{"id":82283,"date":"2025-04-22T12:00:00","date_gmt":"2025-04-22T12:00:00","guid":{"rendered":"https:\/\/www.azul.com\/blog\/how-to-train-readynow-to-achieve-optimal-java-performance\/"},"modified":"2025-05-14T14:50:44","modified_gmt":"2025-05-14T14:50:44","slug":"how-to-train-readynow-to-achieve-optimal-java-performance","status":"publish","type":"post","link":"https:\/\/www.azul.com\/zh-hans\/blog\/how-to-train-readynow-to-achieve-optimal-java-performance\/","title":{"rendered":"\u5982\u4f55\u8bad\u7ec3 ReadyNow \u4ee5\u5b9e\u73b0\u6700\u4f73 Java \u6027\u80fd"},"content":{"rendered":"\n<p><em>\u8fd9\u662f\u5173\u4e8e\u4f7f\u7528<\/em><em> ReadyNow <\/em><em>\u52a0\u5feb<\/em><em> Java <\/em><em>\u5e94\u7528\u7a0b\u5e8f\u9884\u70ed\u7cfb\u5217\u7684\u7b2c\u4e09\u7bc7\u535a\u6587\u3002\u5982\u679c\u60a8\u8fd8\u6ca1\u6709\u5173\u6ce8\u672c\u7cfb\u5217\uff0c\u8bf7\u56de\u5230\u7b2c\u4e00\u7bc7\u535a\u6587<\/em><em>\u201c<\/em><a href=\"https:\/\/www.azul.com\/zh-hans\/blog\/faster-warmup-of-your-java-applications-crac-versus-readynow\/\"><em>\u66f4\u5feb\u7684<\/em><em> Java <\/em><em>\u9884\u70ed\uff1a<\/em><\/a><a href=\"https:\/\/www.azul.com\/zh-hans\/blog\/faster-warmup-of-your-java-applications-crac-versus-readynow\/\"><em>CRaC <\/em><em>\u4e0e<\/em><em> ReadyNow<\/em><\/a><em>\u201d<\/em><em>\uff0c\u8865\u770b\u4e00\u4e0b\u76f8\u5173\u5185\u5bb9\u3002\u8fd9\u7bc7\u6587\u7ae0\u89e3\u91ca\u4e86\u5982\u4f55\u8bad\u7ec3<\/em><em> Azul Platform Prime <\/em><em>\u4e2d\u7684<\/em><em> ReadyNow <\/em><em>\u529f\u80fd\u4ee5\u5b9e\u73b0\u6700\u4f73<\/em><em> Java <\/em><em>\u6027\u80fd\u3002<\/em><\/p>\n\n\n\n<p>\u4f7f\u7528\u5355\u6b21\u8fd0\u884c\u751f\u6210\u7684\u914d\u7f6e\u6587\u4ef6\u65e5\u5fd7\u53ea\u662f Java \u9884\u70ed\u7684\u7b2c\u4e00\u6b65\u3002ReadyNow \u4ece\u4ee5\u524d\u7684\u6267\u884c\u4e2d\u5b66\u4e60\uff0c\u5e76\u5728\u6bcf\u6b21\u65b0\u7684\u8c03\u7528\u65f6\u9010\u6b65\u6539\u5584\u9884\u70ed\u65f6\u95f4\u3002\u901a\u8fc7\u591a\u6b21\u8bad\u7ec3\u8fd0\u884c\uff0c\u60a8\u53ef\u4ee5\u8fdb\u4e00\u6b65\u63d0\u9ad8\u5e94\u7528\u7a0b\u5e8f\u7684\u6027\u80fd\u3002ReadyNow \u4ece\u8bad\u7ec3\u8fd0\u884c\u4e2d\u6536\u96c6\u6570\u636e\u5e76\u5c06\u5176\u5b58\u50a8\u5728\u914d\u7f6e\u6587\u4ef6\u65e5\u5fd7\u4e2d\uff0c\u4ece\u800c\u786e\u4fdd\u7b2c\u4e00\u6b21\u548c\u540e\u7eed\u8fd0\u884c\u540e\u83b7\u5f97\u66f4\u597d\u7684\u6027\u80fd\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"Understanding-ReadyNow-Generations\">\u4e86\u89e3 ReadyNow \u7684\u5404\u4ee3\u4ea7\u54c1<\/h2>\n\n\n\n<p>\u4f7f\u7528 ReadyNow \u65f6\uff0c\u5982\u679c\u60a8\u5bf9\u5e94\u7528\u7a0b\u5e8f\u6267\u884c\u591a\u6b21\u8bad\u7ec3\u8fd0\u884c\u4ee5\u751f\u6210\u6700\u4f73\u914d\u7f6e\u6587\u4ef6\uff0c\u60a8\u5c06\u83b7\u5f97\u6700\u4f73\u7ed3\u679c\u3002\u60a8\u5fc5\u987b\u5bf9\u6bcf\u4e2a\u65b0\u7684\u5e94\u7528\u7a0b\u5e8f\u6784\u5efa\u7248\u672c\u6267\u884c\u6b64\u64cd\u4f5c\uff0c\u4ee5\u786e\u4fdd\u914d\u7f6e\u6587\u4ef6\u65e5\u5fd7\u4e0e\u4fee\u6539\u6216\u6269\u5c55\u7684\u4ee3\u7801\u4e00\u81f4\u3002<\/p>\n\n\n\n<p>\u5f53\u60a8\u7684\u5e94\u7528\u7a0b\u5e8f\u5728\u751f\u4ea7\u73af\u5883\u4e2d\u8fd0\u884c\u65f6\uff0c\u5176\u6bcf\u6b21\u8fd0\u884c\u4e4b\u95f4\u53ef\u80fd\u4f1a\u5b58\u5728\u5f88\u5927\u7684\u5dee\u5f02\u3002\u8fd9\u4e3b\u8981\u662f\u7531\u5904\u7406\u201c\u771f\u5b9e\u73af\u5883\u4e0b\u7684\u6d41\u91cf\u201d\u6240\u5bfc\u81f4\u7684\uff0c\u800c\u8fd9\u53ef\u80fd\u4e0e\u60a8\u7684\u6d4b\u8bd5\u6216\u8bad\u7ec3\u73af\u5883\u6709\u6240\u4e0d\u540c\u3002\u901a\u8fc7\u6267\u884c\u591a\u6b21\u8bad\u7ec3\u8fd0\u884c\uff0c\u60a8\u53ef\u4ee5\u5e2e\u52a9\u589e\u52a0\u5206\u6790\u8986\u76d6\u7387\uff0c\u4ee5\u751f\u6210\u66f4\u80fd\u4ee3\u8868\u751f\u4ea7\u73af\u5883\u4e2d\u9884\u671f\u5e94\u7528\u7a0b\u5e8f\u8fd0\u884c\u7684\u6700\u7ec8\u5206\u6790\u7ed3\u679c\u3002<\/p>\n\n\n\n<p>\u4f8b\u5982\uff0c\u4e3a\u4e86\u4e3a\u540d\u4e3a MyApp-v1.5 \u7684\u5e94\u7528\u7a0b\u5e8f\u5b9e\u4f8b\u751f\u6210\u826f\u597d\u7684\u914d\u7f6e\u6587\u4ef6\uff0c\u60a8\u53ef\u4ee5\u5bf9\u5e94\u7528\u7a0b\u5e8f\u6267\u884c\u4e09\u6b21\u8bad\u7ec3\u8fd0\u884c\uff0c\u4ee5\u8bb0\u5f55\u4e09\u4ee3 ReadyNow \u914d\u7f6e\u6587\u4ef6\u65e5\u5fd7\u3002\u60a8\u5728\u6ca1\u6709\u8f93\u5165\u6587\u4ef6\u7684\u60c5\u51b5\u4e0b\u5f00\u59cb\u7b2c\u4e00\u6b21\u8fd0\u884c\uff0c\u5e76\u5728\u6bcf\u6b21\u540e\u7eed\u8bad\u7ec3\u8fd0\u884c\u4e2d\u4f7f\u7528\u8f93\u51fa\u6587\u4ef6\u3002<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"504\" height=\"262\" src=\"https:\/\/azul.imgix.net\/wp-content\/uploads\/How-to-Train-ReadyNow-Arrow-Chart-CN.png?auto=format&crop=faces,entropy&fit=max&q=80&s=c311b720a34a6d7614301aef7b725d3b\" alt=\"\" class=\"wp-image-82285\"\/><\/figure>\n\n\n\n<p>\u60a8\u9700\u8981\u786e\u4fdd\u6bcf\u6b21\u8bad\u7ec3\u8fd0\u884c\u7684\u8f93\u51fa\u90fd\u6ee1\u8db3\u6700\u4f4e\u6807\u51c6\uff0c\u624d\u80fd\u5c06\u5176\u63d0\u5347\u4e3a\u4e0b\u4e00\u7ea7\u522b\u7684\u8f93\u5165\u3002\u8fd9\u4e9b\u63d0\u5347\u6807\u51c6\u53ef\u4ee5\u662f\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u8bad\u7ec3\u8fd0\u884c\u7684\u65f6\u957f<\/li>\n\n\n\n<li>\u5019\u9009\u914d\u7f6e\u6587\u4ef6\u65e5\u5fd7\u7684\u5927\u5c0f<\/li>\n<\/ul>\n\n\n\n<p>\u60a8\u53ef\u4ee5\u6839\u636e\u9884\u671f\u5e94\u7528\u7a0b\u5e8f\u8fd0\u884c\u7684\u5df2\u77e5\u5c5e\u6027\u6765\u5b9a\u4e49\u8fd9\u4e9b\u6807\u51c6\uff0c\u4ee5\u5224\u65ad\u6536\u96c6\u5230\u7684 ReadyNow \u914d\u7f6e\u6587\u4ef6\u662f\u5426\u5177\u6709\u8db3\u591f\u7684\u4ee3\u8868\u6027\u3002\u60a8\u53ef\u4ee5\u4f7f\u7528\u4e00\u4e9b\u57fa\u672c\u7edf\u8ba1\u6570\u636e\uff0c\u4f8b\u5982\u914d\u7f6e\u6587\u4ef6\u65e5\u5fd7\u65f6\u957f\u3001\u6587\u4ef6\u5927\u5c0f\u3001\u8bb0\u5f55\u7684\u7f16\u8bd1\u6570\u91cf\u3001\u8bb0\u5f55\u7684\u7c7b\u6570\u91cf\u7b49\u3002\u5982\u679c\u8fd9\u4e9b\u6570\u5b57\u4e0e\u5e94\u7528\u7a0b\u5e8f\u8fd0\u884c\u7edf\u8ba1\u6570\u636e\u975e\u5e38\u63a5\u8fd1\uff0c\u5219\u53ef\u4ee5\u65ad\u5b9a\u8be5\u914d\u7f6e\u6587\u4ef6\u53ef\u80fd\u8db3\u591f\u6210\u719f\u3002\u4f8b\u5982\uff0c\u5982\u679c\u60a8\u7684\u5e94\u7528\u7a0b\u5e8f\u6bcf 24 \u5c0f\u65f6\u91cd\u542f\u4e00\u6b21\u5e76\u52a0\u8f7d 5 \u4e07\u4e2a\u7c7b\uff0c\u60a8\u4e5f\u5e0c\u671b ReadyNow \u914d\u7f6e\u6587\u4ef6\u4e2d\u52a0\u8f7d\u7684\u7c7b\u6570\u91cf\u76f8\u540c\u3002<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<h2 class=\"wp-block-heading\" id=\"h-\u63d0\u793a-\u4f7f\u7528-optimizer-hub-\u7684-readynow-orchestrator-\u529f\u80fd-\u65f6-\u4f1a\u81ea\u52a8\u521b\u5efa\u63d0\u5347\u7684\u914d\u7f6e\u6587\u4ef6-\u672c\u7cfb\u5217\u7684\u4e0b\u4e00\u7bc7\u535a\u6587\u5c06\u5bf9\u6b64\u8fdb\u884c\u89e3\u91ca\"><strong>\u63d0\u793a<\/strong><strong><br><\/strong>\u4f7f\u7528 <a href=\"https:\/\/docs.azul.com\/optimizer-hub\/connecting\/readynow-orchestrator-generations#basic-profile-recording-with-default-generations\">Optimizer