{"id":1595,"date":"2025-05-10T15:03:19","date_gmt":"2025-05-10T15:03:19","guid":{"rendered":"https:\/\/csoasupport.com\/?p=1595"},"modified":"2025-07-11T16:09:26","modified_gmt":"2025-07-11T16:09:26","slug":"microsoft-interview","status":"publish","type":"post","link":"https:\/\/csoasupport.com\/zh_hk\/microsoft-interview\/","title":{"rendered":"Microsoft Interview"},"content":{"rendered":"<div data-elementor-type=\"wp-post\" data-elementor-id=\"1595\" class=\"elementor elementor-1595\" data-elementor-post-type=\"post\">\n\t\t\t\t<div class=\"elementor-element elementor-element-31ecfef1 e-flex e-con-boxed e-con e-parent\" data-id=\"31ecfef1\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-2787ab01 e-con-full e-flex e-con e-child\" data-id=\"2787ab01\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-34db4c2c elementor-widget elementor-widget-heading\" data-id=\"34db4c2c\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">\u5fae\u8f6f\u9762\u8bd5\u653b\u7565\uff1a\u771f\u9898\u89e3\u7b54\u4e0eOA\u9762\u7ecf<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7d663c3 elementor-widget elementor-widget-heading\" data-id=\"7d663c3\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">Microsoft Interview Prep: Questions &amp; OA Walkthrough<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5029d88f elementor-widget elementor-widget-heading\" data-id=\"5029d88f\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/csoasupport.com\/zh_hk\/north-america-big-tech-proxy-interviewing\/\" target=\"_blank\">Microsoft OA\u9762\u7ecf - \u5fae\u8f6f\u9762\u8bd5\u8f85\u52a9<\/a><\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-22dff9ba e-flex e-con-boxed e-con e-parent\" data-id=\"22dff9ba\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1016ff69 elementor-widget elementor-widget-text-editor\" data-id=\"1016ff69\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-sourcepos=\"3:1-3:167\">\u5fae\u8f6f\uff08Microsoft\uff09\u7684\u8f6f\u4ef6\u5de5\u7a0b\u5e08\u62db\u8058\u6d41\u7a0b\u901a\u5e38\u59cb\u4e8e\u7ec6\u81f4\u7684\u7b80\u5386\u7b5b\u9009\uff0c\u91cd\u70b9\u8003\u5bdf\u76f8\u5173\u7ecf\u9a8c\u548c\u7279\u5b9a\u6280\u672f\u6280\u80fd\u3002\u968f\u540e\uff0c\u5019\u9009\u4eba\u53ef\u80fd\u9700\u8981\u5b8c\u6210\u4e00\u5230\u4e24\u8f6e\u5728\u7ebf\u6d4b\u8bd5\uff08OA\uff09\uff0c\u8fd9\u7c7b\u6d4b\u8bd5\u4e3b\u8981\u8bc4\u4f30\u7f16\u7801\u548c\u89e3\u51b3\u95ee\u9898\u7684\u80fd\u529b\uff0c\u662f\u8fdb\u5165\u540e\u7eed\u9636\u6bb5\u7684\u5173\u952e\u6b65\u9aa4\u3002\u6709\u65f6\uff0c\u7b80\u5386\u548c OA \u540e\uff0c\u62db\u8058\u4eba\u5458\u8fd8\u4f1a\u8fdb\u884c\u4e00\u6b21\u521d\u6b65\u7b5b\u9009\u7535\u8bdd\uff0c\u4e86\u89e3\u5019\u9009\u4eba\u80cc\u666f\u3001\u5174\u8da3\u4ee5\u53ca\u4e0e\u5fae\u8f6f\u6838\u5fc3\u4ef7\u503c\u89c2\u548c\u6280\u672f\u65b9\u5411\u7684\u5951\u5408\u5ea6\u3002<\/p><p data-sourcepos=\"5:1-5:122\">\u5728\u7ebf\u6d4b\u8bd5\u6210\u529f\u540e\uff0c\u7533\u8bf7\u4eba\u901a\u5e38\u4f1a\u8fdb\u5165\u4e00\u5230\u4e24\u8f6e\u7535\u8bdd\u9762\u8bd5\u3002\u8fd9\u4e9b\u9762\u8bd5\u65e8\u5728\u8bc4\u4f30\u5019\u9009\u4eba\u7684\u6280\u672f\u6280\u80fd\uff0c\u5e38\u901a\u8fc7\u7f16\u7a0b\u7ec3\u4e60\u548c\u7b97\u6cd5\u95ee\u9898\u8fdb\u884c\uff0c\u5e76\u4f1a\u56de\u987e\u7533\u8bf7\u4eba\u4e4b\u524d\u7684\u9879\u76ee\u548c\u7ecf\u5386\u3002\u7535\u8bdd\u9762\u8bd5\u4e0d\u4ec5\u8003\u5bdf\u7f16\u7801\u80fd\u529b\uff0c\u4e5f\u8bc4\u4f30\u89e3\u51b3\u95ee\u9898\u7684\u601d\u8def\u548c\u6c9f\u901a\u6548\u7387\uff0c\u662f\u5c55\u793a\u5982\u4f55\u5e94\u5bf9\u6311\u6218\u548c\u6784\u601d\u89e3\u51b3\u65b9\u6848\u7684\u673a\u4f1a\u3002<\/p><p data-sourcepos=\"7:1-7:164\">\u7535\u8bdd\u9762\u8bd5\u901a\u8fc7\u540e\uff0c\u5019\u9009\u4eba\u5c06\u8fdb\u5165\u73b0\u573a\u9762\u8bd5\uff08Onsite 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viewbox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M313.941 216H12c-6.627 0-12 5.373-12 12v56c0 6.627 5.373 12 12 12h301.941v46.059c0 21.382 25.851 32.09 40.971 16.971l86.059-86.059c9.373-9.373 9.373-24.569 0-33.941l-86.059-86.059c-15.119-15.119-40.971-4.411-40.971 16.971V216z\"><\/path><\/svg>\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">\u4e0b\u8f7d\u6700\u65b0\u7684\u5fae\u8f6f\u9762\u8bd5\u9898<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-38285d6b e-con-full e-flex e-con e-child\" data-id=\"38285d6b\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t<div class=\"elementor-element elementor-element-5df60571 e-con-full e-flex e-con e-child\" data-id=\"5df60571\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-42c9251e elementor-widget elementor-widget-heading\" data-id=\"42c9251e\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">\u8f6f\u4ef6\u5de5\u7a0b\u5e08<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-381ea6aa elementor-widget elementor-widget-heading\" data-id=\"381ea6aa\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">\u5c97\u4f4d\u804c\u8d23\uff1a\u8d1f\u8d23\u8bbe\u8ba1\u3001\u5f00\u53d1\u3001\u6d4b\u8bd5\u548c\u7ef4\u62a4\u8f6f\u4ef6\u4ea7\u54c1\u548c\u7cfb\u7edf\u3002\u6db5\u76d6\u7684\u9886\u57df\u975e\u5e38\u5e7f\u6cdb\uff0c\u4ece\u64cd\u4f5c\u7cfb\u7edf\u3001\u529e\u516c\u8f6f\u4ef6\u5230\u4e91\u8ba1\u7b97\u3001\u4eba\u5de5\u667a\u80fd\u7b49<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2d37ef1a elementor-widget elementor-widget-heading\" data-id=\"2d37ef1a\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">\u9762\u8bd5\u8003\u5bdf\u6280\u672f\u70b9\uff1a\u6570\u636e\u7ed3\u6784\u4e0e\u7b97\u6cd5 \u3001\u7cfb\u7edf\u8bbe\u8ba1 \u3001\u7f16\u7a0b\u80fd\u529b\u3001\u8ba1\u7b97\u673a\u57fa\u7840\u77e5\u8bc6 \u3001\u7279\u5b9a\u9886\u57df\u6280\u672f (Frontend, Backend, Cloud, ML\u7b49\uff0c\u53d6\u51b3\u4e8e\u56e2\u961f)\u3002<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5cbc3fd9 e-con-full e-flex e-con e-child\" data-id=\"5cbc3fd9\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1aaa502e elementor-widget elementor-widget-heading\" data-id=\"1aaa502e\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">\u6570\u636e\u79d1\u5b66\u5bb6<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-16a8c3e2 elementor-widget