{"id":350327,"date":"2022-05-03T04:53:03","date_gmt":"2022-05-02T20:53:03","guid":{"rendered":"https:\/\/www.idc.net\/help\/350327\/"},"modified":"2022-05-03T04:53:03","modified_gmt":"2022-05-02T20:53:03","slug":"2020%e5%b9%b4%e9%9d%9e%e5%b8%b8%e5%80%bc%e5%be%97%e6%8e%a8%e8%8d%90%e7%9a%847%e7%a7%8d-kubernetes-%e6%97%a5%e5%bf%97%e7%ae%a1%e7%90%86%e5%b7%a5%e5%85%b7","status":"publish","type":"post","link":"https:\/\/idc.net\/help\/350327\/","title":{"rendered":"2020\u5e74\u975e\u5e38\u503c\u5f97\u63a8\u8350\u76847\u79cd Kubernetes \u65e5\u5fd7\u7ba1\u7406\u5de5\u5177"},"content":{"rendered":"<p>&nbsp;\u4f60\u53ef\u80fd\u4f1a\u5947\u602a\uff0c\u4e3a\u4ec0\u4e48\u8981\u4e3a Kubernetes \u7684\u65e5\u5fd7\u7ba1\u7406\u5de5\u5177\u800c\u70e6\u607c\uff1f<\/p>\n<p style=\"text-align: center\">\n<p>Kubernetes \u662f\u5bb9\u5668\u7f16\u6392\u5e02\u573a\u7684\u4e3b\u5bfc\u8005\uff0c\u7ecf\u5e38\u88ab\u7528\u6765\u6258\u7ba1\u5fae\u670d\u52a1\u3002\u5fae\u670d\u52a1\u7684\u6bcf\u4e2a\u5b9e\u4f8b\u90fd\u4f1a\u751f\u6210\u5927\u91cf\u7684\u65e5\u5fd7\u4e8b\u4ef6\uff0c\u5e76\u4e14\u8fd9\u4e9b\u4e8b\u4ef6\u5f88\u5feb\u5c31\u4f1a\u53d8\u5f97\u96be\u4ee5\u7ba1\u7406\u3002\u4f46\u662f\uff0c\u66f4\u7cdf\u7cd5\u7684\u662f\uff0c\u5f53\u95ee\u9898\u53d1\u751f\u65f6\uff0c\u7531\u4e8e\u670d\u52a1\u4e4b\u95f4\u7684\u590d\u6742\u7684\u4ea4\u4e92\u4ee5\u53ca\u51e0\u4e4e\u65e0\u7a77\u65e0\u5c3d\u7684\u53ef\u80fd\u6545\u969c\u6a21\u5f0f\uff0c\u5f88\u96be\u627e\u5230\u95ee\u9898\u6839\u6e90\u3002\u8fd9\u79cd\u6f5c\u5728\u7684\u95ee\u9898\u63a8\u52a8\u4e86 Kubernetes \u65e5\u5fd7\u7ba1\u7406\u5de5\u5177\u7684\u6d41\u884c\u3002<\/p>\n<p>\u4f46\u662f\u4e3a\u4ec0\u4e48\u6211\u4eec\u6709\u5982\u6b64\u591a\u7684\u5de5\u5177\u5462\uff1f\u662f\u5426\u5b58\u5728\u4e00\u79cd\u5b8c\u7f8e\u7684\u5de5\u5177\uff0c\u80fd\u591f\u6ee1\u8db3\u6bcf\u4e00\u79cd\u9700\u6c42\uff0c\u5e76\u5c3d\u53ef\u80fd\u9ad8\u6548\u3001\u5feb\u901f\u5730\u8fdb\u884c\u76d1\u63a7\u3001\u65e5\u5fd7\u8bb0\u5f55\u548c\u6839\u6e90\u5206\u6790\uff1f\u4f60\u53ef\u80fd\u5df2\u7ecf\u731c\u5230\u4e86\uff0c\u7b54\u6848\u662f\u5426\u5b9a\u7684\u3002<\/p>\n<p>\u5927\u591a\u6570 Kubernetes \u65e5\u5fd7\u7ba1\u7406\u5de5\u5177\u90fd\u662f ELK \u7684\u53d8\u4f53\uff0c\u5177\u6709\u76f8\u4f3c\u7684\u529f\u80fd\u5e76\u4e14\u5177\u6709\u76f8\u4f3c\u7684\u5c40\u9650\u6027\u3002\u8fd9\u4e9b\u5de5\u5177\u53ef\u4ee5\u5e2e\u52a9\u4f60\u8bbf\u95ee\u65e5\u5fd7\u5e76\u641c\u7d22\u4fe1\u606f\uff0c\u4f46\u95ee\u9898\u662f\uff0c\u4f60\u9700\u8981\u77e5\u9053\u8981\u67e5\u627e\u7684\u5185\u5bb9\u3002\u8fd9\u4e9b\u5de5\u5177\u4e2d\u7684\u5927\u591a\u6570\u8fd8\u9700\u8981\u89e3\u6790\u89c4\u5219\u548c\u8b66\u62a5\u89c4\u5219\u624d\u80fd\u6b63\u5e38\u5de5\u4f5c\u3002\u4f46\u6211\u9047\u5230\u4e86\u4e00\u4e2a\u4f8b\u5916\uff0c\u5b83\u4e0d\u9700\u8981\u624b\u52a8\u521b\u5efa\u89c4\u5219\u5c31\u53ef\u4ee5\u81ea\u52a8\u68c0\u6d4b\u95ee\u9898\u3002<\/p>\n<p>\u4e0b\u9762\u662f\u6211\u5217\u51fa\u7684 2020 \u5e74 Kubernetes \u6700\u4f73\u65e5\u5fd7\u7ba1\u7406\u5de5\u5177\u6e05\u5355\u3002<\/p>\n<h2>1. Zebrium<\/h2>\n<p>\u4f60\u8ba4\u4e3a\u4f1a\u5148\u51fa\u73b0\u5176\u4ed6\u5de5\u5177\u5417\uff1f\u8fd8\u662f Prometheus \u6216\u8005 ELK\uff1f\u6ca1\u6709\uff0c\u6211\u5c06 Zebrium \u653e\u5728\u7b2c\u4e00\u4f4d\uff0c\u662f\u56e0\u4e3a\u6211\u770b\u5230\u8fd9\u4e2a\u4e1c\u897f\u6709\u6f5c\u529b\u6210\u4e3a Kubernetes \u65e5\u5fd7\u7ba1\u7406\u7684\u4e0b\u4e00\u4e2a\u5927\u6740\u5668\u3002<\/p>\n<p>\u6700\u8fd1\uff0c\u8fd9\u5bb6\u65b0\u6210\u7acb\u7684\u521d\u521b\u516c\u53f8\u88ab\u8bc4\u4e3a\u201cGartner 2020 \u5e74\u6700\u503c\u5f97\u5173\u6ce8\u7684 25 \u5bb6\u4f01\u4e1a\u8f6f\u4ef6\u521d\u521b\u516c\u53f8\u201d\uff0c\u5e76\u88ab\u8bc4\u4e3a\u201cForbes \u4eba\u5de5\u667a\u80fd 50 \u5f3a\uff1a\u7f8e\u56fd\u6700\u6709\u524d\u9014\u7684\u4eba\u5de5\u667a\u80fd\u516c\u53f8\u201d\u3002<\/p>\n<p>\u8c08\u5230\u6210\u529f\uff0cZebrium \u6700\u8fd1\u8fd8\u5e2e\u52a9 Sweetwater \u5c06\u4e8b\u4ef6\u8ddf\u8e2a\u65f6\u95f4 \u4ece 3 \u5c0f\u65f6\u7f29\u77ed\u5230\u4ec5\u4ec5\u51e0\u5206\u949f\u3002Zebrium \u751a\u81f3\u80fd\u53d1\u73b0\u4ee5\u524d\u6ca1\u6709\u6ce8\u610f\u5230\u7684\u9690\u85cf\u95ee\u9898\u3002\u8fd9\u4e2a\u529f\u80fd\u975e\u5e38\u68d2\uff0c\u56e0\u4e3a\u5b83\u80fd\u591f\u5728\u95ee\u9898\u5f71\u54cd\u5ba2\u6237\u4e4b\u524d\u5c31\u53d1\u73b0\u95ee\u9898\u3002<\/p>\n<p>\u90a3\u53c8\u662f\u4ec0\u4e48\u8ba9 Zebrium \u7684\u65b9\u6cd5\u5728\u7ade\u4e89\u4e2d\u8131\u9896\u800c\u51fa\u5462\uff1f\u55ef\uff0c\u4ed6\u4eec\u5229\u7528\u4eba\u5de5\u667a\u80fd\u6765\u53d1\u73b0\u95ee\u9898\uff0c\u5e76\u81ea\u52a8\u627e\u51fa\u95ee\u9898\u6839\u6e90\uff0c\u800c\u6240\u6709\u5176\u4ed6\u7684\u5de5\u5177\u90fd\u4f9d\u9760\u7528\u6237\u624b\u52a8\u6dfb\u52a0\u89c4\u5219\u3002Zebrium \u8fd8\u53ef\u4ee5\u7528\u4f5c\u4e00\u4e2a\u72ec\u7acb\u7684\u65e5\u5fd7\u7ba1\u7406\u5e73\u53f0\uff0c\u4e5f\u53ef\u4ee5\u4e0e ELK Stack\uff08\u4ed6\u4eec\u79f0\u4e4b\u4e3a ZELK \u6808\uff09\u6216\u5176\u4ed6\u65e5\u5fd7\u7ba1\u7406\u5668\u96c6\u6210\u3002<\/p>\n<p>\u8fd9\u542c\u8d77\u6765\u50cf\u662f\u68a6\u60f3\u6210\u771f\uff0c\u6240\u4ee5\u6211\u5728\u4e00\u4e2a\u975e\u5e38\u7b80\u5355\u7684\u9879\u76ee\u4e0a\u5bf9\u5b83\u8fdb\u884c\u4e86\u6d4b\u8bd5\u3002\u5728\u8fd9\u4e2a\u6d4b\u8bd5\u4e2d\uff0cZebrium \u81ea\u52a8\u68c0\u6d4b\u5230\u7f51\u7edc\u8c03\u7528\u8d85\u65f6\u7684\u95ee\u9898\u3002\u800c\u6211\u5e76\u6ca1\u6709\u4e3a\u6b64\u5efa\u7acb\u4efb\u4f55\u89c4\u5219\uff0c\u4e5f\u6ca1\u6709\u624b\u52a8\u76d1\u89c6\u7cfb\u7edf\u3002Zebrium \u521a\u521a\u901a\u8fc7\u5176\u57fa\u4e8e\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u5c31\u53d1\u73b0\u4e86\u8fd9\u4e2a\u95ee\u9898\uff0c\u5e76\u7acb\u5373\u901a\u77e5\u4e86\u6211\u3002<\/p>\n<p>\u8fd8\u9700\u8981\u6307\u51fa\u7684\u662f\uff0c\u6211\u5e76\u975e\u4e13\u4e1a\u7684 DevOps \u5de5\u7a0b\u5e08\uff0c\u51b5\u4e14\u6211\u4e5f\u6ca1\u6709\u5728\u66f4\u5927\u7684\u9879\u76ee\u4e2d\u6d4b\u8bd5\u8fc7 