{"id":33616,"date":"2025-04-28T10:05:26","date_gmt":"2025-04-28T02:05:26","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/33616.html"},"modified":"2025-04-28T10:05:26","modified_gmt":"2025-04-28T02:05:26","slug":"%e7%89%b9%e6%ae%8a%e5%ad%97%e7%ac%a6%e6%9c%8d%e5%8a%a1%e5%99%a8%e6%80%a7%e8%83%bd%e4%bc%98%e5%8c%96%ef%bc%9a%e4%bb%8e%e7%a1%ac%e4%bb%b6%e5%88%b0ai%e7%9a%84%e5%85%a8%e6%a0%88%e8%b0%83%e4%bc%98","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/33616.html","title":{"rendered":"[\u7279\u6b8a\u5b57\u7b26]\u670d\u52a1\u5668\u6027\u80fd\u4f18\u5316\uff1a\u4ece\u786c\u4ef6\u5230AI\u7684\u5168\u6808\u8c03\u4f18\u6307\u5357"},"content":{"rendered":"

\u00a0🖥\ufe0f \u786c\u4ef6\u5c42：\u7b97\u529b\u4e0e\u5b58\u50a8\u7684（\u9ec4\u91d1\u4e09\u89d2） 1. CPU\u4e0e\u5185\u5b58\u534f\u540c\u4f18\u5316 \u00a0 \u00a0\u2022 \u591a\u6838\u8c03\u5ea6\u7b56\u7565：AMD EPYC 9754\u7b49\u9ad8\u9891CPU\u914d\u5408DDR5\u5185\u5b58，\u5b9e\u6d4b4\u6838\u670d\u52a1\u5668\u53ef\u627f\u8f7d50\u5e76\u53d1\/300TPS\u8ba2\u5355\u4e1a\u52a1，CPU\u4f7f\u7528\u7387\u9700\u538b\u81f375%\u4ee5\u4e0b\u3002\u901a\u8fc7NUMA\u7ed1\u6838\u51cf\u5c11\u8de8\u8282\u70b9\u5185\u5b58\u8bbf\u95ee，\u5ef6\u8fdf\u964d\u4f4e30%\u3002 \u00a0 \u00a0 \u00a0\u2022 \u4e09\u7ea7\u5b58\u50a8\u67b6\u6784：\u67d0\u7535\u5546\u5e73\u53f0\u91c7\u7528"\u5185\u5b58\u7f13\u5b58+NVMe SSD\u70ed\u6570\u636e+HDD\u51b7\u6570\u636e"\u65b9\u6848，\u6570\u636e\u5e93\u54cd\u5e94\u65f6\u95f4\u4ece500ms\u964d\u81f3300ms，\u6210\u672c\u8282\u770140%\u3002 \u00a0<\/p>\n

2. \u6563\u70ed\u4e0e\u5197\u4f59\u9769\u547d \u00a0 \u00a0\u2022 \u6db2\u51b7\u6280\u672f：\u6db2\u51b7\u673a\u67dc\u5c06\u6570\u636e\u4e2d\u5fc3PUE\u538b\u81f31.1\u4ee5\u4e0b，\u907f\u514d\u8fc7\u70ed\u5bfc\u81f4\u7684CPU\u964d\u9891\u3002 \u00a0 \u00a0 \u00a0\u2022 \u53cc\u6d3b\u7535\u6e90：\u67d0\u91d1\u878d\u7cfb\u7edf\u901a\u8fc7UPS+\u5197\u4f59\u7535\u6e90\u8bbe\u8ba1，\u5e74\u5b95\u673a\u65f6\u95f4<5\u5206\u949f\u3002 \u00a0<\/p>\n

\u2699\ufe0f \u7cfb\u7edf\u5c42：\u5185\u6838\u53c2\u6570\u7684\u300c\u5fae\u624b\u672f\u5200\u300d\u00a0\u00a0 1. CPU\/\u5185\u5b58\u7cbe\u7ec6\u5316\u8c03\u63a7 \u00a0<\/p>\n

```bash \u00a0
\n\u00a0 \u00a0# \u542f\u7528\u9ad8\u6027\u80fd\u6a21\u5f0f \u00a0
\n\u00a0 \u00a0echo "performance" > \/sys\/devices\/system\/cpu\/cpu*\/cpufreq\/scaling_governor \u00a0
\n\u00a0 \u00a0# \u6291\u5236\u5185\u5b58\u4ea4\u6362 \u00a0