elementor-widget-heading\" data-id=\"16a8c3e2\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">\u5c97\u4f4d\u804c\u8d23\uff1a\u5229\u7528\u7edf\u8ba1\u5b66\u3001\u673a\u5668\u5b66\u4e60\u548c\u6570\u636e\u5206\u6790\u6280\u672f\u4ece\u6d77\u91cf\u6570\u636e\u4e2d\u63d0\u53d6\u6709\u4ef7\u503c\u7684\u6d1e\u5bdf\uff0c\u5e76\u6784\u5efa\u6570\u636e\u9a71\u52a8\u7684\u4ea7\u54c1\u548c\u89e3\u51b3\u65b9\u6848\u3002<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-57652735 elementor-widget elementor-widget-heading\" data-id=\"57652735\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">\u9762\u8bd5\u8003\u5bdf\u6280\u672f\u70b9\uff1a\u7edf\u8ba1\u5b66\u4e0e\u6982\u7387\u3001\u673a\u5668\u5b66\u4e60\u7406\u8bba\u4e0e\u5e94\u7528\u3001\u6570\u636e\u5904\u7406\u4e0e\u5206\u6790\u3001SQL\u3001\u5b9e\u9a8c\u8bbe\u8ba1\u3001\u7f16\u7a0b\u80fd\u529b (Python\/R)\u3001\u4e1a\u52a1\u7406\u89e3\u4e0e\u5efa\u6a21\u3002<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-1db982c8 e-con-full e-flex e-con e-child\" data-id=\"1db982c8\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-fe48491 elementor-widget elementor-widget-heading\" data-id=\"fe48491\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">\u4e91\u5de5\u7a0b\u5e08<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3ac515b8 elementor-widget elementor-widget-heading\" data-id=\"3ac515b8\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">\u5c97\u4f4d\u804c\u8d23\uff1a\u4e91\u8ba1\u7b97\u5e73\u53f0\uff08\u5c24\u5176\u662fMicrosoft Azure\uff09\u7684\u8bbe\u8ba1\u3001\u90e8\u7f72\u3001\u7ba1\u7406\u548c\u4f18\u5316\u3002\u9700\u8981\u6df1\u5165\u7406\u89e3\u4e91\u670d\u52a1\u3001\u57fa\u7840\u8bbe\u65bd\u3001\u81ea\u52a8\u5316\u548cDevOps\u5b9e\u8df5\u3002<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-682f6939 elementor-widget elementor-widget-heading\" data-id=\"682f6939\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">\u9762\u8bd5\u8003\u5bdf\u6280\u672f\u70b9\uff1aMicrosoft Azure\u670d\u52a1 \u3001\u4e91\u8ba1\u7b97\u57fa\u7840 \u3001\u81ea\u52a8\u5316\u4e0e\u811a\u672c \u3001DevOps\u5b9e\u8df5 (CI\/CD, Monitoring)\u3001\u4e91\u5b89\u5168 \u3001\u6545\u969c\u6392\u9664\u4e0e\u6027\u80fd\u4f18\u5316\u3002<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-358a8e6f e-con-full e-flex e-con e-child\" data-id=\"358a8e6f\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-7a6dc32a elementor-widget elementor-widget-heading\" data-id=\"7a6dc32a\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">\u7814\u7a76\u79d1\u5b66\u5bb6<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-63f12569 elementor-widget elementor-widget-heading\" data-id=\"63f12569\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">\u5c97\u4f4d\u804c\u8d23\uff1a \u5728\u5fae\u8f6f\u7814\u7a76\u9662\u7b49\u90e8\u95e8\u4ece\u4e8b\u524d\u6cbf\u6280\u672f\u7684\u7814\u7a76\u548c\u521b\u65b0<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7ab449df elementor-widget elementor-widget-heading\" data-id=\"7ab449df\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\">\u9762\u8bd5\u8003\u5bdf\u6280\u672f\u70b9\uff1a\u6df1\u5ea6\u6280\u672f\u9886\u57df\u7684\u4e13\u4e1a\u77e5\u8bc6 \u3001\u7814\u7a76\u80fd\u529b\u4e0e\u521b\u65b0\u6027\u3001\u5b66\u672f\u80cc\u666f\u4e0e\u6210\u679c\u3001\u89e3\u51b3\u5f00\u653e\u6027\u95ee\u9898\u7684\u80fd\u529b\u3001\u7f16\u7a0b\u80fd\u529b (\u901a\u5e38\u8981\u6c42\u8f83\u9ad8)\u3002<\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-49cf0e60 e-con-full e-flex e-con e-child\" data-id=\"49cf0e60\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1db4dc2d elementor-widget elementor-widget-heading\" data-id=\"1db4dc2d\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">SDE\u9762\u8bd5\u6838\u5fc3\u5173\u6ce8\u9886\u57df<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-ee854f e-con-full e-flex e-con e-child\" data-id=\"ee854f\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4a4b78ce elementor-widget elementor-widget-text-editor\" data-id=\"4a4b78ce\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p data-sourcepos=\"1:1-1:148\">\u51c6\u5907\u5fae\u8f6f\u8f6f\u4ef6\u5de5\u7a0b\u9762\u8bd5\u65f6\uff0c\u719f\u6089\u5404\u79cd\u7f16\u7a0b\u9898\u578b\u81f3\u5173\u91cd\u8981\u3002\u5176\u4e2d\uff0c\u57fa\u7840\u7684\u6570\u636e\u7ed3\u6784\u4e0e\u7b97\u6cd5\uff08DSA\uff09\u3001\u56de\u6eaf\u6cd5\uff08Backtracking\uff09\u548c\u53cc\u6307\u9488\uff08Two Pointers\uff09\u662f\u6700\u5e38\u89c1\u7684\u95ee\u9898\u7c7b\u578b\u3002\u7136\u800c\uff0c\u4e0e\u5176\u4ed6\u516c\u53f8\u76f8\u6bd4\uff0c\u5fae\u8f6f\u7684\u7f16\u7a0b\u9762\u8bd5\u4f3c\u4e4e\u5bf9\u56de\u6eaf\u6cd5\u95ee\u9898\u6709\u66f4\u9ad8\u7684\u503e\u5411\u6027\u3002\u53e6\u5916\u503c\u5f97\u6ce8\u610f\u7684\u662f\uff0c\u50cf\u56fe\uff08Graphs\uff09\u548c\u6a21\u62df\uff08Simulation\uff09\u8fd9\u7c7b\u76f8\u5bf9\u4e0d\u90a3\u4e48\u5e38\u89c1\u3001\u4f46\u5728\u51b3\u5b9a\u9762\u8bd5\u6210\u8d25\u4e2d\u53ef\u80fd\u8d77\u5230\u5173\u952e\u4f5c\u7528\u7684\u5c0f\u7c7b\u522b\u3002\u8fd9\u79cd\u591a\u6837\u6027\u8981\u6c42\u6211\u4eec\u7684\u51c6\u5907\u7b56\u7565\u8981\u66f4\u5168\u9762\uff0c\u4e0d\u80fd\u53ea\u805a\u7126\u4e8e\u90a3\u4e9b\u5178\u578b\u7684\u9ad8\u9891\u8003\u70b9\u3002<\/p><p data-sourcepos=\"3:1-3:184\">\n<table id=\"tablepress-7\" class=\"tablepress tablepress-id-7\">\n<thead>\n<tr class=\"row-1\">\n\t<th class=\"column-1\">\u6280\u672f\u8003\u5bdf\u70b9<\/th><th class=\"column-2\">\u9762\u8bd5\u4e2d\u7684\u5360\u6bd4<\/th>\n<\/tr>\n<\/thead>\n<tbody class=\"row-striping row-hover\">\n<tr class=\"row-2\">\n\t<td class=\"column-1\">\u6742\u9879(Misc)<\/td><td class=\"column-2\">14.7%<\/td>\n<\/tr>\n<tr class=\"row-3\">\n\t<td class=\"column-1\">\u6a21\u62df(Simulation)<\/td><td class=\"column-2\">2.9%<\/td>\n<\/tr>\n<tr class=\"row-4\">\n\t<td class=\"column-1\">\u53cc\u6307\u9488(Two Pointers)<\/td><td class=\"column-2\">10.3%<\/td>\n<\/tr>\n<tr class=\"row-5\">\n\t<td class=\"column-1\">\u9ad8\u7ea7\u6570\u636e\u7ed3\u6784(Adv. Data Structure)<\/td><td class=\"column-2\">10.3%<\/td>\n<\/tr>\n<tr class=\"row-6\">\n\t<td class=\"column-1\">\u56de\u6eaf\u7b97\u6cd5(Backtracking)<\/td><td class=\"column-2\">11.8%<\/td>\n<\/tr>\n<tr class=\"row-7\">\n\t<td class=\"column-1\">\u57fa\u7840\u6570\u636e\u673a\u6784\u4e0e\u7b97\u6cd5(Basic DSA)<\/td><td class=\"column-2\">11.8%<\/td>\n<\/tr>\n<tr class=\"row-8\">\n\t<td class=\"column-1\">\u4e8c\u5206\u67e5\u627e(Binary Search)<\/td><td class=\"column-2\">5.9%<\/td>\n<\/tr>\n<tr class=\"row-9\">\n\t<td class=\"column-1\">\u5806(Heap)<\/td><td