{"id":64763,"date":"2023-08-04T11:53:01","date_gmt":"2023-08-04T11:53:01","guid":{"rendered":"https:\/\/www.azul.com\/?p=64763"},"modified":"2023-09-07T18:10:13","modified_gmt":"2023-09-07T18:10:13","slug":"ramps-in-performance-tests-best-practices","status":"publish","type":"post","link":"https:\/\/www.azul.com\/zh-hans\/blog\/ramps-in-performance-tests-best-practices\/","title":{"rendered":"\u9488\u5bf9\u6027\u80fd\u6d4b\u8bd5\u4e2d\u659c\u5761\u7684\u6700\u4f73\u5b9e\u8df5"},"content":{"rendered":"\n<p><em>\u6027\u80fd\u6d4b\u8bd5\u5bb9\u5668\u5316\u73af\u5883\u4e2d\u6700\u5e38\u89c1\u7684\u76ee\u6807\u4e4b\u4e00\u662f\u5728\u9700\u8981\u81ea\u52a8\u6269\u5c55\u66f4\u591a<\/em><em> pod <\/em><em>\u4e4b\u524d\u4e86\u89e3<\/em><em> pod <\/em><em>\u53ef\u4ee5\u5904\u7406\u591a\u5c11\u8d1f\u8f7d\u3002\u7531\u4e8e\u4f17\u591a\u81ea\u52a8\u6269\u5c55<\/em><em> K8 <\/em><em>\u96c6\u7fa4\u4f1a\u6839\u636e<\/em><em> CPU <\/em><em>\u5229\u7528\u7387\u89e6\u53d1\u6269\u5c55\uff0c\u5b9e\u8df5\u5f53\u4e2d\u8fd9\u610f\u5473\u7740\u8981\u5728<\/em><em> CPU <\/em><em>\u5229\u7528\u7387\u8d85\u8fc7\u4e00\u5b9a\u6c34\u5e73\u4e4b\u524d\u6d4b\u8bd5<\/em><em> pod <\/em><em>\u53ef\u4ee5\u627f\u53d7\u7684\u541e\u5410\u91cf\u3002\uff08\u6211\u4eec\u8ba4\u4e3a\u5931\u8d25\u7684\u4e8b\u52a1\u6570\u6216\u54cd\u5e94\u5ef6\u8fdf\u7b49\u4e1a\u52a1\u6307\u6807\u6bd4\u5355\u7eaf\u7684<\/em><em> CPU <\/em><em>\u5229\u7528\u7387\u66f4\u597d\uff0c\u4e0d\u8fc7\u672c\u6587\u5c06\u4e0d\u5c31\u6b64\u5c55\u5f00\u8be6\u8ff0\u3002\uff09<\/em><\/p>\n\n\n\n<p><em>\u83b7\u53d6\u8be5\u9650\u503c\u7684\u65b9\u6cd5\u4e4b\u4e00\u662f\u9010\u6e10\u589e\u52a0\u8ba1\u7b97\u673a\u4e0a\u7684\u8d1f\u8f7d\uff0c\u5e76\u89c2\u5bdf\u4f55\u65f6\u8d85\u8fc7\u7ed9\u5b9a\u7684<\/em><em> CPU <\/em><em>\u5229\u7528\u7387\u3002\u8fd9\u6b63\u662f<\/em><em>&nbsp;<\/em><a href=\"https:\/\/github.com\/AzulSystems\/tussle-framework\" target=\"_blank\" rel=\"noreferrer noopener\"><em>TUSSLE <\/em><em>\u6846\u67b6<\/em><\/a><em>\u627f\u62c5\u7684\u4efb\u52a1\uff0c\u4f46\u5176\u91c7\u7528\u66f4\u4e3a\u91cd\u8981\u7684\u6700\u5927\u5ef6\u8fdf\u6307\u6807\u3002\u7136\u800c\u8fd9\u79cd\u65b9\u6cd5\u4ea6\u6709\u7f3a\u9677\uff0c\u64cd\u4f5c\u82e5\u6709\u4e0d\u614e\uff0c\u53ef\u80fd\u4f1a\u57fa\u4e8e\u5783\u573e\u6570\u636e\u505a\u51fa\u4e1a\u52a1\u51b3\u7b56\u3002\u5982\u679c\u9075\u5faa\u6700\u4f73\u5b9e\u8df5\uff0c\u6027\u80fd\u6d4b\u8bd5\u4e2d\u7684\u659c\u5761\u4f1a\u975e\u5e38\u6709\u7528\u3002<\/em><\