Zebrium\u3002<\/p>\n<p><strong>\u4f18\u70b9<\/strong><\/p>\n<p>\u6613\u4e8e\u4e0a\u624b\uff1b\u53ea\u9700\u590d\u5236 \/ \u7c98\u8d34\u81ea\u5b9a\u4e49\u7684 helm \u6216 kubectl \u547d\u4ee4\u5373\u53ef\u3002<\/p>\n<p>\u81ea\u52a8\u68c0\u6d4b\u95ee\u9898\u548c\u95ee\u9898\u6839\u6e90\uff0c\u65e0\u9700\u624b\u52a8\u6dfb\u52a0\u89c4\u5219\u3002<\/p>\n<p>\u53ef\u4ee5\u7528\u4f5c\u72ec\u7acb\u7684\u65e5\u5fd7\u7ba1\u7406\u5de5\u5177\uff0c\u4e5f\u53ef\u4ee5\u4f5c\u4e3a\u73b0\u6709\u65e5\u5fd7\u7ba1\u7406\u5de5\u5177\uff08\u5982 ELK \u6808\uff09\u7684\u673a\u5668\u5b66\u4e60\u9644\u52a0\u7ec4\u4ef6\u3002<\/p>\n<p><strong>\u7f3a\u70b9<\/strong><\/p>\n<p>\u6ca1\u6709\u7ade\u4e89\u5bf9\u624b\u90a3\u4e48\u51fa\u540d\u3002<\/p>\n<p>\u514d\u8d39\u5957\u9910\u6bcf\u5929\u9650 500MB\uff0c\u6709\u6548\u671f 3 \u5929\u3002<\/p>\n<p>\u652f\u6301 Kubernetes\u3001Docker \u548c\u5927\u591a\u6570\u5e38\u7528\u5e73\u53f0\uff0c\u4f46\u5bf9 Windows \u5c1a\u672a\u63d0\u4f9b\u539f\u751f\u652f\u6301\u3002<\/p>\n<p>\u5b98\u7f51\uff1ahttps:\/\/www.zebrium.com\/<\/p>\n<h2>2. Sematext<\/h2>\n<p>\u8fd9\u662f\u4e00\u4e2a\u7528\u4e8e\u65e5\u5fd7\u7ba1\u7406\u548c\u5e94\u7528\u7a0b\u5e8f\u6027\u80fd\u76d1\u89c6\u7684\u89e3\u51b3\u65b9\u6848\u3002Sematext \u63d0\u4f9b\u4e86\u7cfb\u7edf\u72b6\u6001\u7684\u5168\u6808\u53ef\u89c1\u6027\u3002<\/p>\n<p>Sematext \u5e76\u4e0d\u4ec5\u9650\u4e8e Kubernetes \u65e5\u5fd7\uff0c\u5b83\u8fd8\u6839\u636e\u5ea6\u91cf\u6807\u51c6\u548c\u65e5\u5fd7\u5bf9 Kubernetes \u8fdb\u884c\u76d1\u63a7\u548c\u62a5\u8b66\u3002\u6536\u96c6\u7684\u65e5\u5fd7\u9488\u5bf9\u51e0\u79cd\u4e0d\u540c\u7684\u5df2\u77e5\u65e5\u5fd7\u683c\u5f0f\u81ea\u52a8\u89e3\u6790 \/ \u7ed3\u6784\u5316\uff0c\u5e76\u4e14\u7528\u6237\u8fd8\u53ef\u4ee5\u63d0\u4f9b\u81ea\u5b9a\u4e49\u65e5\u5fd7\u7684\u6a21\u5f0f\u3002\u5b83\u8fd8\u516c\u5f00\u4e86 Elasticesarch API\uff0c\u56e0\u6b64\uff0c\u4f60\u53ef\u4ee5\u4f7f\u7528\u4efb\u4f55\u652f\u6301 Elasticsearch \u7684\u5de5\u5177\uff0c\u6bd4\u5982 FileBeat \u4ee5\u53ca\u5e26\u6709 Sematext \u7684 Logstash\u3002\u4f60\u53ef\u4ee5\u5c06\u5b83\u7528\u4f5c ELK \u7684\u53d8\u4f53\uff0c\u4e5f\u53ef\u4ee5\u4e0e\u539f\u751f Sematext \u751f\u6001\u7cfb\u7edf\u4e00\u8d77\u4f7f\u7528\u3002\u8be5\u5de5\u5177\u6709\u52a9\u4e8e\u521b\u5efa\u7279\u5b9a\u7684\u89c4\u5219\u6765\u76d1\u89c6\u7279\u5b9a\u7684\u6848\u4f8b\u5e76\u6355\u83b7\u5f02\u5e38\u60c5\u51b5\u3002\u5ba2\u6237\u7aef\u53ef\u4ee5\u63a7\u5236\u548c\u76d1\u63a7\u6240\u6709\u670d\u52a1\uff0c\u8fd9\u8981\u5f52\u529f\u4e8e Sematext \u5168\u9762\u5b9e\u65f6\u4eea\u8868\u677f\u3002<\/p>\n<p><strong>\u4f18\u70b9<\/strong><\/p>\n<p>\u4e0e\u5176\u4ed6 Sematext Cloud \u5de5\u5177\u96c6\u6210\uff08\u5982 Experience \u548c Infrastructure Monitoring\uff09\u96c6\u6210\u3002<\/p>\n<p>\u53ef\u914d\u7f6e\u7684\u8d85\u65f6\u63a7\u5236\u901a\u8fc7\u7ec4\u7ec7\u65e5\u5fd7\u88ab\u63a5\u6536\u6765\u63a7\u5236\u6210\u672c\u3002<\/p>\n<p>ELK \u7684\u7075\u6d3b\u6027\u3002<\/p>\n<p><strong>\u7f3a\u70b9<\/strong><\/p>\n<p>Sematext \u5c0f\u5de5\u5177\u548c Kibana \u65e0\u6cd5\u5728\u4e00\u4e2a\u4eea\u8868\u677f\u4e0a\u6df7\u5408\u4f7f\u7528\u3002<\/p>\n<p>\u9700\u8981\u5728\u65e5\u5fd7\u4f20\u9012\u7a0b\u5e8f\u4e2d\u8fdb\u884c\u81ea\u5b9a\u4e49\u89e3\u6790\uff0cSematext \u4ec5\u5728\u670d\u52a1\u5668\u7aef\u89e3\u6790 Syslog \u548c JSON\u3002<\/p>\n<p>\u5c3d\u7ba1\u4ed6\u4eec\u8ba1\u5212\u6539\u8fdb\u8ddf\u8e2a\u529f\u80fd\uff0c\u4f46\u8ddf\u8e2a\u529f\u80fd\u8f83\u5f31\u3002<\/p>\n<p>\u5b98\u7f51\uff1ahttps:\/\/sematext.com\/<\/p>\n<h2>3. Grafana Loki<\/h2>\n<p>Kubernetes \u65e5\u5fd7\u76d1\u89c6\u5de5\u5177\u5217\u8868\u7684\u7b2c\u4e09\u4f4d\u5e76\u4e0d\u662f ELK\uff0c\u800c\u662f Loki\u3002\u53d7 Prometheus \u7684\u542f\u53d1\uff0cLoki \u662f\u4e00\u4e2a\u591a\u79df\u6237\u3001\u9ad8\u53ef\u7528\u7684\u65e5\u5fd7\u805a\u5408\u5de5\u5177\u3002\u8be5\u5de5\u5177\u53ef\u4ee5\u5e2e\u52a9\u6536\u96c6\u65e5\u5fd7\uff0c\u4f46\u7528\u6237\u9700\u8981\u4e3a\u5176\u6784\u5efa\u624b\u52a8\u89c4\u5219\u3002Loki \u548c Grafana\u3001Prometheus \u548c Kubernetes \u4e00\u8d77\u4f7f\u7528\u3002Loki \u53ef\u4ee5\u8ba9\u4f60\u7684\u5185\u90e8\u6d41\u7a0b\u66f4\u52a0\u9ad8\u6548\u3002\u4e3e\u4f8b\u6765\u8bf4\uff0c\u5b83\u4e3a Paytm Insider \u8282\u7701\u4e86 75% \u7684\u8bb0\u5f55\u548c\u76d1\u63a7\u6210\u672c\u3002\u7531\u4e8e\u6ca1\u6709\u5bf9\u65e5\u5fd7\u5185\u5bb9\u8fdb\u884c\u7d22\u5f15\uff0c\u800c\u53ea\u662f\u4e3a\u6bcf\u4e2a\u4e8b\u4ef6\u6d41\u7d22\u5f15\u4e00\u7ec4\u6807\u7b7e\uff0c\u56e0\u6b64 Loki \u5b9e\u73b0\u4e86\u5f88\u9ad8\u7684\u6548\u7387\u3002<\/p>\n<p><strong>\u4f18\u70b9<\/strong><\/p>\n<p>\u5927\u578b\u751f\u6001\u7cfb\u7edf\u3002<\/p>\n<p>\u4e30\u5bcc\u7684\u683c\u5f0f\u5316\u529f\u80fd\u3002<\/p>\n<p>\u7531\u4e8e\u65e5\u5fd7\u5185\u5bb9\u6ca1\u6709\u88ab\u7d22\u5f15\uff0c\u6240\u4ee5\u6548\u7387\u5f88\u9ad8\u3002<\/p>\n<p><strong>\u7f3a\u70b9<\/strong><\/p>\n<p>\u6ca1\u6709\u9488\u5bf9 Kubernetes \u65e5\u5fd7\u7ba1\u7406\u8fdb\u884c\u4f18\u5316\u3002<\/p>\n<p>\u6784\u5efa\u89c4\u5219\u9700\u8981\u5927\u91cf\u7684\u624b\u5de5\u5de5\u4f5c\u3002<\/p>\n<p>\u7f3a\u5c11\u5185\u5bb9\u7d22\u5f15\u53ef\u80fd\u4f1a\u9650\u5236\u641c\u7d22\u6027\u80fd\u3002<\/p>\n<p>\u5b98\u7f51\uff1ahttps:\/\/grafana.com\/oss\/loki\/<\/p>\n<h2>4. Elastic Stack<\/h2>\n<p>ELK \u6700\u7ec8\u540d\u5217\u7b2c\u56db\u3002\u603b\u7684\u6765\u8bf4\uff0cELK \u53ef\u80fd\u662f\u6700\u4e3a\u8457\u540d\u7684\u5f00\u6e90\u65e5\u5fd7\u7ba1\u7406\u5de5\u5177\u3002ELK \u662f Elasticsearch\u3001Logstash \u548c Kibana \u7684\u9996\u5b57\u6bcd\u7f29\u5199\u3002\u6bcf\u4e2a\u7ec4\u4ef6\u8d1f\u8d23\u65e5\u5fd7\u8bb0\u5f55\u8fc7\u7a0b\u7684\u4e0d\u540c\u90e8\u5206\u3002Elasticsearch \u662f\u4e00\u4e2a\u529f\u80fd\u5f3a\u5927\u7684\u3001\u4e14\u53ef\u6269\u5c55\u7684\u641c\u7d22\u7cfb\u7edf\uff0cLogstash \u805a\u5408\u548c\u5904\u7406\u65e5\u5fd7\uff0cKibana \u63d0\u4f9b\u5206\u6790\u548c\u53ef\u89c6\u5316\u754c\u9762\uff0c\u5e2e\u52a9\u7528\u6237\u7406\u89e3\u6570\u636e\u3002\u5b83\u4eec\u5171\u540c\u4e3a