class=\"column-2\">7.4%<\/td>\n<\/tr>\n<tr class=\"row-10\">\n\t<td class=\"column-1\">\u56fe(Graph)<\/td><td class=\"column-2\">2.9%<\/td>\n<\/tr>\n<tr class=\"row-11\">\n\t<td class=\"column-1\">\u52a8\u6001\u89c4\u5212(DP)<\/td><td class=\"column-2\">4.4%<\/td>\n<\/tr>\n<tr class=\"row-12\">\n\t<td class=\"column-1\">\u6df1\u5ea6\u4f18\u5148\u641c\u7d22(DFS)<\/td><td class=\"column-2\">10.3%<\/td>\n<\/tr>\n<tr class=\"row-13\">\n\t<td class=\"column-1\">\u5e7f\u5ea6\u4f18\u5148\u641c\u7d22(BFS)<\/td><td class=\"column-2\">7.4%<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/p><p data-sourcepos=\"1:1-1:146\">\u5fae\u8f6f\u7684\u7f16\u7a0b\u9762\u8bd5\u9898\u76ee\u901a\u5e38\u96be\u5ea6\u504f\u9ad8\u4f46\u5c1a\u80fd\u5e94\u5bf9\u3002\u5019\u9009\u4eba\u7ecf\u5e38\u4f1a\u9047\u5230\u6d89\u53ca\u56de\u6eaf\u6cd5\u3001\u52a8\u6001\u89c4\u5212\u548c\u53cc\u6307\u9488\u7684\u95ee\u9898\u3002\u5c3d\u7ba1\u8fd9\u4e9b\u95ee\u9898\u5177\u6709\u4e00\u5b9a\u7684\u6311\u6218\u6027\uff0c\u4f46\u901a\u5e38\u6765\u8bf4\uff0c\u5b83\u4eec\u7684\u96be\u5ea6\u4e0d\u5982 Google \u6216 Apple \u7684\u9762\u8bd5\u9898\u90a3\u4e48\u5927\uff0c\u5bf9\u5019\u9009\u4eba\u800c\u8a00\uff0c\u96be\u5ea6\u7ea7\u522b\u4f1a\u7a0d\u5fae\u66f4\u5bb9\u6613\u63a5\u53d7\u4e00\u4e9b\u3002<\/p><p data-sourcepos=\"3:1-3:56\">\u82e5\u6309\u9898\u76ee\u7684\u96be\u5ea6\u5360\u6bd4\u6765\u5206\uff0c\u4ec5\u670915.6%\u4e3a\u7b80\u6613\u9898\uff0c\u4e2d\u7b49\u96be\u5ea6\u9898\u76ee\u5360\u6bd4\u9ad8\u8fbe63.3%\uff0c\u5269\u4f59\u768421.1%\u4e3a\u9ad8\u96be\u5ea6\u9762\u8bd5\u9898\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-b198a61 e-con-full e-flex e-con e-child\" data-id=\"b198a61\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-1d021f48 elementor-widget elementor-widget-heading\" data-id=\"1d021f48\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u9762\u8bd5\u9898\u4e0e\u6280\u672f\u8003\u5bdf\u96be\u5ea6<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6f648518 elementor-widget elementor-widget-text-editor\" data-id=\"6f648518\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\n<table id=\"tablepress-8\" class=\"tablepress tablepress-id-8\">\n<thead>\n<tr class=\"row-1\">\n\t<th class=\"column-1\">\u5e38\u89c1\u9762\u8bd5\u9898<\/th><th class=\"column-2\">\u8003\u5bdf\u6280\u672f\u70b9<\/th><th class=\"column-3\">\u96be\u6613\u5ea6<\/th>\n<\/tr>\n<\/thead>\n<tbody class=\"row-striping row-hover\">\n<tr class=\"row-2\">\n\t<td class=\"column-1\">\u6700\u957f\u5feb\u4e50\u5b57\u7b26\u4e32<\/td><td class=\"column-2\">\u5806\u3001\u6742\u9879<\/td><td class=\"column-3\">\u4e2d\u7b49\u96be\u5ea6<\/td>\n<\/tr>\n<tr class=\"row-3\">\n\t<td class=\"column-1\">\u4f7f\u5b57\u7b26\u9891\u7387\u552f\u4e00\u7684\u6700\u5c0f\u5220\u9664\u91cf<\/td><td class=\"column-2\">\u57fa\u7840\u6570\u636e\u7ed3\u6784\u4e0e\u7b97\u6cd5\u3001\u6742\u9879<\/td><td class=\"column-3\">\u4e2d\u7b49\u96be\u5ea6<\/td>\n<\/tr>\n<tr class=\"row-4\">\n\t<td class=\"column-1\">\u6574\u6570\u8f6c\u82f1\u6587\u5355\u8bcd<\/td><td class=\"column-2\">\u56de\u6eaf\u7b97\u6cd5<\/td><td class=\"column-3\">\u9ad8\u96be\u5ea6<\/td>\n<\/tr>\n<tr class=\"row-5\">\n\t<td class=\"column-1\">\u6570\u7ec4\u4e58\u79ef\u7684\u7b26\u53f7<\/td><td class=\"column-2\">\u57fa\u7840\u6570\u636e\u7ed3\u6784\u4e0e\u7b97\u6cd5<\/td><td class=\"column-3\">\u5bb9\u6613<\/td>\n<\/tr>\n<tr class=\"row-6\">\n\t<td class=\"column-1\">LRU\u7f13\u5b58<\/td><td class=\"column-2\">\u57fa\u7840\u6570\u636e\u7ed3\u6784\u4e0e\u7b97\u6cd5<\/td><td class=\"column-3\">\u4e2d\u7b49\u96be\u5ea6<\/td>\n<\/tr>\n<tr class=\"row-7\">\n\t<td class=\"column-1\">\u5177\u6709\u552f\u4e00\u5b57\u7b26\u7684\u8fde\u63a5\u5b57\u7b26\u4e32\u7684\u6700\u5927\u957f\u5ea6<\/td><td class=\"column-2\">\u56de\u6eaf\u7b97\u6cd5<\/td><td class=\"column-3\">\u4e2d\u7b49\u96be\u5ea6<\/td>\n<\/tr>\n<tr class=\"row-8\">\n\t<td class=\"column-1\">\u5c9b\u5c7f\u6570\u91cf<\/td><td class=\"column-2\">\u9ad8\u7ea7\u6570\u636e\u7ed3\u6784\u3001\u5e7f\u5ea6\u4f18\u5148\u641c\u7d22\u3001\u6df1\u5ea6\u4f18\u5148\u641c\u7d22<\/td><td class=\"column-3\">\u4e2d\u7b49\u96be\u5ea6<\/td>\n<\/tr>\n<tr class=\"row-9\">\n\t<td class=\"column-1\">\u67e5\u627e N \u4e2a\u552f\u4e00\u6574\u6570\uff0c\u603b\u548c\u4e3a\u96f6<\/td><td class=\"column-2\">\u57fa\u7840\u6570\u636e\u7ed3\u6784\u4e0e\u7b97\u6cd5<\/td><td class=\"column-3\">\u5bb9\u6613<\/td>\n<\/tr>\n<tr class=\"row-10\">\n\t<td class=\"column-1\">\u8ba1\u7b97\u4e8c\u53c9\u6811\u4e2d\u7684\u597d\u8282\u70b9<\/td><td class=\"column-2\">\u5e7f\u5ea6\u4f18\u5148\u641c\u7d22\u3001\u6df1\u5ea6\u4f18\u5148\u641c\u7d22<\/td><td class=\"column-3\">\u4e2d\u7b49\u96be\u5ea6<\/td>\n<\/tr>\n<tr class=\"row-11\">\n\t<td class=\"column-1\">\u53cd\u8f6c\u5b57\u7b26\u4e32\u4e2d\u7684\u5355\u8bcd II<\/td><td class=\"column-2\">\u53cc\u6307\u9488<\/td><td class=\"column-3\">\u4e2d\u7b49\u96be\u5ea6<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-238ffddc e-con-full e-flex e-con e-child\" data-id=\"238ffddc\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-4a9208d2 elementor-widget elementor-widget-heading\" data-id=\"4a9208d2\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Microsoft OA\uff08\u5728\u7ebf\u8bc4\u4f30\uff09<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5003b911 elementor-widget elementor-widget-text-editor\" data-id=\"5003b911\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u5fae\u8f6f\u7684\u5728\u7ebf\u6d4b\u8bc4\uff08OA\uff09\u662f\u5176\u62db\u8058\u6d41\u7a0b\u4e2d\u7528\u4e8e\u521d\u6b65\u7b5b\u9009\u5019\u9009\u4eba\u7684\u4e00\u4e2a\u73af\u8282\u3002\u4e3b\u8981\u76ee\u7684\u662f\u5728\u6b63\u5f0f\u9762\u8bd5\u524d\uff0c\u5feb\u901f\u8bc4\u4f30\u5019\u9009\u4eba\u7684\u6280\u672f\u80fd\u529b\uff0c\u5c24\u5176\u662f\u7f16\u7a0b\u57fa\u7840\u3001\u6570\u636e\u7ed3\u6784\u3001\u7b97\u6cd5\u5e94\u7528\u548c\u89e3\u51b3\u95ee\u9898\u7684\u80fd\u529b\u3002\u8fd9\u6709\u52a9\u4e8e\u5fae\u8f6f\u4ece\u4f17\u591a\u7533\u8bf7\u8005\u4e2d\u9ad8\u6548\u5730\u8bc6\u522b\u51fa\u5177\u5907\u6f5c\u529b\u7684\u6280\u672f\u4eba\u624d\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-31c51347 elementor-widget elementor-widget-heading\" data-id=\"31c51347\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">\u521d\u7ea7\u8f6f\u4ef6\u5de5\u7a0b\u5e08<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-294f097d