u7eed\u6539\u8fdb\u3002<\/p>\n

    \u901a\u8fc7\u6574\u5408\u4eba\u5de5\u667a\u80fd\u6280\u672f\uff0cSkyWalking\u4e3a\u5206\u5e03\u5f0f\u7cfb\u7edf\u7684\u6027\u80fd\u76d1\u63a7\u548c\u6545\u969c\u6392\u67e5\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u652f\u6301\u3002\u4ece\u6570\u636e\u6536\u96c6\u548c\u9884\u5904\u7406\uff0c\u5230\u9884\u6d4b\u3001\u5f02\u5e38\u68c0\u6d4b\u3001\u6839\u56e0\u5206\u6790\uff0c\u518d\u5230\u81ea\u52a8\u5316\u64cd\u4f5c\u548c\u53ef\u89c6\u5316\uff0cSkyWalking\u5168\u9762\u63d0\u5347\u4e86\u7cfb\u7edf\u7684\u53ef\u89c2\u5bdf\u6027\u548c\u53ef\u9760\u6027\u3002\u672a\u6765\uff0c\u968f\u7740\u4eba\u5de5\u667a\u80fd\u6280\u672f\u7684\u4e0d\u65ad\u53d1\u5c55\uff0cSkyWalking\u6709\u671b\u5728\u66f4\u591a\u590d\u6742\u73af\u5883\u4e2d\u53d1\u6325\u66f4\u5927\u7684\u4f5c\u7528\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

    \u4e00\u3001\u80cc\u666f\u4ecb\u7ecd SkyWalking\u662f\u4e00\u6b3e\u5f00\u6e90\u7684APM\uff08Application Performance Monitoring\uff0c\u5e94\u7528\u6027\u80fd\u76d1\u63a7\uff09\u5de5\u5177\uff0c\u7528\u4e8e\u5bf9\u5206\u5e03\u5f0f\u7cfb\u7edf\u8fdb\u884c\u6027\u80fd\u76d1\u63a7\u548c\u6545\u969c\u6392\u67e5\u3002\u968f\u7740\u4eba\u5de5\u667a\u80fd\u6280\u672f\u7684\u53d1\u5c55\uff0cSkyWalking\u5f00\u59cb\u5f15\u5165\u8fd9\u4e9b\u6280\u672f\u4ee5\u589e\u5f3a\u5176\u9884\u6d4b\u548c\u5f02\u5e38\u68c0\u6d4b\u80fd\u529b\u3002 \u4e8c\u3001\u6570\u636e\u6536\u96c6\u548c\u9884\u5904\u7406 SkyWalking\u4f7f\u7528\u4ee3\u7406\uff08agent\uff09\u6765\u6536\u96c6\u670d\u52a1\u95f4\u7684\u8c03\u7528\u94fe\u6570\u636e\u3001\u670d\u52a1\u5b9e\u4f8b\u7684\u6027\u80fd\u6307\u6807\uff08\u5982\u54cd\u5e94\u65f6\u95f4\u3001\u541e\u5410\u91cf\u3001\u9519\u8bef\u7387\u7b49\uff09\u4ee5\u53ca\u57fa\u7840\u8bbe\u65bd\u7684\u76f8\u5173\u6307\u6807\u3002\u8fd9\u4e9b\u6570\u636e\u88ab\u53d1\u9001\u5230SkyWalking\u7684\u540e\u7aef\u8fdb\u884c\u5b58\u50a8\u548c\u5206\u6790\u3002 \u5728\u6570\u636e\u9884\u5904\u7406\u9636\u6bb5\uff0cSkyWalking\u4e3b\u8981\u8fdb\u884c\u4ee5\u4e0b\u64cd\u4f5c\uff1a 1. \u6570\u636e\u6e05\u6d17\uff1a\u53bb\u9664\u91cd\u590d\u6216\u9519\u8bef\u7684\u6570\u636e\u8bb0\u5f55\u3002 2. \u6570\u636e\u8f6c\u6362\uff1a\u5c06\u4e0d\u540c\u683c\u5f0f\u7684\u6570\u636e\u6807\u51c6\u5316\uff0c\u4ee5\u4fbf\u540e\u7eed\u5904\u7406\u3002 3. 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