Hub \u7684 ReadyNow Orchestrator \u529f\u80fd<\/a>\u65f6\uff0c\u4f1a\u81ea\u52a8\u521b\u5efa\u63d0\u5347\u7684\u914d\u7f6e\u6587\u4ef6\u3002\u672c\u7cfb\u5217\u7684\u4e0b\u4e00\u7bc7\u535a\u6587\u5c06\u5bf9\u6b64\u8fdb\u884c\u89e3\u91ca\u3002<\/h2>\n<\/blockquote>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"Possible-Approaches\">\u53ef\u884c\u7684\u65b9\u6cd5<\/h2>\n\n\n\n<p>\u6839\u636e\u60a8\u7684\u76ee\u6807\u548c\u7ea6\u675f\u6761\u4ef6\uff0c\u53ef\u4ee5\u91c7\u7528\u4e0d\u540c\u7684\u65b9\u6cd5\u6765\u8bad\u7ec3 ReadyNow \u914d\u7f6e\u6587\u4ef6\u3002<\/p>\n\n\n\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<h2 class=\"wp-block-heading\" id=\"h-\u63d0\u793a-\u4e3a\u4e86\u83b7\u5f97\u6700\u4f73\u914d\u7f6e\u6587\u4ef6-\u6bcf\u6b21\u8fd0\u884c\u81f3\u5c11\u9700\u8981\u5bf9\u6240\u6709\u5173\u952e\u5e94\u7528\u7a0b\u5e8f\u65b9\u6cd5\u6267\u884c-10-000-\u6b21\"><strong>\u63d0\u793a<\/strong><br>\u4e3a\u4e86\u83b7\u5f97\u6700\u4f73\u914d\u7f6e\u6587\u4ef6\uff0c\u6bcf\u6b21\u8fd0\u884c\u81f3\u5c11\u9700\u8981\u5bf9\u6240\u6709\u5173\u952e\u5e94\u7528\u7a0b\u5e8f\u65b9\u6cd5\u6267\u884c 10,000 \u6b21\u3002<\/h2>\n<\/blockquote>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"Optimal-Approach-(Pre-Production)\">\u6700\u4f73\u65b9\u6cd5\uff08\u9884\u751f\u4ea7\u73af\u5883\uff09<\/h3>\n\n\n\n<p>\u6309\u7167\u6b64\u65b9\u6cd5\u751f\u6210\u914d\u7f6e\u6587\u4ef6\uff0c\u4ee5\u6700\u5927\u9650\u5ea6\u5730\u51cf\u5c11\u6216\u6d88\u9664\u751f\u4ea7\u73af\u5883\u4e2d\u7684\u5b66\u4e60\u3002<\/p>\n\n\n\n<p>\u5728\u9884\u751f\u4ea7\u73af\u5883\u4e2d\u901a\u8fc7\u4e24\u6b21\u5355\u72ec\u7684\u8fd0\u884c\u6765\u8bad\u7ec3\u914d\u7f6e\u6587\u4ef6\u3002\u6267\u884c\u5e94\u7528\u7a0b\u5e8f\u7684\u7b2c\u4e00\u6b21\u8fd0\u884c\uff0c\u76f4\u5230\u5176\u8fbe\u5230\u6700\u4f73\u6027\u80fd\u3002\u4f7f\u7528\u521a\u521a\u751f\u6210\u7684\u914d\u7f6e\u6587\u4ef6\u91cd\u65b0\u542f\u52a8 JVM \u8fdb\u884c\u7b2c\u4e8c\u6b21\u8fd0\u884c\uff0c\u7136\u540e\u518d\u6b21\u8fd0\u884c\u5e94\u7528\u7a0b\u5e8f\uff0c\u76f4\u5230\u5176\u8fbe\u5230\u6700\u4f73\u6027\u80fd\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code># First run\n-XX:ProfileLogOut=first-run.log\n\n# Second