{"id":332541,"date":"2023-06-06T03:54:31","date_gmt":"2023-06-05T19:54:31","guid":{"rendered":"https:\/\/www.idc.net\/help\/332541\/"},"modified":"2023-06-06T03:54:31","modified_gmt":"2023-06-05T19:54:31","slug":"%e4%bd%bf%e7%94%a8%e4%ba%8b%e4%bb%b6%e9%a9%b1%e5%8a%a8%e6%9e%b6%e6%9e%84%e8%ae%be%e8%ae%a1%e5%a4%a7%e5%ae%b9%e9%87%8f%e7%b3%bb%e7%bb%9f","status":"publish","type":"post","link":"https:\/\/idc.net\/help\/332541\/","title":{"rendered":"\u4f7f\u7528\u4e8b\u4ef6\u9a71\u52a8\u67b6\u6784\u8bbe\u8ba1\u5927\u5bb9\u91cf\u7cfb\u7edf"},"content":{"rendered":"<h2>\u200b<span>[[441662]]<\/span>\u200b\u200b<\/h2>\n<h2><span style=\"font-size: 13px\">\u3010\u3011<\/span>\u5e8f\u5e55<\/h2>\n<p>\u7531\u4e8e\u4e8b\u4ef6\u9a71\u52a8\u67b6\u6784 (EDA) \u5e73\u53f0(\u4f8b\u5982 Kafka)\u548c\u6570\u636e\u7ba1\u7406\u6280\u672f(\u4f8b\u5982 Data Meshes \u548c Data Fabrics)\u7684\u53d1\u5c55\uff0c\u8bbe\u8ba1\u57fa\u4e8e\u5fae\u670d\u52a1\u7684\u5e94\u7528\u4f1a\u53d8\u5f97\u66f4\u52a0\u5bb9\u6613\u3002<\/p>\n<p>\u7136\u800c\uff0c\u4e3a\u4e86\u786e\u4fdd\u8fd9\u4e9b\u57fa\u4e8e\u5fae\u670d\u52a1\u7684\u5e94\u7528\u5728\u5bf9\u5e94\u7684\u7ea7\u522b\u4e0a\u8fd0\u884c\uff0c\u5fc5\u987b\u786e\u4fdd\u5728\u8bbe\u8ba1\u671f\u95f4\u5c31\u8003\u8651\u5230\u5173\u952e\u7684\u975e\u529f\u80fd\u9700\u6c42(NFRs)\u3002<\/p>\n<p>\u5728\u4e00\u7cfb\u5217\u535a\u5ba2\u6587\u7ae0\u4e2d\uff0c\u6211\u548c\u6211\u7684\u540c\u4e8b Tanmay Ambre\u3001Harish Bharti\u8bd5\u56fe\u7528\u7edf\u4e00\u7684\u65b9\u6cd5\u6765\u63cf\u8ff0NFR \u8bbe\u8ba1\u3002\u6211\u4eec\u79f0\u4e4b\u4e3a\u57fa\u4e8e\u7528\u4f8b\u7684\u65b9\u6cd5\u3002<\/p>\n<p>\u5728\u7b2c\u4e00\u90e8\u5206\u4e2d\uff0c\u6211\u4eec\u5c06\u804a\u804a\u201c\u6027\u80fd\u201d\u7684\u8bbe\u8ba1\uff0c\u5b83\u662f\u6700\u5173\u952e\u7684NFR\u9700\u6c42\u3002\u672c\u6587\u4f1a\u4ecb\u7ecd\u5982\u4f55\u5bf9\u4e8e\u5927\u5bb9\u91cf\u3001\u4f4e\u5ef6\u8fdf\u5904\u7406\u4e3a\u57fa\u7840\u7684\u67b6\u6784\u548c\u8bbe\u8ba1\u8fdb\u884c\u51b3\u7b56\u3002<\/p>\n<p>\u4e3a\u4e86\u8ba9\u51b3\u7b56\u8fc7\u7a0b\u6e05\u6670\u6613\u61c2\uff0c\u6211\u4eec\u5c06\u4f7f\u7528\u94f6\u884c\u8f6c\u8d26\u4f5c\u4e3a\u6f14\u793a\u7528\u4f8b\uff0c\u5728\u7b80\u5316\u4e86\u7528\u4f8b\u7684\u540c\u65f6\uff0c\u5c06\u5173\u6ce8\u70b9\u653e\u5230\u6027\u80fd\u4e0a\u3002<\/p>\n<h2>\u7528\u4f8b<\/h2>\n<p>\u7535\u5b50\u8d44\u91d1\u8f6c\u8d26 (ETF) \u662f\u5f53\u4eca\u901a\u8fc7\u6570\u5b57\u6e20\u9053\u6d88\u8d39\u7684\u4e00\u79cd\u975e\u5e38\u91cd\u8981\u7684\u6c47\u6b3e\u548c\u6536\u6b3e\u65b9\u5f0f\u3002\u8fd9\u4e5f\u662f\u4e3a\u4ec0\u4e48\u6211\u4eec\u4f7f\u7528\u8be5\u7528\u4f8b\u6765\u89e3\u91ca\u4e0e\u6027\u80fd\u76f8\u5173\u7684\u51b3\u7b56\uff0c\u56e0\u4e3a\u5728\u7528\u4f8b\u4e2d\u4f1a\u6d89\u53ca\u5230\u6d77\u91cf\u8bf7\u6c42\u4ee5\u53ca\u591a\u5206\u5e03\u5f0f\u534f\u8c03\u7b49\u8bf8\u591a\u95ee\u9898\uff0c\u5e76\u4e14\u4e0d\u7528\u8003\u8651\u8bef\u5dee\u8303\u56f4(\u5305\u62ec\uff1a\u53ef\u9760\u6027\u548c\u5bb9\u9519\u95ee\u9898)\u3002<\/p>\n<p>\u5728\u8fc7\u53bb\uff0c\u8d44\u91d1\u8f6c\u8d26\u9700\u8981\u6570\u5929\u65f6\u95f4\u3002\u8fd8\u4f1a\u6d89\u53ca\u524d\u5f80\u94f6\u884c\u6216\u8005\u5f00\u652f\u7968\u7684\u8fc7\u7a0b\u3002\u7136\u800c\uff0c\u968f\u7740\u6570\u5b57\u5316\u3001\u65b0\u652f\u4ed8\u673a\u5236\u3001\u652f\u4ed8\u7f51\u5173\u7684\u51fa\u73b0\u4ee5\u53ca\u76f8\u5173\u89c4\u5b9a\u7684\u5f71\u54cd\u4e0b\uff0c\u8d44\u91d1\u8f6c\u8d26\u5728\u77ac\u95f4\u5c31\u53ef\u4ee5\u5b8c\u6210\u3002\u4f8b\u5982\uff0c2021 \u5e74 9 \u6708\uff0c\u5728 UPI \u7f51\u7edc\u4e0a\u5c31\u53d1\u751f\u4e86 36 \u4ebf\u7b14\u4ea4\u6613\uff0c\u4ea4\u6613\u603b\u4ef7\u503c \u7ea6\u54086.5 \u4e07\u4ebf\u5370\u5ea6\u5362\u6bd4\u3002\u5ba2\u6237\u66f4\u8d8b\u5411\u4e8e\u901a\u8fc7\u5404\u79cd\u6e20\u9053\u8fdb\u884c\u5b9e\u65f6\u652f\u4ed8\u3002PSD2\u3001\u5f00\u653e\u94f6\u884c\u548c\u7279\u5b9a\u56fd\u5bb6\/\u5730\u533a\u5df2\u7ecf\u901a\u8fc7\u76f8\u5173\u6cd5\u89c4\uff0c\u6cd5\u89c4\u660e\u786e\u89c4\u5b9a\u5411\u53d7\u4fe1\u4efb\u7684\u7b2c\u4e09\u65b9\u5e94\u7528\u7a0b\u5e8f\u5f00\u53d1\u4eba\u5458\u516c\u5f00\u5176\u652f\u4ed8\u673a\u5236\u3002<\/p>\n<p>\u901a\u5e38\uff0c\u94f6\u884c\u5ba2\u6237\u4f1a\u4f7f\u7528\u4efb\u610f\u6e20\u9053(\u4f8b\u5982\uff0c\u79fb\u52a8\u5e94\u7528\u7a0b\u5e8f\u3001\u5728\u7ebf\u95e8\u6237\u6216\u8bbf\u95ee\u673a\u6784)\u53d1\u8d77\u8f6c\u8d26\u8bf7\u6c42\u3002\u5f53\u6536\u5230\u8f6c\u8d26\u8bf7\u6c42\u540e\uff0c\u9700\u8981\u6267\u884c\u4ee5\u4e0b\u64cd\u4f5c\uff0c\u5982\u56fe1 \u6240\u793a\uff1a<\/p>\n<p>1. \u9274\u5b9a\u8f6c\u8d26\u8d44\u683c(Entitlement)\u2014\u2014\u68c0\u67e5\u5ba2\u6237\u662f\u5426\u5177\u5907\u8f6c\u8d26\u7684\u8d44\u683c<\/p>\n<p>2. \u68c0\u67e5\u64cd\u4f5c\u6743\u9650(Operational limits)(\u662f\u5426\u5177\u5907\u4f7f\u7528\u8f6c\u8d26\u901a\u9053\u548c\u4f20\u8f93\u6a21\u5f0f\u7684\u6743\u5229)<\/p>\n<p>3. \u68c0\u67e5\u4f59\u989d\u5e76\u9501\u5b9a\u8f6c\u8d26\u91d1\u989d(Account Balance checks)<\/p>\n<p>4. \u5236\u88c1\u68c0\u67e5(Sanctions Check) \u2014\u2014 \u4ea4\u6613\u662f\u5426\u7b26\u5408\u6cd5\u89c4\u4ee5\u53ca\u5236\u88c1\u68c0\u67e5<\/p>\n<p>5. \u6b3a\u8bc8\u68c0\u67e5(Fraud Checks) \u2014\u2014 \u68c0\u67e5\u4ea4\u6613\u662f\u5426\u5177\u6709\u6b3a\u8bc8\u6027<\/p>\n<p>6. \u5728\u652f\u4ed8\u7f51\u5173\u4e2d\u521b\u5efa\u652f\u4ed8\u8bf7\u6c42(Payment Gateway)<\/p>\n<p>\u4e0b\u56fe\u5bf9\u6b64\u8fdb\u884c\u4e86\u6982\u8ff0\uff1a<\/p>\n<p style=\"text-align: center\">\u200b<img decoding=\"async\" src=\"https:\/\/s6.\/oss\/202112\/22\/c10b6e2c39158f1906b5c1c7c59dbde8.png\" style=\"width: 554px;height: 340px\" class=\"aligncenter\">\u200b\u200b<\/p>\n<p style=\"text-align: center\">\u56fe1 \u6536\u5230\u8f6c\u8d26\u8bf7\u6c42\u9700\u8981\u6267\u884c\u7684\u64cd\u4f5c<\/p>\n<p>\u6ce8\u610f\uff1a\u5c31\u672c\u6587\u800c\u8a00\uff0c\u4ee5\u4e0a\u7528\u4f8b\u6240\u6d89\u53ca\u5230\u7684\u64cd\u4f5c\u4f1a\u5728\u53d1\u8d77\u8bf7\u6c42\u7684\u91d1\u878d\u673a\u6784\u5185\u90e8\u5b8c\u6210\u3002\u5b83\u4f9d\u8d56\u4e8e\u5df2\u5b58\u5728\u7684\u8f6c\u8d26\u7f51\u5173\uff0c\u652f\u4ed8\u7f51\u5173\u5e76\u5728\u6b64\u8303\u7574\u5185\u3002<\/p>\n<h2>\u5173\u952e\u7684\u975e\u529f\u80fd\u6027\u9700\u6c42<\/h2>\n<p>\u4ee5\u4e0b\u662f\u5173\u952e\u7684 NFR(\u975e\u529f\u80fd\u6027\u9700\u6c42)\uff1a<\/p>\n<h3>1. \u6027\u80fd<\/h3>\n<ul>\n<ul>\n  <br \/> \n <\/ul>\n<li>\u4e8b\u4ef6\u7684\u4f4e\u5ef6\u8fdf\u5904\u7406<\/li>\n<li>\u9ad8\u541e\u5410\u91cf<\/li>\n<ul>\n  <br \/> \n <\/ul>\n<\/ul>\n<h3>2. \u5f39\u6027<\/h3>\n<ul>\n<ul>\n  <br \/> \n <\/ul>\n<li>\u53ef\u6062\u590d\u6027\u2014\u2014\u4ece\u6545\u969c\u4e2d\u6062\u590d\u7684\u80fd\u529b\u3002\u4ece\u6545\u969c\u70b9\u91cd\u65b0\u542f\u52a8\u5e76\u5177\u6709\u91cd\u653e\u4e8b\u4ef6\u7684\u80fd\u529b\u3002\u6700\u5c0f\u5316 RTO(\u6062\u590d\u65f6\u95f4\u76ee\u6807)<\/li>\n<li>\u96f6\u6570\u636e\u4e22\u5931<\/li>\n<li>\u4fdd\u8bc1\u7ed3\u679c\u7684\u53ef\u9760\u6027\u548c\u4e00\u81f4\u6027\u3002<\/li>\n<ul>\n  <br \/> \n <\/ul>\n<\/ul>\n<h3>3. \u53ef\u7528\u6027\u548c\u53ef\u6269\u5c55\u6027<\/h3>\n<ul>\n<ul>\n  <br \/> \n <\/ul>\n<li>\u9ad8\u53ef\u7528\u548c\u5bb9\u9519\u2014\u2014\u627f\u62c5\u6545\u969c(\u5305\u62ec\u627f\u62c5\u6570\u636e\u4e2d\u5fc3\/\u53ef\u7528\u533a\u57df\u7684\u4e2d\u65ad\u60c5\u51b5)<\/li>\n<li>\u968f\u7740\u8d1f\u8f7d\u589e\u52a0\u800c\u5bf9\u7cfb\u7edf\u8fdb\u884c\u6c34\u5e73\u6269\u5c55<\/li>\n<li>\u80fd\u591f\u627f\u53d7\u7a81\u53d1\u7684\u6d41\u91cf\u6fc0\u589e(\u5f39\u6027\u53ef\u6269\u5c55\u6027)<\/li>\n<li>\u5728\u7b26\u5408\u6cd5\u89c4\u7684\u524d\u63d0\u4e0b\u6301\u4e45\u5316\u6d77\u91cf\u6570\u636e<\/li>\n<ul>\n  <br \/> \n <\/ul>\n<\/ul>\n<h3>4. \u5b89\u5168<\/h3>\n<ul>\n<ul>\n  <br \/> \n <\/ul>\n<li>\u5e94\u7528\u4e2d\u6838\u5fc3\u7ec4\u4ef6\u5b89\u5168\u6027\u2014\u2014\u5de6\u79fb(Shifting left \u672a\u96e8\u7ef8\u7f2a)(\u5907\u6ce8\uff1a\u8f6f\u4ef6\u5f00\u53d1\u8fc7\u7a0b\u88ab\u89c6\u4e3a\u4e00\u4e2a\u4ece\u5de6\u5230\u53f3\u7684\u987a\u5e8f\u8fc7\u7a0b\u3002\u4f8b\u5982\uff1a\u5b9a\u4e49\u9700\u6c42\u3001\u5206\u6790\u3001\u8bbe\u8ba1\u3001\u7f16\u7801\u3001\u6d4b\u8bd5\u548c\u90e8\u7f72\u3002\u5de6\u79fb\u5c31\u63d0\u524d\u8003\u8651\u67d0\u67d0\u95ee\u9898\uff0c\u4e0d\u8981\u7b49\u5230\u4e86\u8fd9\u4e00\u6b65\u518d\u601d\u8003\u8fd9\u4e2a\u95ee\u9898\uff0c\u653e\u5230\u6587\u4e2d\u5c31\u662f\u63d0\u524d\u8003\u8651\u6838\u5fc3\u7ec4\u4ef6\u5b89\u5168\u6027\u7684\u95ee\u9898\u3002\u56e0\u6b64\u7ffb\u8bd1\u4e3a\u201c\u672a\u96e8\u7ef8\u7f2a\u201d)<\/li>\n<li>\u8ba4\u8bc1\u548c\u6388\u6743<\/li>\n<li>\u5ba1\u8ba1<\/li>\n<li>\u4f20\u8f93\u5c42\u5b89\u5168<\/li>\n<li>\u4fdd\u8bc1\u6570\u636e\u5728\u4f20\u8f93\u72b6\u6001\u548c\u9759\u6b62\u72b6\u6001\u7684\u5b89\u5168\u6027<\/li>\n<ul>\n  <br \/> \n <\/ul>\n<\/ul>\n<h2>\u67b6\u6784<\/h2>\n<p>\u4e91\u539f\u751f\u6280\u672f\u7684\u65b9\u65b9\u9762\u9762\u5c06\u4f1a\u8d2f\u7a7f\u672c\u6848\u4f8b\u7684\u5b9e\u73b0\u6a21\u578b\u2014\u2014\u4f8b\u5982\uff1a\u5fae\u670d\u52a1\u3001API\u3001\u5bb9\u5668\u3001\u4e8b\u4ef6\u6d41\u548c\u5206\u5e03\u5f0f\u6570\u636e\u7ba1\u7406\uff0c\u4ee5\u53ca\u4f7f\u7528\u6700\u7ec8\u4e00\u81f4\u6027\u98ce\u683c\u7684\u6570\u636e\u6301\u4e45\u5316\u65b9\u5f0f\u6765\u4fdd\u8bc1\u6570\u636e\u7684\u5b8c\u6574\u6027\u3002\u9700\u8981\u6ce8\u610f\u7684\u662f\uff0c\u57fa\u4e8e\u4e8b\u4ef6\u9a71\u52a8\u7684\u5fae\u670d\u52a1\u67b6\u6784\u4e3a\u672c\u6848\u4f8b\u67b6\u6784\u63d0\u4f9b\u4e86\u6700\u4f73\u5b9e\u8df5\u3002<\/p>\n<p>\u4ee5\u4e0b\u662f\u4e3a\u5b9e\u73b0\u6b64\u6848\u4f8b\u9700\u8981\u8003\u8651\u7684\u5173\u952e\u67b6\u6784\u6a21\u5f0f\uff1a<\/p>\n<p>1. \u5206\u6bb5\u4e8b\u4ef6\u9a71\u52a8\u67b6\u6784 (SEDA Staged Event-Driven Architecture)<\/p>\n<p>2. \u4e8b\u4ef6\u6d41\u5904\u7406<\/p>\n<p>3. \u4e8b\u4ef6\u6eaf\u6e90<\/p>\n<p>4. SAGA<\/p>\n<p>5. CQRS<\/p>\n<p>\u5982\u56fe2\u6240\u793a\uff0c\u4e3a\u672c\u6848\u4f8b\u89e3\u51b3\u65b9\u6848\u67b6\u6784\u56fe\uff1a<\/p>\n<p style=\"text-align: center\">\u200b<img decoding=\"async\" src=\"https:\/\/s4.\/oss\/202112\/22\/5aead0daa72d04a51d0a9fb1fa768345.png\" style=\"width: 635px;height: 406px\" class=\"aligncenter\">\u200b\u200b<\/p>\n<p style=\"text-align: center\">\u56fe2 \u6848\u4f8b\u67b6\u6784\u56fe<\/p>\n<h2>\u5e94\u7528\u548c\u6570\u636e\u6d41<\/h2>\n<p>\u5e94\u7528\u67b6\u6784\u662f\u7531\u4e00\u7ec4\u53ef\u72ec\u7acb\u8fd0\u884c\u7684\u5fae\u670d\u52a1\u7ec4\u6210\u3002\u6b64\u5916\uff0c\u534f\u8c03\u5668\u670d\u52a1(Enablers)\u4f5c\u4e3a\u5355\u72ec\u7684\u5fae\u670d\u52a1\u8d1f\u8d23\u534f\u8c03\u6574\u4e2a\u4e8b\u52a1\uff0c\u786e\u4fdd\u7aef\u5230\u7aef\u6d41\u7a0b\u6267\u884c\u5230\u4f4d\u3002<\/p>\n<p>\u8d44\u91d1\u8f6c\u8d26(Fund Transfer)\u5305\u542b\u591a\u4e2a\u670d\u52a1\uff0c\u4f5c\u4e3a\u8f6c\u8d26\u4e8b\u4ef6\u7684\u751f\u4ea7\u8005\u3001\u5904\u7406\u8005\u548c\u6d88\u8d39\u8005\u5b83\u4eec\u76f8\u4e92\u8fde\u63a5\u3002\u4e3b\u8981\u7531\u5982\u4e0b 4 \u4e2a\u4e3b\u8981\u5904\u7406\u5668\uff1a<\/p>\n<p><strong>1. Fund Transfer Orchestrator <\/strong>(\u8f6c\u8d26\u534f\u8c03\u5668)\u2013 \u8d1f\u8d23\u5904\u7406\u8d44\u91d1\u8f6c\u79fb\u4e8b\u4ef6\u5e76\u4fee\u6539\u548c\u7ef4\u62a4\u8d44\u91d1\u8f6c\u8d26\u8bf7\u6c42\u7684\u72b6\u6001\u3002<\/p>\n<p><strong>2. Fund Transfer Request Router<\/strong>(\u8f6c\u8d26\u8bf7\u6c42\u8def\u7531\u5668)\u2013\u57fa\u4e8e\u8d44\u91d1\u7684\u72b6\u6001\u8f6c\u6362\u8bf7\u6c42\u751f\u6210\u4e8b\u4ef6\uff0c\u5e76\u786e\u5b9a\u4e8b\u4ef6\u6240\u5bf9\u5e94\u7684\u8def\u7531\u3002\u5b83\u53ef\u4ee5\u5c06\u63a5\u53d7\u5230\u7684\u4e8b\u4ef6\u4ee5\u591a\u64ad\u7684\u5f62\u5f0f\u53d1\u9001\u5230\u4e00\u4e2a\u6216\u8005\u591a\u4e2a\u7cfb\u7edf\u3002\u540c\u65f6\u5b83\u4e5f\u662f\u4e00\u4e2a\u53ef\u9009\u7ec4\u4ef6\uff0c\u5982\u679c\u4e0b\u6e38\u6d88\u8d39\u8005\u4e0d\u80fd\u4ece\u5355\u4e2a\u4e3b\u9898\u6d88\u8d39(\u4f8b\u5982\uff0c\u4e0b\u6e38\u6d88\u8d39\u8005\u662f\u9057\u7559\u670d\u52a1\u6216\u5df2\u7ecf\u5b9e\u73b0\u7684\u670d\u52a1\uff0c\u540c\u65f6\u8fd9\u4e9b\u670d\u52a1\u4e0d\u80fd\u66f4\u6539\u6210\u4ece\u5355\u4e2a\u4e3b\u9898\u6d88\u8d39)\uff0c\u5219\u9700\u8981\u4f7f\u7528\u5230\u5b83\u3002<\/p>\n<p><strong>3. Fund Transfer Statistics Aggregator<\/strong>(\u8f6c\u8d26\u7edf\u8ba1\u805a\u5408\u5668) \u2013 \u57fa\u4e8e\u7ba1\u7406 KPI \u6240\u9700\u7684\u591a\u7ef4\u5ea6\u8fdb\u884c\u6c47\u603b\uff0c\u5e76\u4e14\u7ef4\u62a4\u8f6c\u8d26\u8fc7\u7a0b\u4e2d\u7684\u7edf\u8ba1\u6570\u636e\u3002<\/p>\n<p><strong>4. Fund Transfer Exception Managements<\/strong>(\u8f6c\u8d26\u5f02\u5e38\u7ba1\u7406) \u2013 \u6839\u636e\u5f02\u5e38\u81ea\u52a8\u89e6\u53d1\u8f6c\u8d26\u8bf7\u6c42\u4e2d\u7684\u7528\u6237\u884c\u4e3a\uff0c\u5305\u62ec\u53d6\u6d88\u8f6c\u8d26\uff0c\u8f6c\u8d26\u91cd\u8bd5 \u3002\u7b80\u800c\u8a00\u4e4b\u662f\u4e3a\u7528\u6237\u63d0\u4f9b\u7ba1\u7406\u8f6c\u8d26\u5f02\u5e38\u7684\u529f\u80fd\u3002<\/p>\n<p><strong>5. Fund Transfer API <\/strong>(\u8f6c\u8d26API)\u2013 \u4e3a\u4e0d\u540c\u8f6c\u8d26\u6e20\u9053\u63d0\u4f9b\u4ee5\u4e0b\u529f\u80fd\uff1a(a) \u8bf7\u6c42\u8f6c\u8d26\uff0c(b) \u68c0\u67e5\u8f6c\u8d26\u72b6\u6001\uff0c(c) \u7ba1\u7406\u8f6c\u8d26(\u53d6\u6d88\u3001\u91cd\u8bd5\u7b49)\u3002<\/p>\n<p>API \u5411 Fund Transfer Orchestrator \u7684input topic(\u8f93\u5165\u4e3b\u9898)\u53d1\u5e03\u4e8b\u4ef6\uff0c\u8be5\u4e3b\u9898\u662f Fund Transfer \u8bf7\u6c42\u7684\u4e3b\u8981\u534f\u8c03\u5668\u3002\u53d1\u9001\u7684\u4e8b\u4ef6\u4f5c\u4e3a\u201c\u4e00\u7b49\u516c\u6c11\u201d\u4f1a\u88ab\u6301\u4e45\u5316\u5230Event\/State Store\u4e2d\uff0c\u540c\u65f6\u8fd9\u4e9b\u65f6\u95f4\u4f1a\u5728Event\/State Store\u4e2d\u4e0d\u65ad\u79ef\u7d2f(\u542f\u7528\u4e8b\u4ef6\u6eaf\u6e90\u67b6\u6784\u6a21\u5f0f)\u3002\u6839\u636e\u4e8b\u4ef6\u4e0a\u4e0b\u6587\u548c\u6709\u6548\u8f7d\u8377\uff0cFund Transfer Orchestrator\u5c06\u4e8b\u4ef6\u8fdb\u884c\u8f6c\u6362\u5e76\u5c06\u8f6c\u8d26\u72b6\u6001\u53d1\u5e03\u5230\u53e6\u4e00\u4e2atopic(\u4e3b\u9898)\u4e2d\u3002\u540c\u6837\uff0c\u8f6c\u8d26\u8bb0\u5f55\u7684\u72b6\u6001\u53d8\u66f4\u4e5f\u4f1a\u88ab\u6301\u4e45\u5316\uff0c\u5728\u51fa\u73b0\u7cfb\u7edf\u7ea7\u6545\u969c\u65f6\uff0c\u53ef\u7528\u4e8e\u6062\u590d\u8f6c\u8d26\u72b6\u6001\u3002<\/p>\n<p>\u63a5\u7740\uff0c\u7531Fund