{"id":10021091,"date":"2025-11-25T23:52:00","date_gmt":"2025-11-25T15:52:00","guid":{"rendered":"https:\/\/itmax.cn\/?p=10021091"},"modified":"2025-11-25T23:52:00","modified_gmt":"2025-11-25T15:52:00","slug":"%e8%81%8a%e8%81%8a%e5%9c%ba%e6%99%af%e9%a2%98%ef%bc%9a%e7%99%be%e4%b8%87%e4%ba%ba%e5%90%8c%e6%97%b6%e7%82%b9%e8%b5%9e%e6%80%8e%e4%b9%88%e5%8a%9e%ef%bc%9f%e8%bf%99%e4%b8%aa%e6%80%8e%e4%b9%88%e5%9b%9e","status":"publish","type":"post","link":"https:\/\/itmax.cn\/?p=10021091","title":{"rendered":"\u804a\u804a\u573a\u666f\u9898\uff1a\u767e\u4e07\u4eba\u540c\u65f6\u70b9\u8d5e\u600e\u4e48\u529e\uff1f\u8fd9\u4e2a\u600e\u4e48\u56de\u7b54"},"content":{"rendered":"<p>\u5927\u5bb6\u53d1\u73b0\u4e86\u5427\uff0c\u73b0\u5728\u9762\u8bd5\u516b\u80a1\u6587\u597d\u50cf\u95ee\u7684\u5c11\u4e86\uff0c\u53cd\u5012\u662f\u573a\u666f\u9898\u591a\u4e86\u8d77\u6765\uff0c\u6bd5\u7adf\u73b0\u5728AI\u5982\u6b64\u5f3a\u5927\uff0c\u603b\u63ea\u7740\u8fd9\u70b9\u5e95\u5c42\u57fa\u7840\u4e5f\u6ca1\u591a\u5927\u610f\u601d\u3002<\/p>\n<p>\u9762\u8bd5\u5b98\u5f20\u5634\u95ed\u5634\u9ad8\u5e76\u53d1\u3001\u5927\u6570\u636e\u91cf\u5012\u662f\u771f\u7684\uff0c\u522b\u7ba1\u5b9e\u9645\u4e1a\u52a1\u662f\u4e0d\u662f\u9ad8\u5e76\u53d1\uff0c\u4f46\u662f\u4f60\u4e0d\u4f1a\u662f\u8fdb\u4e0d\u6765\u62e7\u87ba\u4e1d\u7684\u3002<\/p>\n<p>\u5c31\u50cf\u4e4b\u524d\u6709\u540c\u5b66\u88ab\u95ee\uff1a\u201c\u67d0\u97f3\u767e\u4e07\u7528\u6237\u540c\u65f6\u7ed9\u4e00\u4e2a\u89c6\u9891\u70b9\u8d5e\uff0c\u8ba9\u4f60\u6765\u8981\u600e\u4e48\u8bbe\u8ba1\uff1f\u201d\uff0c\u8fd9\u7c7b\u9898\u80af\u5b9a\u89c1\u8fc7\u5427\u3002<\/p>\n<p>\u54b1\u4eec\u6765\u7b80\u5355\u62c6\u89e3\u4e0b\u8fd9\u9898\uff0c\u6211\u662f\u4e00\u4e2a\u5c0f\u5b66\u4e60\uff0c\u77e5\u8bc6\u91cf\u6709\u9650\uff0c\u4e0d\u559c\u52ff\u55b7\u3002<\/p>\n<h3>\u8fd9\u9053\u9898\u5230\u5e95\u8003\u5bdf\u4ec0\u4e48\uff1f<\/h3>\n<p>\u522b\u4e0a\u6765\u5c31\u60f3\u7528\u4ec0\u4e48\u6280\u672f\uff0c\u5148\u660e\u786e\u9762\u8bd5\u5b98\u7684\u8003\u5bdf\u70b9\uff0c\u624d\u80fd\u7b54\u5230\u70b9\u5b50\u4e0a\uff1a<\/p>\n<ol>\n<li>\u9ad8\u5e76\u53d1\u5199\u5165\u80fd\u529b\uff1a\u767e\u4e07\u4eba\u540c\u65f6\u64cd\u4f5c\uff0c\u77ac\u95f4 QPS \u80fd\u51b2\u5230\u51e0\u5341\u4e07\uff0c\u5982\u4f55\u907f\u514d\u6570\u636e\u5e93\u88ab\u6253\u57ae\uff1f\u8fd9\u662f\u8003\u5bdf\u4f60\u5bf9\u6d41\u91cf\u524a\u5cf0\u7684\u7406\u89e3\uff1b<\/li>\n<li>\u6570\u636e\u4e00\u81f4\u6027\uff1a\u7528\u6237\u70b9\u8d5e\u540e\u5fc5\u987b\u7acb\u523b\u770b\u5230 <strong>\u5df2\u8d5e<\/strong> \u72b6\u6001\uff0c\u70b9\u8d5e\u6570\u53ef\u4ee5\u6709\u8f7b\u5fae\u5ef6\u8fdf\uff0c\u4f46\u4e0d\u80fd\u9519\u3001\u4e0d\u80fd\u4e22\uff0c\u8fd9\u662f\u5bf9\u6700\u7ec8\u4e00\u81f4\u6027\u7684\u8003\u5bdf\uff1b<\/li>\n<li>\u7cfb\u7edf\u53ef\u7528\u6027\uff1a\u5c31\u7b97\u540e\u7aef\u670d\u52a1\u6ce2\u52a8\uff0c\u7528\u6237\u70b9\u8d5e\u64cd\u4f5c\u4e5f\u5f97\u6210\u529f\uff0c\u4e0d\u80fd\u51fa\u73b0\u70b9\u4e86\u6ca1\u53cd\u5e94\u7684\u60c5\u51b5\uff0c\u8003\u5bdf\u5bb9\u9519\u548c\u964d\u7ea7\u601d\u8def\uff1b<\/li>\n<li>\u8d44\u6e90\u4f18\u5316\uff1a\u767e\u4e07\u6b21\u8bf7\u6c42\u76f4\u63a5\u603c\u6570\u636e\u5e93\u80af\u5b9a\u4e0d\u884c\uff0c\u5982\u4f55\u7528\u7f13\u5b58\u3001\u6d88\u606f\u961f\u5217\u7b49\u4e2d\u95f4\u4ef6\u51cf\u8f7b\u538b\u529b\uff0c\u8003\u5bdf\u6280\u672f\u9009\u578b\u80fd\u529b\u3002<\/li>\n<\/ol>\n<h3>\u6362\u4f4d\u601d\u8003<\/h3>\n<p>\u5f88\u591a\u4eba\u4e00\u4e0a\u6765\u5c31\u7ea0\u7ed3\u600e\u4e48\u8ba9\u767e\u4e07\u6b21\u70b9\u8d5e\u5b9e\u65f6\u5199\u5165\u6570\u636e\u5e93\uff0c\u5176\u5b9e\u8dd1\u504f\u4e86\u3002<\/p>\n<p>\u54b1\u4eec\u7ad9\u5728\u7528\u6237\u89d2\u5ea6\u60f3\uff1a<\/p>\n<ul>\n<li>\u7528\u6237\u70b9\u51fb\u70b9\u8d5e\u540e\uff0c\u6700\u5173\u5fc3\u7684\u662f<code>\u6709\u6ca1\u6709\u70b9\u8d5e\u6210\u529f<\/code>\uff0c\u800c\u4e0d\u662f<code>\u5f53\u524d\u8d5e\u6570\u5230\u5e95\u662f 10086 \u8fd8\u662f 10087<\/code>\uff1b<\/li>\n<li>\u8d5e\u6570\u662f\u7ed9\u6240\u6709\u7528\u6237\u770b\u7684<code>\u516c\u5171\u6570\u636e<\/code>\uff0c\u8f7b\u5fae\u5ef6\u8fdf\u7528\u6237\u5b8c\u5168\u611f\u77e5\u4e0d\u5230\uff08\u5c31\u7b97\u6570\u636e\u4e22\u4e86\uff0c\u7528\u6237\u4e5f\u5f88\u96be\u53d1\u73b0\uff0c\u53ea\u662f\u4f1a\u60f3\u201c\u54a6\u201d\u6211\u4e4b\u524d\u70b9\u8d5e\u8fc7\u4e00\u4e2a\u89c6\u9891\u6ca1\u4e86\uff0c\u5c31\u6ca1\u7136\u540e\u4e86\uff09\uff1b<\/li>\n<li>\u6838\u5fc3\u9700\u6c42\u662f\uff1a<strong>\u64cd\u4f5c\u6210\u529f\u7387 