Kubernetes \u63d0\u4f9b\u4e86\u5168\u9762\u7684\u65e5\u5fd7\u8bb0\u5f55\u89e3\u51b3\u65b9\u6848\u3002\u8bf7\u6ce8\u610f\uff0cELK \u6808\u8fd8\u6709\u8bb8\u591a\u5176\u4ed6\u53d8\u4f53\uff08\u5982 EFK \u6808\uff1aElasticsearch\u3001Flunentd \u548c Kibana\uff09\u3002<\/p>\n<p>\u8bb8\u591a\u5927\u516c\u53f8\u90fd\u5728\u4f7f\u7528 ELK\uff0c\u6bd4\u5982 Adobe\u3001T-Mobile \u548c Walmart \u7b49\u7b49\uff0c\u56e0\u6b64\u4f60\u53ef\u4ee5\u786e\u5b9a\u5b83\u7684\u5065\u58ee\u6027\u3002\u603b\u7684\u8bf4\u6765\uff0c\u8fd9\u662f\u4e00\u4e2a\u53ef\u9760\u4e14\u7ecf\u8fc7\u5145\u5206\u9a8c\u8bc1\u7684\u5de5\u5177\u3002\u6211\u4e4b\u6240\u4ee5\u5c06\u5b83\u653e\u5728\u7b2c\u56db\u4f4d\uff0c\u662f\u56e0\u4e3a\u5b83\u7684\u590d\u6742\u6027\u548c\u5de5\u4f5c\u6240\u9700\u7684\u5927\u91cf\u8d44\u6e90\u3002<\/p>\n<p><strong>\u4f18\u70b9<\/strong><\/p>\n<p>\u8be5\u5de5\u5177\u5e7f\u4e3a\u4eba\u77e5\uff0c\u5e76\u62e5\u6709\u4e00\u4e2a\u5e9e\u5927\u7684\u793e\u533a\u3002<\/p>\n<p>\u975e\u5e38\u5e7f\u6cdb\u7684\u5e73\u53f0\u652f\u6301\u3002<\/p>\n<p>\u5728 Kibana \u4e2d\u5177\u6709\u4e30\u5bcc\u7684\u5206\u6790\u548c\u53ef\u89c6\u5316\u529f\u80fd\u3002<\/p>\n<p>\u9700\u8981\u5bf9\u65e5\u5fd7\u8fdb\u884c\u590d\u6742\u7684\u5206\u6790\uff0c\u5e76\u624b\u52a8\u5b9a\u4e49\u8b66\u62a5\u89c4\u5219\u3002<\/p>\n<p><strong>\u7f3a\u70b9<\/strong><\/p>\n<p>\u96be\u4ee5\u7ef4\u6301\u89c4\u6a21\u3002<\/p>\n<p>\u9700\u8981\u8fdb\u884c\u5927\u91cf\u8c03\u4f18\uff0c\u7279\u522b\u662f\u5bf9\u4e8e\u5927\u578b\u73af\u5883\u3002<\/p>\n<p>\u9700\u8981\u5927\u91cf\u7684\u8d44\u6e90\u8bf7\u6c42\u3002<\/p>\n<p>\u6709\u4e9b\u529f\u80fd\u9700\u8981\u4ed8\u8d39\u8bb8\u53ef\u3002<\/p>\n<p>\u5b98\u7f51\uff1ahttps:\/\/www.elastic.co\/what-is\/elk-stack<\/p>\n<h2>5. Google Operations\uff08\u524d\u8eab\u4e3a Stackdriver\uff09<\/h2>\n<p>Google Operations\uff0c\u4e5f\u5c31\u662f\u4f60\u53ef\u80fd\u77e5\u9053\u7684 StackDriver\uff0c\u662f\u7528\u4e8e\u5728\u79d1\u6280\u5de8\u64d8 Google \u7684\u73af\u5883\u4e2d\u76d1\u63a7\u3001\u6545\u969c\u6392\u9664\u548c\u63d0\u9ad8\u5e94\u7528\u7a0b\u5e8f\u6027\u80fd\u7684\u539f\u751f\u5de5\u5177\u3002\u5b83\u6536\u96c6 Google Cloud \u548c\u4f60\u7684\u5e94\u7528\u7a0b\u5e8f\u4e0a\u7684\u5ea6\u91cf\u6307\u6807\u3001\u65e5\u5fd7\u548c\u8ddf\u8e2a\u3002Google Operations \u76f8\u5f53\u4e8e AWS \u7684 CloudWatch\uff0c\u800c\u4e14\u548c CloudWatch \u4e00\u6837\uff0c\u5b83\u4e5f\u6709\u65e5\u5fd7\u8bb0\u5f55\u548c\u76d1\u63a7\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n<p>Cloud Logging \u4e0e GKE \u6df1\u5ea6\u96c6\u6210\uff0c\u5e76\u5c06\u9ed8\u8ba4\u60c5\u51b5\u4e0b\u6dfb\u52a0\u5230\u4f60\u521b\u5efa\u7684\u6bcf\u4e2a GKE \u96c6\u7fa4\u4e2d\u3002\u4f60\u7684\u65e5\u5fd7\u5b58\u50a8\u5728 Logging \u7684\u6570\u636e\u5b58\u50a8\u4e2d\uff0c\u5e76\u88ab\u7d22\u5f15\u7528\u4e8e\u641c\u7d22\u548c\u53ef\u89c6\u5316\u3002Cloud Logging \u652f\u6301\u7075\u6d3b\u7684\u67e5\u8be2\uff08\u53ef\u4fdd\u5b58\uff09\u3001\u7b80\u5355\u7684\u5b57\u6bb5\u63a2\u7d22\u548c\u76f4\u65b9\u56fe\u53ef\u89c6\u5316\uff0c\u5e76\u80fd\u4e0e Google \u57fa\u7840\u8bbe\u65bd\u7684\u5176\u4ed6\u5de5\u5177\u65e0\u7f1d\u96c6\u6210\u3002<\/p>\n<p><strong>\u4f18\u70b9<\/strong><\/p>\n<p>\u5b9e\u65f6\u65e5\u5fd7\u7ba1\u7406\u548c\u5206\u6790\u3002<\/p>\n<p>\u5ea6\u91cf\u6307\u6807\u672c\u8eab\u5c31\u5177\u6709\u53ef\u89c2\u6d4b\u6027\u3002<\/p>\n<p>\u5927\u91cf\u7684\u96c6\u6210\u3002<\/p>\n<p><strong>\u7f3a\u70b9<\/strong><\/p>\n<p>\u7531\u4e8e\u8bf7\u6c42\u9700\u7ecf\u8fc7\u4e0d\u540c\u7ea7\u522b\u7684 Google Cloud Platform\uff08GCP\uff09\uff0c\u56e0\u6b64\u5f88\u96be\u8ddf\u8e2a\u771f\u6b63\u7684\u5ef6\u8fdf\u3002<\/p>\n<p>\u4ec5\u9002\u7528\u4e8e GCP \u73af\u5883\u3002<\/p>\n<p>\u4ef7\u683c\u4f53\u7cfb\u590d\u6742\uff0c\u5f88\u96be\u9884\u4f30\u51fa\u67d0\u4e9b\u4e1c\u897f\u7684\u6210\u672c\u3002<\/p>\n<p>\u5b98\u7f51\uff1ahttps:\/\/cloud.google.com\/products\/operations<\/p>\n<h2>6. CloudWatch<\/h2>\n<p>CloudWatch \u662f Amazon Web Service \u63d0\u4f9b\u7684 AWS \u539f\u751f\u4ea7\u54c1\u3002\u5b83\u4ece AWS \u6536\u96c6\u76d1\u63a7\u548c\u8fd0\u8425\u6570\u636e\uff0c\u5e76\u5728\u4e00\u4e2a\u81ea\u52a8\u5316\u4eea\u8868\u677f\u4e0a\u5c06\u5176\u8fdb\u884c\u53ef\u89c6\u5316\u3002\u8fd9\u4f7f\u4f60\u80fd\u591f\u67e5\u770b\u5e76\u5173\u8054\u65e5\u5fd7\u548c\u6307\u6807\uff0c\u4ee5\u4e86\u89e3\u95ee\u9898\u7684\u6839\u672c\u539f\u56e0\u3002\u65e5\u5fd7\u53ef\u4ee5\u4f7f\u7528 CloudWatch \u81ea\u5df1\u4e13\u95e8\u6784\u5efa\u7684\u67e5\u8be2\u8bed\u8a00\u6765\u5206\u6790\uff0c\u8be5\u8bed\u8a00\u652f\u6301\u805a\u5408\u3001\u8fc7\u6ee4\u5668\u548c\u6b63\u5219\u8868\u8fbe\u5f0f\u3002\u4f60\u4e5f\u53ef\u4ee5\u901a\u8fc7 Lambda \u5c06\u65e5\u5fd7\u53d1\u9001\u5230 Elasticsearch\u3002<\/p>\n<p>\u603b\u7684\u6765\u8bf4\uff0c\u5982\u679c\u4f60\u5df2\u7ecf\u5728\u4f7f\u7528 Amazon \u670d\u52a1\uff0c\u90a3\u4e48 CloudWatch \u5c31\u662f\u4e00\u4e2a\u5f88\u4e0d\u9519\u7684\u9009\u62e9\u3002\u5b83\u8fd8\u53ef\u4ee5\u5728\u6df7\u5408\u4e91\u67b6\u6784\u4e2d\u4f7f\u7528\uff0c\u5e76\u4f7f\u7528\u4ee3\u7406\u6216 API \u6765\u76d1\u63a7\u5185\u90e8\u8d44\u6e90\u3002\u5f88\u591a\u77e5\u540d\u516c\u53f8\uff0c\u5982 Airbnb\u3001Deliveroo\u30019GAG \u7b49\uff0c\u90fd\u5728\u4f7f\u7528 CloudWatch\u3002\u7531\u4e8e DynamoDB TTL \u7684\u5b58\u5728\uff0c\u5b83\u6bcf\u5e74\u8fd8\u53ef\u4ee5\u4e3a\u516c\u53f8\u8282\u7701\u6570\u767e\u4e07\u7f8e\u5143\u7684\u5f00\u652f\u3002<\/p>\n<p><strong>\u4f18\u70b9<\/strong><\/p>\n<p>\u4e13\u95e8\u4e3a\u76d1\u89c6 AWS \u8d44\u6e90\u800c\u6784\u5efa\u3002<\/p>\n<p>\u5177\u6709\u6700\u9ad8\u5bb9\u8bb8\u5b9e\u4f8b\u5ea6\u91cf\u6307\u6807\uff08t2 CPU \u79ef\u5206\u4f59\u989d\uff09\u3002<\/p>\n<p>\u8be6\u7ec6\u7684\u76d1\u89c6\u548c\u81ea\u52a8\u4f38\u7f29\u7ec4\u3002<\/p>\n<p><strong>\u7f3a\u70b9<\/strong><\/p>\n<p>\u5b83\u53ea\u80fd\u7528\u4e8e AWS \u670d\u52a1\u3002<\/p>\n<p>\u4eea\u8868\u677f\u7684\u81ea\u5b9a\u4e49\u9009\u9879\u5e76\u4e0d\u591a\u3002<\/p>\n<p>\u4e0d\u652f\u6301\u4e8b\u52a1\u8ddf\u8e2a\u3002<\/p>\n<p>\u5b98\u7f51\uff1ahttps:\/\/aws.amazon.com\/cloudwatch\/<\/p>\n<h2>7. Fluentd<\/h2>\n<p>Fluentd \u662f\u4e00\u4e2a\u8de8\u5e73\u53f0\u7684\u5f00\u6e90\u6570\u636e\u6536\u96c6\u5668\uff0c\u63d0\u4f9b\u4e86\u7edf\u4e00\u7684\u65e5\u5fd7\u8bb0\u5f55\u5c42\uff08\u4f46\u5b83\u5e76\u4e0d\u662f\u72ec\u7acb\u7684\u65e5\u5fd7\u7ba1\u7406\u5668\uff09\u3002\u8fd9\u662f\u4e00\u4e2a\u975e\u5e38\u6d41\u884c\u7684\u5de5\u5177\uff0c\u62e5\u6709\u8d85\u8fc7 5000 \u540d\u7528\u6237\uff0c\u5305\u62ec Atlassian\u3001Microso \u548c Amazon\u3002\u4ece\u5ba2\u6237\u7aef\u6765\u770b\uff0c\u6211\u4eec\u53ef\u4ee5\u5f97\u51fa\u9ad8\u6c34\u5e73\u7684\u53ef\u9760\u6027\u548c\u6027\u80fd\u3002\u6b64\u5916\uff0cFluentd \u8fd8\u521b\u5efa\u4e86\u4e00\u4e2a\u7edf\u4e00\u7684\u65e5\u5fd7\u8bb0\u5f55\u5c42\uff0c\u5e2e\u52a9\u4f60\u66f4\u6709\u6548\u5730\u4f7f\u7528\u6570\u636e\uff0c\u5e76\u5728\u8f6f\u4ef6\u4e0a\u5bf9\u6570\u636e\u8fdb\u884c\u5feb\u901f\u7684\u8fed\u4ee3\u3002\u8fd9\u4e2a\u5de5\u5177\u53ef\u4ee5\u5e2e\u52a9\u4f60\u6bcf\u79d2\u5904\u7406 120000 \u6761\u8bb0\u5f55\uff0c\u5c31\u50cf\u5904\u7406 LINE \u4e00\u6837\u3002<\/p>\n<p><strong>\u4f18\u70b9<\/strong><\/p>\n<p>\u5927\u578b\u793e\u533a\u548c\u63d2\u4ef6\u751f\u6001\u7cfb\u7edf\u3002<\/p>\n<p>\u7edf\u4e00\u7684\u65e5\u5fd7\u8bb0\u5f55\u5c42\u3002<\/p>\n<p>\u7ecf\u9a8c\u8bc1\u7684\u53ef\u9760\u6027\u548c\u6027\u80fd\u3002<\/p>\n<p>\u542f\u52a8\u7b80\u5355\uff0c\u53ef\u4ee5\u5728\u5341\u5206\u949f\u5185\u5b8c\u6210\u5b89\u88c5\u3002<\/p>\n<p><strong>\u7f3a\u70b9<\/strong><\/p>\n<p>\u914d\u7f6e\u56f0\u96be\u3002<\/p>\n<p>\u5bf9\u8f6c\u6362\u6570\u636e\u7684\u652f\u6301\u6709\u9650\u3002<\/p>\n<p>\u4e0d\u662f\u5b8c\u6574\u7684\u65e5\u5fd7\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n<p>\u5b98\u7f51\uff1ahttps:\/\/www.fluentd.org\/<\/p>\n<h2>8. \u7ed3\u8bba\uff1a\u5982\u4f55\u9009\u62e9\u5408\u683c\u7684\u5de5\u5177<\/h2>\n<p>\u9996\u5148\uff0c\u6211\u5e94\u8be5\u89e3\u91ca\u4e00\u4e0b\u6211\u4e3a\u4f55\u6ca1\u6709\u5c06 Prometheus \u5217\u5165\u540d\u5355\uff0c\u56e0\u4e3a\u6211\u80af\u5b9a\u4f60\u4f1a\u770b\u5230\u7684\u3002\u8fd9\u662f\u56e0\u4e3a\u672c\u6587\u4e3b\u8981\u8ba8\u8bba\u65e5\u5fd7\u76d1\u89c6\u5de5\u5177\uff0c\u800c Prometheus \u5904\u7406\u7684\u662f\u5ea6\u91cf\u6307\u6807\uff0c\u5e76\u4e0d\u652f\u6301\u65e5\u5fd7\u7ba1\u7406\u3002<\/p>\n<p>\u56e0\u6b64\uff0c\u5982\u679c\u4f60\u538c\u5026\u4e86\u624b\u52a8\u67e5\u627e\u65e5\u5fd7\u4ee5\u67e5\u627e\u95ee\u9898\u6839\u6e90\uff0c\u6216\u538c\u5026\u4e86\u6784\u5efa\u548c\u7ba1\u7406\u8b66\u62a5\u89c4\u5219\uff0c\u90a3\u4e48\u4f60\u5e94\u8be5\u5c1d\u8bd5\u4f7f\u7528 Zebrium \u53ca\u5176\u57fa\u4e8e\u4eba\u5de5\u667a\u80fd\u548c\u673a\u5668\u5b66\u4e60\u7684\u7b97\u6cd5\u3002\u8fd9\u53ef\u80fd\u4f1a\u4e3a\u4f60\u8282\u7701\u5927\u91cf\u65f6\u95f4\uff0c\u8ba9\u4f60\u4ece\u5236\u5b9a\u5927\u91cf\u89c4\u5219\u7684\u8270\u5de8\u4efb\u52a1\u4e2d\u89e3\u8131\u51fa\u6765\u3002\u8fd9\u770b\u8d77\u6765\u662f\u4e00\u79cd\u975e\u5e38\u6709\u8da3\u7684\u65e5\u5fd7\u8bb0\u5f55\u65b9\u6cd5\u3002<\/p>\n<p>\u4e0d\u8fc7\uff0c\u5982\u679c\u4f60\u6b63\u5728\u5bfb\u627e\u4e00\u4e9b\u66f4\u4e3b\u6d41\u7684\u5de5\u5177\uff0c\u5e76\u4e14\u77e5\u9053\u8981\u521b\u5efa\u54ea\u4e9b\u8b66\u62a5\u89c4\u5219\uff0c\u6216\u8005\u4f60\u4e0d\u4fe1\u4efb\u4eba\u5de5\u667a\u80fd\uff0c\u90a3\u4e48\u53ef\u4ee5\u8bd5\u8bd5 Loki \u6216 Sematext\uff0c\u5982\u679c\u4f60\u4ee5\u524d\u6ca1\u6709\u4f7f\u7528\u8fc7\u65e5\u5fd7\u76d1\u89c6\u5de5\u5177\u7684\u8bdd\uff0c\u5b83\u4eec\u90fd\u662f\u975e\u5e38\u6709\u6548\u7684\u5de5\u5177\u3002\u5982\u679c\u4f60\u5df2\u7ecf\u4f7f\u7528 Grafana \u6216\u8005 Sematext Cloud\/Enterprise \u4ea7\u54c1\uff0c\u5b83\u4eec\u5c06\u4f1a\u7279\u522b\u6709\u7528\u3002<\/p>\n<p>\u5982\u679c\u4f60\u7684\u9879\u76ee\u4f7f\u7528 Google \u7684 GCP \u4ea7\u54c1\uff0c\u90a3\u4e48\uff0c\u4e00\u4e2a\u5f88\u597d\u7684\u3001\u5e76\u4e14\u76f8\u5f53\u660e\u663e\u7684\u53d8\u4f53\u53ef\u80fd\u5c31\u662f Google Operations\u3002<\/p>\n<p>\u5982\u679c\u4f60\u6709\u591a\u4e2a\u6216\u5916\u6765\u7684\u65e5\u5fd7\u6e90\uff0c\u53ef\u4ee5\u5c1d\u8bd5 Fluentd \u7684\u7edf\u4e00\u65e5\u5fd7\u8bb0\u5f55\u5c42\uff0c\u4f46\u4f60\u4ecd\u7136\u9700\u8981\u65e5\u5fd7\u8bb0\u5f55\u5de5\u5177\u3002\u5f53\u7136\uff0c\u5982\u679c\u4f60\u662f AWS \u7528\u6237\u7684\u8bdd\uff0cCloudWatch \u5c06\u662f\u4f60\u7684\u81ea\u7136\u9009\u62e9\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>&nbsp;<\/p>\n","protected":false},"excerpt":{"rendered":"<p>&nbsp;\u4f60\u53ef\u80fd\u4f1a\u5947\u602a\uff0c\u4e3a\u4ec0\u4e48\u8981\u4e3a Kubernetes \u7684\u65e5\u5fd7\u7ba1\u7406\u5de5\u5177\u800c\u70e6\u607c\uff1f Kubernetes \u662f\u5bb9 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":350328,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[61],"tags":[],"class_list":["post-350327","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-website"],"_links":{"self":[{"href":"https:\/\/idc.net\/help\/wp-json\/wp\/v2\/posts\/350327","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/idc.net\/help\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/idc.net\/help\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/idc.net\/help\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/idc.net\/help\/wp-json\/wp\/v2\/comments?post=350327"}],"version-history":[{"count":0,"href":"https:\/\/idc.net\/help\/wp-json\/wp\/v2\/posts\/350327\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/idc.net\/help\/wp-json\/wp\/v2\/media\/350328"}],"wp:attachment":[{"href":"https:\/\/idc.net\/help\/wp-json\/wp\/v2\/media?parent=350327"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/idc.net\/help\/wp-json\/wp\/v2\/categories?post=350327"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/idc.net\/help\/wp-json\/wp\/v2\/tags?post=350327"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}