elementor-widget elementor-widget-text-editor\" data-id=\"294f097d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul><li data-sourcepos=\"14:1-20:0\"><p data-sourcepos=\"14:3-14:13\"><strong>\u6280\u672f\u8003\u5bdf\u8981\u70b9:<\/strong><\/p><ul data-sourcepos=\"15:5-20:0\"><li data-sourcepos=\"15:5-15:19\">\u624e\u5b9e\u7684\u6570\u636e\u7ed3\u6784\u4e0e\u7b97\u6cd5\u57fa\u7840\u3002<\/li><li data-sourcepos=\"16:5-16:45\">\u719f\u7ec3\u638c\u63e1\u81f3\u5c11\u4e00\u79cd\u7f16\u7a0b\u8bed\u8a00 (C++, Java, C#, Python \u7b49)\u3002<\/li><li data-sourcepos=\"17:5-17:20\">\u80fd\u591f\u89e3\u51b3\u4e2d\u7b49\u96be\u5ea6\u7684\u7b97\u6cd5\u95ee\u9898\u3002<\/li><li data-sourcepos=\"18:5-18:20\">\u7406\u89e3\u57fa\u672c\u7684\u9762\u5411\u5bf9\u8c61\u7f16\u7a0b\u6982\u5ff5\u3002<\/li><li data-sourcepos=\"19:5-20:0\">\u80fd\u591f\u8fdb\u884c\u6e05\u6670\u7684\u601d\u8def\u6c9f\u901a\u3002<\/li><\/ul><\/li><li data-sourcepos=\"21:1-27:0\"><p data-sourcepos=\"21:3-21:12\"><strong>\u5e38\u89c1\u9762\u8bd5\u9898:<\/strong><\/p><ol data-sourcepos=\"22:5-27:0\"><li data-sourcepos=\"22:5-22:69\">\u7ed9\u5b9a\u4e00\u4e2a\u6574\u6570\u6570\u7ec4\u548c\u4e00\u4e2a\u76ee\u6807\u503c\uff0c\u627e\u51fa\u6570\u7ec4\u4e2d\u548c\u4e3a\u76ee\u6807\u503c\u7684\u4e24\u4e2a\u6570\u3002\u4f60\u53ef\u4ee5\u5047\u8bbe\u6bcf\u4e2a\u8f93\u5165\u53ea\u5bf9\u5e94\u4e00\u79cd\u7b54\u6848\uff0c\u4e14\u540c\u6837\u7684\u5143\u7d20\u4e0d\u80fd\u88ab\u91cd\u590d\u5229\u7528\u3002<\/li><li data-sourcepos=\"23:5-23:16\">\u53cd\u8f6c\u4e00\u4e2a\u5355\u94fe\u8868\u3002<\/li><li data-sourcepos=\"24:5-24:38\">\u5b9e\u73b0\u4e00\u4e2a\u961f\u5217\uff08Queue\uff09\uff0c\u53ea\u5141\u8bb8\u4f7f\u7528\u4e24\u4e2a\u6808\uff08Stack\uff09\u3002<\/li><li data-sourcepos=\"25:5-25:29\">\u4e8c\u53c9\u6811\u7684\u5c42\u5e8f\u904d\u5386\uff08\u5e7f\u5ea6\u4f18\u5148\u641c\u7d22 BFS\uff09\u3002<\/li><li data-sourcepos=\"26:5-27:0\">\u68c0\u67e5\u4e00\u4e2a\u5b57\u7b26\u4e32\u662f\u5426\u662f\u6709\u6548\u7684\u62ec\u53f7\u5e8f\u5217\uff08\u4f8b\u5982 \u201c()[]{}\u201d \u662f\u6709\u6548\u7684\uff0c\u201d([)]\u201d \u662f\u65e0\u6548\u7684\uff09\u3002<\/li><\/ol><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6d0f245a elementor-widget elementor-widget-heading\" data-id=\"6d0f245a\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">\u9ad8\u7ea7\u8f6f\u4ef6\u5de5\u7a0b\u5e08<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-40d8734d elementor-widget elementor-widget-text-editor\" data-id=\"40d8734d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul><li data-sourcepos=\"32:1-39:0\"><p data-sourcepos=\"32:3-32:13\"><strong>\u6280\u672f\u8003\u5bdf\u8981\u70b9:<\/strong><\/p><ul data-sourcepos=\"33:5-39:0\"><li data-sourcepos=\"33:5-33:31\">\u7cbe\u901a\u5e38\u89c1\u6570\u636e\u7ed3\u6784\u4e0e\u7b97\u6cd5\uff0c\u80fd\u591f\u89e3\u51b3\u8f83\u590d\u6742\u7684\u7b97\u6cd5\u95ee\u9898\u3002<\/li><li data-sourcepos=\"34:5-34:39\">\u5177\u5907\u826f\u597d\u7684\u7cfb\u7edf\u8bbe\u8ba1\u57fa\u7840\uff0c\u80fd\u8bbe\u8ba1\u4e2d\u7b49\u89c4\u6a21\u7684\u7cfb\u7edf\u6216\u73b0\u6709\u7cfb\u7edf\u7684\u67d0\u4e2a\u7ec4\u4ef6\u3002<\/li><li data-sourcepos=\"35:5-35:24\">\u6df1\u5165\u7406\u89e3\u9762\u5411\u5bf9\u8c61\u8bbe\u8ba1\u548c\u5e38\u7528\u8bbe\u8ba1\u6a21\u5f0f\u3002<\/li><li data-sourcepos=\"36:5-36:26\">\u719f\u6089\u5e76\u53d1\u7f16\u7a0b\u6216\u591a\u7ebf\u7a0b\uff08\u53d6\u51b3\u4e8e\u5177\u4f53\u804c\u4f4d\uff09\u3002<\/li><li data-sourcepos=\"37:5-37:25\">\u80fd\u591f\u6743\u8861\u4e0d\u540c\u7684\u6280\u672f\u65b9\u6848\u5e76\u89e3\u91ca\u5176\u4f18\u7f3a\u70b9\u3002<\/li><li data-sourcepos=\"38:5-39:0\">\u5728\u6280\u672f\u8ba8\u8bba\u4e2d\u5c55\u73b0\u9886\u5bfc\u529b\u548c\u6307\u5bfc\u6f5c\u529b\u3002<\/li><\/ul><\/li><li data-sourcepos=\"40:1-46:0\"><p data-sourcepos=\"40:3-40:12\"><strong>\u5e38\u89c1\u9762\u8bd5\u9898:<\/strong><\/p><ol data-sourcepos=\"41:5-46:0\"><li data-sourcepos=\"41:5-41:21\">\u5408\u5e76 K \u4e2a\u5df2\u6392\u5e8f\u7684\u94fe\u8868\u3002<\/li><li data-sourcepos=\"42:5-42:56\">\u627e\u51fa\u4e8c\u53c9\u6811\u4e2d\u4e24\u4e2a\u8282\u70b9\u7684\u6700\u4f4e\u516c\u5171\u7956\u5148 (Lowest Common Ancestor, LCA)\u3002<\/li><li data-sourcepos=\"43:5-43:31\">\u8bbe\u8ba1\u4e00\u4e2a\u9650\u6d41\u5668 (Rate Limiter)\u3002<\/li><li data-sourcepos=\"44:5-44:26\">\u5728\u4e00\u4e2a\u65cb\u8f6c\u6392\u5e8f\u6570\u7ec4\u4e2d\u641c\u7d22\u4e00\u4e2a\u76ee\u6807\u503c\u3002<\/li><li data-sourcepos=\"45:5-46:0\">\u8bbe\u8ba1\u4e00\u4e2a URL \u7f29\u77ed\u670d\u52a1\uff08\u4fa7\u91cd\u6838\u5fc3\u529f\u80fd\u548c\u6570\u636e\u6a21\u578b\u8bbe\u8ba1\uff09\u3002<\/li><\/ol><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6e101eff elementor-widget elementor-widget-heading\" data-id=\"6e101eff\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">\u9996\u5e2d\u8f6f\u4ef6\u5de5\u7a0b\u5e08<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5a57c3ca elementor-widget elementor-widget-text-editor\" data-id=\"5a57c3ca\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul><li data-sourcepos=\"51:1-58:0\"><p data-sourcepos=\"51:3-51:13\"><strong>\u6280\u672f\u8003\u5bdf\u8981\u70b9:<\/strong><\/p><ul data-sourcepos=\"52:5-58:0\"><li data-sourcepos=\"52:5-52:25\">\u5728\u67d0\u4e2a\u6216\u591a\u4e2a\u6280\u672f\u9886\u57df\u62e5\u6709\u6df1\u539a\u4e13\u4e1a\u77e5\u8bc6\u3002<\/li><li data-sourcepos=\"53:5-53:23\">\u80fd\u591f\u8bbe\u8ba1\u590d\u6742\u3001\u5927\u89c4\u6a21\u7684\u5206\u5e03\u5f0f\u7cfb\u7edf\u3002<\/li><li data-sourcepos=\"54:5-54:35\">\u6df1\u5165\u7406\u89e3\u7cfb\u7edf\u67b6\u6784\u3001\u53ef\u4f38\u7f29\u6027\u3001\u53ef\u7528\u6027\u3001\u4e00\u81f4\u6027\u3001\u5bb9\u9519\u6027\u7b49\u6982\u5ff5\u3002<\/li><li data-sourcepos=\"55:5-55:33\">\u80fd\u591f\u5904\u7406\u6a21\u7cca\u7684\u95ee\u9898\uff0c\u5c06\u5176\u5206\u89e3\u5e76\u63d0\u51fa\u591a\u79cd\u53ef\u884c\u7684\u6280\u672f\u65b9\u6848\u3002<\/li><li data-sourcepos=\"56:5-56:33\">\u5177\u5907\u5353\u8d8a\u7684\u6280\u672f\u9886\u5bfc\u529b\uff0c\u80fd\u591f\u5f71\u54cd\u56e2\u961f\u751a\u81f3\u7ec4\u7ec7\u7684\u6280\u5c38\u51b3\u7b56\u3002<\/li><li data-sourcepos=\"57:5-58:0\">\u5bf9\u6280\u672f\u53d1\u5c55\u8d8b\u52bf\u6709\u6df1\u523b\u89c1\u89e3\u3002<\/li><\/ul><\/li><li data-sourcepos=\"59:1-65:0\"><p data-sourcepos=\"59:3-59:12\"><strong>\u5e38\u89c1\u9762\u8bd5\u9898:<\/strong><\/p><ol