Transfer Request Router(\u8f6c\u79fb\u8bf7\u6c42\u8def\u7531\u5668)\u5904\u7406\u901a\u8fc7topic \u4f20\u9012\u8fc7\u6765\u7684\u8f6c\u8d26\u72b6\u6001\u4fe1\u606f\uff0c\u5e76\u7531Fund Transfer Request Router\u51b3\u5b9a\u8be5\u72b6\u6001\u88ab\u8def\u7531\u5230\u54ea\u4e2a\u7cfb\u7edf\u4e2d(\u5355\u4e2a\u6216\u8005\u591a\u4e2a)\u3002\u8fd9\u4e9b\u7cfb\u7edf(\u5982\u56fe2 \u53f3\u8fb9\u7684Customer\u3001Accounts\u3001Sanctions\u7b49)\u5c06\u5904\u7406\u4e4b\u540e\u7684\u7ed3\u679c\u4f5c\u4e3a\u4e8b\u4ef6\u53d1\u5e03\u5230input topic(\u8f93\u5165\u4e3b\u9898)\uff0c\u518d\u7531Fund Transfer Orchestrator(\u8f6c\u8d26\u534f\u8c03\u5668)\u8fdb\u884c\u5173\u8054\u548c\u5904\u7406\uff0c\u6700\u7ec8\u5b8c\u6210\u8f6c\u8d26\u72b6\u6001\u7684\u66f4\u65b0\u3002Fund Transfer Orchestrator (\u8f6c\u8d26\u534f\u8c03\u5668)\u4e5f\u80fd\u591f\u901a\u8fc7input topic \u63a5\u53d7\u6765\u81eaFund Transfer Exception Managements(\u8f6c\u8d26\u5f02\u5e38\u7ba1\u7406)\u7684\u5f02\u5e38\u6d88\u606f\uff0c\u5e76\u5bf9\u5176\u8fdb\u884c\u5904\u7406\uff0c\u7136\u540e\u66f4\u65b0\u8f6c\u8d26\u8bf7\u6c42\u7684\u72b6\u6001\u3002<\/p>\n<p><strong>Fund Transfer Statistics Aggregator<\/strong>(\u8f6c\u8d26\u7edf\u8ba1\u805a\u5408\u5668)\u4e5f\u53ef\u4ee5\u901a\u8fc7topic\u63a5\u53d7\u6765\u81ea<strong>Fund Transfer Orchestrator <\/strong>(\u8f6c\u8d26\u534f\u8c03\u5668)\u7684\u8f6c\u8d26\u4e8b\u4ef6\uff0c\u5e76\u4e14\u5bf9\u8f6c\u8d26\u8bb0\u5f55\u8fdb\u884c\u5b9e\u65f6\u7edf\u8ba1\uff0c<strong>Fund Transfer Statistics Aggregator<\/strong>(\u8f6c\u8d26\u7edf\u8ba1\u805a\u5408\u5668)\u8fd8\u805a\u5408\u4e86\u591a\u7ef4\u5ea6\u7684\u8f6c\u8d26\u7edf\u8ba1\u6570\u636e\u2014\u2014\u4ee5\u4fbf\u8fd0\u8425\u56e2\u961f\u53ef\u4ee5\u5b9e\u65f6\u5730\u67e5\u770b\u8f6c\u8d26\u7684\u7edf\u8ba1\u6570\u636e\u3002<\/p>\n<h2>\u6280\u672f\u6784\u4ef6\u548c\u6280\u672f\u6808<\/h2>\n<p>\u4e3a\u4e86\u5b9e\u73b0\u4e0a\u8ff0\u5e94\u7528\u67b6\u6784\uff0c\u9700\u8981\u4f7f\u7528\u5173\u952e\u7684\u6280\u672f\u6784\u4ef6\u5982\u4e0b\uff1a<\/p>\n<p>1. Event backbone\u2014\u2014\u7528\u4e8e\u5728\u670d\u52a1\u4e4b\u95f4\u7684\u53d1\u9001\u6d88\u606f\u3002\u5b83\u8fd8\u5c06\u786e\u4fdd\u53d1\u9001\u4e8b\u4ef6\u7684\u6392\u5e8f\u548c\u5e8f\u5217\u3002\u5b83\u8fd8\u63d0\u4f9b\u4e86\u6570\u636e\u771f\u5b9e\u6027\u7684\u5355\u4e00\u6765\u6e90\u3002\u53d1\u751f\u6545\u969c\u65f6\u2014\u2014\u7cfb\u7edf\u53ef\u4ee5\u4ece\u6545\u969c\u70b9\u91cd\u542f\u3002\u5b83\u63d0\u4f9b\u4e86\u6784\u5efa\u4e8b\u4ef6\u548c\u72b6\u6001\u5b58\u50a8\u7684\u673a\u5236\u3002\u5728\u53d1\u751f\u91cd\u5927\u4e2d\u65ad\u7684\u60c5\u51b5\u4e0b\uff0c\u6240\u5b58\u50a8\u7684\u4e8b\u4ef6\u548c\u72b6\u6001\u5b58\u50a8\u53ef\u7528\u4e8e\u72b6\u6001\u6062\u590d\u3002<\/p>\n<p>2. In-memory data-grid\u2014\u2014\u662f\u4e00\u4e2a\u5206\u5e03\u5f0f\u7f13\u5b58\u53ef\u4ee5\u7528\u6765\u63d0\u9ad8\u7cfb\u7edf\u7684\u6027\u80fd\u3002\u5b83\u62e5\u6709\u4ece\u670d\u52a1\u4e2d\u5b58\u50a8\u548c\u67e5\u627e\u6570\u636e\u7684\u80fd\u529b\u3002\u5b83\u4f7f\u6bcf\u4e2a\u670d\u52a1\u90fd\u6709\u81ea\u5df1\u7684\u4e00\u7ec4\u7f13\u5b58\uff0c\u5e76\u4e14\u8fd9\u4e9b\u7f13\u5b58\u662f\u53ef\u4ee5\u88ab\u6301\u4e45\u5316(\u53ef\u9009)\uff0c\u652f\u6301\u201cwrite-through\u201d\u6a21\u5f0f(\u540c\u65f6\u5f80\u5185\u5b58\u548c\u78c1\u76d8\u5199\u5165\u4fe1\u606f)\u3002\u5b83\u5177\u6709\u5f39\u6027\u5e76\u4e14\u53ef\u4ee5\u627f\u53d7\u4e2d\u65ad\u3002\u6b64\u5916\uff0c\u5728\u96c6\u7fa4\u7ea7\u6545\u969c(\u5373\u6574\u4e2a\u7f13\u5b58\u96c6\u7fa4\u5b95\u673a)\u7684\u60c5\u51b5\u4e0b\uff0c\u7f13\u5b58\u53ef\u4ee5\u901a\u8fc7Event Backbone\u7684\u6301\u4e45\u5316\u673a\u5236\u6062\u590d(\u4f46\u662f\uff0c\u9700\u8981\u5904\u7406\u5668\u505c\u6b62\u5de5\u4f5c\u4e00\u6bb5\u65f6\u95f4)\u3002<\/p>\n<p>3. Service Mesh\u2014\u2014\u63d0\u4f9b\u76d1\u63a7\u3001\u5b89\u5168\u548c\u670d\u52a1\u53d1\u73b0\u7684\u80fd\u529b\u3002<\/p>\n<p>\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u5982\u4e0b\u6280\u672f\u6808\u6765\u6784\u5efa\u7cfb\u7edf\u3002\u6280\u672f\u6808\u4e2d\u7684\u5de5\u5177\u5927\u90e8\u5206\u662f\u5f00\u6e90\u7684\uff0c\u4e5f\u53ef\u4ee5\u4f7f\u7528\u5176\u4ed6\u6280\u672f\u4ee3\u66ff\u3002\u4f8b\u5982\uff0cQuarkus \u7b49\u3002<\/p>\n<p style=\"text-align: center\">\u200b<img decoding=\"async\" src=\"https:\/\/s6.\/oss\/202112\/22\/55cee85da6262b6125fc55b4290c6e81.png\" style=\"width: 501px;height: 498px\" class=\"aligncenter\">\u200b\u200b<\/p>\n<p style=\"text-align: center\">\u200b<img decoding=\"async\" src=\"https:\/\/s5.\/oss\/202112\/22\/804aacc9dcb6d88220c6abf468eec36b.png\" style=\"width: 504px;height: 330px\" class=\"aligncenter\">\u200b\u200b<\/p>\n<h2>\u89e3\u51b3NFR(\u975e\u529f\u80fd\u6027\u9700\u6c42)\u7684\u8bbe\u8ba1\u51b3\u7b56<\/h2>\n<p>\u4e3a\u4e86\u89e3\u51b3\u9ad8\u5ea6\u52a8\u6001\u548c\u590d\u6742\u7684 NFR\uff0c\u63d0\u51fa\u6700\u91cd\u8981\u7684\u4e09\u9879\u8bbe\u8ba1\u51b3\u7b56\u3002<\/p>\n<ul>\n<ul>\n  <br \/> \n <\/ul>\n<li><strong>Event Backbone<\/strong>\u2014\u2014\u4e3a\u4e86\u5b9e\u73b0\u7528\u4f8b\u548c\u6ee1\u8db3\u67b6\u6784\u8981\u6c42\u9700\u8981\u5efa\u7acbEvent backbone(\u4e8b\u4ef6\u4e3b\u5e72)\u3002\u5176\u4e3b\u8981\u539f\u56e0\u662f\u53ef\u4ee5\u8ba9\u4e0d\u540c\u7684\u8f6c\u8d26\u8fc7\u7a0b\u5e76\u884c\uff0c\u4ece\u800c\u964d\u4f4e\u5904\u7406\u65f6\u95f4\u3002\u6b64\u5916\uff0c\u4f7f\u7528\u884c\u4e1a\u7ea7\u7684event backbone(\u4e8b\u4ef6\u4e3b\u5e72)\u5c06\u63d0\u4f9b\/\u652f\u6301\u67d0\u4e9b\u5f00\u7bb1\u5373\u7528\u7684\u9ad8\u8d28\u91cf\u67b6\u6784(\u4f8b\u5982\u5bb9\u9519\u6027\u3001\u53ef\u6062\u590d\u6027\u3001\u53ef\u6269\u5c55\u6027\u548c\u4e8b\u4ef6\u6392\u5e8f)\u3002<\/li>\n<li><strong>\u6570\u636e\u6d41<\/strong>\u2014\u2014\u4f7f\u7528in-memory data grid(\u5185\u5b58\u6570\u636e\u7f51\u683c)\u53ef\u4ee5\u663e\u8457\u51cf\u5c11\u6570\u636e\u5e93\u8bf7\u6c42\u3002\u6b64\u5916\uff0c\u6570\u636e\u548c\u4e8b\u4ef6\u88ab\u5206\u533a\u7684\u8bbe\u8ba1\u4f7f\u5f97\u7cfb\u7edf\u66f4\u5bb9\u6613\u6269\u5c55\u3002\u4e3a\u90e8\u7f72\u6240\u6709\u7ec4\u4ef6\u9009\u62e9\u76f8\u540c\u7684\u4f7f\u7528\u533a\u57df\u2014\u2014\u5927\u5927\u51cf\u5c11\u4e86\u7f51\u7edc\u5ef6\u8fdf\u3002<\/li>\n<li><strong>\u5b89\u5168\u65b9\u9762\u7684\u201c\u5de6\u79fb\u201d<\/strong>\u2013\u901a\u8fc7\u5f3a\u5236\u7684\u624b\u6bb5\u4fdd\u8bc1\u6bcf\u4e2a\u7ec4\u4ef6\u7684\u5b89\u5168\u6027\u3002\u9700\u8981\u4e3a\u6bcf\u4e2a\u7ec4\u4ef6(\u5c24\u5176\u662fevent backbone\u4e8b\u4ef6\u4e3b\u5e72\u3001in-memory data grid\u5185\u5b58\u6570\u636e\u7f51\u683c)\u5b9e\u65bd\u9002\u5f53\u7684\u8bbf\u95ee\u63a7\u5236\u548c\u8eab\u4efd\u9a8c\u8bc1\u673a\u5236\u3002\u5fc5\u987b\u6df1\u5165\u4e86\u89e3\u9700\u8981\u6ee1\u8db3\u7684\u5b89\u5168\u6807\u51c6\u548c\u6cd5\u89c4(\u672c\u6848\u4f8b\u5305\u62ec\uff1aPCI-DSS\u3001GDPR \u7b49)\u3002\u4f20\u8f93\u5c42\u7684\u5b89\u5168\u6027\u5bf9\u4e8e\u786e\u4fdd\u6570\u636e\u5728\u4f20\u8f93\u8fc7\u7a0b\u4e2d\u7684\u52a0\u5bc6\u6765\u8bf4\u81f3\u5173\u91cd\u8981\u3002\u6b64\u5916\uff0c\u5fc5\u987b\u5f3a\u5236\u6267\u884c\u4e0e\u6570\u636e(\u7279\u522b\u662f\u654f\u611f\u7684\u79c1\u4eba\u4fe1\u606f)\u76f8\u5173\u7684\u63a7\u5236\u3002\u907f\u514d\u5c06\u654f\u611f\u4fe1\u606f\u653e\u5165\u7f13\u5b58\u4e2d(\u5c3d\u7ba1\u8fd9\u53ef\u80fd\u4f1a\u5f71\u54cd\u6027\u80fd)\u3002\u56e0\u6b64\uff0c\u5728NFR \u6d4b\u8bd5\u671f\u95f4 \u2013 \u9700\u8981\u5bf9\u5b89\u5168\u6027\u8fdb\u884c\u6d4b\u8bd5\u3002\u9759\u6001\u4ee3\u7801\u8d28\u91cf\u5206\u6790\u5de5\u4f5c\u9700\u8981\u68c0\u67e5\u4ee3\u7801\u4e2d\u7684\u5b89\u5168\u6f0f\u6d1e\uff0c\u9488\u5bf9\u7ec4\u4ef6\u955c\u50cf\u7684\u626b\u63cf\u4e5f\u662f\u4e3a\u4e86\u68c0\u67e5\u5b89\u5168\u6f0f\u6d1e\u3002\u9632\u706b\u5899\u3001DMZ\u3001VPC \u9700\u8981\u901a\u8fc7\u9002\u5f53\u7684 IAM \u89e3\u51b3\u65b9\u6848\u8fdb\u884c\u914d\u7f6e\u3002\u540c\u65f6\u4e91\u539f\u751f\u67b6\u6784\u4e5f\u9700\u8981\u5173\u6ce8\u53e6\u4e00\u4e2a\u5b89\u5168\u65b9\u9762\u7684\u95ee\u9898\uff0c\u5c31\u662f\u673a\u5bc6\u3001\u5bc6\u94a5\u548c\u8bc1\u4e66\u7ba1\u7406\u3002<\/li>\n<\/ul>\n<p>\u4e0a\u8ff0\u4e09\u4e2a\u8bbe\u8ba1\u51b3\u7b56\u5c06\u6709\u52a9\u4e8e\u89e3\u51b3\u4ee5\u4e0b\u7c7b\u522b\u7684 NFR\uff1a<\/p>\n<ul>\n<ul>\n  <br \/> \n <\/ul>\n<li><strong>\u81ea\u52a8\u6269\u5c55<\/strong>\u2014\u2014\u7cfb\u7edf\u7684\u6bcf\u4e2a\u7ec4\u4ef6(\u5305\u62ec\u4e8b\u4ef6\u4e3b\u5e72\u3001\u5185\u5b58\u6570\u636e\u7f51\u683c)\u5728\u5bb9\u5668\u5316\u5e76\u90e8\u7f72\u5728 Kubernetes \u548c OpenShift \u7b49\u5e73\u53f0\u4e0a\u4e4b\u540e\u90fd\u53ef\u4ee5\u81ea\u52a8\u6269\u5c55\u3002<\/li>\n<li><strong>\u5bb9\u9519<\/strong>- \u5904\u7406\u7ba1\u9053\u7684\u6bcf\u4e2a\u7ec4\u4ef6\u90fd\u53ef\u4ee5\u4ece\u6545\u969c\u70b9\u91cd\u65b0\u542f\u52a8\u3002\u8fd9\u5e76\u4e0d\u9700\u8981\u7279\u6b8a\u7684\u5b9e\u73b0\u3002\u4e8b\u4ef6\u4e3b\u5e72\u5982 Apache Kafka\u5c31\u63d0\u4f9b\u4e0a\u8ff0\u5f00\u7bb1\u5373\u7528\u7684\u529f\u80fd\u3002\u6b64\u5916\uff0cKafka Topics \u517c\u4f5c\u4e8b\u4ef6\u548c\u72b6\u6001\u7684\u5b58\u50a8\u5de5\u4f5c\u3002\u56e0\u6b64\uff0c\u53ef\u4ee5\u66f4\u52a0\u5bb9\u6613\u5730\u6062\u590d\u5904\u7406\u72b6\u6001\u3002\u6b64\u5916\uff0c\u5373\u4fbf\u5728\u96c6\u7fa4\u4e22\u5931\u597d\u51e0\u4e2a\u8282\u70b9\u7684\u60c5\u51b5\u4e0b\uff0c\u901a\u8fc7Kafka \u548c Ignite \u7684\u590d\u5236\u548c\u91cd\u65b0\u8c03\u6574\u529f\u80fd\u4e5f\u8ba9\u7cfb\u7edf\u5177\u5907\u6301\u7eed\u5904\u7406\u4e8b\u4ef6\u7684\u80fd\u529b\u3002<\/li>\n<li><strong>\u9ad8\u53ef\u89c2\u5bdf\u6027<\/strong>- \u7cfb\u7edf\u7684\u6bcf\u4e2a\u7ec4\u4ef6\u90fd\u88ab\u68c0\u6d4b\u8d77\u6765\uff0c\u5b9e\u65f6\u6027\u80fd\u548c\u8d44\u6e90\u5229\u7528\u7387\u6307\u6807\u4fe1\u606f\u4f1a\u88ab\u4ee5\u6d41\u5f0f\u7684\u65b9\u5f0f\u4f20\u9012\u5230 Prometheus \u4e2d\u3002\u800c Grafana \u4f1a\u4e0ePrometheus\u5408\u4f5c\u5b8c\u6210\u6570\u636e\u53ef\u89c6\u5316\u548c\u62a5\u8b66\u901a\u77e5\u7684\u5de5\u4f5c\u3002<\/li>\n<li><strong>\u5f39\u6027<\/strong> \u2013 \u6709\u591a\u7ea7\u90e8\u7f72\u51b3\u7b56\u6765\u5904\u7406\u5f39\u6027\u95ee\u9898\u3002\u6bcf\u4e2a\u7ec4\u4ef6\u90fd\u6709\u591a\u4e2a\u5b9e\u4f8b\u8fd0\u884c\u5728\u540c\u4e00\u4e2a\u53ef\u7528\u533a(\u5305\u62ec Kafka)\u3002DR \u4f4d\u7f6e\u7ef4\u62a4\u5728\u5907\u7528\u7684\u4e0d\u540c\u53ef\u7528\u533a\u4e2d\u3002Kafka \u7684 active \u548c dr \u96c6\u7fa4\u4e4b\u95f4\u4e3a Kafka \u542f\u7528\u4e86\u96c6\u7fa4\u7ea7\u590d\u5236\u3002<\/li>\n<\/ul>\n<p>\u5728\u4e0b\u4e00\u8282\uff0c\u6211\u4eec\u5c06\u56f4\u7ed5\u9876\u7ea7 NFR \u2013 \u6027\u80fd\u7684\u4e00\u4e9b\u5173\u952e\u8bbe\u8ba1\u56e0\u7d20\u8fdb\u884c\u6df1\u5165\u63a2\u8ba8\u3002\u540e\u7eed\u6211\u4eec\u5c06\u53d1\u5e03\u5176\u4ed6\u6709\u5173 NFR \u7684\u8bbe\u8ba1\u7684\u6587\u7ae0\u3002<\/p>\n<h2>\u6ee1\u8db3\u6027\u80fd\u8981\u6c42\u7684\u8bbe\u8ba1\u8981\u70b9<\/h2>\n<p>\u4e3a\u4e86\u6ee1\u8db3\u6027\u80fd\u8981\u6c42\uff0c\u5728\u8bbe\u8ba1\u548c\u5b9e\u65bd\u8fc7\u7a0b\u4e2d\u9700\u8981\u8003\u8651\u4ee5\u4e0b\u51e0\u70b9\uff1a<\/p>\n<p><strong>\u6027\u80fd\u5efa\u6a21 <\/strong> \u2014\u2014\u5bf9\u6027\u80fd\u76ee\u6807\u6709\u4e00\u4e2a\u6e05\u6670\u7684\u7406\u89e3\u662f\u5f88\u91cd\u8981\u7684\u3002\u6027\u80fd\u76ee\u6807\u4f1a\u5f71\u54cd\u5230\u67b6\u6784\u3001\u6280\u672f\u3001\u57fa\u7840\u8bbe\u65bd\u548c\u8bbe\u8ba1\u51b3\u7b56\u3002\u968f\u7740\u6df7\u5408\u4e91\u548c\u591a\u4e91\u89e3\u51b3\u65b9\u6848\u7684\u65e5\u76ca\u666e\u53ca\uff0c\u6027\u80fd\u5efa\u6a21\u53d8\u5f97\u66f4\u52a0\u91cd\u8981\u3002\u7531\u6b64\u4ea7\u751f\u4e86\u8bb8\u591a\u4f9d\u8d56\u4e8e\u6027\u80fd\u5efa\u6a21\u7684\u67b6\u6784\u6298\u4e2d\u65b9\u6848\u3002\u6027\u80fd\u5efa\u6a21\u5e94\u6db5\u76d6 \u2013 \u4e8b\u52a1\/\u4e8b\u4ef6\u6e05\u5355\u3001\u5de5\u4f5c\u8d1f\u8f7d\u5efa\u6a21(\u5e76\u53d1\u6027\u3001\u8bbf\u95ee\u5cf0\u91cf\u3001\u4e0d\u540c\u4e8b\u52a1\/\u4e8b\u4ef6\u7684\u9884\u671f\u54cd\u5e94\u65f6\u95f4)\u548c\u57fa\u7840\u8bbe\u65bd\u5efa\u6a21\u3002\u6784\u5efa\u6027\u80fd\u6a21\u578b\u6709\u52a9\u4e8e\u521b\u5efa\u90e8\u7f72\u6a21\u578b(\u5c24\u5176\u662f\u4e0e\u53ef\u6269\u5c55\u6027\u76f8\u5173\u7684\u6a21\u578b)\uff0c\u5b83\u6709\u52a9\u4e8e\u642d\u5efa\u67b6\u6784\u548c\u8bbe\u8ba1\u4f18\u5316\u4ece\u800c\u51cf\u5c11\u8bbf\u95ee\u5ef6\u8fdf\uff0c\u4e5f\u6709\u52a9\u4e8e\u8bbe\u8ba1\u6027\u80fd\u6d4b\u8bd5\u5e76\u9a8c\u8bc1\u7cfb\u7edf\u7684\u6027\u80fd\u548c\u541e\u5410\u91cf\u3002<\/p>\n<p><strong>\u907f\u514d\u5355\u4f53\u602a\u7269<\/strong>\u2014\u2014\u5355\u4f53\u67b6\u6784\u7684\u96c6\u4e2d\u5904\u7406\u3002\u8fd9\u610f\u5473\u7740\u65e0\u6cd5\u72ec\u7acb\u7f29\u653e\u4e0d\u540c\u7684\u7ec4\u4ef6\u3002\u4e8b\u5b9e\u4e0a\uff0c\u670d\u52a1\u7684\u5b9e\u73b0\u4e5f\u9700\u8981\u4f7f\u7528 SEDA\u7684\u65b9\u5f0f\u5c06\u5176\u5206\u89e3\u4e3a\u677e\u8026\u5408\u7684\u7ec4\u4ef6\uff0c\u63d0\u4f9b\u6269\u5c55\u6bcf\u4e2a\u7ec4\u4ef6\u7684\u80fd\u529b\u5e76\u4f7f\u670d\u52a1\u66f4\u5177\u5f39\u6027\u3002\u6bcf\u4e2a\u90e8\u7f72\u7684\u7ec4\u4ef6\u90fd\u53ef\u4ee5\u72ec\u7acb\u6269\u5c55\u5e76\u90e8\u7f72\u5230\u4e00\u4e2a\u96c6\u7fa4\u4e2d\uff0c\u4ee5\u63d0\u9ad8\u7cfb\u7edf\u7684\u5e76\u53d1\u6027\u548c\u5f39\u6027\u3002<\/p>\n<p><strong>\u4e8b\u4ef6\u4e3b\u5e72\u7684\u9009\u62e9<\/strong>\u2014\u2014Event backbone(\u4e8b\u4ef6\u4e3b\u5e72)\u7684 \u9009\u62e9\u4f1a\u5f71\u54cd\u7cfb\u7edf\u6027\u80fd\u3002\u4ece\u6027\u80fd\u7684\u89d2\u5ea6\u6765\u770b\uff0c\u4ee5\u4e0b 5\u4e2a\u7279\u5f81\u663e\u5f97\u5c24\u4e3a\u91cd\u8981\uff1a<\/p>\n<ul>\n<ul>\n  <br \/> \n <\/ul>\n<li>\u6d88\u606f\u62bd\u53d6\u7684\u6027\u80fd(\u7279\u522b\u662f\u4f7f\u6d88\u606f\u6301\u4e45\u5316\u3002\u5373\uff0c\u5c06\u6d88\u606f\u5199\u5165\u5230\u78c1\u76d8\u4e2d)\u3002\u6b64\u5916\uff0c\u6027\u80fd\u9700\u8981\u59cb\u7ec8\u4fdd\u6301\u4e00\u81f4\u3002<\/li>\n<li>\u6d88\u8d39\u8005\u6d88\u606f\u6d88\u8d39\u7684\u6027\u80fd\u3002<\/li>\n<li>\u6269\u5c55\u80fd\u529b(\u5373\u5728\u96c6\u7fa4\u4e2d\u6dfb\u52a0\u65b0\u8282\u70b9\/\u4ee3\u7406\u7684\u80fd\u529b)<\/li>\n<li>\u8282\u70b9\/\u4ee3\u7406\u5931\u8d25\u65f6\u91cd\u65b0\u8c03\u6574\u6240\u9700\u7684\u65f6\u95f4<\/li>\n<li>\u5f53\u6d88\u8d39\u8005\u5b9e\u4f8b\u79bb\u5f00\u6216\u52a0\u5165\u6d88\u8d39\u8005\u7ec4\u65f6\u91cd\u65b0\u8c03\u6574\u6240\u9700\u7684\u65f6\u95f4<\/li>\n<\/ul>\n<p>Apache