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-\u4e3a\u659c\u5761\u7684\u6bcf\u4e2a\u9636\u8dc3\u7559\u51fa\u8db3\u591f\u7684\u65f6\u95f4\">\u4e3a\u659c\u5761\u7684\u6bcf\u4e2a\u9636\u8dc3\u7559\u51fa\u8db3\u591f\u7684\u65f6\u95f4<\/h2>\n\n\n\n<p>\u6267\u884c\u659c\u5761\u5bb9\u91cf\u6d4b\u8bd5\u65f6\uff0c\u53ef\u5728\u659c\u5761\u6d4b\u8bd5\u4e2d\u8bbe\u7f6e\u7684\u4e3b\u8981\u53c2\u6570\u5305\u62ec\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u521d\u59cb\u8d1f\u8f7d<\/li>\n\n\n\n<li>\u6700\u7ec8\u8d1f\u8f7d<\/li>\n\n\n\n<li>\u8d1f\u8f7d\u589e\u52a0\u901f\u7387<\/li>\n\n\n\n<li>\u5404\u8d1f\u8f7d\u7684\u505c\u7559\u65f6\u95f4<\/li>\n<\/ul>\n\n\n\n<p>\u5176\u4e2d\u7528\u4e8e\u5f97\u51fa\u6709\u6548\u7ed3\u8bba\u7684\u6700\u5173\u952e\u53c2\u6570\u4e3a\u5404\u8d1f\u8f7d\u7684\u505c\u7559\u65f6\u95f4\u3002\u8fd9\u662f\u56e0\u4e3a\u901a\u5e38\u9700\u8981\u5f88\u957f\u65f6\u95f4\u624d\u80fd\u770b\u5230\u5904\u7406\u8f83\u9ad8\u8d1f\u8f7d\u7684\u6548\u679c\uff0c\u4f8b\u5982\u5206\u914d\u7387\u548c\u5783\u573e\u6536\u96c6\u3002\u5b9e\u65f6\u96c6\u5408\u5f80\u5f80\u9700\u8981\u5f88\u4e45\u624d\u80fd\u5230\u8fbe\u4e34\u754c\u70b9\u3002\u56e0\u6b64\uff0c\u5982\u679c\u659c\u5761\u4e2d\u7684\u6bcf\u4e2a\u9636\u8dc3\u90fd\u4ec5\u6301\u7eed 5 \u5206\u949f\uff0c\u4f46\u65b0\u8d1f\u8f7d\u7684\u4e0d\u826f\u5f71\u54cd\u9700\u8981 15 \u5206\u949f\u624d\u4f1a\u663e\u73b0\uff0c\u90a3\u4e48\u6545\u969c\u70b9\u7684\u8d1f\u8f7d\u5b9e\u9645\u4e0a\u6bd4\u6d4b\u8bd5\u7ed3\u679c\u6240\u8ba4\u4e3a\u7684\u8d1f\u8f7d\u8981\u4f4e\u5f97\u591a\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-\u5982\u679c\u659c\u5761\u4e2d\u7684\u6bcf\u4e2a\u9636\u8dc3\u90fd\u4ec5\u6301\u7eed-5-\u5206\u949f-\u4f46\u65b0\u8d1f\u8f7d\u7684\u4e0d\u826f\u5f71\u54cd\u9700\u8981-15-\u5206\u949f\u624d\u4f1a\u663e\u73b0-\u90a3\u4e48\u6545\u969c\u70b9\u7684\u8d1f\u8f7d\u5b9e\u9645\u4e0a\u6bd4\u6d4b\u8bd5\u7ed3\u679c\u6240\u8ba4\u4e3a\u7684\u8d1f\u8f7d\u8981\u4f4e\u5f97\u591a\">\u5982\u679c\u659c\u5761\u4e2d\u7684\u6bcf\u4e2a\u9636\u8dc3\u90fd\u4ec5\u6301\u7eed 5 \u5206\u949f\uff0c\u4f46\u65b0\u8d1f\u8f7d\u7684\u4e0d\u826f\u5f71\u54cd\u9700\u8981 15 \u5206\u949f\u624d\u4f1a\u663e\u73b0\uff0c\u90a3\u4e48\u6545\u969c\u70b9\u7684\u8d1f\u8f7d\u5b9e\u9645\u4e0a\u6bd4\u6d4b\u8bd5\u7ed3\u679c\u6240\u8ba4\u4e3a\u7684\u8d1f\u8f7d\u8981\u4f4e\u5f97\u591a\u3002<\/h3>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p>\u201c\u90a3\u4e48\u5982\u4f55\u5224\u65ad\u662f\u5426\u5df2\u4e3a\u659c\u5761\u7684\u6bcf\u4e2a\u9636\u8dc3\u7559\u51fa\u4e86\u8db3\u591f\u7684\u65f6\u95f4\uff1f\u201d\u60a8\u53ef\u80fd\u4f1a\u8fd9\u6837\u95ee\u3002\u8fd9\u91cc\u7ed9\u51fa\u4e00\u4e9b\u601d\u8def\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-\u68c0\u67e5-gc-\u65e5\u5fd7\">\u68c0\u67e5 