data-sourcepos=\"60:5-65:0\"><li data-sourcepos=\"60:5-60:63\">\u8bbe\u8ba1\u4e00\u4e2a\u7c7b\u4f3c Twitter \u7684\u52a8\u6001\u6d88\u606f\uff08News Feed\uff09\u7cfb\u7edf\uff0c\u9700\u8981\u8003\u8651\u5199\u653e\u5927\u3001\u8bfb\u653e\u5927\u3001\u7f13\u5b58\u3001\u5b58\u50a8\u7b49\u95ee\u9898\u3002<\/li><li data-sourcepos=\"61:5-61:61\">\u5982\u4f55\u8bbe\u8ba1\u4e00\u4e2a\u9ad8\u53ef\u7528\u7684\u5206\u5e03\u5f0f\u952e\u503c\u5b58\u50a8 (Key-Value Store)\uff1f\u8ba8\u8bba\u6570\u636e\u5206\u5e03\u3001\u590d\u5236\u3001\u4e00\u81f4\u6027\u6a21\u578b\u7b49\u3002<\/li><li data-sourcepos=\"62:5-62:38\">\u8bbe\u8ba1\u4e00\u4e2a\u5206\u5e03\u5f0f\u961f\u5217 (Distributed Queue)\u3002<\/li><li data-sourcepos=\"63:5-63:59\">\u8ba8\u8bba\u4f60\u5728\u8bbe\u8ba1\u4e00\u4e2a\u5927\u578b\u7cfb\u7edf\u65f6\u9047\u5230\u7684\u6700\u5927\u6311\u6218\u662f\u4ec0\u4e48\uff1f\u4f60\u662f\u5982\u4f55\u5206\u6790\u95ee\u9898\u5e76\u89e3\u51b3\u7684\uff1f\uff08\u7ed3\u5408\u4e2a\u4eba\u7ecf\u9a8c\u7684\u5f00\u653e\u6027\u95ee\u9898\uff09<\/li><li data-sourcepos=\"64:5-65:0\">\u5982\u679c\u9700\u8981\u8bbe\u8ba1\u4e00\u4e2a\u8de8\u533a\u57df\uff08Geo-Distributed\uff09\u7684\u5728\u7ebf\u670d\u52a1\uff0c\u4f60\u4f1a\u5982\u4f55\u8003\u8651\u6570\u636e\u4e00\u81f4\u6027\u548c\u5ef6\u8fdf\u4e4b\u95f4\u7684\u6743\u8861\uff1f<\/li><\/ol><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-53f4e444 elementor-widget elementor-widget-heading\" data-id=\"53f4e444\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u884c\u4e3a\u9762\u8bd5 (BQ)<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-254de8d9 elementor-widget elementor-widget-text-editor\" data-id=\"254de8d9\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u884c\u4e3a\u9762\u8bd5\u7684\u8fc7\u7a0b\u8bf4\u767d\u4e86\u5c31\u662f\u9762\u8bd5\u5b98\u60f3\u770b\u770b\u4f60\u8fd9\u4e2a\u4eba\u600e\u4e48\u6837\uff0c\u56e2\u961f\u5408\u4f5c\u597d\u4e0d\u597d\uff0c\u9047\u5230\u95ee\u9898\u600e\u4e48\u89e3\u51b3\u3002\u51c6\u5907\u7684\u65f6\u5019\u53ef\u4ee5\u60f3\u60f3\u4f60\u4ee5\u524d\u6700\u8ba9\u4f60\u6709\u6210\u5c31\u611f\u7684\u9879\u76ee\u3001\u9047\u5230\u8fc7\u7684\u6280\u672f\u96be\u9898\u3001\u548c\u540c\u4e8b\u95f9\u8fc7\u522b\u626d\u600e\u4e48\u5904\u7406\u7684\u3001\u72af\u8fc7\u5565\u9519\u8bef\u600e\u4e48\u5b66\u7684\u4e56\u3002\u56de\u7b54\u7684\u65f6\u5019\u53ef\u4ee5\u7528\u90a3\u4e2a STAR \u65b9\u6cd5\uff0c\u5c31\u662f\u5148\u8bf4<strong>\u60c5\u666f (Situation)<\/strong>\uff0c\u7136\u540e\u8bf4\u4f60\u7684<strong>\u4efb\u52a1 (Task)<\/strong> \u662f\u5565\uff0c\u63a5\u7740\u8bf4\u4f60\u5177\u4f53<strong>\u91c7\u53d6\u4e86\u54ea\u4e9b\u884c\u52a8 (Action)<\/strong>\uff0c\u6700\u540e\u8bf4<strong>\u7ed3\u679c (Result)<\/strong> \u662f\u4ec0\u4e48\u3002\u8fd9\u6837\u8bb2\u6545\u4e8b\u6761\u7406\u6e05\u695a\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4150e75c elementor-widget elementor-widget-heading\" data-id=\"4150e75c\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">\u9762\u8bd5\u51c6\u5907<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-24ca2caa elementor-widget elementor-widget-text-editor\" data-id=\"24ca2caa\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>\u5fae\u8f6f\u7279\u522b\u770b\u57fa\u7840\u3002\u4f60\u5f97\u628a\u90a3\u4e9b\u6570\u7ec4\u3001\u94fe\u8868\u3001\u6811\u3001\u56fe\u3001\u54c8\u5e0c\u8868\u5565\u7684\u73a9\u6e9c\u4e86\uff0c\u77e5\u9053\u5404\u79cd\u6392\u5e8f\u3001\u641c\u7d22\u7b97\u6cd5\u600e\u4e48\u56de\u4e8b\uff0c\u590d\u6742\u5ea6 O(n) \u8fd8\u662f O(n log n) \u5f97\u95e8\u513f\u6e05\u3002\u6700\u597d\u7684\u529e\u6cd5\u5c31\u662f\u53bb LeetCode (\u529b\u6263) \u8fd9\u79cd\u5237\u9898\u7f51\u7ad9\u591a\u7ec3\uff0c\u6309\u7c7b\u578b\u5237\uff0c\u4e5f\u770b\u770b\u5fae\u8f6f\u5e38\u8003\u7684\u9898\u3002\u5199\u4ee3\u7801\u7684\u65f6\u5019\u522b\u5149\u987e\u7740\u5199\uff0c\u8981\u8fb9\u5199\u8fb9\u8bb2\u4f60\u7684\u601d\u8def\uff0c\u8ba9\u9762\u8bd5\u5b98\u77e5\u9053\u4f60\u5728\u60f3\u5565\u3002\u9009\u4e2a\u4f60\u6700\u719f\u7684\u8bed\u8a00\u7ec3\uff0cPython, Java, C++ \u90fd\u53ef\u4ee5\u3002<\/p><p>\u9762\u8bd5\u524d\u4e00\u5468\u8bb0\u5f97\u628a\u81ea\u5df1\u7684\u9879\u76ee\u518d\u8fc7\u4e00\u904d\uff0c\u80fd\u8bb2\u5f97\u6e05\u6e05\u695a\u695a\uff1b\u4e86\u89e3\u4e86\u89e3\u5fae\u8f6f\u6709\u5565\u4ea7\u54c1\u548c\u6280\u672f\uff0c\u522b\u4e00\u95ee\u4e09\u4e0d\u77e5\uff1b\u9762\u8bd5\u7ed3\u675f\u65f6\u522b\u5fd8\u4e86\u95ee\u9762\u8bd5\u5b98\u51e0\u4e2a\u597d\u95ee\u9898\uff0c\u8868\u73b0\u51fa\u4f60\u7684\u5174\u8da3\uff1b\u6761\u4ef6\u5141\u8bb8\u7684\u8bdd\uff0c\u6700\u597d\u662f\u80fd\u627e\u4eba<strong><a href=\"https:\/\/csoasupport.com\/zh_hk\">\u6a21\u62df\u9762\u8bd5<\/a><\/strong>\u51e0\u6b21\uff0c\u7ec3\u7ec3\u611f\u89c9\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-690dd40 elementor-widget elementor-widget-heading\" data-id=\"690dd40\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">System Design\u89e3\u9898\u6837\u4f8b<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ebeef67 elementor-widget elementor-widget-text-editor\" data-id=\"ebeef67\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><strong>\u9898\u76ee\uff1a\u4e3a\u5fae\u8f6f\u7684 Azure \u8d26\u5355\u7cfb\u7edf\u5b9e\u65f6\u8bc6\u522b\u5e76\u8fc7\u6ee4\u6b3a\u8bc8\u6027\u4ea4\u6613\u3002<\/strong><\/p><p><strong>\u975e\u529f\u80fd\u6027\u9700\u6c42\uff1a<\/strong><\/p><ul><li>\u9ad8\u5cf0\u671f\u6bcf\u79d2\u5904\u7406\u6570\u5341\u4e07\u7b14\u67e5\u8be2<\/li><li>\u9ad8\u53ef\u7528\u6027\uff0c\u5373\u4f7f\u533a\u57df\u6027\u6545\u969c\u4e5f\u4e0d\u80fd\u505c\u673a<\/li><li>\u5bb9\u9519\u6027\uff0c\u7cfb\u7edf\u5e94\u80fd\u4f18\u96c5\u5730\u5904\u7406\u5355\u4e2a\u7ec4\u4ef6\u6216\u6570\u636e\u4e2d\u5fc3\u7684\u6545\u969c<\/li><li>\u4f4e\u5ef6\u8fdf\uff0c\u6b3a\u8bc8\u68c0\u6d4b\u5e94\u5728\u51e0\u5341\u6beb\u79d2\u5185\u8fd1\u4e4e\u5b9e\u65f6\u5b8c\u6210<\/li><li>\u51c6\u786e\u6027\uff0c\u6700\u5c0f\u5316\u8bef\u62a5\u548c\u6f0f\u62a5<\/li><li>\u6210\u672c\u6548\u76ca\uff0c\u6709\u6548\u5229\u7528\u4e91\u8d44\u6e90<\/li><\/ul><p>\u8fd9\u662f\u8981\u8003\u5bdf\u5019\u9009\u4eba\u5bf9\u5b9e\u65f6\u6b3a\u8bc8\u68c0\u6d4b\u7cfb\u7edf\u7684\u6574\u4f53\u67b6\u6784\u628a\u63e1\uff0c\u7279\u522b\u662f\u5728\u6781\u9ad8\u5e76\u53d1\u3001\u9ad8\u53ef\u7528\u3001\u4f4e\u5ef6\u8fdf\u4ee5\u53ca\u51c6\u786e\u6027\u8fd9\u4e9b\u70b9\u4e0a\u7684\u601d\u8003\uff0c\u5019\u9009\u4eba\u7acb\u523b\u8ddf\u9762\u8bd5\u5b98\u786e\u8ba4\u4e86\u4e00\u4e9b\u7ec6\u8282\uff0c\u6bd4\u5982\u201c\u6b3a\u8bc8\u201d\u7684\u5177\u4f53\u5b9a\u4e49\u662f\u4ec0\u4e48\uff0c\u9700\u8981\u5173\u6ce8\u7684\u662f\u54ea\u4e9b\u7c7b\u578b\u7684\u5f02\u5e38\u884c\u4e3a\uff08\u4f8b\u5982\uff1a\u5f02\u5e38\u7684\u5927\u989d\u6d88\u8d39\u3001\u77ed\u65f6\u95f4\u5185\u8de8\u5730\u57df\u7684\u591a\u7b14\u4ea4\u6613\u3001\u5f02\u5e38\u7684\u8d44\u6e90\u521b\u5efa\u884c\u4e3a\u7b49\uff09\u3002\u7136\u540e\u5c31\u987a\u7740\u9762\u8bd5\u5b98\u7684\u5f15\u5bfc\uff0c\u8868\u660e\u4e86\u8ba8\u8bba\u65b9\u5411\uff0c\u662f\u60f3\u5148\u804aAPI\u548c\u6570\u636e\u6a21\u578b\u7684\u7ec6\u8282\u8bbe\u8ba1\uff0c\u8fd8\u662f\u5148\u642d\u9ad8\u5c42\u67b6\u6784\uff0c\u8ba8\u8bba\u70b9\u5927\u81f4\u662f\uff1a<\/p><p><strong>System