{"id":89076,"date":"2025-10-02T13:00:00","date_gmt":"2025-10-02T13:00:00","guid":{"rendered":"https:\/\/www.azul.com\/blog\/how-zing-jvm-and-automq-boost-kafka-latency-performance-by-3x\/"},"modified":"2025-11-25T20:29:48","modified_gmt":"2025-11-25T20:29:48","slug":"how-zing-jvm-and-automq-boost-kafka-latency-performance-by-3x","status":"publish","type":"post","link":"https:\/\/www.azul.com\/zh-hans\/blog\/how-zing-jvm-and-automq-boost-kafka-latency-performance-by-3x\/","title":{"rendered":"Zing JVM \u548c AutoMQ \u5982\u4f55\u5c06 Kafka \u5ef6\u8fdf\u6027\u80fd\u63d0\u9ad8 3 \u500d"},"content":{"rendered":"\n<h2 class=\"wp-block-heading\" id=\"h-\u603b\u7ed3\"><em><em>\u603b\u7ed3<\/em><\/em><\/h2>\n\n\n\n<p><em>\u5728\u4e91\u4e2d\u4fdd\u6301\u4f20\u7edf Kafka \u7684\u4f4e\u5ef6\u8fdf\u9887\u5177\u6311\u6218\u3002<\/em>\u8fd9\u5728\u8fc7\u5ea6\u9884\u7f6e\u5e26\u6765\u7684\u9ad8\u6210\u672c\u4e0e\u6d41\u91cf\u9ad8\u5cf0\u671f\u7684\u4f4e\u6027\u80fd\u4e4b\u95f4\u9020\u6210\u4e86\u8270\u96be\u7684\u6743\u8861\u3002\u4e3a\u4e86\u89e3\u51b3\u8fd9\u4e00\u95ee\u9898\uff0c\u65b0\u7684\u4e91\u539f\u751f\u6d41\u5f0f\u7cfb\u7edf\u4ee5\u4e0d\u540c\u7684\u67b6\u6784\u65b9\u5f0f\u5e94\u8fd0\u800c\u751f\u3002<\/p>\n\n\n\n<p><em><em>\u5728\u672c\u6587\u4e2d\uff0c\u60a8\u5c06\u4e86\u89e3\uff1a<\/em><\/em><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><em>AutoMQ <\/em><em>\u662f\u65b0\u4e00\u4ee3\u7684\u5f00\u6e90<\/em><em> Kafka <\/em><em>\u89e3\u51b3\u65b9\u6848\uff0c\u57fa\u4e8e<\/em><em> Apache 2.0 <\/em><em>\u8bb8\u53ef\u8bc1\u5728<\/em><em> GitHub <\/em><em>\u4e0a\u53d1\u5e03<\/em><\/li>\n\n\n\n<li>\u5b83\u7ecf\u8fc7\u7cbe\u5fc3\u8bbe\u8ba1\uff0c\u53ef\u5728\u4e91\u4e2d\u7ecf\u6d4e\u9ad8\u6548\u5730\u8fd0\u884c<\/li>\n\n\n\n<li>Azul Zing \u4f5c\u4e3a Azul Platform Prime \u7684 JVM\uff0c\u662f\u4e00\u4e2a\u9ad8\u6027\u80fd\u7684 <a href=\"https:\/\/www.azul.com\/zh-hans\/\">Java \u5e73\u53f0<\/a><\/li>\n\n\n\n<li>AutoMQ \u5bf9 Azul Zing \u4e0e\u6807\u51c6 OpenJDK HotSpot \u8fdb\u884c\u4e86\u6b63\u9762\u5bf9\u6bd4<\/li>\n\n\n\n<li>OpenJDK HotSpot \u7684\u5e73\u5747 CPU \u5229\u7528\u7387\u4e3a 92.4%<\/li>\n\n\n\n<li>Azul Zing \u7684\u5e73\u5747 CPU \u5229\u7528\u7387\u4e3a 59.1%\u3002<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-\u4e3a\u4ec0\u4e48\u5ef6\u8fdf\u5bf9-kafka-\u5982\u6b64\u91cd\u8981\">\u4e3a\u4ec0\u4e48\u5ef6\u8fdf\u5bf9 Kafka \u5982\u6b64\u91cd\u8981\uff1f<\/h2>\n\n\n\n<p>Kafka \u4e2d\u4f4e\u5ef6\u8fdf\u7684\u91cd\u8981\u6027\u53d6\u51b3\u4e8e\u5b83\u6240\u652f\u6301\u7684\u7528\u4f8b\u3002\u8bb8\u591a\u4f9d\u8d56 Kafka \u7684\u5e94\u7528\u7a0b\u5e8f\u90fd\u5bf9\u65f6\u6548\u6027\u6709\u4e25\u683c\u8981\u6c42\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u91d1\u878d\u4ea4\u6613\u5e73\u53f0\u3001\u6b3a\u8bc8\u68c0\u6d4b\u7cfb\u7edf\u548c\u5b9e\u65f6\u76d1\u63a7\u670d\u52a1\u7b49<strong>\u5b9e\u65f6\u5e94\u7528\u7a0b\u5e8f<\/strong>\u4f9d\u8d56\u4e8e\u83b7\u53d6\u6700\u65b0\u7684\u53ef\u7528\u4fe1\u606f\u3002\u77ed\u77ed\u51e0\u79d2\u7684\u5ef6\u8fdf\uff0c\u53ef\u80fd\u51b3\u5b9a\u4e00\u7b14\u4ea4\u6613\u662f\u6210\u529f\u8fbe\u6210\u8fd8\u662f\u9519\u5931\u826f\u673a\uff0c\u4e5f\u53ef\u80fd\u51b3\u5b9a\u6b3a\u8bc8\u4ea4\u6613\u662f\u88ab\u6210\u529f\u963b\u6b62\u8fd8\u662f\u5bfc\u81f4\u8d22\u52a1\u635f\u5931\u3002<\/li>\n\n\n\n<li><strong>\u7528\u6237\u4f53\u9a8c<\/strong>\u662f\u5ef6\u8fdf\u53d1\u6325\u91cd\u8981\u4f5c\u7528\u7684\u53e6\u4e00\u4e2a\u9886\u57df\u3002\u60f3\u60f3\u5e94\u7528\u5185\u901a\u77e5\u3001\u5b9e\u65f6\u66f4\u65b0\u7684\u6570\u636e\u770b\u677f\u6216\u591a\u4eba\u6e38\u620f\u3002\u53cd\u5e94\u8fc5\u901f\u3001\u54cd\u5e94\u53ca\u65f6\u7684\u7cfb\u7edf\u4f7f\u7528\u8d77\u6765\u4f53\u9a8c\u5f88\u597d\u3002\u53cd\u4e4b\uff0c\u53cd\u5e94\u8fdf\u7f13\u7684\u7cfb\u7edf\u5219\u53ef\u80fd\u8ba9\u7528\u6237\u5174\u81f4\u5927\u51cf\u3002<\/li>\n\n\n\n<li>\u4ece<strong>\u64cd\u4f5c\u89d2\u5ea6<\/strong>\u6765\u770b\uff0c\u5ef6\u8fdf\u662f\u4e00\u9879\u8861\u91cf Kafka \u96c6\u7fa4\u8fd0\u884c\u72b6\u51b5\u7684\u6307\u6807\u3002\u5ef6\u8fdf\u7a81\u7136\u5347\u9ad8\u53ef\u80fd\u662f\u6f5c\u5728\u95ee\u9898\u7684\u65e9\u671f\u9884\u8b66\u4fe1\u53f7\uff0c\u4f8b\u5982\u7f51\u7edc\u74f6\u9888\u6216\u6d88\u8d39\u8005\u5904\u7406\u7f13\u6162\uff1b\u82e5\u5bf9\u6b64\u7f6e\u4e4b\u4e0d\u7406\uff0c\u53ef\u80fd\u4f1a\u5bfc\u81f4\u6d88\u606f\u79ef\u538b\uff0c\u8fdb\u800c\u5f15\u53d1\u7cfb\u7edf\u4e0d\u7a33\u5b9a\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u5728\u4e91\u4e2d\u4fdd\u6301\u4f20\u7edf Kafka \u7684\u4f4e\u5ef6\u8fdf\u9887\u5177\u6311\u6218\u3002\u5176\u67b6\u6784\u5c06\u8ba1\u7b97\u548c\u5b58\u50a8\u7ed3\u5408\u5728\u4e00\u8d77\uff0c\u7531\u4e8e\u6570\u636e\u91cd\u65b0\u5e73\u8861\uff0c\u4f7f\u5f97\u6269\u5c55\u7f13\u6162\u4e14\u4ee3\u4ef7\u9ad8\u6602\u3002\u8fd9\u5728\u8fc7\u5ea6\u9884\u7f6e\u5e26\u6765\u7684\u9ad8\u6210\u672c\u4e0e\u6d41\u91cf\u9ad8\u5cf0\u671f\u7684\u4f4e\u6027\u80fd\u4e4b\u95f4\u9020\u6210\u4e86\u8270\u96be\u7684\u6743\u8861\u3002\u4e3a\u4e86\u89e3\u51b3\u8fd9\u4e00\u95ee\u9898\uff0c\u65b0\u7684\u4e91\u539f\u751f\u6d41\u5f0f\u7cfb\u7edf\u4ee5\u4e0d\u540c\u7684\u67b6\u6784\u65b9\u5f0f\u5e94\u8fd0\u800c\u751f\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-automq-\u7b80\u4ecb\">AutoMQ \u7b80\u4ecb<\/h2>\n\n\n\n<p>AutoMQ \u662f\u65b0\u4e00\u4ee3\u7684\u5f00\u6e90 <a href=\"https:\/\/automq.com\/?utm_source=seo_inner_link\" target=\"_blank\" rel=\"noreferrer noopener\">Kafka \u89e3\u51b3\u65b9\u6848<\/a>\uff0c\u57fa\u4e8e Apache 2.0 \u8bb8\u53ef\u8bc1\u5728\u00a0<a href=\"https:\/\/github.com\/AutoMQ\/automq?utm_source=seo_inner_link\" target=\"_blank\" rel=\"noreferrer