run\n-XX:ProfileLogIn=first-run.log -XX:ProfileLogOut=profile.log<\/code><\/pre>\n\n\n\n<p>\u751f\u6210\u7684\u914d\u7f6e\u6587\u4ef6\u65e5\u5fd7 (`profile.log`) \u662f\u60a8\u9700\u8981\u5728\u751f\u4ea7\u7cfb\u7edf\u4e2d\u4f7f\u7528\u7684\u65e5\u5fd7\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"Basic-Approach-(Pre-Production)\">\u57fa\u672c\u65b9\u6cd5\uff08\u9884\u751f\u4ea7\u73af\u5883\uff09<\/h3>\n\n\n\n<p>\u5982\u679c ReadyNow \u7684\u8bad\u7ec3\u65f6\u95f4\u6709\u9650\uff0c\u8bf7\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u884c\u9009\u9879\u5728\u9884\u751f\u4ea7\u73af\u5883\u4e2d\u8fd0\u884c\u4e00\u6b21\u5e94\u7528\u7a0b\u5e8f\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>-XX:ProfileLogOut=profile.log<\/code><\/pre>\n\n\n\n<p>\u8fd9\u5c06\u83b7\u53d6\u5230\u4e00\u4efd\u975e\u5e38\u597d\u7684\u914d\u7f6e\u6587\u4ef6\uff0c\u4f46\u5728\u751f\u4ea7\u8fd0\u884c\u7684\u7b2c\u4e00\u5929\u53ef\u80fd\u4f1a\u51fa\u73b0\u4e00\u4e9b\u5f02\u5e38\u503c\u3002\u4f46\u8fd9\u79cd\u60c5\u51b5\u4f1a\u5728\u540e\u7eed\u8fd0\u884c\u4e2d\u5f97\u5230\u6539\u5584\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"No-Profile-Approach-(Production)\">\u65e0\u914d\u7f6e\u6587\u4ef6\u65b9\u6cd5\uff08\u751f\u4ea7\u73af\u5883\uff09<\/h3>\n\n\n\n<p>\u5982\u679c\u60a8\u65e0\u6cd5\u5728\u9884\u751f\u4ea7\u73af\u5883\u4e2d\u521b\u5efa\u914d\u7f6e\u6587\u4ef6\uff0c\u8bf7\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u884c\u9009\u9879\u5141\u8bb8\u5176\u5728\u751f\u4ea7\u73af\u5883\u4e2d\u5b66\u4e60\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>-XX:ProfileLogIn=profile.log -XX:ProfileLogOut=profile.log<\/code><\/pre>\n\n\n\n<p>\u8fd9\u4f1a\u5bfc\u81f4\u751f\u4ea7\u73af\u5883\u4e2d\u9996\u6b21\u8fd0\u884c\u7684\u9884\u70ed\u6548\u679c\u4e0d\u4f73\uff0c\u4f46\u7531\u4e8e\u5b83\u4f1a\u91cd\u590d\u4f7f\u7528\u76f8\u540c\u7684\u6587\u4ef6\u4f5c\u4e3a\u8f93\u5165\uff0c\u56e0\u6b64\u5728\u540e\u7eed\u8fd0\u884c\u4e2d\u53ef\u4ee5\u83b7\u5f97\u66f4\u597d\u7684\u6027\u80fd\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"Understanding-if-Training-Was-Enough\">\u4e86\u89e3\u8bad\u7ec3\u662f\u5426\u5145\u5206<\/h2>\n\n\n\n<p>\u4e3a\u4e86\u9a8c\u8bc1 ReadyNow 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