Design Discussion:<\/strong><\/p><p>Do you want me to discuss the data models for transactions and user profiles, and the API for submitting transactions? (\u60a8\u662f\u60f3\u8ba9\u6211\u8be6\u7ec6\u8ba8\u8bba\u4ea4\u6613\u548c\u7528\u6237\u8d44\u6599\u7684\u6570\u636e\u6a21\u578b\u4ee5\u53ca\u4ea4\u6613\u63d0\u4ea4\u7684API\u5417\uff1f)<\/p><p>Or do you want me to discuss the high-level infrastructure components for real-time fraud detection first? (\u8fd8\u662f\u60f3\u8ba9\u6211\u5148\u8ba8\u8bba\u5b9e\u65f6\u6b3a\u8bc8\u68c0\u6d4b\u7684\u9ad8\u5c42\u57fa\u7840\u8bbe\u65bd\u7ec4\u4ef6\uff1f)<\/p><p data-sourcepos=\"28:1-28:405\">\u9762\u8bd5\u5b98\u8868\u793a\u5148\u4ece\u9ad8\u5c42\u7ec4\u4ef6\u5f00\u59cb\uff0c\u9700\u8981\u5019\u9009\u4eba\u56f4\u7ed5\u7740\u6570\u636e\u6d41\u5165\uff08Event Hub\/Kafka\uff09\u3001\u5b9e\u65f6\u5904\u7406\u5f15\u64ce\uff08Stream Analytics\/Flink\/Spark Streaming\uff09\u3001\u89c4\u5219\u5f15\u64ce\uff08CEP, Complex Event Processing\uff09\u3001\u673a\u5668\u5b66\u4e60\u6a21\u578b\u670d\u52a1\uff08Azure Machine Learning\/TensorFlow Serving\uff09\u3001\u7279\u5f81\u5b58\u50a8\uff08Redis\/Cosmos DB\uff09\u3001\u544a\u8b66\u4e0e\u5904\u7f6e\uff08Function Apps\/Logic Apps\uff09\u8fd9\u4e9b\u70b9\u5c55\u5f00\uff0c\u540c\u65f6\u5f3a\u8c03\u4e86\u5982\u4f55\u901a\u8fc7\u591a\u6d3b\u67b6\u6784\u3001\u6570\u636e\u5206\u533a\u3001\u5f02\u6b65\u5904\u7406\u4ee5\u53ca\u5f39\u6027\u4f38\u7f29\u6765\u4fdd\u8bc1\u9ad8\u53ef\u7528\u548c\u5bb9\u9519\uff0c\u5e76\u5229\u7528\u7f13\u5b58\u548c\u5185\u5b58\u8ba1\u7b97\u6765\u964d\u4f4e\u5ef6\u8fdf\u3002\u5728\u4fdd\u8bc1\u51c6\u786e\u6027\u65b9\u9762\uff0c\u5e76\u63d0\u5230\u5982\u4f55\u7ed3\u5408\u5386\u53f2\u6570\u636e\u8bad\u7ec3\u6a21\u578b\u3001\u5b9e\u65f6\u7279\u5f81\u5de5\u7a0b\u4ee5\u53ca\u4eba\u5de5\u590d\u5ba1\u673a\u5236\u3002\u8fd9\u90e8\u5206\u611f\u89c9\u804a\u5f97\u8fd8\u884c\uff0c\u4e3b\u8981\u5c31\u662f\u5c55\u73b0\u4f60\u601d\u8003\u7684\u5e7f\u5ea6\u548c\u6df1\u5ea6\uff0c\u4ee5\u53ca\u5728\u4e0d\u540c\u9700\u6c42\u4e0b\u7684\u6743\u8861\u80fd\u529b\u3002<\/p><p data-sourcepos=\"30:1-30:35\">\u7cfb\u7edf\u8bbe\u8ba1\u804a\u4e86\u5927\u6982\u4e8c\u5341\u591a\u5206\u949f\uff0c\u63a5\u7740\u5c31\u5230\u4e86\u7b97\u6cd5\u73af\u8282\u3002\u9762\u8bd5\u5b98\u7ed9\u7684\u9898\u76ee\u662f\u8fd9\u4e2a\uff1a<\/p><p data-sourcepos=\"30:1-30:35\"><strong>Coding Problem:<\/strong><\/p><p data-sourcepos=\"30:1-30:35\">\u7ed9\u5b9a\u4e00\u4e2a\u4ea4\u6613\u6570\u636e\u6d41\uff0c\u8bbe\u8ba1\u5e76\u5b9e\u73b0\u4e00\u4e2a\u7ec4\u4ef6\uff0c\u7528\u4e8e\u68c0\u6d4b\u7279\u5b9a\u7528\u6237\u5728\u6eda\u52a8\u65f6\u95f4\u7a97\u53e3\u5185\u4ea4\u6613\u91cf\u5f02\u5e38\u6fc0\u589e\u7684\u60c5\u51b5\u3002\u5177\u4f53\u6765\u8bf4\uff0c\u5982\u679c\u4e00\u4e2a\u7528\u6237\u5728\u8fc7\u53bb\u4e00\u5206\u949f\u5185\u7684\u4ea4\u6613\u8ba1\u6570\u662f\u5176\u8fc7\u53bb\u4e00\u5c0f\u65f6\u5e73\u5747\u4ea4\u6613\u8ba1\u6570\u7684 <span class=\"katex\"><span class=\"katex-html\" aria-hidden=\"true\"><span class=\"base\"><span class=\"mord mathnormal\">N<\/span><\/span><\/span><\/span> \u500d\u4ee5\u4e0a\uff0c\u5219\u5c06\u5176\u6807\u8bb0\u4e3a\u5f02\u5e38\u3002<\/p><p data-sourcepos=\"30:1-30:35\">\u8fd9\u9053\u9898\u5176\u5b9e\u4e0d\u7b97\u7279\u522b\u96be\uff0c\u4f46\u7ec6\u8282\u633a\u591a\uff0c\u770b\u5230\u9898\u76ee\u7b2c\u4e00\u53cd\u5e94\u5c31\u662f\u95ee\u6e05\u695a\u8f93\u5165\u6570\u636e\u7684\u7ed3\u6784\uff08\u6bd4\u5982\u5305\u542b\u7528\u6237ID\u3001\u65f6\u95f4\u6233\u3001\u91d1\u989d\u7b49\uff09\uff0c\u4ee5\u53ca\u201c\u5f02\u5e38\u5cf0\u503c\u201d\u7684\u5177\u4f53\u5b9a\u4e49\u548c\u53c2\u6570 <span class=\"katex\"><span class=\"katex-html\" aria-hidden=\"true\"><span class=\"base\"><span class=\"mord mathnormal\">N<\/span><\/span><\/span><\/span> \u7684\u53d6\u503c\u8303\u56f4\uff0c\u4ee5\u53ca\u65f6\u95f4\u7a97\u53e3\u7684\u7c92\u5ea6\uff08\u5206\u949f\u3001\u5c0f\u65f6\uff09\uff0c\u9762\u8bd5\u5b98\u8bf4\u5148\u5047\u8bbe\u4ea4\u6613\u6570\u636e\u4ee5JSON\u683c\u5f0f\u6d41\u5f0f\u8f93\u5165\uff0c\u5305\u542b userId, timestamp, amount \u5b57\u6bb5\uff0c<span class=\"katex\"><span class=\"katex-html\" aria-hidden=\"true\"><span class=\"base\"><span class=\"mord mathnormal\">N<\/span><\/span><\/span><\/span> \u53ef\u4ee5\u662f\u4efb\u610f\u6b63\u6d6e\u70b9\u6570\uff0c\u4e14\u65f6\u95f4\u7a97\u53e3\u7cbe\u786e\u5230\u79d2\u3002<\/p><p data-sourcepos=\"30:1-30:35\"><strong>\u89e3\u9898\u601d\u8def\uff1a<\/strong><\/p><p data-sourcepos=\"38:1-39:103\">\u9996\u5148\uff0c\u6211\u4eec\u9700\u8981\u4e3a\u6bcf\u4e2a\u7528\u6237\u7ef4\u62a4\u4e24\u4e2a\u6ed1\u52a8\u7a97\u53e3\uff1a\u4e00\u4e2a\u662f\u4e00\u5206\u949f\u7a97\u53e3\u5185\u7684\u4ea4\u6613\u8ba1\u6570\uff0c\u53e6\u4e00\u4e2a\u662f\u5c0f\u65f6\u7a97\u53e3\u5185\u7684\u4ea4\u6613\u8ba1\u6570\u3002\u8fd9\u53ef\u4ee5\u4f7f\u7528<strong>\u54c8\u5e0c\u8868<\/strong>\uff08\u6216\u7c7b\u4f3c\u7ed3\u6784\uff09\u6765\u5b9e\u73b0\uff0c\u5176\u4e2d\u952e\u662fuserId\uff0c\u503c\u662f\u5305\u542b\u65f6\u95f4\u6233\u7684\u961f\u5217\u6216\u8005\u5217\u8868\u3002<\/p><p data-sourcepos=\"41:1-41:6\">\u5177\u4f53\u5b9e\u73b0\u4e0a\uff1a<\/p><ol data-sourcepos=\"42:1-56:0\"><li data-sourcepos=\"42:1-44:120\"><strong>\u6570\u636e\u7ed3\u6784\u9009\u62e9<\/strong>:<br \/><ul data-sourcepos=\"43:5-44:120\"><li data-sourcepos=\"43:5-43:89\">\u5bf9\u4e8e\u6bcf\u4e2a\u7528\u6237\uff0c\u6211\u4eec\u53ef\u4ee5\u7528\u4e00\u4e2a<strong>\u53cc\u7aef\u961f\u5217<\/strong>\uff08collections.deque \u5728Python\u4e2d\u5f88\u5408\u9002\uff09\u6765\u5b58\u50a8\u8fc7\u53bb\u4e00\u5206\u949f\u548c\u8fc7\u53bb\u4e00\u5c0f\u65f6\u5185\u6bcf\u7b14\u4ea4\u6613\u7684<strong>\u65f6\u95f4\u6233<\/strong>\u3002<\/li><li data-sourcepos=\"44:5-44:120\">\u6216\u8005\uff0c\u66f4\u9ad8\u6548\u5730\uff0c\u6211\u4eec\u53ef\u4ee5\u4e3a\u6bcf\u4e2a\u7528\u6237\u7ef4\u62a4\u4e24\u4e2a\u8ba1\u6570\u5668\uff1alast_minute_count \u548c last_hour_count\uff0c\u5e76\u7ed3\u5408\u4e00\u4e2a\u65f6\u95f4\u6233\u961f\u5217\u6765\u52a8\u6001\u8c03\u6574\u8fd9\u4e24\u4e2a\u8ba1\u6570\u3002\u5f53\u65b0\u4ea4\u6613\u8fdb\u6765\u65f6\uff0c\u66f4\u65b0\u8ba1\u6570\u5668\uff1b\u5f53\u65e7\u4ea4\u6613\u8fc7\u671f\u65f6\uff0c\u51cf\u5c11\u8ba1\u6570\u5668\u3002<\/li><\/ul><\/li><li data-sourcepos=\"45:1-48:29\"><strong>\u6ed1\u52a8\u7a97\u53e3\u903b\u8f91<\/strong>:<br \/><ul data-sourcepos=\"46:5-48:29\"><li data-sourcepos=\"46:5-46:24\">\u5f53\u6536\u5230\u4e00\u4e2a\u65b0\u7684\u4ea4\u6613\u65f6\uff0c\u8bb0\u5f55\u5176\u65f6\u95f4\u6233\u3002<\/li><li data-sourcepos=\"47:5-47:69\">\u904d\u5386\u6bcf\u4e2a\u7528\u6237\u7684\u4e24\u4e2a\u961f\u5217\uff08\u6216\u65f6\u95f4\u6233\uff09\uff0c\u79fb\u9664\u6240\u6709\u65f6\u95f4\u6233<strong>\u8d85\u51fa\u5f53\u524d\u7a97\u53e3<\/strong>\uff08\u4f8b\u5982\uff0c\u8d85\u8fc7\u4e00\u5206\u949f\u6216\u4e00\u5c0f\u65f6\uff09\u7684\u4ea4\u6613\u3002\u540c\u65f6\u66f4\u65b0\u5bf9\u5e94\u7684\u8ba1\u6570\u3002<\/li><li data-sourcepos=\"48:5-48:29\">\u5c06\u65b0\u4ea4\u6613\u7684\u65f6\u95f4\u6233\u6dfb\u52a0\u5230\u961f\u5217\u4e2d\uff0c\u5e76\u66f4\u65b0\u4e24\u4e2a\u8ba1\u6570\u3002<\/li><\/ul><\/li><li data-sourcepos=\"49:1-51:234\"><strong>\u5f02\u5e38\u68c0\u6d4b<\/strong>:<br \/><ul data-sourcepos=\"50:5-51:234\"><li data-sourcepos=\"50:5-50:169\">\u5728\u6bcf\u6b21\u66f4\u65b0\u8ba1\u6570\u540e\uff0c\u8ba1\u7b97\u5f53\u524d\u7528\u6237\u5728<strong>\u4e00\u5206\u949f\u7a97\u53e3\u5185<\/strong>\u7684\u4ea4\u6613\u6570 (<span class=\"katex\"><span class=\"katex-html\" aria-hidden=\"true\"><span class=\"base\"><span class=\"mord\"><span class=\"mord mathnormal\">C<\/span><span class=\"msupsub\"><span class=\"vlist-t vlist-t2\"><span class=\"vlist-r\"><span class=\"vlist\"><span class=\"\"><span class=\"sizing reset-size6 size3 mtight\"><span class=\"mord mtight\">1<span class=\"mord mathnormal mtight\">min<\/span><\/span><\/span><\/span><\/span><span class=\"vlist-s\">\u200b<\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span>) \u548c<strong>\u4e00\u5c0f\u65f6\u7a97\u53e3\u5185<\/strong>\u7684\u5e73\u5747\u4ea4\u6613\u6570 (<span class=\"katex\"><span class=\"katex-html\" aria-hidden=\"true\"><span class=\"base\"><span class=\"mord mathnormal\">A<\/span><span class=\"mord mathnormal\">v<\/span><span class=\"mord\"><span class=\"mord mathnormal\">g<\/span><span class=\"msupsub\"><span class=\"vlist-t vlist-t2\"><span class=\"vlist-r\"><span class=\"vlist\"><span class=\"\"><span class=\"sizing reset-size6 size3 mtight\"><span class=\"mord mtight\">1<span class=\"mord mathnormal mtight\">h<\/span><span class=\"mord mathnormal mtight\">r<\/span><\/span><\/span><\/span><\/span><span class=\"vlist-s\">\u200b<\/span><\/span><\/span><\/span><\/span><span class=\"mrel\">=<\/span><\/span><span class=\"base\"><span class=\"mord\"><span class=\"mord mathnormal\">C<\/span><span class=\"msupsub\"><span class=\"vlist-t vlist-t2\"><span class=\"vlist-r\"><span class=\"vlist\"><span class=\"\"><span class=\"sizing reset-size6 size3 mtight\"><span class=\"mord mtight\">1<span class=\"mord mathnormal mtight\">h<\/span><span class=\"mord mathnormal mtight\">r<\/span><\/span><\/span><\/span><\/span><span class=\"vlist-s\">\u200b<\/span><\/span><\/span><\/span><\/span><span class=\"mord\">\/60<\/span><\/span><\/span><\/span>)\u3002<\/li><li data-sourcepos=\"51:5-51:234\">\u5982\u679c <span class=\"katex\"><span class=\"katex-html\" aria-hidden=\"true\"><span class=\"base\"><span class=\"mord\"><span class=\"mord mathnormal\">C<\/span><span class=\"msupsub\"><span class=\"vlist-t vlist-t2\"><span class=\"vlist-r\"><span class=\"vlist\"><span class=\"\"><span class=\"sizing reset-size6 size3 mtight\"><span class=\"mord mtight\">1<span class=\"mord mathnormal mtight\">min<\/span><\/span><\/span><\/span><\/span><span class=\"vlist-s\">\u200b<\/span><\/span><\/span><\/span><\/span><span class=\"mrel\">&gt;<\/span><\/span><span class=\"base\"><span class=\"mord mathnormal\">N<\/span><span class=\"mbin\">\u00d7<\/span><\/span><span class=\"base\"><span class=\"mord mathnormal\">A<\/span><span class=\"mord mathnormal\">v<\/span><span class=\"mord\"><span class=\"mord mathnormal\">g<\/span><span class=\"msupsub\"><span class=\"vlist-t vlist-t2\"><span class=\"vlist-r\"><span class=\"vlist\"><span class=\"\"><span class=\"sizing reset-size6 size3 mtight\"><span class=\"mord mtight\">1<span class=\"mord mathnormal mtight\">h<\/span><span class=\"mord mathnormal mtight\">r<\/span><\/span><\/span><\/span><\/span><span class=\"vlist-s\">\u200b<\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span>\uff0c\u5219\u5c06\u8be5\u7528\u6237\u6807\u8bb0\u4e3a\u5f02\u5e38\u3002\u9700\u8981\u5904\u7406 <span class=\"katex\"><span class=\"katex-html\" aria-hidden=\"true\"><span class=\"base\"><span class=\"mord mathnormal\">A<\/span><span class=\"mord mathnormal\">v<\/span><span class=\"mord\"><span class=\"mord mathnormal\">g<\/span><span class=\"msupsub\"><span class=\"vlist-t vlist-t2\"><span class=\"vlist-r\"><span class=\"vlist\"><span class=\"\"><span class=\"sizing reset-size6 size3 mtight\"><span class=\"mord mtight\">1<span class=\"mord mathnormal mtight\">h<\/span><span class=\"mord mathnormal mtight\">r<\/span><\/span><\/span><\/span><\/span><span class=\"vlist-s\">\u200b<\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span> \u4e3a\u96f6\u7684\u60c5\u51b5\uff0c\u907f\u514d\u9664\u4ee5\u96f6\u9519\u8bef\uff0c\u6b64\u65f6\u53ef\u4ee5\u8bbe\u5b9a\u4e00\u4e2a\u6700\u5c0f\u7684\u9608\u503c\uff0c\u4f8b\u5982\u5f53 <span class=\"katex\"><span class=\"katex-html\" aria-hidden=\"true\"><span class=\"base\"><span class=\"mord\"><span class=\"mord mathnormal\">C<\/span><span class=\"msupsub\"><span class=\"vlist-t vlist-t2\"><span class=\"vlist-r\"><span class=\"vlist\"><span class=\"\"><span class=\"sizing reset-size6 size3 mtight\"><span class=\"mord mtight\">1<span class=\"mord mathnormal