Kafka \u662f\u4e00\u4e2a\u4e0d\u9519\u7684\u9009\u62e9\uff0c\u5b83\u5728\u6027\u80fd\u3001\u5bb9\u9519\u6027\u3001\u53ef\u6269\u5c55\u6027\u548c\u53ef\u7528\u6027\u7b49\u65b9\u9762\u90fd\u7ecf\u53d7\u4f4f\u4e86\u8003\u9a8c\uff0c\u56e0\u6b64\u4ece\u4f17\u591a\u5019\u9009\u8005\u4e2d\u8131\u9896\u800c\u51fa\u3002\u5b83\u80fd\u591f\u8f7b\u677e\u9762\u5bf9\u4e0a\u9762\u63d0\u51fa\u76845\u4e2a\u7279\u5f81\u4e2d\u7684\u524d\u4e09\u4e2a\uff0c\u5bf9\u4e8e\u6700\u540e 2 \u70b9(\u91cd\u65b0\u5e73\u8861\u65f6\u95f4)\uff0cKafka \u7684\u6027\u80fd\u5904\u7406\u6548\u679c\u89c6\u4e3b\u9898\u6570\u636e\u91cf\u800c\u5b9a\u3002\u867d\u7136Apache Pulsar \u8bd5\u56fe\u89e3\u51b3\u8fd9\u4e2a\u95ee\u9898\uff0c\u4f46\u662f\u9274\u4e8e Kafka \u7684\u826f\u597d\u8868\u73b0\u5e76\u4e0d\u4f1a\u7acb\u5373\u5207\u6362\u65b9\u6848\uff0c\u4f46\u6211\u4eec\u4f1a\u5bc6\u5207\u5173\u6ce8 Apache Pulsar \u7684\u53d1\u5c55\u52a8\u5411\u3002<\/p>\n<p><strong>\u5584\u7528\u7f13\u5b58<\/strong>\u2013 \u6570\u636e\u5e93\u67e5\u8be2\u4f5c\u4e3aIO\u64cd\u4f5c\uff0c\u5176\u4f7f\u7528\u5f00\u9500\u662f\u53ef\u60f3\u800c\u77e5\u7684\u3002\u4e3a\u4e86\u907f\u514dIO\u64cd\u4f5c\u7684\u5f00\u9500\u9700\u8981\u5584\u7528\u7f13\u5b58\u673a\u5236\u3002\u4f8b\u5982\uff0cRedis\u3001Apache Ignite \u7b49\u90fd\u662f\u4f18\u79c0\u7684\u7f13\u5b58\u5b9e\u8df5\u3002\u901a\u8fc7\u4f7f\u7528\u7f13\u5b58\uff0c\u53ef\u4ee5\u521b\u5efa\u6709\u52a9\u4e8e\u6570\u636e\u67e5\u627e\u7684\u201c\u5feb\u901f\u6570\u636e\u5c42\u201d\u3002\u6240\u6709\u5173\u4e8e\u6570\u636e\u7684\u8bfb\u53d6\u64cd\u4f5c\u90fd\u4f1a\u9996\u5148\u8bbf\u95ee\u7f13\u5b58\uff0c\u800c\u4e0d\u662f\u4ece\u6570\u636e\u5e93\u6216\u5176\u4ed6\u8fdc\u7a0b\u670d\u52a1\u4e2d\u83b7\u53d6\u6570\u636e\u3002\u6d41\u6570\u636e\u5904\u7406\u7ba1\u9053\u4e5f\u53ef\u4ee5\u5b9e\u65f6\u5730\u5b58\u653e(\u6216\u66f4\u65b0)\u5230\u7f13\u5b58\u3002\u63a5\u4e0b\u6765\u4e8b\u4ef6\u5904\u7406\u5668\u53ea\u9700\u8981\u5f15\u7528\u7f13\u5b58\u4e2d\u7684\u6570\u636e\u5373\u53ef\uff0c\u800c\u4e0d\u7528\u67e5\u8be2\u6570\u636e\u5e93\u6216\u5bf9\u8bb0\u5f55\u7cfb\u7edf\u8fdb\u884c\u8c03\u7528\u3002\u4e8b\u4ef6\u5904\u7406\u5668\u5148\u5c06\u4e8b\u4ef6\u5199\u5165\u5230 Ignite\u4e2d\uff0c\u7136\u540e\u6301\u4e45\u5316\u5904\u7406\u5668\u518d\u5c06\u6570\u636e\u5f02\u6b65\u5199\u5165\u5230\u6570\u636e\u5e93\u4e2d\u3002\u8fd9\u79cd\u6570\u636e\u5904\u7406\u65b9\u5f0f\u6781\u5927\u5730\u63d0\u9ad8\u4e86\u7cfb\u7edf\u7684\u6027\u80fd\u3002<\/p>\n<p>\u5728\u672c\u6848\u4f8b\u4e2d\uff0c\u6211\u4eec\u9009\u62e9\u4e86 Apache Ignite\uff0c\u56e0\u4e3a\u5b83\u5177\u5907\u4ee5\u4e0b\u51e0\u4e2a\u7279\u6027\uff1a<\/p>\n<ul>\n<ul>\n  <br \/> \n <\/ul>\n<li>\u5b83\u63d0\u4f9b\u5206\u5e03\u5f0f\u7f13\u5b58(\u652f\u6301\u6570\u636e\u5206\u533a)<\/li>\n<li>\u6c34\u5e73\u53ef\u6269\u5c55<\/li>\n<li>\u7b26\u5408 ANSI SQL<\/li>\n<li>\u4fbf\u4e8e\u4f7f\u7528<\/li>\n<li>\u652f\u6301\u590d\u5236\u2014\u2014\u63d0\u4f9b\u4e00\u5b9a\u7a0b\u5ea6\u7684\u5bb9\u9519<\/li>\n<li>Cloud-Ready(\u4e91\u5c31\u7eea)<\/li>\n<\/ul>\n<p>\u7f13\u5b58\u53ef\u4ee5\u6301\u4e45\u5316\u3002\u5373\uff0c\u7f13\u5b58\u6570\u636e\u5199\u5165\u78c1\u76d8\u3002\u4f46\u5b83\u4f1a\u5f71\u54cd\u6027\u80fd\u3002\u4e0d\u4f7f\u7528 SSD \u65f6\uff0c\u6027\u80fd\u635f\u5931\u975e\u5e38\u663e\u8457\u3002\u5982\u679c\u7f13\u5b58\u662f\u975e\u6301\u4e45\u6027\u7684\uff0c\u90a3\u4e48\u67b6\u6784\u9700\u8981\u6ee1\u8db3\u4ece\u6570\u636e\/\u4e8b\u4ef6\u5b58\u50a8\u4e2d\u91cd\u65b0\u6df7\u5408\u7f13\u5b58\u7684\u9700\u6c42\u3002\u6062\u590d\u6027\u80fd\u5bf9\u4e8e\u51cf\u5c11\u5e73\u5747\u6062\u590d\u65f6\u95f4\u81f3\u5173\u91cd\u8981\u3002\u5728\u6211\u4eec\u7684\u67b6\u6784\u4e2d\u2014\u2014\u5229\u7528 Kafka \u4e3b\u9898\u6765\u8865\u5145\u7f13\u5b58\u3002\u5b83\u4eec\u662f\u6211\u4eec\u7684\u4e8b\u4ef6\/\u72b6\u6001\u5b58\u50a8\u3002\u6709\u4e00\u4e2a\u591a\u5b9e\u4f8b\u6062\u590d\u7ec4\u4ef6\uff0c\u53ef\u4ee5\u4ece Kafka \u4e3b\u9898\u4e2d\u8bfb\u53d6\u6570\u636e\u5e76\u5bf9\u7f13\u5b58\u8fdb\u884c\u518d\u6c34\u5316\u3002<\/p>\n<p><strong>\u914d\u5408\u5904\u7406<\/strong>\u2014\u2014\u5f53\u4e8b\u4ef6\u7684\u751f\u4ea7\u8005\u3001\u6d88\u8d39\u8005\u548c\u4e8b\u4ef6\u4e3b\u5e72\u914d\u5408\u5de5\u4f5c\u65f6\uff0c\u7cfb\u7edf\u6027\u80fd\u5904\u4e8e\u6700\u4f73\u72b6\u6001\u3002\u7136\u800c\uff0c\u8fd9\u610f\u5473\u7740\u5982\u679c\u6570\u636e\u4e2d\u5fc3\u51fa\u73b0\u6545\u969c\u2014\u2014\u5b83\u4f1a\u5bfc\u81f4\u6574\u4e2a\u5e73\u53f0\u762b\u75ea\u3002\u4e3a\u4e86\u907f\u514d\u8fd9\u79cd\u60c5\u51b5\u7684\u65b9\u5f0f\u53ef\u4ee5\u5bf9\u4e8b\u4ef6\u4e3b\u5e72\u8bbe\u7f6e\u590d\u5236\/\u955c\u50cf\u3002\u4f8b\u5982\uff0cKafka MirrorMaker 2 (MM2) \u5c31\u53ef\u7528\u4e8e\u8bbe\u7f6e\u8de8\u6570\u636e\u4e2d\u5fc3\/\u53ef\u7528\u533a\u7684\u590d\u5236\u3002<\/p>\n<p><strong>\u9009\u62e9\u6b63\u786e\u7684\u6d88\u606f\u683c\u5f0f<\/strong>\u2014\u2014\u5bf9\u6d88\u606f\u8fdb\u884c\u5e8f\u5217\u5316\u548c\u53cd\u5e8f\u5217\u5316\u64cd\u4f5c\u7684\u5feb\u6162\u4f1a\u5bf9\u6027\u80fd\u4ea7\u751f\u5f71\u54cd\u3002\u867d\u7136\uff0c\u6d88\u606f\u683c\u5f0f\u6709\u591a\u79cd\u9009\u62e9\uff0c\u4f8b\u5982\uff0cXML\u3001JSON\u3001Avro\u3001Protobuf\u3001Thrift\u3002\u4f46\u662f\u5bf9\u4e8e\u672c\u4f8b\u800c\u8a00\uff0c\u9009\u62e9 Avro\u7684\u6d88\u606f\u683c\u5f0f\uff0c \u662f\u56e0\u4e3a\u5b83\u7684\u7d27\u51d1\u6027\u3001\u5e8f\u5217\u5316\/\u53cd\u5e8f\u5217\u5316\u7684\u6027\u80fd\u4ee5\u53ca\u5bf9\u6d88\u606f\u6a21\u5f0f\u6f14\u5316\u7684\u652f\u6301\u3002<\/p>\n<p><strong>\u5e76\u53d1\u76f8\u5173\u7684\u51b3\u7b56<\/strong>\u2014\u2014\u5728\u672c\u4f8b\u7684\u67b6\u6784\u8bbe\u8ba1\u4e2d\uff0c\u5e76\u53d1\u7684\u5173\u952e\u53c2\u6570\u5982\u4e0b\uff1a<\/p>\n<ul>\n<ul>\n  <br \/> \n <\/ul>\n<li>Kafka topic(\u4e3b\u9898)\u7684\u5206\u533a\u6570<\/li>\n<li>\u6bcf\u4e2a\u6d88\u8d39\u7ec4\u7684\u5b9e\u4f8b\u6570<\/li>\n<li>\u6d88\u8d39\u8005\/\u751f\u4ea7\u8005\u5b9e\u4f8b\u7684\u7ebf\u7a0b\u6570<\/li>\n<\/ul>\n<p>\u8fd9\u4e9b\u53c2\u6570\u4f1a\u5bf9\u7cfb\u7edf\u541e\u5410\u91cf\u4ea7\u751f\u76f4\u63a5\u5f71\u54cd\u3002\u5728 Kafka \u4e2d\uff0c\u6bcf\u4e2a\u5206\u533a\u90fd\u53ef\u4ee5\u88ab\u540c\u4e00\u6d88\u8d39\u7ec4\u4e2d\u7684\u5355\u4e2a\u7ebf\u7a0b\u6240\u6d88\u8d39\u3002\u5728 Kafka