{"id":1068,"date":"2025-08-10T19:09:52","date_gmt":"2025-08-10T11:09:52","guid":{"rendered":"http:\/\/101.43.65.133:8899\/?p=1068"},"modified":"2025-08-10T19:33:35","modified_gmt":"2025-08-10T11:33:35","slug":"github-aweson-awesome-scalability","status":"publish","type":"post","link":"http:\/\/101.43.65.133:8899\/?p=1068","title":{"rendered":"Github | Aweson awesome-Scalability"},"content":{"rendered":"
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https:\/\/github.com\/binhnguyennus\/awesome-scalability<\/a><\/p>\n\n\n\n

\"\"<\/figure>\n\n\n\n

\u4e00\u4efd\u7ecf\u8fc7\u66f4\u65b0\u548c\u6574\u7406\u7684\u9605\u8bfb\u6e05\u5355\uff0c\u65e8\u5728\u9610\u91ca\u53ef\u6269\u5c55\u3001\u53ef\u9760\u4e14\u9ad8\u6027\u80fd\u7684\u5927\u578b\u7cfb\u7edf\u6240\u5177\u5907\u7684\u6a21\u5f0f\u3002\u76f8\u5173\u6982\u5ff5\u7531\u77e5\u540d\u5de5\u7a0b\u5e08\u7684\u6587\u7ae0\u53ca\u53ef\u9760\u53c2\u8003\u6587\u732e\u8fdb\u884c\u89e3\u8bfb\uff0c\u6848\u4f8b\u7814\u7a76\u5219\u53d6\u6750\u4e8e\u90a3\u4e9b\u7ecf\u8fc7\u5b9e\u6218\u68c0\u9a8c\u3001\u670d\u52a1\u7740\u6570\u767e\u4e07\u81f3\u6570\u5341\u4ebf\u7528\u6237\u7684\u7cfb\u7edf\u3002<\/p>\n\n\n\n

An updated and organized reading list for illustrating the patterns of scalable, reliable, and performant large-scale systems. Concepts are explained in the articles of prominent engineers and credible references. Case studies are taken from battle-tested systems that serve millions to billions of users.<\/p>\n\n\n\n

If your system goes slow<\/h4>\n\n\n\n

\u7406\u89e3\u4f60\u7684\u95ee\u9898\uff1a\u901a\u8fc7\u56de\u987e\u4e00\u4e9b\u8bbe\u8ba1\u539f\u5219\uff0c\u5e76\u4e86\u89e3\u79d1\u6280\u516c\u53f8\u662f\u5982\u4f55\u89e3\u51b3\u6269\u5c55\u6027\u95ee\u9898\uff08\u5355\u4e2a\u7528\u6237\u5f88\u5feb\u4f46\u9ad8\u8d1f\u8f7d\u4e0b\u5f88\u6162\uff09\u6216\u6027\u80fd\u95ee\u9898\uff08\u5355\u4e2a\u7528\u6237\u5f88\u6162\uff09\u3002\u201c\u667a\u80fd\u201d \u90e8\u5206\u4e13\u4e3a\u90a3\u4e9b\u5728\u5927\u89c4\u6a21\u6570\u636e\u548c\u6df1\u5ea6\uff08\u5b66\u4e60\uff09\u9886\u57df\u4ece\u4e8b\u6570\u636e\u4e0e\u673a\u5668\u5b66\u4e60\u5de5\u4f5c\u7684\u4eba\u800c\u8bbe\u3002<\/a><\/p>\n\n\n\n

Understand your problems: scalability problem (fast for a single user but slow under heavy load) or performance problem (slow for a single user) by reviewing some design principles<\/a> and checking how scalability<\/a> and performance<\/a> problems are solved at tech companies. The section of intelligence<\/a> are created for those who work with data and machine learning at big (data) and deep (learning) scale.<\/p>\n\n\n\n

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If your system goes down<\/h4>\n\n\n\n

