{"id":44440,"date":"2025-06-19T07:15:54","date_gmt":"2025-06-18T23:15:54","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/44440.html"},"modified":"2025-06-19T07:15:54","modified_gmt":"2025-06-18T23:15:54","slug":"%e6%b7%b7%e6%b2%8c%e5%b7%a5%e7%a8%8b%e5%9c%a8%e5%9c%a8%e7%ba%bf%e6%b8%b8%e6%88%8f%e5%b9%b3%e5%8f%b0%e6%9c%8d%e5%8a%a1%e5%99%a8%e7%a8%b3%e5%ae%9a%e6%80%a7%e4%bc%98%e5%8c%96%e4%b8%8e%e5%8d%a1%e9%a1%bf","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/44440.html","title":{"rendered":"\u6df7\u6c8c\u5de5\u7a0b\u5728\u5728\u7ebf\u6e38\u620f\u5e73\u53f0\u670d\u52a1\u5668\u7a33\u5b9a\u6027\u4f18\u5316\u4e0e\u5361\u987f\u6cbb\u7406\u4e2d\u7684\u5b9e\u8df5"},"content":{"rendered":"<\/p>\n<h3>\u6df7\u6c8c\u5de5\u7a0b\u5728\u5728\u7ebf\u6e38\u620f\u5e73\u53f0\u670d\u52a1\u5668\u7a33\u5b9a\u6027\u4f18\u5316\u4e0e\u5361\u987f\u6cbb\u7406\u4e2d\u7684\u5b9e\u8df5<\/h3>\n<\/p>\n<h4>\u6280\u672f\u9009\u578b\u4e0e\u5b9e\u65bd\u6846\u67b6<\/h4>\n<\/p>\n<p>\u5728\u7ebf\u6e38\u620f\u5e73\u53f0\u4f5c\u4e3a\u5178\u578b\u7684\u9ad8\u5e76\u53d1\u3001\u4f4e\u5ef6\u8fdf\u573a\u666f&#xff0c;\u5176\u670d\u52a1\u5668\u7a33\u5b9a\u6027\u76f4\u63a5\u5f71\u54cd\u7528\u6237\u7559\u5b58\u4e0e\u5546\u4e1a\u4ef7\u503c\u3002\u6df7\u6c8c\u5de5\u7a0b\u901a\u8fc7\u4e3b\u52a8\u6ce8\u5165\u6545\u969c\u6a21\u62df&#xff0c;\u5e2e\u52a9\u56e2\u961f\u63d0\u524d\u8bc6\u522b\u7cfb\u7edf\u8106\u5f31\u70b9&#xff08;Netflix\u7684Chaos Monkey\u5b9e\u8df5&#xff09;\u3002\u6280\u672f\u9009\u578b\u9700\u517c\u987e\u53ef\u89c2\u6d4b\u6027\u3001\u81ea\u52a8\u5316\u7a0b\u5ea6\u4e0e\u4e1a\u52a1\u5f71\u54cd\u8303\u56f4\u3002\u4f8b\u5982&#xff0c;AWS Fault Injection Simulator\u4e0eKubernetes\u539f\u751f\u6545\u969c\u6ce8\u5165\u5de5\u5177\u53ef\u5206\u522b\u6ee1\u8db3\u516c\u6709\u4e91\u4e0e\u79c1\u6709\u4e91\u573a\u666f\u9700\u6c42&#xff08;Google Cloud 2022\u6df7\u6c8c\u5de5\u7a0b\u767d\u76ae\u4e66&#xff09;\u3002\u5b9e\u65bd\u6846\u67b6\u9700\u5305\u542b\u4e09\u4e2a\u6838\u5fc3\u6a21\u5757&#xff1a;<\/p>\n<ul>\n<li>\u6545\u969c\u5e93&#xff1a;\u9884\u8bbe\u7f51\u7edc\u5ef6\u8fdf\u3001\u670d\u52a1\u964d\u7ea7\u7b4920&#043;\u6545\u969c\u7c7b\u578b<\/li>\n<li>\u7f16\u6392\u5f15\u64ce&#xff1a;\u652f\u6301\u591a\u8282\u70b9\u540c\u6b65\u6ce8\u5165<\/li>\n<li>\u53cd\u9988\u95ed\u73af&#xff1a;\u96c6\u6210Prometheus\/Grafana\u5b9e\u65f6\u76d1\u6d4b<\/li>\n<\/ul>\n<p>&#xff08;<br \/>\n\u5fae\u8f6fAzure 2023\u6df7\u6c8c\u5de5\u7a0b\u67b6\u6784\u56fe&#xff09;\u3002 <\/p>\n<h4>\u7a33\u5b9a\u6027\u4f18\u5316\u7b56\u7565<\/h4>\n<\/p>\n<p style=\"text-align:center\"><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/06\/20250618231551-685348a7cab74.jpg\" \/><\/p>\n<p>\u5728\u300a\u539f\u795e\u300b\u5168\u7403\u670d\u7684\u5b9e\u8df5\u4e2d&#xff0c;\u901a\u8fc7\u5468\u671f\u6027\u6ce8\u5165\u6570\u636e\u5e93\u4e3b\u4ece\u5ef6\u8fdf&#xff08;\u5cf0\u503c300ms&#xff09;&#xff0c;\u56e2\u961f\u53d1\u73b0\u5206\u5e03\u5f0f\u9501\u7ade\u4e89\u95ee\u9898&#xff0c;\u6700\u7ec8\u4f18\u5316Redis\u96c6\u7fa4\u81f3\u652f\u6301\u6bcf\u79d2120\u4e07\u6b21\u5e76\u53d1&#xff08;\u817e\u8baf\u4e91\u6280\u672f\u62a5\u544a2023&#xff09;\u3002\u53e6\u4e00\u4e2a\u5178\u578b\u6848\u4f8b\u662f\u300a\u738b\u8005\u8363\u8000\u300b\u7684\u5bb9\u5668\u5316\u6539\u9020&#xff0c;\u901a\u8fc7\u6a21\u62dfK8s\u8282\u70b9\u5b95\u673a&#xff08;\u6545\u969c\u6ce8\u5165\u9891\u73871\u6b21\/\u5c0f\u65f6&#xff09;&#xff0c;\u5c06\u670d\u52a1\u4e2d\u65ad\u65f6\u95f4\u4ece14.7\u5206\u949f\u964d\u81f32.3\u5206\u949f&#xff08;\u963f\u91cc\u4e91\u6280\u672f\u5cf0\u4f1a2022&#xff09;\u3002\u5173\u952e\u4f18\u5316\u8def\u5f84\u5305\u62ec&#xff1a;<\/p>\n<ul>\n<li>\u8d44\u6e90\u7ade\u4e89\u5206\u6790&#xff1a;\u901a\u8fc7jstack\u7ebf\u7a0b\u5806\u6808\u8ffd\u8e2a\u53d1\u73b0CPU\u4eb2\u548c\u6027\u914d\u7f6e\u7f3a\u9677<\/li>\n<li>\u7194\u65ad\u673a\u5236\u5f3a\u5316&#xff1a;\u57fa\u4e8eHystrix\u7684\u9608\u503c\u52a8\u6001\u8c03\u6574&#xff08;\u4ece500ms\u63d0\u5347\u81f3800ms&#xff09;<\/li>\n<li>\u5bb9\u707e\u6f14\u7ec3&#xff1a;\u6bcf\u5b63\u5ea6\u6a21\u62df\u5168\u533a\u57df\u7f51\u7edc\u5206\u533a<\/li>\n<\/ul>\n<p>&#xff08;<br \/>\nIEEE 2023\u6df7\u6c8c\u5de5\u7a0b\u6807\u51c6&#xff09;\u3002 <\/p>\n<h4>\u5361\u987f\u6cbb\u7406\u65b9\u6cd5\u8bba<\/h4>\n<\/p>\n<p style=\"text-align:center\"><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/06\/20250618231552-685348a824380.jpg\" \/><\/p>\n<p>\u5361\u987f\u95ee\u9898\u672c\u8d28\u662f\u5ef6\u8fdf\u94fe\u8def\u4e2d\u7684\u74f6\u9888\u7d2f\u79ef\u3002\u67d0\u5934\u90e8\u6e38\u620f\u516c\u53f8\u901a\u8fc7\u6df7\u6c8c\u6ce8\u5165\u53d1\u73b0&#xff0c;\u5f5350%\u4ee5\u4e0a\u73a9\u5bb6\u5904\u4e8e\u540c\u4e00\u533a\u57df\u65f6&#xff08;\u5730\u56fe\u8d1f\u8f7d\u56e0\u5b50&gt;0.75&#xff09;&#xff0c;NPC\u52a0\u8f7d\u5ef6\u8fdf\u6fc0\u589e300%&#xff08;Unity\u5f15\u64ce\u6280\u672f\u5206\u6790&#xff09;\u3002\u6cbb\u7406\u65b9\u6848\u5305\u542b&#xff1a;<\/p>\n<ul>\n<li>\u52a8\u6001\u8d44\u6e90\u8c03\u5ea6&#xff1a;\u57fa\u4e8eKubernetes