brokers(\u4ee3\u7406)\u4e2d\u5b58\u5728\u591a\u4e2a\u5206\u533a\u548c\u9a71\u52a8\u5668\uff0c\u5b83\u4eec\u6709\u52a9\u4e8e\u4e8b\u4ef6\u7684\u4f20\u64ad\uff0c\u540c\u65f6\u4e5f\u4e0d\u5fc5\u62c5\u5fc3\u6d88\u606f\u7684\u987a\u5e8f\u95ee\u9898\u3002\u5728\u8d44\u6e90\u5229\u7528\u7387\u9650\u5236(CPU\u3001\u5185\u5b58\u548c\u7f51\u7edc)\u8303\u56f4\u5185\uff0c\u62e5\u6709\u591a\u7ebf\u7a0b\u7684\u6d88\u8d39\u8005\u53ef\u4ee5\u5728\u4e00\u5b9a\u7a0b\u5ea6\u4e0a\u5bf9\u6027\u80fd\u63d0\u5347\u6709\u6240\u5e2e\u52a9\u3002\u5728\u540c\u4e00\u4e2a\u6d88\u8d39\u8005\u7ec4\u4e2d\u62e5\u6709\u591a\u4e2a\u5b9e\u4f8b\u4ece\u800c\u5c06\u8d1f\u8f7d\u5206\u644a\u5230\u591a\u4e2a\u8282\u70b9\/\u670d\u52a1\u5668\u4e0a\uff0c\u6700\u7ec8\u63d0\u5347\u6c34\u5e73\u53ef\u6269\u5c55\u7684\u80fd\u529b\u3002<\/p>\n<p>\u4f7f\u7528\u5206\u533a\u2014\u2014\u5206\u533a\u6570\u8d8a\u591a\uff0c\u5e76\u53d1\u6027\u8d8a\u9ad8\u3002\u4f46\u662f\uff0c\u5728\u786e\u5b9a\u5206\u533a\u6570\u65f6\u9700\u8981\u6ce8\u610f\u4ee5\u4e0b\u51e0\u4e2a\u65b9\u9762\u7684\u95ee\u9898\u3002\u91cd\u89c6\u5206\u533a\u952e\u7684\u9009\u62e9\uff0c\u5b83\u53ef\u4ee5\u5728\u4e0d\u7834\u574f\u4e8b\u4ef6\u6392\u5e8f\u7684\u60c5\u51b5\u4e0b\u5728\u5206\u533a\u4e4b\u95f4\u5747\u5300\u5206\u5e03\u4e8b\u4ef6\u3002\u6b64\u5916\uff0c\u5728\u6709\u4e9b\u60c5\u51b5\u4e0b\u8fc7\u5ea6\u5206\u533a\u4f1a\u5e26\u6765\u4e0d\u826f\u540e\u679c\uff0c\u4f8b\u5982\uff1a\u5728\u6253\u5f00\u6587\u4ef6\u53e5\u67c4\u7684\u65f6\u5019\u3001\u7531\u4e8ebroker(\u4ee3\u7406)\u6545\u969c\u9020\u6210 Kafka topic(\u4e3b\u9898)\u4e0d\u53ef\u7528\u7684\u65f6\u5019\u3001\u7aef\u70b9\u5ef6\u8fdf\u7684\u65f6\u5019\u4ee5\u53ca\u6d88\u8d39\u8005\u5bf9\u5185\u5b58\u6709\u66f4\u9ad8\u9700\u8981\u7684\u65f6\u5019\u3002<\/p>\n<p>\u6267\u884c\u6027\u80fd\u6d4b\u8bd5\u4ece\u800c\u5b9a\u4e49\u7cfb\u7edf\u6027\u80fd\u7684\u6807\u51c6\uff0c\u901a\u8fc7\u6d4b\u8bd5\u63a8\u65ad\u51fa\u6240\u9700\u7684\u541e\u5410\u91cf\u548c\u6027\u80fd\uff0c\u5b83\u4eec\u6709\u52a9\u4e8e\u786e\u5b9a\u5e76\u53d1\u7684 3 \u4e2a\u5173\u952e\u53c2\u6570\u7684\u914d\u7f6e\u3002<\/p>\n<p><strong>I\/O \u95ee\u9898\u9700\u8981\u91cd\u89c6<\/strong>\u2014\u2014I\/O\u64cd\u4f5c\u5bf9\u7cfb\u7edf\u5ef6\u8fdf\u7684\u5f71\u54cd\u5f88\u5927\uff0c\u751a\u81f3\u8bf4\u5b83\u5f71\u54cd\u5230\u67b6\u6784\u4e2d\u7684\u6240\u6709\u7ec4\u4ef6\uff0c\u5305\u62ec\u4e8b\u4ef6\u4e3b\u5e72\u3001\u7f13\u5b58\u3001\u6570\u636e\u5e93\u548c\u5e94\u7528\u7a0b\u5e8f\u7ec4\u4ef6\u3002<\/p>\n<p>\u5bf9\u4e8e\u4f7f\u7528\u4e86\u6301\u4e45\u5316\u7684\u5206\u5e03\u5f0f\u7f13\u5b58\u7ec4\u4ef6\u800c\u8a00\uff0cI\/O\u64cd\u4f5c\u662f\u5f71\u54cd\u6027\u80fd\u7684\u5173\u952e\u56e0\u7d20\u4e4b\u4e00\u3002\u4f8b\u5982\uff0c\u5bf9\u4e8e Apache Ignite - \u5f3a\u70c8\u5efa\u8bae\u4f7f\u7528 SSD(\u56fa\u6001\u786c\u76d8)\u5e76\u4e14\u5f00\u542fdirect(\u76f4\u63a5) I\/O\u6a21\u5f0f\uff0c\u4ece\u800c\u83b7\u5f97\u826f\u597d\u7684\u6027\u80fd\u3002\u975e\u6301\u4e45\u6027\u7f13\u5b58\u65e0\u7591\u662f\u6700\u5feb\u7684\u7f13\u5b58\u65b9\u6848\u2014\u2014\u4f46\u662f\u7f3a\u70b9\u4e5f\u5f88\u660e\u663e\uff0c\u4e00\u65e6\u7f13\u5b58\u96c6\u7fa4\u51fa\u73b0\u6545\u969c\uff0c\u7f13\u5b58\u6570\u636e\u5c06\u4f1a\u4e22\u5931\u3002\u867d\u7136\uff0c\u53ef\u4ee5\u901a\u8fc7\u6062\u590d\u8fc7\u7a0b\u6765\u89e3\u51b3\u8be5\u95ee\u9898 - \u91cd\u65b0\u6062\u590d\u7f13\u5b58\u3002\u7136\u800c\uff0c\u9700\u8981\u5f15\u8d77\u6ce8\u610f\u7684\u662f\u968f\u7740\u6062\u590d\u65f6\u95f4\u53d8\u957f\u2014\u2014\u6d41\u5a92\u4f53\u7ba1\u9053\u4e2d\u7684\u5ef6\u8fdf\u4e5f\u4f1a\u53d8\u5927\u3002\u9664\u975e\uff0c\u7f13\u5b58\u7684\u6062\u590d\u8fc7\u7a0b\u5fc5\u987b\u975e\u5e38\u5feb\u3002\u56e0\u6b64\uff0c\u9700\u8981\u901a\u8fc7\u8fd0\u884c\u591a\u4e2a\u6062\u590d\u5b9e\u4f8b\u540c\u65f6\u8fd8\u8981\u907f\u514d\u4efb\u4f55\u8f6c\u6362\/\u4e1a\u52a1\u903b\u8f91\u7684\u64cd\u4f5c\u3002<\/p>\n<p>Kafka \u4e0d\u4e00\u5b9a\u9700\u8981\u9ad8\u6027\u80fd\u78c1\u76d8(\u5982 SSD)\u3002\u5efa\u8bae\u4f7f\u7528\u591a\u9a71\u52a8\u5668(\u548c\u591a\u4e2a\u65e5\u5fd7\u76ee\u5f55)\u4ece\u800c\u83b7\u5f97\u826f\u597d\u7684\u541e\u5410\u91cf\u3002\u8fd9\u91cc\u4e0d\u5efa\u8bae\u4e0e\u5e94\u7528\u7a0b\u5e8f\u4ee5\u53ca\u64cd\u4f5c\u7cfb\u7edf\u5171\u4eab\u9a71\u52a8\u5668\u3002\u6b64\u5916\uff0c\u8bf8\u5982\u914d\u7f6e\u201c noatime \u201d\u4e4b\u7c7b\u7684\u6302\u8f7d\u9009\u9879\u53ef\u4ee5\u63d0\u5347\u6027\u80fd\u3002\u4e0b\u9762\u94fe\u63a5\u8ba8\u8bba\u4e86\u4f9d\u8d56\u4e8e\u6587\u4ef6\u7cfb\u7edf\u7c7b\u578b\u7684\u5176\u4ed6\u6302\u8f7d\u9879\uff1a\u200b\u200bhttps : \/\/kafka.apache.org\/documentation.html#diskandfs\u200b\u200b<\/p>\n<p>\u4ece\u5e94\u7528\u7a0b\u5e8f\u7684\u89d2\u5ea6\u6765\u770b - \u5c06\u65e5\u5fd7\u8bb0\u5f55\u4fdd\u6301\u5728\u6700\u4f4e\u9650\u5ea6\u3002\u4e13\u6ce8\u4e8e\u8bb0\u5f55\u5f02\u5e38\u4fe1\u606f\u800c\u4e0d\u662f\u9762\u9762\u4ff1\u5230\u3002\u5c3d\u7ba1\u5927\u591a\u6570\u65e5\u5fd7\u6846\u67b6\u90fd\u80fd\u591f\u8fdb\u884c\u5f02\u6b65\u8bb0\u5f55\uff0c\u4f46\u4ecd\u7136\u4f1a\u5bf9\u5ef6\u8fdf\u4ea7\u751f\u5f71\u54cd\u3002<\/p>\n<p><strong>\u5185\u5b58\u8c03\u4f18<\/strong>\u2014\u2014\u4e8b\u4ef6\u6d41\u67b6\u6784\u5728\u5f88\u5927\u7a0b\u5ea6\u4e0a\u4f9d\u8d56\u4e8e\u5185\u5b58\u8c03\u4f18\u3002\u5bf9\u4e8e Kafka brokers(\u4ee3\u7406)\u548c Apache Ignite \u670d\u52a1\u5668\u8282\u70b9\u5c24\u4e3a\u5982\u6b64\u3002\u56e0\u6b64\u4e3a\u5904\u7406\u5668\u3001\u6d88\u8d39\u8005\u3001Kafka \u4ee3\u7406\u4ee5\u53ca\u5185\u5b58\u6570\u636e\u7f51\u683c\u8282\u70b9\u5206\u914d\u8db3\u591f\u7684\u5185\u5b58\u7a7a\u95f4\u5c31\u663e\u5f97\u975e\u5e38\u91cd\u8981\u3002<\/p>\n<p>\u8c03\u6574\u64cd\u4f5c\u7cfb\u7edf\u7684\u5185\u5b58\u8bbe\u7f6e\u4e5f\u6709\u52a9\u4e8e\u5728\u4e00\u5b9a\u7a0b\u5ea6\u4e0a\u63d0\u9ad8\u6027\u80fd\u3002\u5173\u952e\u53c2\u6570\u4e4b\u4e00\u662f\u201c vm.swappiness\u201d\u3002\u5b83\u8d1f\u8d23\u63a7\u5236\u8fdb\u7a0b\u5728\u5185\u5b58\u4e2d\u7684\u4ea4\u6362\u3002\u5b83\u7684\u503c\u4ecb\u4e8e 0 \u548c 100 \u4e4b\u95f4\u7684\u503c\uff0c\u6570\u5b57\u8d8a\u5927\uff0c\u5c31\u8868\u793a\u5185\u5b58\u4ea4\u6362\u8d8a\u79ef\u6781\u3002\u5efa\u8bae\u5c06\u6b64\u6570\u5b57\u4fdd\u6301\u5728\u8f83\u4f4e\u6c34\u5e73\u4ee5\u51cf\u5c11\u4ea4\u6362\u3002<\/p>\n<p>\u5728 Kafka \u7684\u4f7f\u7528\u573a\u666f\u4e0b\uff0c\u7531\u4e8e\u5b83\u4e25\u91cd\u4f9d\u8d56\u9875\u9762\u7f13\u5b58\uff0c\u56e0\u6b64\u4e5f\u53ef\u4ee5\u8c03\u6574\u201c vmdirty ratio\u201d\u9009\u9879\u6765\u63a7\u5236\u6570\u636e\u5237\u65b0\u5230\u78c1\u76d8\u7684\u6bd4\u4f8b\u3002<\/p>\n<p><strong>\u7f51\u7edc\u4f18\u5316 <\/strong>\u2014\u2014\u4e3a\u4e86\u6709\u6548\u5229\u7528\u7f51\u7edc\uff0c\u5efa\u8bae\u5bf9\u5927\u5bb9\u91cf\u6d88\u606f\u8fdb\u884c\u538b\u7f29\uff0c\u56e0\u4e3a\u8fd9\u4e2a\u5927\u5bb6\u4f19\u4f1a\u964d\u4f4e\u7f51\u7edc\u5229\u7528\u7387\u3002\u4f46\u662f\u5bf9\u4e8e\u5927\u5bb9\u91cf\u6d88\u606f\u7684\u538b\u7f29\u53ef\u4ee5\u63d0\u5347\u751f\u4ea7\u8005\u3001\u6d88\u8d39\u8005\u4ee5\u53ca\u4ee3\u7406\u7684CPU \u5229\u7528\u7387\u3002\u4f8b\u5982\uff0cKafka \u652f\u6301 4 \u79cd\u4e0d\u540c\u7684\u538b\u7f29\u7c7b\u578b(gzip\u3001lz4\u3001snappy\u3001zstd)\u3002Snappy \u7684\u538b\u7f29\u7c7b\u578b\u8ba9CPU \u4f7f\u7528\u7387\u3001\u538b\u7f29\u7387\u3001\u901f\u5ea6\u548c\u7f51\u7edc\u5229\u7528\u7387\u5904\u5728\u6298\u4e2d\u7684\u4f4d\u7f6e\uff0c\u8ba9\u5b83\u4eec\u4e4b\u95f4\u4fdd\u6301\u4e00\u79cd\u5e73\u8861\u5173\u7cfb\u3002<\/p>\n<p><strong>\u5173\u6ce8\u76f8\u5173\u6d88\u606f<\/strong>\u2014\u2014\u5728\u53d1\u5e03\u8ba2\u9605\u673a\u5236\u4e2d\uff0c\u6d88\u8d39\u8005\u6709\u53ef\u80fd\u83b7\u5f97\u4ed6\u4eec\u4e0d\u611f\u5174\u8da3\u7684\u6d88\u606f\uff0c\u56e0\u6b64\u53ef\u4ee5\u6dfb\u52a0\u8fc7\u6ee4\u5668\u4ece\u800c\u8fc7\u6ee4\u6389\u4ed6\u4eec\u4e0d\u611f\u5174\u8da3\u7684\u6d88\u606f\uff0c\u8ba9\u66f4\u591a\u7684\u6ce8\u610f\u529b\u653e\u5230\u76f8\u5173\u7684\u6d88\u606f\u4e0a\u3002\u5373\u4fbf\u5982\u6b64\u4ecd\u7136\u9700\u8981\u5bf9\u4e8b\u4ef6\u8fdb\u884c\u53cd\u5e8f\u5217\u5316\u540e\u624d\u80fd\u5bf9\u65f6\u95f4\u5185\u5bb9\u8fdb\u884c\u8fc7\u6ee4\uff0c\u4e3a\u4e86\u63d0\u9ad8\u6548\u7387\u907f\u514d\u65e0\u6548\u7684\u53cd\u5e8f\u5217\u5316\u64cd\u4f5c\uff0c\u53ef\u4ee5\u901a\u8fc7\u5728\u4e8b\u4ef6\u7684\u6807\u9898\u4e2d\u6dfb\u52a0\u4e8b\u4ef6\u5143\u6570\u636e\u6765\u5bf9\u4e8b\u4ef6\u8fdb\u884c\u63cf\u8ff0\u3002\u6d88\u8d39\u8005\u901a\u8fc7\u67e5\u770b\u4e8b\u4ef6\u6807\u5934\u6765\u51b3\u5b9a\u662f\u5426\u5bf9\u4e8b\u4ef6\u8fdb\u884c\u53cd\u5e8f\u5217\u5316\uff0c\u5e76\u89e3\u6790\u5176\u4e2d\u7684\u5185\u5bb9\u3002\u8fd9\u79cd\u505a\u6cd5\u660e\u663e\u63d0\u9ad8\u4e86\u6d88\u8d39\u8005\u5904\u7406\u4e8b\u4ef6\u7684\u541e\u5410\u91cf\u5e76\u964d\u4f4e\u4e86\u5bf9\u8d44\u6e90\u7684\u4f7f\u7528\uff0c\u63d0\u5347\u8d44\u6e90\u5229\u7528\u7387\u3002<\/p>\n<p><strong>\u89e3\u6790\u9700\u8981\u7684\u5185\u5bb9(\u5c24\u5176\u662f XML)<\/strong>\u2013 \u5728\u91d1\u878d\u670d\u52a1\u884c\u4e1a \u2013 XML \u88ab\u5927\u91cf\u4f7f\u7528\uff0c\u4e8b\u4ef6\u6d41\u5e94\u7528\u7a0b\u5e8f\u7684\u8f93\u5165\u5f88\u53ef\u80fd\u5c31\u662f XML\u3002\u7136\u800c\uff0c\u89e3\u6790 XML\u5c5e\u4e8eCPU \u548c\u5185\u5b58\u5bc6\u96c6\u578b\u7684\u64cd\u4f5c\u3002\u56e0\u6b64\uff0cXML \u89e3\u6790\u5668\u7684\u9009\u62e9\u662f\u4e0e\u6027\u80fd\u548c\u8d44\u6e90\u5229\u7528\u7387\u76f8\u5173\u7684\u91cd\u8981\u51b3\u7b56\u3002\u9488\u5bf9\u5927 XML \u6587\u6863\u7684\u89e3\u6790\uff0c\u5efa\u8bae\u4f7f\u7528 SAX \u89e3\u6790\u5668\u3002\u5982\u679c\u4e8b\u4ef6\u6d41\u5e94\u7528\u7a0b\u5e8f\u4e0d\u9700\u8981\u89e3\u6790\u5b8c\u5168XML\u6587\u6863\uff0c\u53ef\u4ee5\u9884\u5148\u914d\u7f6e xpath \u6765\u5b9a\u4f4d\u5230\u6240\u9700\u6570\u636e\uff0c\u7136\u540e\u901a\u8fc7\u6570\u636e\u6784\u5efa\u4e8b\u4ef6\u8d1f\u8f7d\uff0c\u8fd9\u6837\u53ef\u80fd\u662f\u4e00\u4e2a\u66f4\u5feb\u7684\u9009\u62e9\u3002\u4f46\u662f\uff0c\u5982\u679c\u9700\u8981\u89e3\u6790\u6574\u4e2aXML \u6570\u636e\u2014\u2014\u90a3\u4e48\u6700\u597d\u4e00\u6b21\u6027\u89e3\u6790\u6574\u4e2a\u6587\u6863\u5e76\u5c06\u5176\u8f6c\u6362\u4e3a\u4e8b\u4ef6\u6d41\u5e94\u7528\u7a0b\u5e8f\u7684\u6d88\u606f\u683c\u5f0f\uff0c\u89e3\u6790\u7684\u64cd\u4f5c\u4f7f\u7528\u5904\u7406\u5668\u7684\u591a\u4e2a\u5b9e\u4f8b\u5b8c\u6210\uff0c\u800c\u4e0d\u662f\u8ba9\u4e8b\u4ef6\u6d41\u7ba1\u9053\u4e2d\u7684\u6bcf\u4e2a\u5904\u7406\u5668\u89e3\u6790XML\u6587\u6863\u3002<\/p>\n<p><strong>\u76d1\u63a7\u548c\u8bc6\u522b\u6027\u80fd\u74f6\u9888\u7684\u5de5\u5177<\/strong>\u2014\u2014\u8bc6\u522b\u6027\u80fd\u74f6\u9888\u5e94\u8be5\u662f\u4e00\u4ef6\u5f88\u5bb9\u6613\u7684\u4e8b\u60c5\u3002\u53ef\u4ee5\u901a\u8fc7\u4f7f\u7528\u8f7b\u91cf\u7ea7\u68c0\u6d4b\u6846\u67b6(\u57fa\u4e8e AOP)\u6765\u8fdb\u884c\u8bc6\u522b\u5de5\u4f5c\u3002\u5728\u6848\u4f8b\u4e2d\uff0c\u6211\u4eec\u5c06 AOP \u4e0e Spring-Boot Actuator \u548c Micrometer \u8fdb\u884c\u7ec4\u5408\uff0c\u5e76\u5c06\u63a5\u53e3\u66b4\u9732\u7ed9Prometheus \u7aef\u70b9\u3002\u5bf9\u4e8e Apache Kafka\u6027\u80fd\u6307\u6807\u7684\u91c7\u96c6\uff0c\u4f7f\u7528 Prometheus \u7684 JMX \u5bfc\u51fa\u5668\u6765\u5b8c\u6210\u3002\u63a5\u7740\u5c31\u662f\u7528 Grafana \u6784\u5efa\u4e00\u4e2a\u5185\u5bb9\u4e30\u5bcc\u7684\u4eea\u8868\u677f\uff0c\u4e0a\u9762\u53ef\u4ee5\u663e\u793a\u751f\u4ea7\u8005\u3001\u6d88\u8d39\u8005\u3001Kafka \u4ee5\u53ca Ignite(\u57fa\u672c\u5305\u62ec\u67b6\u6784\u7684\u6240\u6709\u7ec4\u4ef6)\u7684\u6027\u80fd\u6307\u6807\u3002<\/p>\n<p>\u4e0a\u9762\u8fd9\u4e00\u7cfb\u5217\u7684\u64cd\u4f5c\u63d0\u4f9b\u4e86\u5feb\u901f\u67e5\u8be2\u548c\u5c55\u793a\u74f6\u9888\u7684\u80fd\u529b\uff0c\u5e76\u4e0d\u9700\u8981\u5bf9\u65e5\u5fd7\u8fdb\u884c\u5206\u6790\uff0c\u4e5f\u4e0d\u7528\u5c06\u5e94\u7528\u4e0e\u65e5\u5fd7\u8fdb\u884c\u5173\u8054\u3002<\/p>\n<p><strong>\u5bf9Kafka\u914d\u7f6e\u8fdb\u884c\u5fae\u8c03 <\/strong>\u2014\u2014Kafka \u6709\u5927\u91cf\u7684\u914d\u7f6e\u53c2\u6570\u7528\u4e8e\u4ee3\u7406\u3001\u751f\u4ea7\u8005\u3001\u6d88\u8d39\u8005\u548c Kafka \u6d41\u4fe1\u606f\u3002\u4ee5\u4e0b\u662f\u7528\u6765\u914d\u7f6eKafka \u5ef6\u8fdf\u548c\u541e\u5410\u91cf\u7684\u53c2\u6570\uff1a<\/p>\n<ul>\n<ul>\n  <br \/> \n <\/ul>\n<li><strong>Broker(\u4ee3\u7406)<\/strong><\/li>\n<\/ul>\n<ol>\n<ol>\n  <br \/> \n <\/ol>\n<li>&nbsp;log.dirs \u2013 \u5728\u4e0d\u540c\u9a71\u52a8\u5668\u4e0a\u8bbe\u7f6e\u591a\u4e2a\u76ee\u5f55\u4ee5\u52a0\u5feb I\/O\u8bfb\u5199\u901f\u5ea6\u3002<\/li>\n<li>num.network.threads<\/li>\n<li>num.io.threads<\/li>\n<li>num.replica.fetchers<\/li>\n<li>socket.send.buffer.bytes<\/li>\n<li>socket.receive.buffer.bytes<\/li>\n<li>socket.request.max.bytes<\/li>\n<li>group.initial.rebalance.delay.ms<\/li>\n<\/ol>\n<ul>\n<ul>\n  <br \/> \n <\/ul>\n<li><strong>Producer(\u6d88\u606f\u751f\u4ea7\u8005)<\/strong><\/li>\n<\/ul>\n<ol>\n<ol>\n  <br \/> \n <\/ol>\n<li>linger.ms<\/li>\n<li>batch.size<\/li>\n<li>buffer.memory<\/li>\n<li>compression.type<\/li>\n<\/ol>\n<ul>\n<ul>\n  <br \/> \n <\/ul>\n<li><strong>Consumer(\u6d88\u606f\u6d88\u8d39\u8005)<\/strong><\/li>\n<\/ul>\n<ol>\n<ol>\n  <br \/> \n <\/ol>\n<li>fetch.min.bytes - \u5982\u679c\u8bbe\u7f6e\u4e3a\u9ed8\u8ba4\u503c 1\uff0c\u5b83\u5c06\u6539\u5584\u5ef6\u8fdf\u4f46\u541e\u5410\u91cf\u4e0d\u4f1a\u5f88\u597d\u3002\u6240\u4ee5\u4e00\u5b9a\u8981\u505a\u597d\u5e73\u8861\u3002<\/li>\n<li>max.poll.records<\/li>\n<\/ol>\n<ul>\n<ul>\n  <br \/> \n <\/ul>\n<li><strong>Streams(\u6d41)<\/strong><\/li>\n<\/ul>\n<ol>\n<ol>\n  <br \/> \n <\/ol>\n<li>num.stream.threads<\/li>\n<li>buffered.records.per.partition<\/li>\n<li>cache.max.bytes.buffering<\/li>\n<\/ol>\n<p>\u6709\u5173\u8c03\u6574 Kafka \u4ee3\u7406\u3001\u751f\u4ea7\u8005\u548c\u6d88\u8d39\u8005\u7684\u5176\u4ed6\u4fe1\u606f\uff0c\u8bf7\u53c2\u9605\u63d0\u4f9b\u7684\u53c2\u8003\u8d44\u6599\u3002<\/p>\n<p><strong>GC\u8c03\u4f18<\/strong> \u2013 \u5783\u573e\u6536\u96c6\u5668\u7684\u8c03\u4f18\u5bf9\u907f\u514d\u957f\u65f6\u95f4\u505c\u987f\u548c\u8fc7\u591a\u7684 GC \u5f00\u9500\u4e5f\u663e\u5f97\u5c24\u4e3a\u91cd\u8981\u3002\u4ece JDK 8 \u5f00\u59cb\uff0c\u5efa\u8bae\u5927\u591a\u6570\u5e94\u7528\u7a0b\u5e8f(\u5177\u6709\u5927\u5185\u5b58\u7684\u591a\u5904\u7406\u5668\u673a\u5668)\u4f7f\u7528Garbage-First Garbage Collector (G1GC) \u6a21\u5f0f\u3002\u8fd9\u79cd\u6a21\u5f0f\u8bd5\u56fe\u5b9e\u73b0\u6682\u505c\u65f6\u95f4\u76ee\u6807\u5e76\u8bd5\u56fe\u5b9e\u73b0\u9ad8\u541e\u5410\u91cf\u3002\u6b64\u5916\uff0c\u5728\u542f\u52a8\u7684\u65f6\u5019\u4e0d\u9700\u8981\u592a\u591a\u7684\u914d\u7f6e\u3002<\/p>\n<p>\u6211\u4eec\u786e\u4fdd\u4e3a JVM \u62e5\u6709\u8db3\u591f\u7684\u5185\u5b58\u3002\u5728 \u4f7f\u7528Ignite\u65f6\uff0c\u4f1a\u901a\u8fc7\u5806\u5916\u5185\u5b58\u6765\u5b58\u50a8\u6570\u636e\u3002<\/p>\n<p>-Xms \u548c -Xmx \u4e0e\u201c-XX:+AlwaysPreTouch\u201d\u4fdd\u6301\u76f8\u540c\u7684\u503c\uff0c\u4ee5\u786e\u4fdd\u5728\u542f\u52a8\u671f\u95f4\u4ece\u64cd\u4f5c\u7cfb\u7edf\u5206\u914d\u6240\u6709\u5185\u5b58\u3002<\/p>\n<p>G1GC \u4e2d\u8fd8\u6709\u5176\u4ed6\u53c2\u6570\uff0c\u4f8b\u5982\u4ee5\u4e0b\u53ef\u7528\u4e8e\u8fdb\u4e00\u6b65\u8c03\u6574\u541e\u5410\u91cf(\u56e0\u4e3a\u5728 EDA \u4e2d\u541e\u5410\u91cf\u5f88\u91cd\u8981)\uff1a<\/p>\n<ul>\n<ul>\n  <br \/> \n <\/ul>\n<li>-XX:MaxGCPauseMillis(\u589e\u52a0\u5176\u503c\u4ee5\u63d0\u9ad8\u541e\u5410\u91cf)<\/li>\n<li>-XX:G1NewSizePercent, -XX:G1MaxNewSizePercent<\/li>\n<li>-XX:ConcGCThreads<\/li>\n<\/ul>\n<p>\u66f4\u591a\u7ec6\u8282\u8bf7\u53c2\u8003\u200b\u200b\u8c03\u4f18 G1GC\u200b\u200b\u3002<\/p>\n<p><strong>\u8c03\u6574 Apache Ignite <\/strong>\u2013 Apache Ignite \u8c03\u6574\u5728\u5176\u200b\u200b\u5b98\u65b9\u7f51\u7ad9\u200b\u200b\u4e0a\u6709\u8be6\u7ec6\u8bb0\u5f55\u3002\u4ee5\u4e0b\u662f\u6211\u4eec\u4e3a\u63d0\u9ad8\u5176\u6027\u80fd\u800c\u91c7\u53d6\u7684\u4e00\u4e9b\u63aa\u65bd\uff1a<\/p>\n<ul>\n<ul>\n  <br \/> \n <\/ul>\n<li>80%:20% \u539f\u5219\uff0c\u540c\u65f6\u4e3a Ignite \u670d\u52a1\u5668\u8282\u70b9\u5206\u914d\u5185\u5b58(80% \u5206\u914d\u7ed9 Ignite \u8fdb\u7a0b\u300220% \u4fdd\u7559\u7ed9\u64cd\u4f5c\u7cfb\u7edf)<\/li>\n<li>\u4f7f\u7528 zookeeper \u8fdb\u884c\u96c6\u7fa4\u53d1\u73b0<\/li>\n<li>\u4f7f\u7528\u5806\u5916\u5185\u5b58\u6765\u5b58\u50a8\u6570\u636e<\/li>\n<li>\u81f3\u5c11\u4e3a JVM \u5806\u5206\u914d\u4e86 16GB<\/li>\n<li>\u6839\u636e\u9700\u6c42\u5c06\u5806\u5916\u5212\u5206\u4e3a\u4e0d\u540c\u7684\u6570\u636e\u533a\u57df(\u5f15\u7528\u6570\u636e\u533a\u57df\u3001\u8f93\u5165\u6570\u636e\u533a\u57df\u3001\u8f93\u51fa\u6570\u636e\u533a\u57df\u7b49)<\/li>\n<li>\u5f15\u7528\u6570\u636e\u4fdd\u5b58\u5728\u201c\u526f\u672c\u201d\u7f13\u5b58\u4e2d<\/li>\n<li>\u8f93\u5165\/\u8f93\u51fa(\u5373\u4e8b\u52a1\u6570\u636e)\u4fdd\u5b58\u5728\u201c\u5206\u533a\u201d\u7f13\u5b58\u4e2d\u3002<\/li>\n<li>\u786e\u4fdd\u6bcf\u4e2a\u7f13\u5b58\u90fd\u5b9a\u4e49\u4e86\u4e00\u4e2a\u5173\u8054\u952e\uff0c\u8be5\u952e\u59cb\u7ec8\u7528\u4e8e\u5e76\u7f6e\u5904\u7406\u7684\u67e5\u8be2<\/li>\n<li>\u4f7f\u7528\u4e0a\u4e00\u8282\u4e2d\u7684\u914d\u7f6e\u6307\u5357\u8c03\u6574 JVM GC<\/li>\n<li>\u5c06\u7f13\u5b58\u7ec4\u7528\u4e8e\u903b\u8f91\u76f8\u5173\u7684\u6570\u636e<\/li>\n<li>\u5728 JDBC \u9a71\u52a8\u7a0b\u5e8f\u4e2d\u542f\u7528\u201c\u5ef6\u8fdf\u201d\u52a0\u8f7d<\/li>\n<li>\u6b63\u786e\u8c03\u6574\u4e0d\u540c\u7ebf\u7a0b\u6c60\u7684\u5927\u5c0f\u4ee5\u63d0\u9ad8\u6027\u80fd<\/li>\n<li>\u4f7f\u7528 JCache API \u4ee3\u66ff SQL \u67e5\u8be2<\/li>\n<li>\u786e\u4fdd\u6e38\u6807\u5173\u95ed<\/li>\n<li>\u4f7f\u7528\u201cNearCache\u201d\u914d\u7f6e\u83b7\u53d6\u5f15\u7528\u6570\u636e\u2014\u2014\u8fd9\u6837\u67e5\u627e\u5b83\u7684\u65f6\u5019\u5c31\u4e0d\u9700\u8981\u901a\u8fc7\u5ba2\u6237\u7aef\u4ece\u8fdc\u7a0b\u670d\u52a1\u5668\u83b7\u53d6\u4e86\u3002<\/li>\n<li>\u589e\u52a0\u7d22\u5f15\u7684\u5185\u8054\u5927\u5c0f<\/li>\n<li>\u5c06 vm.swappiness \u51cf\u5c11\u5230 1<\/li>\n<li>\u4f7f\u7528 Direct- IO<\/li>\n<li>\u5f15\u7528\u6570\u636e\u7f13\u5b58\u542f\u7528\u4e86\u672c\u673a\u6301\u4e45\u5316\u673a\u5236\u3002\u4f46\u662f\uff0c\u4e8b\u52a1\u7f13\u5b58\u4e0d\u7528\u5f00\u542f\u6301\u4e45\u5316\u673a\u5236\uff0c\u56e0\u4e3a\u4e8b\u52a1\u7f13\u5b58\u9700\u8981\u5907\u4efd\u5728 Kafka \u4e0a\u3002\u5728\u96c6\u7fa4\u7f51\u7edc\u4e2d\u65ad\u7684\u60c5\u51b5\u4e0b\uff0c\u4e8b\u52a1\u6570\u636e\u4f7f\u7528\u5355\u72ec\u7684\u6062\u590d\u5904\u7406\u5668\u4ece Kafka \u6062\u590d\u5230 Ignite\u4e2d\u3002<\/li>\n<\/ul>\n<h2>\u7ed3\u8bba<\/h2>\n<p>\u5728\u672c\u6587\u4e2d\uff0c\u6211\u4eec\u4e13\u6ce8\u4e8e\u4e0e\u6027\u80fd\u76f8\u5173\u7684\u67b6\u6784\u51b3\u7b56\u3002\u56e0\u6b64\u4fdd\u6301\u67b6\u6784\u6bcf\u4e2a\u7ec4\u4ef6\u7684\u6027\u80fd\u663e\u5f97\u975e\u5e38\u91cd\u8981\uff0c\u56e0\u4e3a\u4efb\u4f55\u7ec4\u4ef6\u7684\u95ee\u9898\u90fd\u53ef\u80fd\u5bfc\u81f4\u6d41\u4fe1\u606f\u963b\u585e\u3002\u56e0\u6b64\uff0c\u67b6\u6784\u7684\u6bcf\u4e2a\u7ec4\u4ef6\u90fd\u9700\u8981\u5728\u4e0d\u5f71\u54cd\u5176\u4ed6 NFR \u7684\u60c5\u51b5\u4e0b\u9488\u5bf9\u6027\u80fd\u8fdb\u884c\u8c03\u4f18\u3002\u6240\u4ee5\u5bf9\u8fd9\u4e9b\u7ec4\u4ef6\u6709\u6df1\u5165\u7684\u6280\u672f\u7406\u89e3\u662f\u5fc5\u4e0d\u53ef\u5c11\u7684\uff0c\u53ea\u6709\u8fd9\u6837\u624d\u80fd\u6709\u6548\u5730\u8fdb\u884c\u8c03\u4f18\u5de5\u4f5c\u3002<\/p>\n<h2>\u8bd1\u8005\u4ecb\u7ecd<\/h2>\n<p>\u5d14\u7693\uff0c\u793e\u533a\u7f16\u8f91\uff0c\u8d44\u6df1\u67b6\u6784\u5e08\uff0c\u62e5\u670918\u5e74\u7684\u8f6f\u4ef6\u5f00\u53d1\u548c\u67b6\u6784\u7ecf\u9a8c\uff0c10\u5e74\u5206\u5e03\u5f0f\u67b6\u6784\u7ecf\u9a8c\u3002\u66fe\u4efb\u60e0\u666e\u6280\u672f\u4e13\u5bb6\u3002\u4e50\u4e8e\u5206\u4eab\uff0c\u64b0\u5199\u4e86\u5f88\u591a\u70ed\u95e8\u6280\u672f\u6587\u7ae0\uff0c\u9605\u8bfb\u91cf\u8d85\u8fc760\u4e07\u3002\u200b\u200b\u300a\u5206\u5e03\u5f0f\u67b6\u6784\u539f\u7406\u4e0e\u5b9e\u8df5\u300b\u200b\u200b\u4f5c\u8005\u3002<\/p>\n<p><span style=\"color: #0000FF\"><strong>\u539f\u6587\u6807\u9898\uff1aDesigning High-Volume Systems Using Event-Driven Architectures\uff0c\u4f5c\u8005\uff1aRam Ravishankar,Harish Bharti,Tanmay Ambre<\/strong><\/span><\/p>\n<p><span style=\"font-size: 13px\">\u3010\u8bd1\u7a3f\uff0c\u5408\u4f5c\u7ad9\u70b9\u8f6c\u8f7d\u8bf7\u6ce8\u660e\u539f\u6587\u8bd1\u8005\u548c\u51fa\u5904\u4e3a.com\u3011<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u200b[[441662]]\u200b\u200b \u3010\u3011\u5e8f\u5e55 \u7531\u4e8e\u4e8b\u4ef6\u9a71\u52a8\u67b6\u6784 (EDA) \u5e73\u53f0(\u4f8b\u5982 Kafka)\u548c\u6570\u636e\u7ba1\u7406\u6280\u672f(\u4f8b [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":332542,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[61],"tags":[],"class_list":["post-332541","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-website"],"_links":{"self":[{"href":"https:\/\/idc.net\/help\/wp-json\/wp\/v2\/posts\/332541","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/idc.net\/help\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/idc.net\/help\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/idc.net\/help\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/idc.net\/help\/wp-json\/wp\/v2\/comments?post=332541"}],"version-history":[{"count":0,"href":"https:\/\/idc.net\/help\/wp-json\/wp\/v2\/posts\/332541\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/idc.net\/help\/wp-json\/wp\/v2\/media\/332542"}],"wp:attachment":[{"href":"https:\/\/idc.net\/help\/wp-json\/wp\/v2\/media?parent=332541"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/idc.net\/help\/wp-json\/wp\/v2\/categories?post=332541"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/idc.net\/help\/wp-json\/wp\/v2\/tags?post=332541"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}