noopener\">GitHub<\/a> \u4e0a\u53d1\u5e03\u3002\u901a\u8fc7\u5f7b\u5e95\u91cd\u65b0\u6784\u5efa\u5176\u8bbe\u8ba1\uff0c\u5b83\u53ef\u5728\u4e91\u4e2d\u7ecf\u6d4e\u9ad8\u6548\u5730\u8fd0\u884c\u3002AutoMQ \u7684\u6838\u5fc3\u521b\u65b0\u662f\u8ba1\u7b97\uff08\u4ee3\u7406\uff09\u548c\u5b58\u50a8\u7684\u5b8c\u5168\u5206\u79bb\u3002\u4e0e\u5c06\u6570\u636e\u7ed1\u5b9a\u5230\u4ee3\u7406\u78c1\u76d8\u7684\u4f20\u7edf Kafka \u4e0d\u540c\uff0cAutoMQ \u4f7f\u7528\u4e91\u5bf9\u8c61\u5b58\u50a8\uff08\u4f8b\u5982 Amazon S3\uff09\u4f5c\u4e3a\u5176\u4e3b\u8981\u4e14\u6301\u4e45\u7684\u6570\u636e\u5b58\u50a8\u3002\u8fd9\u4f7f\u5f97\u8ba1\u7b97\u548c\u5b58\u50a8\u8d44\u6e90\u53ef\u4ee5\u76f8\u4e92\u72ec\u7acb\u5730\u6269\u5c55 [\u56fe 1]\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1197\" height=\"531\" src=\"https:\/\/azul.imgix.net\/wp-content\/uploads\/Kafka-AutoMQ-Shared-Chinese.png?auto=format&crop=faces,entropy&fit=max&q=80&s=844c052ea50818e7149a2854114cd5d3\" alt=\"\" class=\"wp-image-89078\"\/><figcaption class=\"wp-element-caption\"><strong>\u56fe 1\uff1a<\/strong>AutoMQ \u7684\u73b0\u4ee3 Kafka \u5ef6\u8fdf\u6027\u80fd\u67b6\u6784\u3002<strong>\u6765\u6e90\uff1a<\/strong>AutoMQ<\/figcaption><\/figure>\n\n\n\n<p>\u8fd9\u79cd\u73b0\u4ee3\u67b6\u6784\u4e3a\u4e91\u90e8\u7f72\u63d0\u4f9b\u4e86<a href=\"https:\/\/www.automq.com\/automq-vs-kafka?utm_source=seo_inner_link\" target=\"_blank\" rel=\"noreferrer noopener\">\u591a\u9879\u5173\u952e\u4f18\u52bf<\/a>\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>TCO <\/strong><strong>\u6700\u591a\u53ef\u964d\u4f4e<\/strong><strong> 90%<\/strong><strong>\uff1a<\/strong>\u901a\u8fc7\u5229\u7528 Amazon S3 \u7b49\u7ecf\u6d4e\u5b9e\u60e0\u7684\u5bf9\u8c61\u5b58\u50a8\u5e76\u6d88\u9664\u6602\u8d35\u7684\u8de8\u53ef\u7528\u533a\u6570\u636e\u590d\u5236\u6d41\u91cf\uff0cAutoMQ \u5927\u5e45<a href=\"https:\/\/www.automq.com\/solutions\/10x-cost-effective?utm_source=seo_inner_link\" target=\"_blank\" rel=\"noreferrer noopener\">\u964d\u4f4e\u4e86\u603b\u62e5\u6709\u6210\u672c<\/a>\u3002<\/li>\n\n\n\n<li><strong>\u771f\u6b63\u7684\u5f39\u6027\uff1a<\/strong>\u96c6\u7fa4\u53ef\u4ee5\u5728\u6570\u79d2\u5185\u8fdb\u884c\u6269\u5c55\u6216\u7f29\u51cf\uff0c\u4ee5\u6ee1\u8db3\u5b9e\u65f6\u9700\u6c42\u3002\u8fd9\u6837\u907f\u514d\u4e86\u4f20\u7edf Kafka \u4e2d\u5e38\u89c1\u7684\u7f13\u6162\u4e14\u5177\u6709\u7834\u574f\u6027\u7684\u6570\u636e\u91cd\u65b0\u5e73\u8861\u8fc7\u7a0b\uff0c\u8be5\u8fc7\u7a0b\u53ef\u80fd\u9700\u8981\u6570\u5c0f\u65f6\u751a\u81f3\u6570\u5929\u3002<\/li>\n\n\n\n<li><strong>\u81ea\u6211\u5e73\u8861\u4e0e\u4fee\u590d\uff1a<\/strong>\u4ee3\u7406\u7684\u65e0\u72b6\u6001\u7279\u6027\u610f\u5473\u7740\u96c6\u7fa4\u53ef\u4ee5\u81ea\u52a8\u5e73\u8861\u5de5\u4f5c\u8d1f\u8f7d\u5e76\u4ece\u8282\u70b9\u6545\u969c\u4e2d\u6062\u590d\uff0c\u800c\u65e0\u9700\u624b\u52a8\u5e72\u9884\u3002<\/li>\n\n\n\n<li><strong>100% Kafka <\/strong><strong>\u517c\u5bb9\u6027\uff1a<\/strong>AutoMQ \u662f Kafka \u7684\u76f4\u63a5\u66ff\u4ee3\u54c1\u3002\u60a8\u53ef\u4ee5\u4f7f\u7528\u76f8\u540c\u7684\u719f\u6089\u534f\u8bae\u548c API \u8fc1\u79fb\u73b0\u6709\u5e94\u7528\u7a0b\u5e8f\u5e76\u8fde\u63a5\u60a8\u7684\u5de5\u5177\uff0c\u800c\u65e0\u9700\u66f4\u6539\u4efb\u4f55\u4ee3\u7801 [\u56fe 2]\u3002<\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1265\" height=\"268\" src=\"https:\/\/azul.imgix.net\/wp-content\/uploads\/AutoMQ-Drop-in-replacement.png?auto=format&crop=faces,entropy&fit=max&q=80&s=b2165797d0280de0d490bfe942407c14\" alt=\"\" class=\"wp-image-89090\"\/><figcaption class=\"wp-element-caption\"><strong>\u56fe 2\uff1a<\/strong>AutoMQ \u662f Kafka \u7684\u76f4\u63a5\u66ff\u4ee3\u54c1\uff0c\u5177\u6709\u4e91\u90e8\u7f72\u7684\u5173\u952e\u4f18\u52bf\u3002<strong>\u6765\u6e90\uff1a<\/strong>AutoMQ<\/figcaption><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-openjdk-\u7684-azul-zing-\u6784\u5efa\u7248\u672c\u7b80\u4ecb\">OpenJDK \u7684 Azul Zing \u6784\u5efa\u7248\u672c\u7b80\u4ecb<\/h2>\n\n\n\n<p>Azul Zing \u662f <a href=\"https:\/\/www.azul.com\/zh-hans\/prime\/\">Azul Platform Prime<\/a> \u7684\u4e00\u90e8\u5206\uff0c\u662f\u4e00\u79cd\u9ad8\u6027\u80fd Java \u865a\u62df\u673a (JVM)\uff0c\u4e13\u95e8\u8bbe\u8ba1\u7528\u4e8e\u4e3a Java \u5e94\u7528\u7a0b\u5e8f\u63d0\u4f9b\u4e00\u81f4\u3001\u4f4e\u5ef6\u8fdf\u7684\u6027\u80fd\u3002\u5b83\u53ef\u4ee5\u4f5c\u4e3a OpenJDK HotSpot \u7b49\u6807\u51c6 JVM \u7684\u76f4\u63a5\u66ff\u4ee3\u54c1\uff0c\u8fd9\u610f\u5473\u7740\u60a8\u53ef\u4ee5\u5728\u4e0d\u66f4\u6539\u5e94\u7528\u7a0b\u5e8f\u4ee3\u7801\u7684\u60c5\u51b5\u4e0b\u4f7f\u7528\u5b83\u3002<\/p>\n\n\n\n<p>Azul Zing \u901a\u8fc7\u591a\u79cd\u76f8\u4e92\u72ec\u7acb\u7684\u65b9\u5f0f\u63d0\u5347 Java \u5e94\u7528\u7a0b\u5e8f\u7684\u6027\u80fd [\u56fe 3]\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u6d88\u9664\u5783\u573e\u6536\u96c6<\/strong><strong> (GC) <\/strong><strong>\u5f15\u8d77\u7684\u6682\u505c<\/strong>\u00a0\u2013 <a href=\"https:\/\/www.azul.com\/c4-white-paper\/\">C4<\/a>\u00a0\u6536\u96c6\u5668\u5728\u5e94\u7528\u7a0b\u5e8f\u8fd0\u884c\u7684\u540c\u65f6\u6e05\u7406\u5185\u5b58\uff0c\u907f\u514d\u5176\u4ed6 JVM \u4e2d\u5e38\u89c1\u7684\u5168\u5c40\u6682\u505c\u3002\u8fd9\u79cd\u8bbe\u8ba1\u6709\u6548\u5730\u6d88\u9664\u4e86\u5783\u573e\u6536\u96c6\u4f5c\u4e3a\u5ef6\u8fdf\u6765\u6e90\u7684\u95ee\u9898\u3002\u5bf9\u4e8e\u50cf Kafka \u8fd9\u6837\u7684\u9ad8\u65f6\u6548\u6027\u670d\u52a1\uff0c\u8fd9\u662f\u4e00\u4e2a\u5173\u952e\u95ee\u9898\u3002<\/li>\n\n\n\n<li><strong>\u751f\u6210\u66f4\u9ad8\u6548\u7684\u673a\u5668\u4ee3\u7801<\/strong>\u00a0\u2013 Falcon <a href=\"https:\/\/www.azul.com\/products\/components\/falcon-jit-compiler\/\">JIT \u7f16\u8bd1\u5668<\/a>\u4f1a\u5728\u8fd0\u884c\u65f6\u4f18\u5316\u60a8\u7684\u5e94\u7528\u7a0b\u5e8f\u4ee3\u7801\u3002Zing \u7684 Falcon JIT \u7f16\u8bd1\u5668\u751f\u6210\u7684\u4ee3\u7801\u5e73\u5747\u6bd4 OpenJDK \u7684 HotSpot JIT \u7f16\u8bd1\u5668\u5feb 40%\u3002<\/li>\n\n\n\n<li><strong>\u6539\u8fdb<\/strong><strong> <\/strong><a href=\"https:\/\/www.azul.com\/products\/components\/readynow\/\"><strong>JVM <\/strong><strong>\u9884\u70ed<\/strong><\/a><strong>\u5e76\u6d88\u9664\u56e0\u53bb\u4f18\u5316\u800c\u5bfc\u81f4\u7684\u6682\u505c<\/strong>\u00a0\u2013 Zing \u7684 ReadyNow \u6280\u672f\u901a\u8fc7\u4fdd\u7559\u5148\u524d\u8fd0\u884c\u7684\u5206\u6790\u4fe1\u606f\uff0c\u5927\u5e45\u6539\u8fdb\u4e86 Java \u5e94\u7528\u7a0b\u5e8f\u7684\u9884\u70ed\u884c\u4e3a\uff0c\u4f7f\u5f97\u540e\u7eed\u8fd0\u884c\u4e0d\u5fc5\u4ece\u5934\u5f00\u59cb\u5b66\u4e60\u4f18\u5316\u6a21\u5f0f\u3002\u8fd9\u89e3\u51b3\u4e86 Java \u7684\u9884\u70ed\u95ee\u9898\uff0c\u5e76\u786e\u4fdd\u7acb\u5373\u63d0\u4f9b\u5cf0\u503c\u5e94\u7528\u7a0b\u5e8f\u6027\u80fd\uff0c\u800c\u4e0d\u4f1a\u51fa\u73b0\u8f83\u957f\u7684\u9884\u70ed\u671f\u6216\u7531\u4e8e\u65e0\u6548\u4f18\u5316\u800c\u5bfc\u81f4\u7684\u5ef6\u8fdf\u5f02\u5e38\u503c\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u5bf9\u4e8e\u4ee3\u7406\u548c\u5ba2\u6237\u7aef\u5e94\u7528\u7a0b\u5e8f\u57fa\u4e8e Java \u6784\u5efa\u7684 Kafka \u751f\u6001\u7cfb\u7edf\uff0cAzul Zing \u63d0\u4f9b\u4e86\u5b9e\u73b0\u5353\u8d8a\u6027\u80fd\u7684\u76f4\u63a5\u9014\u5f84\u3002\u901a\u8fc7\u786e\u4fdd\u5e95\u5c42 JVM \u4e0d\u4f1a\u5f15\u5165\u968f\u673a\u6682\u505c\u5e76\u8fdb\u4e00\u6b65\u63d0\u5347\u6574\u4f53\u6027\u80fd\uff0cAzul Zing \u80fd\u8ba9\u6574\u4e2a\u6570\u636e\u7ba1\u9053\u4ee5\u73b0\u4ee3\u670d\u52a1\u6240\u9700\u7684\u5e73\u6ed1\u3001\u53ef\u9884\u6d4b\u7684\u4f4e\u5ef6\u8fdf\u8fd0\u884c\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1108\" height=\"813\" src=\"https:\/\/azul.imgix.net\/wp-content\/uploads\/zing-jvm-CN.png?auto=format&crop=faces,entropy&fit=max&q=80&s=bb623194ec9a4b1d6a28106393393c3b\" alt=\"\" class=\"wp-image-89096\"\/><figcaption class=\"wp-element-caption\"><strong>\u56fe 3\uff1a<\/strong>Azul Zing \u901a\u8fc7\u591a\u79cd\u76f8\u4e92\u72ec\u7acb\u7684\u65b9\u5f0f\u63d0\u5347 Java \u5e94\u7528\u7a0b\u5e8f\u7684\u6027\u80fd\u3002<\/figcaption><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-\u6027\u80fd\u6d4b\u8bd5\u53ca\u8bf4\u660e\">\u6027\u80fd\u6d4b\u8bd5\u53ca\u8bf4\u660e<\/h2>\n\n\n\n<p>\u4e3a\u4e86\u4e86\u89e3 JVM \u5bf9 Kafka \u5de5\u4f5c\u8d1f\u8f7d\u7684\u5b9e\u9645\u5f71\u54cd\uff0c\u6211\u4eec\u5bf9 Azul Zing \u548c\u6807\u51c6 OpenJDK HotSpot \u8fdb\u884c\u4e86\u6b63\u9762\u5bf9\u6bd4\u3002\u5bf9\u4e8e\u4efb\u4f55\u5927\u89c4\u6a21\u6d88\u606f\u7cfb\u7edf\uff0c\u6211\u4eec\u91cd\u70b9\u5173\u6ce8\u4e24\u4e2a\u5173\u952e\u6307\u6807\uff1a\u7aef\u5230\u7aef\u5ef6\u8fdf\u548c CPU \u5229\u7528\u7387\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-\u6d4b\u8bd5\u73af\u5883\u914d\u7f6e\">\u6d4b\u8bd5\u73af\u5883\u914d\u7f6e<\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th><strong>\u7ec4\u4ef6<\/strong><\/th><th><strong>\u89c4\u683c<\/strong><\/th><\/tr><\/thead><tbody><tr><td>\u57fa\u7840\u8bbe\u65bd<\/td><td>\u89c4\u683c<\/td><\/tr><tr><td>\u6d4b\u8bd5\u5de5\u4f5c\u8d1f\u8f7d<\/td><td>2 x\u00a0r6in.large\u00a0AWS EC2 \u5b9e\u4f8b\uff081 \u4e2a\u670d\u52a1\u5668\uff0c1 \u4e2a\u5ba2\u6237\u7aef\uff09<\/td><\/tr><tr><td>Oracle Hotspot \u7248\u672c<\/td><td>OpenJDK 17.0.15<\/td><\/tr><tr><td>Azul Zing \u7248\u672c<\/td><td>Zing 25.06.0.0, JDK 17.0.15<\/td><\/tr><tr><td>AutoMQ \u7248\u672c<\/td><td>AutoMQ Enterprise 5.20<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-\u5ef6\u8fdf-\u4f18\u5316\u5c3e\u90e8\u5ef6\u8fdf\">\u5ef6\u8fdf\uff1a\u4f18\u5316\u5c3e\u90e8\u5ef6\u8fdf<\/h3>\n\n\n\n<p>\u5bf9\u4e8e\u50cf Kafka \u8fd9\u6837\u7684\u7cfb\u7edf\uff0c\u5e73\u5747\u5ef6\u8fdf\u53ea\u80fd\u8bf4\u660e\u90e8\u5206\u60c5\u51b5\u3002\u771f\u6b63\u7684\u95ee\u9898\u5728\u4e8e\u90a3\u4e9b\u5f02\u5e38\u503c\uff08\u5ef6\u8fdf\u6700\u9ad8\u7684\u8bf7\u6c42\uff09\uff0c\u5b83\u4eec\u53ef\u80fd\u4f1a\u7834\u574f\u670d\u52a1\u7a33\u5b9a\u6027\u5e76\u5f71\u54cd\u7528\u6237\u4f53\u9a8c\u3002\u8fd9\u6b63\u662f<strong>\u5c3e\u90e8\u5ef6\u8fdf<\/strong>\uff08p99 \u53ca\u4ee5\u4e0a\uff09\u6210\u4e3a\u5173\u952e\u6307\u6807\u7684\u539f\u56e0\u3002<\/p>\n\n\n\n<p>\u6211\u4eec\u7684\u7ed3\u679c\u663e\u793a\uff0cAzul Zing \u5728\u8fd9\u4e00\u65b9\u9762\u5177\u6709\u660e\u663e\u7684\u4f18\u52bf [\u56fe 4]\u3002<\/p>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1023\" height=\"546\" src=\"https:\/\/azul.imgix.net\/wp-content\/uploads\/Average-E2E-Latency-Comparison-by-Percentile-CN.png?auto=format&crop=faces,entropy&fit=max&q=80&s=414355f367ab8830380b4d5c67f4ae44\" alt=\"\" class=\"wp-image-89084\"\/><figcaption class=\"wp-element-caption\"><strong>\u56fe 4\uff1a<\/strong>\u6309\u767e\u5206\u4f4d\u5212\u5206\u7684\u5e73\u5747 E2E Kafka \u5ef6\u8fdf\u6027\u80fd\u5bf9\u6bd4\u663e\u793a\u4e86\u5c3e\u90e8\u5ef6\u8fdf\u65b9\u9762\u7684\u4f18\u52bf\u3002<strong>\u6765\u6e90\uff1a<\/strong>AutoMQ<\/figcaption><\/figure>\n\n\n\n<p>\u5c3d\u7ba1\u5e73\u5747\u5ef6\u8fdf\u76f8\u5f53\uff0c\u4f46\u5dee\u5f02\u5728\u8f83\u9ad8\u7684\u767e\u5206\u4f4d\u5904\u53d8\u5f97\u660e\u663e\u3002\u5728 OpenJDK HotSpot \u4e0a\u8fd0\u884c\u65f6\uff0c\u7b2c 99.99 \u4e2a\u767e\u5206\u4f4d\u7684\u5ef6\u8fdf\u5e73\u5747\u4e3a <strong>48.9 <\/strong><strong>\u6beb\u79d2<\/strong>\uff0c\u6700\u5927\u5cf0\u503c\u8d85\u8fc7 <strong>118 <\/strong><strong>\u6beb\u79d2<\/strong>\u3002<\/p>\n\n\n\n<p>\u76f8\u6bd4\u4e4b\u4e0b\uff0cAzul Zing \u7684<strong>\u6027\u80fd\u66f4\u52a0\u7a33\u5b9a<\/strong>\u3002\u7b2c 99.99 \u4e2a\u767e\u5206\u4f4d\u7684\u5ef6\u8fdf\u5e73\u5747\u4ec5\u4e3a <strong>18.3 <\/strong><strong>\u6beb\u79d2<\/strong>\uff0c\u6700\u5927\u5ef6\u8fdf\u4ec5\u4e3a <strong>35.1 <\/strong><strong>\u6beb\u79d2<\/strong>\u3002\u5b83\u53ef\u4ee5\u9632\u6b62\u53ef\u80fd\u5f71\u54cd\u6700\u654f\u611f\u64cd\u4f5c\u7684\u6781\u7aef\u5ef6\u8fdf\u5cf0\u503c\uff0c\u4ece\u800c\u786e\u4fdd\u7cfb\u7edf\u66f4\u52a0\u53ef\u9884\u6d4b\u4e14\u7a33\u5b9a\u53ef\u9760\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\" id=\"h-cpu-\u5229\u7528\u7387-\u4e8b\u534a\u529f\u500d\">CPU \u5229\u7528\u7387\uff1a\u4e8b\u534a\u529f\u500d<\/h3>\n\n\n\n<p>\u7b2c\u4e8c\u4e2a\u5173\u952e\u53d1\u73b0\u662f\u5728\u6301\u7eed\u8d1f\u8f7d\u4e0b CPU \u6d88\u8017\u7684\u5dee\u5f02\u3002Azul Zing \u7684 Falcon <a href=\"https:\/\/www.azul.com\/products\/components\/falcon-jit-compiler\/\">JIT \u7f16\u8bd1\u5668<\/a>\u81f4\u529b\u4e8e\u6301\u7eed\u4f18\u5316\u6b63\u5728\u8fd0\u884c\u7684\u4ee3\u7801\u3002\u7ecf\u8fc7\u521d\u59cb\u4f18\u5316\u9636\u6bb5\u540e\uff0c\u7ed3\u679c\u5f88\u660e\u663e\u3002<\/p>\n\n\n\n<p>\u6211\u4eec\u8fde\u7eed\u6d4b\u8bd5\u8fd0\u884c\u7684\u6570\u5b57\u7a81\u663e\u4e86\u6548\u7387\u63d0\u5347 [\u56fe 5]\u3002\u5728\u6211\u4eec\u7684 2 \u6838\u6d4b\u8bd5\u670d\u52a1\u5668\uff08\u6700\u5927\u5229\u7528\u7387\u4e3a 200%\uff09\u4e0a\uff0c\u5e73\u5747 CPU \u5229\u7528\u7387\u4e3a\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>OpenJDK HotSpot:<\/strong>&nbsp;92.4%<\/li>\n\n\n\n<li><strong>Azul Zing:<\/strong>&nbsp;59.1%<\/li>\n<\/ul>\n\n\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"1252\" height=\"623\" src=\"https:\/\/azul.imgix.net\/wp-content\/uploads\/CPU-Zing-HotSpot-JVM-CN.png?auto=format&crop=faces,entropy&fit=max&q=80&s=9f9376c91db7f7b3b1ea0dc0307f085f\" alt=\"\" class=\"wp-image-89102\"\/><figcaption class=\"wp-element-caption\"><strong>\u56fe 5\uff1a<\/strong>OpenJDK HotSpot \u7684\u5e73\u5747 CPU \u5229\u7528\u7387\u4e3a 92.4%\uff0cAzul Zing \u7684\u5e73\u5747 CPU \u5229\u7528\u7387\u4e3a\uff1a59.1%\u3002<strong>\u6765\u6e90\uff1a<\/strong>AutoMQ<\/figcaption><\/figure>\n\n\n\n<p>\u5b8c\u5168\u4f18\u5316\u540e\uff0c\u4e0e OpenJDK HotSpot \u76f8\u6bd4\uff0c<strong>Azul Zing <\/strong><strong>\u7684<\/strong><strong> CPU <\/strong><strong>\u4f7f\u7528\u7387\u51cf\u5c11\u4e86\u7ea6\u4e09\u5206\u4e4b\u4e00<\/strong>\uff0c\u540c\u65f6\u5904\u7406\u5b8c\u5168\u76f8\u540c\u7684\u5de5\u4f5c\u8d1f\u8f7d\u3002<\/p>\n\n\n\n<p>\u8fd9\u79cd CPU \u5f00\u9500\u7684\u964d\u4f4e\u975e\u5e38\u663e\u8457\u3002\u8fd9\u610f\u5473\u7740\u5e94\u7528\u672c\u8eab\u62e5\u6709\u66f4\u591a\u7684\u5904\u7406\u7a7a\u95f4\uff0c\u4ece\u800c\u53ef\u4ee5\u5728\u76f8\u540c\u786c\u4ef6\u4e0a\u5904\u7406\u66f4\u591a\u6d41\u91cf\u6216\u964d\u4f4e\u57fa\u7840\u8bbe\u65bd\u6210\u672c\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"h-\u672a\u6765\u5c55\u671b\">\u672a\u6765\u5c55\u671b<\/h2>\n\n\n\n<p>\u6211\u4eec\u7684\u6027\u80fd\u5bf9\u6bd4\u663e\u793a\uff0c\u5728 Azul Zing JVM \u4e0a\u8fd0\u884c AutoMQ for Kafka \u76f8\u8f83\u4e8e\u6807\u51c6 OpenJDK \u73af\u5883\uff0c\u5e26\u6765\u4e86<strong>\u663e\u8457\u7684\u63d0\u5347<\/strong>\u3002Azul \u5e73\u53f0<strong>\u6d88\u9664\u4e86\u6781\u7aef\u7684\u5c3e\u90e8\u5ef6\u8fdf\u5cf0\u503c<\/strong>\uff0c\u4ece\u800c\u786e\u4fdd\u6027\u80fd\u66f4\u52a0\u53ef\u9884\u6d4b\u3002\u6b64\u5916\uff0c\u5b83\u8fd8<strong>\u964d\u4f4e\u4e86\u5904\u7406\u76f8\u540c\u6d41\u91cf\u6240\u9700\u7684<\/strong><strong> CPU <\/strong><strong>\u8d1f\u8f7d<\/strong>\uff0c\u4ece\u800c\u53ef\u4ee5\u63d0\u9ad8\u541e\u5410\u91cf\u6216\u964d\u4f4e\u57fa\u7840\u8bbe\u65bd\u6210\u672c\u3002<\/p>\n\n\n\n<p>\u6700\u7ec8\uff0c\u8be5\u6d4b\u8bd5\u51f8\u663e\u4e86\u5f15\u4eba\u6ce8\u76ee\u7684\u534f\u540c\u4f5c\u7528\u3002<strong>AutoMQ<\/strong> \u5229\u7528\u4e91\u5bf9\u8c61\u5b58\u50a8\u4e3a Kafka \u63d0\u4f9b\u73b0\u4ee3\u3001\u5f39\u6027\u4e14\u7ecf\u6d4e\u9ad8\u6548\u7684\u67b6\u6784\u3002\u4e0e\u63d0\u4f9b\u7a33\u5b9a\u3001\u65e0\u6682\u505c\u8fd0\u884c\u65f6\u73af\u5883\u7684 <strong>Azul Zing<\/strong> \u642d\u914d\u4f7f\u7528\u65f6\uff0c\u53ef\u5f97\u5230\u9ad8\u5ea6\u53ef\u9760\u4e14\u8d44\u6e90\u9ad8\u6548\u7684\u6d41\u5f0f\u89e3\u51b3\u65b9\u6848\u3002\u8fd9\u79cd\u7ec4\u5408\u65e8\u5728\u6ee1\u8db3\u73b0\u4ee3\u5b9e\u65f6\u5e94\u7528\u7a0b\u5e8f\u7684\u9700\u6c42\uff0c\u63d0\u4f9b\u67b6\u6784\u521b\u65b0\u548c\u8fd0\u884c\u65f6\u7a33\u5b9a\u6027\u3002<\/p>\n\n\n\n<p>\u6709\u5173\u5728 Azul Zing \u4e0a\u8fd0\u884c AutoMQ \u6216 Kafka \u5de5\u4f5c\u8d1f\u8f7d\u7684\u8be6\u7ec6\u4fe1\u606f\uff0c\u8bf7\u53c2\u9605 <a href=\"https:\/\/www.azul.com\/technologies\/kafka\/?utm_medium=organic&#038;utm_source=automatemq\">https:\/\/www.azul.com\/technologies\/kafka\/<\/a>\u3002<\/p>\n\n\n\n<p>\u5982\u679c\u60a8\u5df2\u51c6\u5907\u597d\u6df1\u5165\u4f53\u9a8c\uff0cAutoMQ \u73b0\u5df2\u7b80\u5316\u6d41\u7a0b\uff0c\u8ba9\u60a8\u8f7b\u677e<a href=\"https:\/\/console.automq.cloud\/?utm_source=blog_azul\">\u5f00\u59cb\u514d\u8d39\u8bd5\u7528<\/a>\u3002<\/p>\n\n\n\n\n\n<section    class=\"c-cta-band c-cta-band--color-light c-cta-band--mt-xl c-cta-band--mb-lg c-cta-band--pt-default c-cta-band--pb-default c-cta-band--color-1 o-component o-component--color-light o-component--mt-xl o-component--mb-lg o-component--pt-default o-component--pb-default\"\n\n            id=\"block_7e0a215e98600aa695209a3ea2590681\"\n    \n    >\n    \n    <div class=\"o-component__wrap\">\n                    <div class=\"o-container\">\n        \n<div class=\"c-cta-band__wrap c-cta-band__wrap--shadow c-cta-band__wrap--bg-white\" id=\"c-cta-band__wrap--block_7e0a215e98600aa695209a3ea2590681\">\n            \n    <span class=\"o-picture o-picture--background o-picture--cover o-picture--no-radius\">\n\n<picture>\n                        \n            \n            <source\n                media=\"(max-width: 425px)\"\n                srcset=\"https:\/\/azul.imgix.net\/wp-content\/uploads\/Teal-CTA-Band.jpg?auto=format&#038;crop=faces,entropy&#038;fit=max&#038;q=80&#038;w=362&#038;s=1152b3ee14b096ed4b1d3769b93f3f56 1x, https:\/\/azul.imgix.net\/wp-content\/uploads\/Teal-CTA-Band.jpg?auto=format&#038;crop=faces,entropy&#038;fit=max&#038;q=80&#038;w=724&#038;s=bb8439ddf7f3ce578c8b206acb5ad323 2x\"\n            >\n                    \n            \n            <source\n                media=\"(max-width: 767px)\"\n                srcset=\"https:\/\/azul.imgix.net\/wp-content\/uploads\/Teal-CTA-Band.jpg?auto=format&#038;crop=faces,entropy&#038;fit=max&#038;q=80&#038;w=704&#038;s=a135e13b7488a6cc40bb2890fb197d47 1x, https:\/\/azul.imgix.net\/wp-content\/uploads\/Teal-CTA-Band.jpg?auto=format&#038;crop=faces,entropy&#038;fit=max&#038;q=80&#038;w=1408&#038;s=02af5d26a70181f15b7d61afe0a6be73 2x\"\n            >\n                    \n            \n            <source\n                media=\"(max-width: 1023px)\"\n                srcset=\"https:\/\/azul.imgix.net\/wp-content\/uploads\/Teal-CTA-Band.jpg?auto=format&#038;crop=faces,entropy&#038;fit=max&#038;q=80&#038;w=960&#038;s=4b794a2b8a02b05bb8a2d03a71232564 1x, https:\/\/azul.imgix.net\/wp-content\/uploads\/Teal-CTA-Band.jpg?auto=format&#038;crop=faces,entropy&#038;fit=max&#038;q=80&#038;w=1920&#038;s=7bcfb4abe29b7e5304662134fc031a6f 2x\"\n            >\n                    \n            \n            <source\n                media=\"(max-width: 1440px)\"\n                srcset=\"https:\/\/azul.imgix.net\/wp-content\/uploads\/Teal-CTA-Band.jpg?auto=format&#038;crop=faces,entropy&#038;fit=max&#038;q=80&#038;w=1120&#038;s=51ecea875cb065f8be8d45f71c13be7c 1x, https:\/\/azul.imgix.net\/wp-content\/uploads\/Teal-CTA-Band.jpg?auto=format&#038;crop=faces,entropy&#038;fit=max&#038;q=80&#038;w=2240&#038;s=94780b06caa00250a4cb2f7fa3ee7382 2x\"\n            >\n            \n    <img alt=\"Teal CTA Band\" class=\"o-picture__image\" height=\"228\" loading=\"lazy\" onerror=\"this.onerror=null;this.srcset=&quot;https:\/\/www.azul.com\/wp-content\/uploads\/Teal-CTA-Band.jpg&quot;;while(this.parentNode.getElementsByTagName(&quot;source&quot;).length){this.parentNode.getElementsByTagName(&quot;source&quot;)[0].remove();}\" onload=\"if (this.parentNode.previousElementSibling) this.parentNode.previousElementSibling.remove()\" srcset=\"https:\/\/azul.imgix.net\/wp-content\/uploads\/Teal-CTA-Band.jpg?auto=format&#038;crop=faces,entropy&#038;fit=max&#038;q=80&#038;w=1120&#038;s=51ecea875cb065f8be8d45f71c13be7c 1x, https:\/\/azul.imgix.net\/wp-content\/uploads\/Teal-CTA-Band.jpg?auto=format&#038;crop=faces,entropy&#038;fit=max&#038;q=80&#038;w=2240&#038;s=94780b06caa00250a4cb2f7fa3ee7382 2x\" width=\"1120\">\n<\/picture>\n\n\n    <\/span>\n    \n    <div class=\"c-cta-band__content\">\n        <div class=\"c-cta-band__text\" id=\"c-cta-band__text--block_7e0a215e98600aa695209a3ea2590681\">\n                            \n<h2  class=\"c-cta-band__headline o-headline o-headline--h2 s-medium\"\n    >\n  Azul Improves Kafka Performance<\/h2>\n            \n                    <\/div>\n\n                    <div class=\"c-cta-band__cta\">\n                \n<a  class=\"c-cta-band__cta-btn o-button o-button--navy-900 o-button--white-solid\"\n\n  data-cta-band-modal-id=\"cta-band-form-modal-block_7e0a215e98600aa695209a3ea2590681\" href='https:\/\/www.azul.com\/technologies\/kafka\/?utm_medium=Blog&#038;utm_campaign=AutoMQ&#038;utm_source=Web&#038;utm_content=&#038;utm_term=' target=''\n  >\n  \n  \n  <span class=\"o-button__label\">Start Now<\/span>\n\n  \n  <\/a>\n            <\/div>\n        \n            <\/div>\n<\/div>\n\n\n          <\/div>\n      <\/div>\n<\/section>\n\n<style>\n            #block_7e0a215e98600aa695209a3ea2590681,\n        #block_7e0a215e98600aa695209a3ea2590681 input::placeholder {\n            color: light;\n        }\n    <\/style>\n","protected":false},"excerpt":{"rendered":"<p>\u5728\u4e91\u4e2d\u4fdd\u6301\u4f20\u7edf Kafka \u7684\u4f4e\u5ef6\u8fdf\u9887\u5177\u6311\u6218\u3002\u8fd9\u5728\u8fc7\u5ea6\u9884\u7f6e\u5e26\u6765\u7684\u9ad8\u6210\u672c\u4e0e\u6d41\u91cf\u9ad8\u5cf0\u671f\u7684\u4f4e\u6027\u80fd\u4e4b\u95f4\u9020\u6210\u4e86\u8270\u96be\u7684\u6743\u8861\u3002\u4e3a\u4e86\u89e3\u51b3\u8fd9\u4e00\u95ee\u9898\uff0c\u65b0\u7684\u4e91\u539f\u751f\u6d41\u5f0f\u7cfb\u7edf\u4ee5\u4e0d\u540c\u7684\u67b6\u6784\u65b9\u5f0f\u5e94\u8fd0\u800c\u751f\u3002<\/p>\n","protected":false},"author":104,"featured_media":86883,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[447],"tags":[450,452,652],"resource_categories":[524],"industry":[],"product":[280],"role":[611,612,616],"resource_topic":[273,279],"class_list":["post-89076","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-performance-zh-hans","tag-cloud-costs-zh-hans","tag-java-performance-zh-hans","tag-kafka-zh-hans","resource_categories-high-performance-jvm","product-prime","role-head-of-engineering-zh-hans","role-vp-engineering-zh-hans","role-it-decision-maker-zh-hans","resource_topic-performance","resource_topic-kafka"],"acf":{"article_smart_summary":null,"article_sidebar_nav_items":null,"article_cta":null,"block_background_image":null,"block_background_image_sizing":null,"block_background_overflow":null,"block_background_color":null,"inline_link":null,"text_color":null,"block_margin_top":null,"block_padding_top":null,"block_padding_bottom":null,"block_margin_bottom":null,"link":null,"appearance":null,"color":null,"show_arrow":null,"style":null,"image":null,"background_color":null,"background_image":null,"overline":null,"overline_options":null