{"id":168153,"date":"2024-11-06T09:57:27","date_gmt":"2024-11-06T01:57:27","guid":{"rendered":"https:\/\/server.hk\/cnblog\/168153\/"},"modified":"2024-11-06T09:57:27","modified_gmt":"2024-11-06T01:57:27","slug":"%e6%b5%81%e5%bc%8f%e8%a8%88%e7%ae%97%e7%b3%bb%e7%b5%b1%e4%b9%8b%e5%b0%8d%e6%af%94","status":"publish","type":"post","link":"https:\/\/server.hk\/cnblog\/168153\/","title":{"rendered":"\u6d41\u5f0f\u8a08\u7b97\u7cfb\u7d71\u4e4b\u5c0d\u6bd4"},"content":{"rendered":"<h1 id=\"%e6%b5%81%e5%bc%8f%e8%a8%88%e7%ae%97%e7%b3%bb%e7%b5%b1%e4%b9%8b%e5%b0%8d%e6%af%94-HXwPjduACy\">\u6d41\u5f0f\u8a08\u7b97\u7cfb\u7d71\u4e4b\u5c0d\u6bd4<\/h1>\n<p>\u96a8\u8457\u5927\u6578\u64da\u6280\u8853\u7684\u8fc5\u901f\u767c\u5c55\uff0c\u6d41\u5f0f\u8a08\u7b97\u7cfb\u7d71\u5728\u6578\u64da\u8655\u7406\u9818\u57df\u4e2d\u626e\u6f14\u8457\u8d8a\u4f86\u8d8a\u91cd\u8981\u7684\u89d2\u8272\u3002\u6d41\u5f0f\u8a08\u7b97\u7cfb\u7d71\u80fd\u5920\u5be6\u6642\u8655\u7406\u4e0d\u65b7\u6d41\u5165\u7684\u6578\u64da\uff0c\u4e26\u63d0\u4f9b\u5373\u6642\u7684\u5206\u6790\u7d50\u679c\u3002\u672c\u6587\u5c07\u5c0d\u5e7e\u7a2e\u4e3b\u6d41\u7684\u6d41\u5f0f\u8a08\u7b97\u7cfb\u7d71\u9032\u884c\u6bd4\u8f03\uff0c\u5e6b\u52a9\u8b80\u8005\u4e86\u89e3\u5b83\u5011\u7684\u7279\u9ede\u3001\u512a\u7f3a\u9ede\u53ca\u9069\u7528\u5834\u666f\u3002<\/p>\n<h2 id=\"1-apache-kafka-HXwPjduACy\">1. Apache Kafka<\/h2>\n<p>Apache Kafka \u662f\u4e00\u500b\u5206\u4f48\u5f0f\u7684\u6d41\u5f0f\u8655\u7406\u5e73\u53f0\uff0c\u6700\u521d\u7531 LinkedIn \u958b\u767c\uff0c\u5f8c\u4f86\u6210\u70ba Apache \u57fa\u91d1\u6703\u7684\u4e00\u90e8\u5206\u3002Kafka \u7684\u4e3b\u8981\u7279\u9ede\u5305\u62ec\u9ad8\u541e\u5410\u91cf\u3001\u53ef\u64f4\u5c55\u6027\u548c\u6301\u4e45\u6027\u3002<\/p>\n<ul>\n<li><strong>\u512a\u9ede\uff1a<\/strong>Kafka \u80fd\u5920\u8655\u7406\u5927\u91cf\u7684\u6578\u64da\u6d41\uff0c\u4e26\u4e14\u652f\u6301\u591a\u7a2e\u6578\u64da\u4f86\u6e90\u548c\u6d88\u8cbb\u8005\u3002\u5b83\u7684\u5206\u4f48\u5f0f\u67b6\u69cb\u4f7f\u5f97\u7cfb\u7d71\u53ef\u4ee5\u8f15\u9b06\u64f4\u5c55\u3002<\/li>\n<li><strong>\u7f3a\u9ede\uff1a<\/strong>Kafka \u7684\u5b78\u7fd2\u66f2\u7dda\u76f8\u5c0d\u8f03\u9661\uff0c\u5c0d\u65bc\u521d\u5b78\u8005\u4f86\u8aaa\uff0c\u914d\u7f6e\u548c\u7ba1\u7406\u53ef\u80fd\u6703\u6bd4\u8f03\u8907\u96dc\u3002<\/li>\n<\/ul>\n<h2 id=\"2-apache-flink-HXwPjduACy\">2. Apache Flink<\/h2>\n<p>Apache Flink \u662f\u4e00\u500b\u6d41\u5f0f\u8655\u7406\u6846\u67b6\uff0c\u5c08\u6ce8\u65bc\u63d0\u4f9b\u4f4e\u5ef6\u9072\u548c\u9ad8\u541e\u5410\u91cf\u7684\u6578\u64da\u8655\u7406\u80fd\u529b\u3002Flink \u652f\u6301\u4e8b\u4ef6\u6642\u9593\u8655\u7406\u548c\u72c0\u614b\u7ba1\u7406\uff0c\u9069\u5408\u9700\u8981\u9ad8\u53ef\u9760\u6027\u7684\u61c9\u7528\u3002<\/p>\n<ul>\n<li><strong>\u512a\u9ede\uff1a<\/strong>Flink \u63d0\u4f9b\u4e86\u5f37\u5927\u7684\u72c0\u614b\u7ba1\u7406\u529f\u80fd\uff0c\u80fd\u5920\u8655\u7406\u8907\u96dc\u7684\u4e8b\u4ef6\u6d41\uff0c\u4e26\u4e14\u652f\u6301\u6279\u8655\u7406\u548c\u6d41\u8655\u7406\u7684\u7d71\u4e00\u7de8\u7a0b\u6a21\u578b\u3002<\/li>\n<li><strong>\u7f3a\u9ede\uff1a<\/strong>\u7531\u65bc\u5176\u529f\u80fd\u5f37\u5927\uff0cFlink \u7684\u8cc7\u6e90\u6d88\u8017\u76f8\u5c0d\u8f03\u9ad8\uff0c\u5c0d\u65bc\u5c0f\u578b\u9805\u76ee\u4f86\u8aaa\u53ef\u80fd\u986f\u5f97\u904e\u65bc\u8907\u96dc\u3002<\/li>\n<\/ul>\n<h2 id=\"3-apache-storm-HXwPjduACy\">3. Apache Storm<\/h2>\n<p>Apache Storm \u662f\u4e00\u500b\u5be6\u6642\u8a08\u7b97\u7cfb\u7d71\uff0c\u5c08\u6ce8\u65bc\u8655\u7406\u7121\u9650\u6d41\u6578\u64da\u3002\u5b83\u7684\u8a2d\u8a08\u7406\u5ff5\u662f\u7c21\u55ae\u6613\u7528\uff0c\u4e26\u4e14\u80fd\u5920\u5be6\u73fe\u9ad8\u53ef\u7528\u6027\u548c\u5bb9\u932f\u6027\u3002<\/p>\n<ul>\n<li><strong>\u512a\u9ede\uff1a<\/strong>Storm \u7684\u67b6\u69cb\u7c21\u55ae\uff0c\u6613\u65bc\u4e0a\u624b\uff0c\u4e26\u4e14\u80fd\u5920\u5be6\u73fe\u4f4e\u5ef6\u9072\u7684\u6578\u64da\u8655\u7406\u3002<\/li>\n<li><strong>\u7f3a\u9ede\uff1a<\/strong>Storm \u7684\u72c0\u614b\u7ba1\u7406\u80fd\u529b\u76f8\u5c0d\u8f03\u5f31\uff0c\u5c0d\u65bc\u9700\u8981\u6301\u4e45\u5316\u72c0\u614b\u7684\u61c9\u7528\u4f86\u8aaa\uff0c\u53ef\u80fd\u9700\u8981\u984d\u5916\u7684\u89e3\u6c7a\u65b9\u6848\u3002<\/li>\n<\/ul>\n<h2 id=\"4-google-cloud-dataflow-HXwPjduACy\">4. Google Cloud Dataflow<\/h2>\n<p>Google Cloud Dataflow \u662f\u4e00\u500b\u5b8c\u5168\u6258\u7ba1\u7684\u6d41\u5f0f\u548c\u6279\u8655\u7406\u670d\u52d9\uff0c\u57fa\u65bc Apache Beam\u3002\u5b83\u63d0\u4f9b\u4e86\u7c21\u55ae\u7684\u7de8\u7a0b\u6a21\u578b\uff0c\u4e26\u4e14\u80fd\u5920\u81ea\u52d5\u8abf\u6574\u8cc7\u6e90\u4ee5\u9069\u61c9\u5de5\u4f5c\u8ca0\u8f09\u3002<\/p>\n<ul>\n<li><strong>\u512a\u9ede\uff1a<\/strong>Dataflow \u7684\u81ea\u52d5\u64f4\u5c55\u529f\u80fd\u4f7f\u5f97\u7528\u6236\u7121\u9700\u95dc\u5fc3\u5e95\u5c64\u57fa\u790e\u8a2d\u65bd\uff0c\u80fd\u5920\u5c08\u6ce8\u65bc\u6578\u64da\u8655\u7406\u908f\u8f2f\u3002<\/li>\n<li><strong>\u7f3a\u9ede\uff1a<\/strong>\u4f5c\u70ba\u4e00\u500b\u96f2\u670d\u52d9\uff0cDataflow \u7684\u4f7f\u7528\u6210\u672c\u53ef\u80fd\u6703\u96a8\u8457\u6578\u64da\u91cf\u7684\u589e\u52a0\u800c\u4e0a\u5347\uff0c\u5c0d\u65bc\u9810\u7b97\u6709\u9650\u7684\u9805\u76ee\u4f86\u8aaa\u9700\u8981\u8b39\u614e\u8003\u616e\u3002<\/li>\n<\/ul>\n<h2 