99% + \u5ba2\u6237\u7aef\u72b6\u6001\u5b9e\u65f6\u53cd\u9988 + \u8d5e\u6570\u6700\u7ec8\u51c6\u786e<\/strong>\u3002<\/li>\n<\/ul>\n<p>\u60f3\u901a\u8fd9\u4e00\u70b9\uff0c\u65b9\u6848\u5c31\u6e05\u6670\u4e86\uff1a\u628a\u5b9e\u65f6\u5199\u5165\u6570\u636e\u5e93\u7684\u538b\u529b\uff0c\u8f6c\u79fb\u5230\u4e2d\u95f4\u4ef6\u4e0a\uff0c\u7528\u5f02\u6b65 + \u7f13\u5b58\u7684\u601d\u8def\u89e3\u51b3\u9ad8\u5e76\u53d1\u3002<\/p>\n<h3>\u9009\u53d6\u65b9\u6848<\/h3>\n<p>\u54b1\u4eec\u4e00\u6b65\u6b65\u62c6\u89e3\uff0c\u4ece\u7528\u6237\u70b9\u51fb\u70b9\u8d5e\u6309\u94ae\u5f00\u59cb\uff0c\u6574\u4e2a\u6d41\u7a0b\u662f\u8fd9\u6837\u7684\uff1a<\/p>\n<h4>1. \u7528\u6237\u70b9\u8d5e\uff1a\u5148\u5199\u6d88\u606f\u961f\u5217\uff0c\u5ba2\u6237\u7aef\u76f4\u63a5\u53cd\u9988\u6210\u529f<\/h4>\n<p>\u7528\u6237\u70b9\u51fb\u70b9\u8d5e\u7684\u77ac\u95f4\uff0c\u5ba2\u6237\u7aef\u4e0d\u4f1a\u76f4\u63a5\u8c03\u7528\u6570\u636e\u5e93\u63a5\u53e3\uff0c\u800c\u662f\u505a\u4e24\u4ef6\u4e8b\uff1a<\/p>\n<ul>\n<li>\u5411\u540e\u7aef\u53d1\u9001\u70b9\u8d5e\u8bf7\u6c42\uff0c\u540e\u7aef\u6536\u5230\u540e\uff0c<strong>\u4e0d\u64cd\u4f5c\u6570\u636e\u5e93<\/strong>\uff0c\u76f4\u63a5\u628a\u7528\u6237ID + \u89c6\u9891ID + \u70b9\u8d5e\u72b6\u6001\uff08\u8d5e \/ \u53d6\u6d88\u8d5e\uff09\u5c01\u88c5\u6210\u4e00\u6761\u6d88\u606f\uff0c\u5199\u5165 Kafka\uff1b<\/li>\n<li>Reids \u8bb0\u5f55 \u7528\u6237ID + \u89c6\u9891ID \u7684\u70b9\u8d5e\u72b6\u6001\uff0c\u589e\u52a0 \u89c6\u9891ID \u7684\u8d5e\u6570\u91cf<\/li>\n<li>\u53ea\u8981\u6d88\u606f\u6210\u529f\u5199\u5165 Kafka\uff0c\u540e\u7aef\u5c31\u7acb\u523b\u8fd4\u56de\u70b9\u8d5e\u6210\u529f\u7ed9\u524d\u7aef\uff0c\u5ba2\u6237\u7aef\u9a6c\u4e0a\u663e\u793a\u5df2\u8d5e\u72b6\u6001\u3002<\/li>\n<\/ul>\n<p>\u4e3a\u5565\u9009 Kafka \u6211\u5c31\u4e0d\u8bf4\u4e86\u3002<\/p>\n<h4>2. \u5ba2\u6237\u7aef\uff1a\u672c\u5730\u8bb0\u5f55\u72b6\u6001\uff0c\u907f\u514d\u91cd\u590d\u70b9\u8d5e<\/h4>\n<p>\u5ba2\u6237\u7aef\u6536\u5230\u70b9\u8d5e\u6210\u529f\u540e\uff0c\u9664\u4e86\u663e\u793a\u5df2\u8d5e\uff0c\u8fd8\u8981\u5728\u672c\u5730\u5b58\u50a8\u8bb0\u5f55\u5f53\u524d\u7528\u6237\u5bf9\u8be5