\n\u00a0 \u00a0sysctl -w vm.swappiness=5 \u00a0
\n\u00a0 \u00a0``` <\/p>\n

\u00a0\u00a0 \u00a0 \u00a0\u901a\u8fc7CFS\u8c03\u5ea6\u5668\u4f18\u5316，\u4e2d\u65ad\u54cd\u5e94\u65f6\u95f4\u538b\u7f29\u81f3\u5fae\u79d2\u7ea7\u3002 \u00a0<\/p>\n

2. \u6587\u4ef6\u7cfb\u7edf\u4e0eI\/O\u52a0\u901f \u00a0 \u00a0\u2022 XFS\u6587\u4ef6\u7cfb\u7edf\u542f\u7528`nobarrier`\u9009\u9879，\u65e5\u5fd7\u5199\u5165\u6027\u80fd\u63d0\u534730% \u00a0 \u00a0 \u00a0\u2022 libaio\u5f02\u6b65I\/O\u65b9\u6848\u5b9e\u73b0\u5355\u7ebf\u7a0b10\u4e07\u5e76\u53d1\u8bf7\u6c42\u5904\u7406，\u9002\u5408\u9ad8\u541e\u5410\u573a\u666f\u3002 \u00a0<\/p>\n

🗃\ufe0f \u6570\u636e\u5e93\u5c42：\u4ece\u7d22\u5f15\u5230\u67b6\u6784\u7684\u300c\u4e09\u7ea7\u8dc3\u8fc1\u300d 1. \u67e5\u8be2\u4f18\u5316 \u00a0 \u00a0\u2022 \u8054\u5408\u7d22\u5f15\u7b56\u7565\u4f7f\u67e5\u8be2\u8017\u65f6\u964d\u4f4e85%，\u788e\u7247\u6e05\u7406\u5468\u671f\u7f29\u77ed50% \u00a0 \u00a0 \u00a0\u2022 TiDB\u5206\u5e93\u5206\u8868\u65b9\u6848\u5728\u4ebf\u7ea7\u6570\u636e\u573a\u666f\u4e0b，\u6df7\u5408\u8d1f\u8f7d\u6027\u80fd\u63d0\u534770%\u3002 \u00a0<\/p>\n

2. \u7f13\u5b58\u4e0e\u5f02\u6b65\u9769\u65b0 \u00a0 \u00a0\u2022 Redis\u7f13\u5b58\u70ed\u70b9\u6570\u636e\u540e，\u67d0\u793e\u4ea4\u5e73\u53f0\u6570\u636e\u5e93\u538b\u529b\u964d\u4f4e50% \u00a0 \u00a0 \u00a0\u2022 Kafka\u6d88\u606f\u961f\u5217\u5b9e\u73b0\u5f02\u6b65\u524a\u5cf0，\u652f\u4ed8\u7cfb\u7edf\u6545\u969c\u6062\u590d\u65f6\u95f4\u538b\u81f330\u79d2\u3002 \u00a0<\/p>\n

🌐 \u7f51\u7edc\u5c42：\u4f20\u8f93\u534f\u8bae\u7684\u300c\u65f6\u7a7a\u6298\u53e0\u672f\u300d 1. \u5168\u7403\u52a0\u901f\u4f53\u7cfb \u00a0 \u00a0\u2022 CDN\u8fb9\u7f18\u8282\u70b9\u4f7f\u9759\u6001\u8d44\u6e90\u52a0\u8f7d\u901f\u5ea6\u63d0\u534750%，\u67d0\u8d44\u8baf\u7f51\u7ad9\u56fe\u7247\u52a0\u8f7d\u5ef6\u8fdf\u964d\u4f4e60% \u00a0 \u00a0 \u00a0\u2022 HTTP\/2\u591a\u8def\u590d\u7528+\u5934\u90e8\u538b\u7f29，\u6570\u636e\u4f20\u8f93\u91cf\u51cf\u5c1130%\u3002 \u00a0<\/p>\n

2. \u5b89\u5168\u4e0e\u5e26\u5bbd\u535a\u5f08 \u00a0 \u00a0\u2022 Nginx\u53cd\u5411\u4ee3\u7406\u5b9e\u73b0QPS\u4ece300\u8dc3\u5347\u81f32400 \u00a0 \u00a0 \u00a0\u2022 IP\u767d\u540d\u5355\u673a\u5236\u62e6\u622a98%\u6076\u610f\u8bf7\u6c42，\u6e38\u620f\u5e73\u53f0DDoS\u9632\u5fa1\u6548\u7387\u7ffb\u500d\u3002 \u00a0<\/p>\n

📊 \u76d1\u63a7\u4f53\u7cfb：\u6570\u636e\u9a71\u52a8\u7684\u300c\u6027\u80fd\u7f57\u76d8\u300d<\/p>\n\n\n\n\n\n\n