\u201c\u5373\u4fbf\u6709\u4e00\u5929\u4f60\u5931\u53bb\u4e86\u4e00\u5207\uff0c\u53ea\u8981\u4fdd\u6301\u51b7\u9759\uff0c\u5c31\u80fd\u91cd\u65b0\u5efa\u7acb\u6240\u6709\uff01\u201d\u2014\u2014 \u4f18\u6b65\u524d\u9996\u5e2d\u6280\u672f\u5b98\u6bb5\u4f1f\u7ea2\uff08Thuan Pham\uff09\u5982\u662f\u8bf4\u3002\u6240\u4ee5\uff0c\u4fdd\u6301\u51b7\u9759\uff0c\u65f6\u523b\u91cd\u89c6\u53ef\u7528\u6027\u4e0e\u7a33\u5b9a\u6027\u95ee\u9898\uff01<\/a><\/p>\n\n\n\n

“Even if you lose all one day, you can build all over again if you retain your calm!” – Thuan Pham, former CTO of Uber. So, keep calm and mind the availability<\/a> and stability<\/a> matters!<\/p>\n\n\n\n

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If you are having a system design interview<\/h4>\n\n\n\n

\u5728\u767d\u677f\u4e0a\u8bbe\u8ba1\u7cfb\u7edf\u4e4b\u524d\uff0c\u5148\u770b\u770b\u4e00\u4e9b\u9762\u8bd5\u7b14\u8bb0\u548c\u5e26\u6709\u5b8c\u6574\u56fe\u8868\u7684\u771f\u5b9e\u67b6\u6784\uff0c\u4ee5\u5f62\u6210\u5168\u9762\u7684\u8ba4\u8bc6\u3002\u4f60\u53ef\u4ee5\u67e5\u770b\u4e00\u4e9b\u79d1\u6280\u5de8\u5934\u516c\u53f8\u5de5\u7a0b\u5e08\u7684\u6f14\u8bb2\uff0c\u4e86\u89e3\u4ed6\u4eec\u662f\u5982\u4f55\u6784\u5efa\u3001\u6269\u5c55\u548c\u4f18\u5316\u7cfb\u7edf\u7684\u3002\u795d\u4f60\u597d\u8fd0\uff01<\/p>\n\n\n\n

Look at some interview notes<\/a> and real-world architectures with completed diagrams<\/a> to get a comprehensive view before designing your system on whiteboard. You can check some talks<\/a> of engineers from tech giants to know how they build, scale, and optimize their systems. Good luck!<\/p>\n\n\n\n

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If you are building your dream team<\/h4>\n\n\n\n

\u56e2\u961f\u6269\u5bb9\u7684\u76ee\u6807\u5e76\u975e\u6269\u5927\u56e2\u961f\u89c4\u6a21\uff0c\u800c\u662f\u63d0\u5347\u56e2\u961f\u7684\u4ea7\u51fa\u4e0e\u4ef7\u503c\u3002\u5728 \u201c\u7ec4\u7ec7\u201d \u7ae0\u8282\u4e2d\uff0c\u4f60\u53ef\u4ee5\u4e86\u89e3\u5230\u79d1\u6280\u516c\u53f8\u662f\u5982\u4f55\u4ece\u62db\u8058\u3001\u7ba1\u7406\u3001\u7ec4\u7ec7\u67b6\u6784\u3001\u6587\u5316\u53ca\u6c9f\u901a\u7b49\u591a\u4e2a\u65b9\u9762\u5b9e\u73b0\u8fd9\u4e00\u76ee\u6807\u7684\u3002<\/p>\n\n\n\n

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The goal of scaling team is not growing team size but increasing team output and value. You can find out how tech companies reach that goal in various aspects: hiring, management, organization, culture, and communication in the organization<\/a> section.<\/p>\n\n\n\n

Content<\/a><\/h2>\n\n\n\n