mtight\">min<\/span><\/span><\/span><\/span><\/span><span class=\"vlist-s\">\u200b<\/span><\/span><\/span><\/span><\/span><\/span><\/span><\/span> \u8d85\u8fc7\u67d0\u4e2a\u7edd\u5bf9\u503c\u65f6\u4e5f\u8ba4\u4e3a\u662f\u5f02\u5e38\u3002<\/li><\/ul><\/li><li data-sourcepos=\"52:1-56:0\"><strong>\u4f18\u5316<\/strong>:<br \/><ul data-sourcepos=\"53:5-56:0\"><li data-sourcepos=\"53:5-53:133\">\u8003\u8651\u5230\u7528\u6237\u6570\u91cf\u53ef\u80fd\u975e\u5e38\u5927\uff0c\u76f4\u63a5\u5b58\u50a8\u6240\u6709\u7528\u6237\u6240\u6709\u4ea4\u6613\u7684\u65f6\u95f4\u6233\u961f\u5217\u4f1a\u5360\u7528\u5927\u91cf\u5185\u5b58\u3002\u6211\u4eec\u53ef\u4ee5\u8003\u8651\u4f7f\u7528\u56fa\u5b9a\u5927\u5c0f\u7684<strong>\u6ed1\u52a8\u7a97\u53e3\u6570\u7ec4<\/strong>\uff0c\u6216\u8005\u66f4\u9ad8\u7ea7\u7684<strong>\u65f6\u95f4\u5e8f\u5217\u6570\u636e\u5e93<\/strong>\uff08\u4f8b\u5982InfluxDB\uff09\u6765\u5b58\u50a8\u548c\u67e5\u8be2\u6570\u636e\uff0c\u4f46\u5bf9\u4e8e\u9762\u8bd5\u6765\u8bf4\uff0c\u5185\u5b58\u4e2d\u7684\u54c8\u5e0c\u8868\u52a0\u961f\u5217\u662f\u66f4\u76f4\u63a5\u7684\u65b9\u6848\u3002<\/li><li data-sourcepos=\"54:5-54:60\">\u5982\u679c\u53ea\u5173\u5fc3\u8ba1\u6570\u800c\u4e0d\u662f\u5177\u4f53\u4ea4\u6613\uff0c\u53ef\u4ee5\u4f7f\u7528\u66f4\u8f7b\u91cf\u7ea7\u7684\u8ba1\u6570\u5668\uff0c\u4f8b\u5982\u5728\u56fa\u5b9a\u65f6\u95f4\u95f4\u9694\u5185\u66f4\u65b0\u8ba1\u6570\uff0c\u800c\u4e0d\u662f\u6bcf\u4e2a\u4ea4\u6613\u90fd\u66f4\u65b0\u3002<\/li><li data-sourcepos=\"55:5-56:0\">\u5bf9\u4e8e\u5b9e\u65f6\u6d41\u5904\u7406\uff0c\u53ef\u4ee5\u4f7f\u7528<strong>\u7a97\u53e3\u51fd\u6570<\/strong>\uff08\u5982\u5728Flink\u6216Spark Streaming\u4e2d\uff09\u6765\u81ea\u52a8\u7ba1\u7406\u6ed1\u52a8\u7a97\u53e3\u548c\u8ba1\u6570\u3002<\/li><\/ul><\/li><\/ol><p data-sourcepos=\"57:1-57:143\">\u73b0\u573a\u5199\u4ee3\u7801\u7684\u65f6\u5019\uff0c\u5019\u9009\u4eba\u9700\u8981\u5c3d\u91cf\u628a\u53d8\u91cf\u540d\u548c\u51fd\u6570\u540d\u53d6\u5f97\u6e05\u6670\u6613\u61c2\uff0c\u5e76\u4e14\u8fb9\u5199\u8fb9\u8ddf\u9762\u8bd5\u5b98\u89e3\u91ca\u903b\u8f91\uff0c\u5f3a\u8c03\u4e86<strong>\u8fb9\u754c\u6761\u4ef6\u7684\u5904\u7406<\/strong>\uff08\u4f8b\u5982\uff0c\u7528\u6237\u7b2c\u4e00\u6b21\u4ea4\u6613\u3001\u7a97\u53e3\u5185\u4ea4\u6613\u6570\u4e0d\u8db3\u4ee5\u8ba1\u7b97\u5e73\u5747\u503c\u7b49\uff09\uff0c\u9700\u8981\u7279\u522b\u63d0\u5230\u4e3a\u4e86\u6548\u7387\uff0c\u6211\u4eec\u4e0d\u5e94\u8be5\u6bcf\u6b21\u90fd\u904d\u5386\u6574\u4e2a\u961f\u5217\uff0c\u800c\u5e94\u8be5\u5229\u7528\u53cc\u7aef\u961f\u5217\u7684\u7279\u6027\uff0c\u5728\u7a97\u53e3\u6ed1\u52a8\u65f6\u53ea\u79fb\u9664\u961f\u5934\u8fc7\u671f\u7684\u5143\u7d20\u3002<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-61cb8578 e-flex e-con-boxed e-con e-parent\" data-id=\"61cb8578\" data-element_type=\"container\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-48fb152d e-con-full e-flex e-con e-child\" data-id=\"48fb152d\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-16b883e8 elementor-widget elementor-widget-heading\" data-id=\"16b883e8\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">\u5317\u7f8e\u79d1\u6280\u516c\u53f8\u9762\u8bd5\u7ecf\u9a8c<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-7e7917f6 e-con-full e-flex e-con e-child\" data-id=\"7e7917f6\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3984d4bb elementor-widget elementor-widget-heading\" data-id=\"3984d4bb\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/csoasupport.com\/zh_hk\/amazon-interview\/\">1.\u4e9a\u9a6c\u900a\u9762\u7ecf\uff08Amazon Interview Experience\uff09<\/a><\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-76b91b8a elementor-widget elementor-widget-heading\" data-id=\"76b91b8a\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/csoasupport.com\/zh_hk\/google-interview\/\">2.\u8c37\u6b4c\u9762\u7ecf\uff08Google Interview Experience\uff09<\/a><\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-54889c4 elementor-widget elementor-widget-heading\" data-id=\"54889c4\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/csoasupport.com\/zh_hk\/meta-interview\/\">3.\u8138\u4e66\u9762\u7ecf\uff08Meta Interview Experience\uff09<\/a><\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2d085970 elementor-widget elementor-widget-heading\" data-id=\"2d085970\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/csoasupport.com\/zh_hk\/oracle-interview\/\">4.\u7532\u9aa8\u6587\u9762\u7ecf\uff08Oracle Interview Experience\uff09<\/a><\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-16ee4bf1 elementor-widget elementor-widget-heading\" data-id=\"16ee4bf1\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/csoasupport.com\/zh_hk\/netflix-interview\/\">5.\u5948\u98de\u9762\u7ecf\uff08Netflix Interview Experience\uff09<\/a><\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7d36ef2f elementor-widget elementor-widget-heading\" data-id=\"7d36ef2f\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/csoasupport.com\/zh_hk\/twitter-interview\/\">6.\u63a8\u7279\u9762\u7ecf\uff08Twitter Interview Experience\uff09<\/a><\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4735defe elementor-widget elementor-widget-heading\" data-id=\"4735defe\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/csoasupport.com\/zh_hk\/tesla-interview\/\">7.\u7279\u65af\u62c9\u9762\u7ecf\uff08Tesla Interview Experience\uff09<\/a><\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3e42d033 elementor-widget elementor-widget-heading\" data-id=\"3e42d033\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/csoasupport.com\/zh_hk\/tiktok-interview\/\">8.\u5b57\u8282\u8df3\u52a8\u9762\u7ecf\uff08TikTok Interview Experience\uff09<\/a><\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-43847bb7 elementor-widget elementor-widget-heading\" data-id=\"43847bb7\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/csoasupport.com\/zh_hk\/linkedin-interview\/\">9.\u9886\u82f1\u9762\u7ecf\uff08Linkedin Interview Experience\uff09<\/a><\/p>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3826cee elementor-widget elementor-widget-heading\" data-id=\"3826cee\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<p class=\"elementor-heading-title elementor-size-default\"><a href=\"https:\/\/csoasupport.com\/zh_hk\/apple-interview\/\">10.\u82f9\u679c\u9762\u7ecf\uff08Apple Interview 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