HPA\u81ea\u52a8\u6269\u7f29\u5bb9&#xff08;\u54cd\u5e94\u65f6\u95f4&lt;15\u79d2&#xff09;<\/li>\n<li>\u8fb9\u7f18\u8ba1\u7b97\u4f18\u5316&#xff1a;CDN\u8282\u70b9\u667a\u80fd\u5206\u6d41&#xff08;P99\u5ef6\u8fdf\u964d\u4f4e42%&#xff09;<\/li>\n<li>\u73a9\u5bb6\u884c\u4e3a\u5efa\u6a21&#xff1a;\u901a\u8fc7Flink\u5b9e\u65f6\u8ba1\u7b97\u70ed\u533a\u5206\u5e03<\/li>\n<\/ul>\n<p>&#xff08;<br \/>\nGoogle Play 2023\u6027\u80fd\u4f18\u5316\u62a5\u544a&#xff09;\u3002\u5178\u578b\u6848\u4f8b\u663e\u793a&#xff0c;\u6ce8\u5165\u6570\u636e\u5e93\u67e5\u8be2\u5931\u8d25&#xff08;<br \/>\n\u6a21\u62df\u5931\u8d25\u73875%-10%&#xff09;\u540e&#xff0c;\u5f00\u53d1\u56e2\u961f\u91cd\u6784\u4e86\u5206\u5e03\u5f0f\u4e8b\u52a1\u8865\u507f\u673a\u5236&#xff0c;\u4f7f\u5168\u670d\u4ea4\u6613\u6210\u529f\u7387\u4ece99.12%\u63d0\u5347\u81f399.98%\u3002 <\/p>\n<h4>\u76d1\u63a7\u4e0e\u53cd\u9988\u673a\u5236<\/h4>\n<\/p>\n<p style=\"text-align:center\"><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/06\/20250618231552-685348a8708d3.jpg\" \/><\/p>\n<p>\u6709\u6548\u7684\u76d1\u63a7\u4f53\u7cfb\u9700\u8986\u76d6\u6df7\u6c8c\u5b9e\u9a8c\u5168\u751f\u547d\u5468\u671f\u3002\u67d0\u6e38\u620f\u5e73\u53f0\u91c7\u7528\u591a\u7ef4\u5ea6\u6307\u6807&#xff1a;<\/p>\n<table>\n<tbody>\n<tr>\u6307\u6807\u7c7b\u578b\u76d1\u6d4b\u5de5\u5177\u9608\u503c\u8bbe\u7f6e<\/tr>\n<tr>\n<td>\u7cfb\u7edf\u7ea7<\/td>\n<td>Prometheus<\/td>\n<td>CPU&gt;90%\u6301\u7eed5\u5206\u949f<\/td>\n<\/tr>\n<tr>\n<td>\u4e1a\u52a1\u7ea7<\/td>\n<td>ELK Stack<\/td>\n<td>P99\u5ef6\u8fdf&gt;2s<\/td>\n<\/tr>\n<tr>\n<td>\u73a9\u5bb6\u7ea7<\/td>\n<td>Crashlytics<\/td>\n<td>\u5d29\u6e83\u7387&gt;0.1%\/\u65e5<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>&#xff08;<br \/>\nAWS CloudWatch\u67b6\u6784\u56fe&#xff09;\u3002\u53cd\u9988\u673a\u5236\u5305\u542b&#xff1a; <\/p>\n<ul>\n<li>\u6839\u56e0\u5206\u6790&#xff1a;\u57fa\u4e8e\u56e0\u679c\u63a8\u7406\u6a21\u578b\u5b9a\u4f4d\u6545\u969c\u4f20\u64ad\u8def\u5f84<\/li>\n<li>\u81ea\u52a8\u5316\u4fee\u590d&#xff1a;\u89e6\u53d1CI\/CD\u6d41\u6c34\u7ebf&#xff08;\u5e73\u5747\u8017\u65f628\u5206\u949f&#xff09;<\/li>\n<li>\u77e5\u8bc6\u5e93\u66f4\u65b0&#xff1a;\u6bcf\u6b21\u5b9e\u9a8c\u540e\u8865\u51453-5\u6761\u6545\u969c\u9884\u6848<\/li>\n<\/ul>\n<p>&#xff08;<br \/>\nGitLab 2022\u6df7\u6c8c\u5de5\u7a0b\u5b9e\u8df5&#xff09;\u3002 <\/p>\n<h4>\u5b9e\u65bd\u6548\u679c\u4e0e\u91cf\u5316\u6307\u6807<\/h4>\n<\/p>\n<p