\u5de5\u5177\u94fe<\/td>\n\u6838\u5fc3\u80fd\u529b<\/td>\n\u5178\u578b\u573a\u666f<\/td>\n<\/tr>\n
Prometheus+Grafana<\/td>\n\u957f\u671f\u8d8b\u52bf\u53ef\u89c6\u5316<\/td>\n\u9884\u8b66\u5e26\u5bbd\u5229\u7528\u7387\u7a81\u783480%\u9608\u503c<\/td>\n<\/tr>\n
htop<\/td>\n\u5b9e\u65f6CPU\/\u5185\u5b58\u8d1f\u8f7d\u70ed\u529b\u56fe<\/td>\n\u53d1\u73b04\u6838\u8d85\u8f7d\u540e\u89e6\u53d1\u6269\u5bb9<\/td>\n<\/tr>\n
iostat \u00a0<\/td>\n\u78c1\u76d8%util\u6307\u6807\u76d1\u63a7（\u9700<70%）<\/td>\n\u5b9a\u4f4dSSD\u5199\u5165\u74f6\u9888<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\u81ea\u52a8\u5316\u5b9e\u8df5：ELK\u65e5\u5fd7\u5206\u6790\u4f7f\u6545\u969c\u5b9a\u4f4d\u6548\u7387\u63d0\u534760%，\u6df7\u6c8c\u6d4b\u8bd5\u6a21\u62df0.1%-30%\u7f51\u7edc\u4e22\u5305\u9a8c\u8bc1\u5bb9\u9519\u80fd\u529b\u3002 \u00a0<\/p>\n

🚀 \u524d\u6cbf\u6280\u672f：\u91cf\u5b50\u4e0e\u8fb9\u7f18\u8ba1\u7b97\u7684\u300c\u6b21\u4e16\u4ee3\u6218\u573a\u300d 1. \u91cf\u5b50-\u7ecf\u5178\u6df7\u5408\u67b6\u6784\u00a0 \u00a0 \u00a0\u2022 D-Wave\u91cf\u5b50\u9000\u706b\u7b97\u6cd5\u4f18\u5316\u7269\u6d41\u8def\u5f84，\u8fd0\u8f93\u6210\u672c\u964d\u4f4e22% \u00a0 \u00a0 \u00a0\u2022 NTRU\u6297\u91cf\u5b50\u52a0\u5bc6\u7b97\u6cd5\u5bc6\u94a5\u957f\u5ea6\u51cf\u534a，\u52a0\u89e3\u5bc6\u901f\u5ea6\u63d0\u53473\u500d\u3002 \u00a0<\/p>\n

2. \u8fb9\u7f18AI\u63a8\u7406\u9769\u547d\u00a0\u00a0 \u00a0 \u00a0\u2022 \u8c37\u6b4c\u7b2c\u4e03\u4ee3TPU\u5b9e\u73b0\u5343\u4ebf\u53c2\u6570\u6a21\u578b\u5b9e\u65f6\u63a8\u7406，\u533b\u7597\u5f71\u50cf\u5206\u6790\u6548\u7387\u63d0\u53478\u500d \u00a0 \u00a0 \u00a0\u2022 5G\u8fb9\u7f18\u8282\u70b9\u90e8\u7f72\u8f7b\u91cf\u5316\u670d\u52a1\u5668，\u5de5\u4e1a\u7269\u8054\u7f51\u54cd\u5e94\u5ef6\u8fdf\u538b\u81f31ms\u3002 \u00a0<\/p>\n

\u4f18\u5316\u6548\u679c\u5168\u666f\u56fe<\/p>\n\n\n\n\n\n\n
\u6307\u6807<\/td>\n\u4f18\u5316\u524d<\/td>\n\u4f18\u5316\u540e<\/td>\n\u6280\u672f\u624b\u6bb5<\/td>\n<\/tr>\n
CPU\u4f7f\u7528\u7387<\/td>\n85%<\/td>\n60%<\/td>\nNUMA\u7ed1\u6838+CFS\u8c03\u5ea6<\/td>\n<\/tr>\n
\u9875\u9762\u52a0\u8f7d\u65f6\u95f4<\/td>\n3s<\/td>\n1.5s<\/td>\nHTTP\/2+Redis\u7f13\u5b58<\/td>\n<\/tr>\n
\u6570\u636e\u5e93\u54cd\u5e94\u65f6\u95f4<\/td>\n500ms<\/td>\n300ms<\/td>\nTiDB\u5206\u5e93\u5206\u8868<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

\"\"<\/p>\n","protected":false},"excerpt":{"rendered":"

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