GC \u65e5\u5fd7<\/h3>\n\n\n\n<p>\u67e5\u770b GC \u65e5\u5fd7\u4e2d\u7684\u5404\u9879\u5185\u5bb9\u3002\u901a\u8fc7\u67e5\u770b CPU \u5229\u7528\u7387\u548c\u7b2c 2 \u5c42\u7f16\u8bd1\u961f\u5217\uff0c\u53ef\u4ee5\u5f88\u5bb9\u6613\u5730\u5224\u65ad JIT \u662f\u5426\u5df2\u7ecf\u5b8c\u6210\u3002\u60a8\u53ef\u4ee5\u67e5\u770b\u5b9e\u65f6\u96c6\u5408\u662f\u4ecd\u5728\u589e\u52a0\u8fd8\u662f\u5df2\u7ecf\u7a33\u5b9a\uff0c\u603b\u4f53\u5185\u5b58\u5229\u7528\u7387\u662f\u5426\u5df2\u7ecf\u7a33\u5b9a\uff0c\u7b49\u7b49\u3002<\/p>\n\n\n\n<p>\u5b9e\u8df5\u51fa\u771f\u77e5\uff0c\u5b9e\u9645\u4e0a\uff0c\u60a8\u5e94\u5728\u6bcf\u4e2a\u9636\u8dc3\u548c\u6bcf\u6b21\u8fd0\u884c\u4e2d\u83b7\u5f97\u53ef\u91cd\u590d\u6570\u636e\uff0c\u5e76\u8ba9\u5173\u952e\u4e1a\u52a1\u6307\u6807\uff08\u6bcf\u79d2\u4e8b\u52a1\u6570\u3001\u5b8c\u6210\u7684\u547d\u4ee4\u6570\u3001\u5ef6\u8fdf\u6570\uff09\u4fdd\u6301\u7a33\u5b9a\u3002\u5982\u679c\u4ecd\u7136\u770b\u5230\u5927\u91cf\u6742\u4e71\u7684\u6d4b\u8bd5\u7ed3\u679c\u6216\u662f\u6d4b\u8bd5\u4e4b\u95f4\u5b58\u5728\u8f83\u5927\u5dee\u5f02\uff0c\u8bf7\u7ee7\u7eed\u589e\u52a0\u6574\u4f53\u6d4b\u8bd5\u8fd0\u884c\u65f6\u95f4\u4ee5\u53ca\u9636\u8dc3\u4e4b\u95f4\u7684\u65f6\u95f4\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-\u659c\u5761\u6d4b\u8bd5\u5f00\u59cb\u524d\u5145\u5206\u9884\u70ed\">\u659c\u5761\u6d4b\u8bd5\u5f00\u59cb\u524d\u5145\u5206\u9884\u70ed<\/h3>\n\n\n\n<p>\u786e\u4fdd\u660e\u786e\u5730\u5c06 JIT \u9884\u70ed\u4f5c\u4e3a\u5355\u72ec\u9636\u8dc3\u8fdb\u884c\u5904\u7406\u3002\u4e0d\u8981\u5047\u5b9a JIT \u4f1a\u4f5c\u4e3a\u659c\u5761\u4e0a\u5347\u7684\u4e00\u90e8\u5206\u72ec\u7acb\u8fdb\u884c\u3002\u6700\u4f73\u5b9e\u8df5\u662f\u4ee5\u5408\u7406\u901f\u7387\u8fd0\u884c\uff0c\u5f85 JIT CPU \u5229\u7528\u7387\u7a33\u5b9a\u4e14\u7b2c 2 \u5c42\u7f16\u8bd1\u961f\u5217\u6392\u5b9a\u540e\u518d\u5f00\u59cb\u659c\u5761\u6d4b\u8bd5\u3002<\/p>\n\n\n\n<p>\u5141\u8bb8\u9884\u70ed\u5bf9\u4e8e&nbsp;<a href=\"https:\/\/www.azul.com\/products\/prime\/\">Azul Platform Prime<\/a>&nbsp;\u7b49\u4f18\u5316 JDK \u6765\u8bf4\u5c24\u5176\u91cd\u8981\uff0c\u8fd9\u7c7b JDK \u901a\u8fc7\u66f4\u957f\u65f6\u95f4\u7684 JIT \u6d3b\u52a8\u751f\u6210\u66f4\u9ad8\u6027\u80fd\u7684\u4ee3\u7801\u3002Prime \u7684\u6700\u7ec8\u9884\u70ed\u5bb9\u91cf\u51e0\u4e4e\u603b\u662f\u8f83\u9ad8\uff0c\u4f46\u60a8\u7684\u6d4b\u8bd5\u53ef\u80fd\u4f1a\u663e\u793a\u8f83\u4f4e\u7684\u4e34\u754c\u70b9\uff0c\u56e0\u4e3a JVM \u5c06 CPU \u540c\u65f6\u7528\u4e8e JIT \u548c\u4e1a\u52a1\u903b\u8f91\u3002\u60a8\u53ef\u4ee5\u8003\u8651\u4f7f\u7528<a href=\"https:\/\/www.azul.com\/products\/components\/readynow\/\">ReadyNow<\/a><a href=\"https:\/\/www.azul.com\/products\/intelligence-cloud\/cloud-native-compiler\/\">\u4e91\u539f\u751f\u7f16\u8bd1\u5668<\/a>\u6216\u5176\u4ed6\u9884\u70ed\u4f18\u5316\u6765\u7f29\u77ed\u9884\u70ed\u66f2\u7ebf\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-azul-platform-prime-\u7b49\u4f18\u5316-jdk-\u7684\u6700\u7ec8\u9884\u70ed\u5bb9\u91cf\u51e0\u4e4e\u603b\u662f\u8f83\u9ad8-\u4f46\u60a8\u7684\u6d4b\u8bd5\u53ef\u80fd\u4f1a\u663e\u793a\u8f83\u4f4e\u7684\u4e34\u754c\u70b9-\u56e0\u4e3a-jvm-\u5c06-cpu-\u540c\u65f6\u7528\u4e8e-jit-\u548c\u4e1a\u52a1\u903b\u8f91\">Azul Platform Prime \u7b49\u4f18\u5316 JDK \u7684\u6700\u7ec8\u9884\u70ed\u5bb9\u91cf\u51e0\u4e4e\u603b\u662f\u8f83\u9ad8\uff0c\u4f46\u60a8\u7684\u6d4b\u8bd5\u53ef\u80fd\u4f1a\u663e\u793a\u8f83\u4f4e\u7684\u4e34\u754c\u70b9\uff0c\u56e0\u4e3a JVM \u5c06 CPU \u540c\u65f6\u7528\u4e8e JIT \u548c\u4e1a\u52a1\u903b\u8f91\u3002<\/h3>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-\u8bc4\u4f30\u7ed3\u679c\">\u8bc4\u4f30\u7ed3\u679c<\/h2>\n\n\n\n<p>\u4e00\u822c\u800c\u8a00\uff0c\u6211\u4eec\u4e0d\u5e0c\u671b\u8fc7\u591a\u5173\u6ce8\u201c\u4f55\u65f6\u8fbe\u5230 75%\uff1f\u201d\u4e4b\u7c7b\u7684\u975e\u9ed1\u5373\u767d\u7684\u6d4b\u8bd5\uff0c\u800c\u662f\u66f4\u503e\u5411\u4e8e\u5728\u6d4b\u8bd5\u7684\u6574\u4e2a\u751f\u547d\u5468\u671f\u4e2d\u89c2\u5bdf CPU \u7684\u884c\u4e3a\u3002\u60a8\u53ef\u4ee5\u8003\u8651\u5982\u4f55\u5b9e\u9645\u6536\u96c6 CPU \u5229\u7528\u7387\u4fe1\u606f\u3002\u5047\u8bbe\u60a8\u6b63\u5728\u67e5\u770b Grafana \u56fe\u8868\uff0cPrometheus \u53ef\u80fd\u4f7f\u7528 top\/ps \u6216\u5176\u4ed6\u547d\u4ee4\u6765\u6536\u96c6\u8fd9\u4e9b\u6570\u636e\u3002\u8bf7\u6ce8\u610f\uff0c\u8fd9\u4e9b\u6570\u636e\u901a\u5e38\u662f 30 \u79d2\u5230 2 \u5206\u949f\u5185\u7684\u5e73\u5747 CPU \u5229\u7528\u7387\uff0c\u800c\u4e0d\u662f 1 \u79d2\u5b9e\u4f8b\u7684 CPU \u8ba1\u6570\u503c\u3002\u8fd9\u610f\u5473\u7740\u60a8\u7684 Grafana \u56fe\u8868\u4e2d\u53ef\u80fd\u9690\u85cf\u6709\u5927\u91cf 75% 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