,"headline":null,"headline_options":null,"description":null,"description_options":null,"cta":null,"text_align":null,"chart_type":null,"chart_options":null,"chart_labels":null,"chart_datasets":null,"countdown_date_time":null,"countdown_clock_color":null,"countdown_label_color":null,"size":null,"use_gradient_text":null,"start_color":null,"end_color":null,"name":null,"iconify":null,"logos":null,"form_headline":null,"form_number":null,"form_redirect_enabled":null,"redirect":null,"form_translation_disable":null,"zi_id":null,"zi_fields":null,"zi_lookup_field":null,"cookie_name":null,"cookie_redirect":null,"drift_playbook_campaign_id":null,"input":null,"button":null,"logo":null,"ctas":null,"alignment":null,"cta_alignment":null,"grid_layout":null,"show_featured_images":null,"show_excerpts":null,"featured_image_size":null,"cards":null,"thank_you_page_enable":null,"banner_image":null,"subheadline":null,"download_button":null,"featured_video":null,"additional_videos":null,"smart_content":null,"animation":null,"video_type":null,"vimeo_video_id":null,"youtube_video_id":null,"upload":null},"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.4 (Yoast SEO v27.4) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Zing JVM \u548c AutoMQ \u5982\u4f55\u5c06 Kafka \u5ef6\u8fdf\u6027\u80fd\u63d0\u9ad8 3 \u500d - Azul | Better Java Performance, Superior Java Support<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.azul.com\/zh-hans\/blog\/how-zing-jvm-and-automq-boost-kafka-latency-performance-by-3x\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Zing JVM \u548c AutoMQ \u5982\u4f55\u5c06 Kafka \u5ef6\u8fdf\u6027\u80fd\u63d0\u9ad8 3 \u500d\" \/>\n<meta property=\"og:description\" content=\"\u5728\u4e91\u4e2d\u4fdd\u6301\u4f20\u7edf Kafka \u7684\u4f4e\u5ef6\u8fdf\u9887\u5177\u6311\u6218\u3002\u8fd9\u5728\u8fc7\u5ea6\u9884\u7f6e\u5e26\u6765\u7684\u9ad8\u6210\u672c\u4e0e\u6d41\u91cf\u9ad8\u5cf0\u671f\u7684\u4f4e\u6027\u80fd\u4e4b\u95f4\u9020\u6210\u4e86\u8270\u96be\u7684\u6743\u8861\u3002\u4e3a\u4e86\u89e3\u51b3\u8fd9\u4e00\u95ee\u9898\uff0c\u65b0\u7684\u4e91\u539f\u751f\u6d41\u5f0f\u7cfb\u7edf\u4ee5\u4e0d\u540c\u7684\u67b6\u6784\u65b9\u5f0f\u5e94\u8fd0\u800c\u751f\u3002\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.azul.com\/zh-hans\/blog\/how-zing-jvm-and-automq-boost-kafka-latency-performance-by-3x\/\" \/>\n<meta property=\"og:site_name\" content=\"Azul | Better Java Performance, Superior Java Support\" \/>\n<meta property=\"article:publisher\" content=\"https:\/\/www.facebook.com\/AzulSystemsInc\" \/>\n<meta property=\"article:published_time\" content=\"2025-10-02T13:00:00+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-11-25T20:29:48+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.azul.com\/wp-content\/uploads\/AutoMQ-Azul-lockup-banner.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"820\" \/>\n\t<meta property=\"og:image:height\" content=\"480\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Azul and AutoMQ\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@azulsystems\" \/>\n<meta name=\"twitter:site\" content=\"@azulsystems\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"Azul and AutoMQ\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4\" \/>\n\t<meta name=\"twitter:data2\" content=\"3\u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/www.azul.com\\\/zh-hans\\\/blog\\\/how-zing-jvm-and-automq-boost-kafka-latency-performance-by-3x\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.azul.com\\\/zh-hans\\\/blog\\\/how-zing-jvm-and-automq-boost-kafka-latency-performance-by-3x\\\/\"},\"author\":{\"name\":\"Azul and AutoMQ\",\"@id\":\"https:\\\/\\\/www.azul.com\\\/#\\\/schema\\\/person\\\/a2ef3f34d8eab4b263abb4ce9c89dd5b\"},\"headline\":\"Zing JVM \u548c AutoMQ \u5982\u4f55\u5c06 Kafka \u5ef6\u8fdf\u6027\u80fd\u63d0\u9ad8 3 \u500d\",\"datePublished\":\"2025-10-02T13:00:00+00:00\",\"dateModified\":\"2025-11-25T20:29:48+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/www.azul.com\\\/zh-hans\\\/blog\\\/how-zing-jvm-and-automq-boost-kafka-latency-performance-by-3x\\\/\"},\"wordCount\":186,\"publisher\":{\"@id\":\"https:\\\/\\\/www.azul.com\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/www.azul.com\\\/zh-hans\\\/blog\\\/how-zing-jvm-and-automq-boost-kafka-latency-performance-by-3x\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.azul.com\\\/wp-content\\\/uploads\\\/AutoMQ-Azul-lockup-banner.jpg\",\"keywords\":[\"cloud costs\",\"Java performance\",\"kafka\"],\"articleSection\":[\"Performance\"],\"inLanguage\":\"zh-CN\"},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/www.azul.com\\\/zh-hans\\\/blog\\\/how-zing-jvm-and-automq-boost-kafka-latency-performance-by-3x\\\/\",\"url\":\"https:\\\/\\\/www.azul.com\\\/zh-hans\\\/blog\\\/how-zing-jvm-and-automq-boost-kafka-latency-performance-by-3x\\\/\",\"name\":\"Zing JVM \u548c AutoMQ \u5982\u4f55\u5c06 Kafka \u5ef6\u8fdf\u6027\u80fd\u63d0\u9ad8 3 \u500d - Azul | Better Java Performance, Superior Java Support\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/www.azul.com\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/www.azul.com\\\/zh-hans\\\/blog\\\/how-zing-jvm-and-automq-boost-kafka-latency-performance-by-3x\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/www.azul.com\\\/zh-hans\\\/blog\\\/how-zing-jvm-and-automq-boost-kafka-latency-performance-by-3x\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/www.azul.com\\\/wp-content\\\/uploads\\\/AutoMQ-Azul-lockup-banner.jpg\",\"datePublished\":\"2025-10-02T13:00:00+00:00\",\"dateModified\":\"2025-11-25T20:29:48+00:00\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/www.azul.com\\\/zh-hans\\\/blog\\\/how-zing-jvm-and-automq-boost-kafka-latency-performance-by-3x\\\/#breadcrumb\"},\"inLanguage\":\"zh-CN\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/www.azul.com\\\/zh-hans\\\/blog\\\/how-zing-jvm-and-automq-boost-kafka-latency-performance-by-3x\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-CN\",\"@id\":\"https:\\\/\\\/www.azul.com\\\/zh-hans\\\/blog\\\/how-zing-jvm-and-automq-boost-kafka-latency-performance-by-3x\\\/#primaryimage\",\"url\":\"https:\\\/\\\/www.azul.com\\\/wp-content\\\/uploads\\\/AutoMQ-Azul-lockup-banner.jpg\",\"contentUrl\":\"https:\\\/\\\/www.azul.com\\\/wp-content\\\/uploads\\\/AutoMQ-Azul-lockup-banner.jpg\",\"width\":820,\"height\":480,\"caption\":\"How