style=\"text-align:center\"><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/06\/20250618231552-685348a8b7fc5.jpg\" \/><\/p>\n<p>\u7ecf\u8fc718\u4e2a\u6708\u6301\u7eed\u5b9e\u8df5&#xff0c;\u67d0\u5e73\u53f0\u5b9e\u73b0&#xff1a;<\/p>\n<ul>\n<li>\u7cfb\u7edf\u53ef\u7528\u6027\u4ece99.2%\u63d0\u5347\u81f399.99%&#xff08;\u5e74\u6545\u969c\u65f6\u95f4\u51cf\u5c1187.6\u5c0f\u65f6&#xff09;<\/li>\n<li>\u5361\u987f\u7387\u4ece0.35%\u964d\u81f30.02%&#xff08;\u73a9\u5bb6\u6295\u8bc9\u4e0b\u964d92%&#xff09;<\/li>\n<li>\u6545\u969c\u6062\u590d\u65f6\u95f4\u4ece\u5e73\u57472.1\u5c0f\u65f6\u7f29\u77ed\u81f319\u5206\u949f<\/li>\n<\/ul>\n<p>&#xff08;<br \/>\n\u817e\u8baf2023\u5e74\u5ea6\u8fd0\u7ef4\u62a5\u544a&#xff09;\u3002\u6210\u672c\u6536\u76ca\u5206\u6790\u663e\u793a&#xff0c;\u6bcf\u6295\u51651\u5143\u6df7\u6c8c\u5de5\u7a0b\u9884\u7b97&#xff0c;\u53ef\u907f\u514d\u7ea6$4.3\u7684\u6545\u969c\u635f\u5931&#xff08;<br \/>\nForrester 2022\u6df7\u6c8c\u7ecf\u6d4e\u6a21\u578b&#xff09;\u3002 <\/p>\n<h4>\u6311\u6218\u4e0e\u672a\u6765\u65b9\u5411<\/h4>\n<\/p>\n<p style=\"text-align:center\"><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/06\/20250618231553-685348a90a390.jpg\" \/><\/p>\n<p>\u5f53\u524d\u9762\u4e34\u4e09\u5927\u6311\u6218&#xff1a;<\/p>\n<ul>\n<li>\u6df7\u6c8c\u5b9e\u9a8c\u4e0e\u4e1a\u52a1\u9ad8\u5cf0\u671f\u7684\u65f6\u95f4\u7a97\u53e3\u51b2\u7a81<\/li>\n<li>\u591a\u4e91\u73af\u5883\u4e0b\u7684\u6545\u969c\u6ce8\u5165\u4e00\u81f4\u6027<\/li>\n<li>AI\u751f\u6210\u5f0f\u6545\u969c\u6a21\u62df\u7684\u53ef\u9760\u6027<\/li>\n<\/ul>\n<p>&#xff08;<br \/>\nGartner 2023\u6280\u672f\u8d8b\u52bf&#xff09;\u3002\u5efa\u8bae\u65b9\u5411&#xff1a; <\/p>\n<ul>\n<li>\u6784\u5efa\u6df7\u6c8c\u77e5\u8bc6\u56fe\u8c31&#xff1a;\u5173\u8054\u5b9e\u9a8c\u6570\u636e\u4e0e\u4ee3\u7801\u63d0\u4ea4\u8bb0\u5f55<\/li>\n<li>\u53d1\u5c55\u9884\u6d4b\u6027\u6df7\u6c8c&#xff1a;\u57fa\u4e8e\u65f6\u5e8f\u9884\u6d4b\u63d0\u524d\u6ce8\u5165\u98ce\u9669\u573a\u666f<\/li>\n<li>\u8de8\u5e73\u53f0\u6807\u51c6\u5316&#xff1a;\u63a8\u52a8CNCF\u6df7\u6c8c\u5de5\u7a0bAPI\u89c4\u8303<\/li>\n<\/ul>\n<p>&#xff08;<br \/>\nLinux\u57fa\u91d1\u4f1a2024\u6280\u672f\u8def\u7ebf\u56fe&#xff09;\u3002 <\/p>\n<h4>\u603b\u7ed3\u4e0e\u5efa\u8bae<\/h4>\n<\/p>\n<p style=\"text-align:center\"><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2025\/06\/20250618231553-685348a95940a.jpg\" 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