\u89c6\u9891\u5df2\u70b9\u8d5e\u3002<\/p>\n<p>\u8fd9\u6837\u505a\u7684\u597d\u5904\u662f\uff1a<\/p>\n<ul>\n<li>\u9632\u6b62\u7528\u6237\u77ed\u65f6\u95f4\u5185\u91cd\u590d\u70b9\u51fb\u70b9\u8d5e\uff0c\u524d\u7aef\u76f4\u63a5\u62e6\u622a\uff0c\u51cf\u5c11\u65e0\u6548\u8bf7\u6c42\uff1b<\/li>\n<li>\u5c31\u7b97\u540e\u7eed\u7f13\u5b58\u6ca1\u66f4\u65b0\uff0c\u7528\u6237\u81ea\u5df1\u770b\u5230\u7684\u72b6\u6001\u4e5f\u662f\u51c6\u786e\u7684\uff0c\u4e0d\u5f71\u54cd\u4e2a\u4eba\u4f53\u9a8c\u3002<\/li>\n<\/ul>\n<h4>3. \u67e5\u8d5e\u6570\uff1a\u76f4\u63a5\u8bfb Redis\uff0c\u4e0d\u7528\u67e5\u6570\u636e\u5e93<\/h4>\n<p>\u5176\u4ed6\u7528\u6237\u67e5\u770b\u89c6\u9891\u65f6\uff0c\u9700\u8981\u663e\u793a\u8d5e\u6570\uff0c\u8fd9\u65f6\u5019\u5ba2\u6237\u7aef\u4f1a\u8c03\u7528\u67e5\u8be2\u8d5e\u6570\u63a5\u53e3\uff0c\u540e\u7aef\u7684\u5904\u7406\u903b\u8f91\u662f\uff1a<\/p>\n<ul>\n<li>\u4e0d\u67e5\u6570\u636e\u5e93\uff0c\u76f4\u63a5\u4ece Redis \u91cc\u8bfb\u53d6\u8be5\u89c6\u9891\u7684\u8d5e\u6570\u7f13\u5b58\uff1b<\/li>\n<li>Redis \u8bfb\u6027\u80fd\u6781\u9ad8\uff0c\u652f\u6301\u6bcf\u79d2\u51e0\u5341\u4e07\u6b21\u67e5\u8be2\uff0c\u5b8c\u5168\u80fd\u625b\u4f4f\u767e\u4e07\u7528\u6237\u540c\u65f6\u67e5\u770b\u7684\u538b\u529b\uff1b<\/li>\n<li>\u8fd9\u91cc\u7684\u8d5e\u6570\u53ef\u80fd\u4e0d\u662f\u5b9e\u65f6\u6700\u65b0\u7684\uff0c\u4f46\u53ea\u8981\u5ef6\u8fdf\u5728\u53ef\u63a5\u53d7\u8303\u56f4\u5185\uff0c\u7528\u6237\u5b8c\u5168\u6ca1\u611f\u89c9\u3002<\/li>\n<\/ul>\n<h4>4. \u540e\u53f0\u4efb\u52a1\uff1a\u5b9a\u65f6\u540c\u6b65 Redis \u548c\u6570\u636e\u5e93\uff0c\u4fdd\u8bc1\u6700\u7ec8\u4e00\u81f4<\/h4>\n<p>\u8fd9\u4e00\u6b65\u662f\u515c\u5e95\uff0c\u8d1f\u8d23\u628a Kafka \u91cc\u7684\u70b9\u8d5e\u6d88\u606f\u5904\u7406\u6389\uff0c\u540c\u65f6\u66f4\u65b0 Redis \u548c\u6570\u636e\u5e93\uff1a<\/p>\n<ul>\n<li>\u540e\u7aef\u6301\u7eed\u4ece Kafka \u91cc\u62c9\u53d6\u70b9\u8d5e\u6d88\u606f\uff1b<\/li>\n<li>\u542f\u52a8\u4e00\u4e2a\u5b9a\u65f6\u4efb\u52a1\uff0c\u628a Redis \u91cc\u6240\u6709\u89c6\u9891\u7684\u8d5e\u6570\uff0c\u6279\u91cf\u540c\u6b65\u5230\u6570\u636e\u5e93\u91cc\uff1b<\/li>\n<li>\u540c\u6b65\u65f6\u8981\u6ce8\u610f\u5e42\u7b49\u6027\uff1a\u6bd4\u5982\u7528\u6237\u5148\u8d5e\u540e\u53d6\u6d88\uff0c\u6700\u7ec8\u72b6\u6001\u662f\u672a\u8d5e\uff0c\u907f\u514d\u91cd\u590d\u8ba1\u7b97\u5bfc\u81f4\u8d5e\u6570\u9519\u8bef\u3002<\/li>\n<\/ul>\n<p>\u6279\u91cf\u540c\u6b65\uff0c\u6512\u4e00\u6279\u6570\u636e\uff08\u6bd4\u5982 1 \u4e07\u6761\uff09\u518d\u6279\u91cf\u66f4\u65b0\uff0c\u5927\u5927\u51cf\u5c11\u6570\u636e\u5e93\u7684\u5199\u5165\u538b\u529b\u3002<\/p>\n<p>\u800c\u4e14\u5b9a\u65f6\u4efb\u52a1\u53ef\u4ee5\u6839\u636e\u4e1a\u52a1\u8c03\u6574\u9891\u7387\uff0c\u6bd4\u5982\u9ad8\u5cf0\u671f\u6bcf 1 \u5206\u949f\u540c\u6b65\u4e00\u6b21\uff0c\u4f4e\u5cf0\u671f\u6bcf 10 \u5206\u949f\u540c\u6b65\u4e00\u6b21\uff0c\u7075\u6d3b\u9002\u914d\u6d41\u91cf\u3002<\/p>\n<h3>\u65b9\u6848\u4f18\u52bf<\/h3>\n<p>\u8fd9\u5957\u65b9\u6848\u6ca1\u6709\u590d\u6742\u7684\u67b6\u6784\uff0c\u4f46\u7684\u786e\u80fd\u89e3\u51b3\u767e\u4e07\u7ea7\u70b9\u8d5e\u7684\u9ad8\u5e76\u53d1\u95ee\u9898\uff0c\u6838\u5fc3\u4f18\u52bf\u5728\u4e8e\u51e0\u79cd\u4e2d\u95f4\u4ef6\u7684\u7ec4\u5408\u4f7f\u7528\uff1a<\/p>\n<ul>\n<li>\u9ad8\u53ef\u7528\uff1aKafka \u4fdd\u8bc1\u6d88\u606f\u4e0d\u4e22\u5931\uff0cRedis \u4fdd\u8bc1\u67e5\u8be2\u4e0d\u5361\u987f\uff0c\u5c31\u7b97\u6570\u636e\u5e93\u6682\u65f6\u6302\u4e86\uff0c\u7528\u6237\u70b9\u8d5e\u548c\u67e5\u8d5e\u6570\u90fd\u4e0d\u53d7\u5f71\u54cd\uff1b<\/li>\n<li>\u6613\u6269\u5c55\uff1a\u5982\u679c\u540e\u7eed\u70b9\u8d5e\u91cf\u6da8\u5230\u5343\u4e07\u7ea7\uff0c\u53ea\u9700\u8981\u589e\u52a0 Kafka \u7684\u5206\u533a\u6570\u3001Redis \u7684\u96c6\u7fa4\u8282\u70b9\uff0c\u5c31\u80fd\u8f7b\u677e\u625b\u4f4f\uff1b<\/li>\n<li>\u4f4e\u6210\u672c\uff1a\u4e0d\u7528\u590d\u6742\u7684\u5206\u5e03\u5f0f\u4e8b\u52a1\uff0c\u4e0d\u7528\u5b9e\u65f6\u8ba1\u7b97\u6846\u67b6\uff0c\u7528\u6700\u57fa\u7840\u7684\u4e2d\u95f4\u4ef6\u5c31\u80fd\u5b9e\u73b0\uff0c\u5f00\u53d1\u548c\u7ef4\u62a4\u6210\u672c\u90fd\u4f4e\u3002<\/li>\n<\/ul>\n<h3>\u5199\u5728\u6700\u540e<\/h3>\n<p>\u5176\u5b9e\u5f88\u591a\u9ad8\u5e76\u53d1\u573a\u666f\uff0c\u6bd4\u5982\u70b9\u8d5e\u3001\u8bc4\u8bba\u3001\u79d2\u6740\uff0c\u6838\u5fc3\u601d\u8def\u90fd\u662f\u5f02\u6b65\u89e3\u8026 + 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