Zing JVM and AutoMQ Boost Kafka Latency Performance by 3x\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/www.azul.com\\\/zh-hans\\\/blog\\\/how-zing-jvm-and-automq-boost-kafka-latency-performance-by-3x\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Home\",\"item\":\"https:\\\/\\\/www.azul.com\\\/zh-hans\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Zing JVM \u548c AutoMQ \u5982\u4f55\u5c06 Kafka \u5ef6\u8fdf\u6027\u80fd\u63d0\u9ad8 3 \u500d\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/www.azul.com\\\/#website\",\"url\":\"https:\\\/\\\/www.azul.com\\\/\",\"name\":\"Azul | Better Java Performance, Superior Java Support\",\"description\":\"\",\"publisher\":{\"@id\":\"https:\\\/\\\/www.azul.com\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/www.azul.com\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"zh-CN\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/www.azul.com\\\/#organization\",\"name\":\"Azul\",\"alternateName\":\"Azul Systems\",\"url\":\"https:\\\/\\\/www.azul.com\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-CN\",\"@id\":\"https:\\\/\\\/www.azul.com\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/www.azul.com\\\/wp-content\\\/uploads\\\/2021\\\/01\\\/logo.svg\",\"contentUrl\":\"https:\\\/\\\/www.azul.com\\\/wp-content\\\/uploads\\\/2021\\\/01\\\/logo.svg\",\"width\":112,\"height\":48,\"caption\":\"Azul\"},\"image\":{\"@id\":\"https:\\\/\\\/www.azul.com\\\/#\\\/schema\\\/logo\\\/image\\\/\"},\"sameAs\":[\"https:\\\/\\\/www.facebook.com\\\/AzulSystemsInc\",\"https:\\\/\\\/x.com\\\/azulsystems\",\"https:\\\/\\\/www.youtube.com\\\/channel\\\/UCSoJZa--HhjV9iXtbHUmm8A\",\"https:\\\/\\\/www.linkedin.com\\\/company\\\/azul-systems\"]},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/www.azul.com\\\/#\\\/schema\\\/person\\\/a2ef3f34d8eab4b263abb4ce9c89dd5b\",\"name\":\"Azul and AutoMQ\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-CN\",\"@id\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/6b4935b7de7f9743bb448e812dd33edd940bfc2156c2496fb8dbba65d4f9dada?s=96&d=mm&r=g\",\"url\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/6b4935b7de7f9743bb448e812dd33edd940bfc2156c2496fb8dbba65d4f9dada?s=96&d=mm&r=g\",\"contentUrl\":\"https:\\\/\\\/secure.gravatar.com\\\/avatar\\\/6b4935b7de7f9743bb448e812dd33edd940bfc2156c2496fb8dbba65d4f9dada?s=96&d=mm&r=g\",\"caption\":\"Azul and AutoMQ\"},\"url\":\"https:\\\/\\\/www.azul.com\\\/zh-hans\\\/blog\\\/author\\\/azul-and-automq\\\/\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"Zing JVM \u548c AutoMQ \u5982\u4f55\u5c06 Kafka \u5ef6\u8fdf\u6027\u80fd\u63d0\u9ad8 3 \u500d - Azul | Better Java Performance, Superior Java Support","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.azul.com\/zh-hans\/blog\/how-zing-jvm-and-automq-boost-kafka-latency-performance-by-3x\/","og_locale":"zh_CN","og_type":"article","og_title":"Zing JVM \u548c AutoMQ \u5982\u4f55\u5c06 Kafka \u5ef6\u8fdf\u6027\u80fd\u63d0\u9ad8 3 \u500d","og_description":"\u5728\u4e91\u4e2d\u4fdd\u6301\u4f20\u7edf Kafka \u7684\u4f4e\u5ef6\u8fdf\u9887\u5177\u6311\u6218\u3002\u8fd9\u5728\u8fc7\u5ea6\u9884\u7f6e\u5e26\u6765\u7684\u9ad8\u6210\u672c\u4e0e\u6d41\u91cf\u9ad8\u5cf0\u671f\u7684\u4f4e\u6027\u80fd\u4e4b\u95f4\u9020\u6210\u4e86\u8270\u96be\u7684\u6743\u8861\u3002\u4e3a\u4e86\u89e3\u51b3\u8fd9\u4e00\u95ee\u9898\uff0c\u65b0\u7684\u4e91\u539f\u751f\u6d41\u5f0f\u7cfb\u7edf\u4ee5\u4e0d\u540c\u7684\u67b6\u6784\u65b9\u5f0f\u5e94\u8fd0\u800c\u751f\u3002","og_url":"https:\/\/www.azul.com\/zh-hans\/blog\/how-zing-jvm-and-automq-boost-kafka-latency-performance-by-3x\/","og_site_name":"Azul | Better Java Performance, Superior Java Support","article_publisher":"https:\/\/www.facebook.com\/AzulSystemsInc","article_published_time":"2025-10-02T13:00:00+00:00","article_modified_time":"2025-11-25T20:29:48+00:00","og_image":[{"width":820,"height":480,"url":"https:\/\/www.azul.com\/wp-content\/uploads\/AutoMQ-Azul-lockup-banner.jpg","type":"image\/jpeg"}],"author":"Azul and AutoMQ","twitter_card":"summary_large_image","twitter_creator":"@azulsystems","twitter_site":"@azulsystems","twitter_misc":{"\u4f5c\u8005":"Azul and AutoMQ","\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4":"3\u5206"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/www.azul.com\/zh-hans\/blog\/how-zing-jvm-and-automq-boost-kafka-latency-performance-by-3x\/#article","isPartOf":{"@id":"https:\/\/www.azul.com\/zh-hans\/blog\/how-zing-jvm-and-automq-boost-kafka-latency-performance-by-3x\/"},"author":{"name":"Azul and AutoMQ","@id":"https:\/\/www.azul.com\/#\/schema\/person\/a2ef3f34d8eab4b263abb4ce9c89dd5b"},"headline":"Zing JVM \u548c AutoMQ \u5982\u4f55\u5c06 Kafka \u5ef6\u8fdf\u6027\u80fd\u63d0\u9ad8 3 \u500d","datePublished":"2025-10-02T13:00:00+00:00","dateModified":"2025-11-25T20:29:48+00:00","mainEntityOfPage":{"@id":"https:\/\/www.azul.com\/zh-hans\/blog\/how-zing-jvm-and-automq-boost-kafka-latency-performance-by-3x\/"},"wordCount":186,"publisher":{"@id":"https:\/\/www.azul.com\/#organization"},"image":{"@id":"https:\/\/www.azul.com\/zh-hans\/blog\/how-zing-jvm-and-automq-boost-kafka-latency-performance-by-3x\/#primaryimage"},"thumbnailUrl":"https:\/\/www.azul.com\/wp-content\/uploads\/AutoMQ-Azul-lockup-banner.jpg","keywords":["cloud