id=\"5-%e7%b5%90%e8%ab%96-HXwPjduACy\">5. \u7d50\u8ad6<\/h2>\n<p>\u5728\u9078\u64c7\u6d41\u5f0f\u8a08\u7b97\u7cfb\u7d71\u6642\uff0c\u958b\u767c\u8005\u9700\u8981\u6839\u64da\u5177\u9ad4\u7684\u9700\u6c42\u548c\u5834\u666f\u4f86\u9032\u884c\u9078\u64c7\u3002Apache Kafka \u9069\u5408\u9700\u8981\u9ad8\u541e\u5410\u91cf\u7684\u5834\u666f\uff0cApache Flink \u5247\u9069\u5408\u9700\u8981\u8907\u96dc\u4e8b\u4ef6\u8655\u7406\u7684\u61c9\u7528\uff0c\u800c Apache Storm \u5247\u63d0\u4f9b\u4e86\u7c21\u55ae\u6613\u7528\u7684\u89e3\u6c7a\u65b9\u6848\u3002Google Cloud Dataflow \u5247\u9069\u5408\u5e0c\u671b\u7c21\u5316\u57fa\u790e\u8a2d\u65bd\u7ba1\u7406\u7684\u7528\u6236\u3002<\/p>\n<p>\u7121\u8ad6\u9078\u64c7\u54ea\u7a2e\u6d41\u5f0f\u8a08\u7b97\u7cfb\u7d71\uff0c\u4e86\u89e3\u5176\u7279\u9ede\u548c\u9069\u7528\u5834\u666f\u90fd\u662f\u81f3\u95dc\u91cd\u8981\u7684\u3002\u5c0d\u65bc\u9700\u8981\u9ad8\u6548\u80fd\u548c\u7a69\u5b9a\u6027\u7684\u61c9\u7528\uff0c\u9078\u64c7\u5408\u9069\u7684\u6d41\u5f0f\u8a08\u7b97\u7cfb\u7d71\u5c07\u6709\u52a9\u65bc\u63d0\u5347\u6574\u9ad4\u7684\u6578\u64da\u8655\u7406\u80fd\u529b\u3002<\/p>\n<p>\u5982\u9700\u4e86\u89e3\u66f4\u591a\u6709\u95dc <a href=\"https:\/\/server.hk\">\u9999\u6e2fVPS<\/a> \u548c\u5176\u4ed6\u4f3a\u670d\u5668\u89e3\u6c7a\u65b9\u6848\u7684\u4fe1\u606f\uff0c\u8acb\u8a2a\u554f\u6211\u5011\u7684\u7db2\u7ad9\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u6bd4\u8f03\u4e0d\u540c\u6d41\u5f0f\u8a08\u7b97\u7cfb\u7d71\u7684\u7279\u9ede\u3001\u6027\u80fd\u548c\u61c9\u7528\u5834\u666f\uff0c\u5e6b\u52a9\u9078\u64c7\u6700\u9069\u5408\u7684\u89e3\u6c7a\u65b9\u6848\u3002<\/p>\n","protected":false},"author":0,"featured_media":0,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[101],"tags":[],"class_list":["post-168153","post","type-post","status-publish","format-standard","hentry","category-database"],"_links":{"self":[{"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/posts\/168153","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/types\/post"}],"replies":[{"embeddable":true,"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/comments?post=168153"}],"version-history":[{"count":1,"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/posts\/168153\/revisions"}],"predecessor-version":[{"id":168154,"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/posts\/168153\/revisions\/168154"}],"wp:attachment":[{"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/media?parent=168153"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/categories?post=168153"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/server.hk\/cnblog\/wp-json\/wp\/v2\/tags?post=168153"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}