costs","Java performance","kafka"],"articleSection":["Performance"],"inLanguage":"zh-CN"},{"@type":"WebPage","@id":"https:\/\/www.azul.com\/zh-hans\/blog\/how-zing-jvm-and-automq-boost-kafka-latency-performance-by-3x\/","url":"https:\/\/www.azul.com\/zh-hans\/blog\/how-zing-jvm-and-automq-boost-kafka-latency-performance-by-3x\/","name":"Zing JVM \u548c AutoMQ \u5982\u4f55\u5c06 Kafka \u5ef6\u8fdf\u6027\u80fd\u63d0\u9ad8 3 \u500d - Azul | Better Java Performance, Superior Java Support","isPartOf":{"@id":"https:\/\/www.azul.com\/#website"},"primaryImageOfPage":{"@id":"https:\/\/www.azul.com\/zh-hans\/blog\/how-zing-jvm-and-automq-boost-kafka-latency-performance-by-3x\/#primaryimage"},"image":{"@id":"https:\/\/www.azul.com\/zh-hans\/blog\/how-zing-jvm-and-automq-boost-kafka-latency-performance-by-3x\/#primaryimage"},"thumbnailUrl":"https:\/\/www.azul.com\/wp-content\/uploads\/AutoMQ-Azul-lockup-banner.jpg","datePublished":"2025-10-02T13:00:00+00:00","dateModified":"2025-11-25T20:29:48+00:00","breadcrumb":{"@id":"https:\/\/www.azul.com\/zh-hans\/blog\/how-zing-jvm-and-automq-boost-kafka-latency-performance-by-3x\/#breadcrumb"},"inLanguage":"zh-CN","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.azul.com\/zh-hans\/blog\/how-zing-jvm-and-automq-boost-kafka-latency-performance-by-3x\/"]}]},{"@type":"ImageObject","inLanguage":"zh-CN","@id":"https:\/\/www.azul.com\/zh-hans\/blog\/how-zing-jvm-and-automq-boost-kafka-latency-performance-by-3x\/#primaryimage","url":"https:\/\/www.azul.com\/wp-content\/uploads\/AutoMQ-Azul-lockup-banner.jpg","contentUrl":"https:\/\/www.azul.com\/wp-content\/uploads\/AutoMQ-Azul-lockup-banner.jpg","width":820,"height":480,"caption":"How Zing JVM and AutoMQ Boost Kafka Latency Performance by 3x"},{"@type":"BreadcrumbList","@id":"https:\/\/www.azul.com\/zh-hans\/blog\/how-zing-jvm-and-automq-boost-kafka-latency-performance-by-3x\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Home","item":"https:\/\/www.azul.com\/zh-hans\/"},{"@type":"ListItem","position":2,"name":"Zing JVM \u548c AutoMQ \u5982\u4f55\u5c06 Kafka \u5ef6\u8fdf\u6027\u80fd\u63d0\u9ad8 3 \u500d"}]},{"@type":"WebSite","@id":"https:\/\/www.azul.com\/#website","url":"https:\/\/www.azul.com\/","name":"Azul | Better Java Performance, Superior Java Support","description":"","publisher":{"@id":"https:\/\/www.azul.com\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/www.azul.com\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"zh-CN"},{"@type":"Organization","@id":"https:\/\/www.azul.com\/#organization","name":"Azul","alternateName":"Azul Systems","url":"https:\/\/www.azul.com\/","logo":{"@type":"ImageObject","inLanguage":"zh-CN","@id":"https:\/\/www.azul.com\/#\/schema\/logo\/image\/","url":"https:\/\/www.azul.com\/wp-content\/uploads\/2021\/01\/logo.svg","contentUrl":"https:\/\/www.azul.com\/wp-content\/uploads\/2021\/01\/logo.svg","width":112,"height":48,"caption":"Azul"},"image":{"@id":"https:\/\/www.azul.com\/#\/schema\/logo\/image\/"},"sameAs":["https:\/\/www.facebook.com\/AzulSystemsInc","https:\/\/x.com\/azulsystems","https:\/\/www.youtube.com\/channel\/UCSoJZa--HhjV9iXtbHUmm8A","https:\/\/www.linkedin.com\/company\/azul-systems"]},{"@type":"Person","@id":"https:\/\/www.azul.com\/#\/schema\/person\/a2ef3f34d8eab4b263abb4ce9c89dd5b","name":"Azul and AutoMQ","image":{"@type":"ImageObject","inLanguage":"zh-CN","@id":"https:\/\/secure.gravatar.com\/avatar\/6b4935b7de7f9743bb448e812dd33edd940bfc2156c2496fb8dbba65d4f9dada?s=96&d=mm&r=g","url":"https:\/\/secure.gravatar.com\/avatar\/6b4935b7de7f9743bb448e812dd33edd940bfc2156c2496fb8dbba65d4f9dada?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/6b4935b7de7f9743bb448e812dd33edd940bfc2156c2496fb8dbba65d4f9dada?s=96&d=mm&r=g","caption":"Azul and AutoMQ"},"url":"https:\/\/www.azul.com\/zh-hans\/blog\/author\/azul-and-automq\/"}]}},"_links":{"self":[{"href":"https:\/\/www.azul.com\/zh-hans\/wp-json\/wp\/v2\/posts\/89076","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.azul.com\/zh-hans\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.azul.com\/zh-hans\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.azul.com\/zh-hans\/wp-json\/wp\/v2\/users\/104"}],"replies":[{"embeddable":true,"href":"https:\/\/www.azul.com\/zh-hans\/wp-json\/wp\/v2\/comments?post=89076"}],"version-history":[{"count":0,"href":"https:\/\/www.azul.com\/zh-hans\/wp-json\/wp\/v2\/posts\/89076\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/www.azul.com\/zh-hans\/wp-json\/wp\/v2\/media\/86883"}],"wp:attachment":[{"href":"https:\/\/www.azul.com\/zh-hans\/wp-json\/wp\/v2\/media?parent=89076"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.azul.com\/zh-hans\/wp-json\/wp\/v2\/categories?post=89076"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.azul.com\/zh-hans\/wp-json\/wp\/v2\/tags?post=89076"},{"taxonomy":"resource_categories","embeddable":true,"href":"https:\/\/www.azul.com\/zh-hans\/wp-json\/wp\/v2\/resource_categories?post=89076"},{"taxonomy":"industry","embeddable":true,"href":"https:\/\/www.azul.com\/zh-hans\/wp-json\/wp\/v2\/industry?post=89076"},{"taxonomy":"product","embeddable":true,"href":"https:\/\/www.azul.com\/zh-hans\/wp-json\/wp\/v2\/product?post=89076"},{"taxonomy":"role","embeddable":true,"href":"https:\/\/www.azul.com\/zh-hans\/wp-json\/wp\/v2\/role?post=89076"},{"taxonomy":"resource_topic","embeddable":true,"href":"https:\/\/www.azul.com\/zh-hans\/wp-json\/wp\/v2\/resource_topic?post=89076"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}