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{"id":35507,"date":"2026-10-29T16:16:00","date_gmt":"2026-10-29T08:16:00","guid":{"rendered":"https:\/\/www.simcentric.com\/uncategorized-tc\/how-to-locate-the-process-that-saturates-memory-bandwidth\/"},"modified":"2026-10-29T16:20:09","modified_gmt":"2026-10-29T08:20:09","slug":"how-to-locate-the-process-that-saturates-memory-bandwidth","status":"publish","type":"post","link":"https:\/\/www.simcentric.com\/tc\/hong-kong-dedicated-server-tc\/how-to-locate-the-process-that-saturates-memory-bandwidth\/","title":{"rendered":"\u5982\u4f55\u5b9a\u4f4d\u5c0e\u81f4\u8a18\u61b6\u9ad4\u983b\u5bec\u98fd\u548c\u7684\u7a0b\u5e8f"},"content":{"rendered":"<p>\u5728 Linux \u4e0a\uff0c\u53ef\u4ee5\u4f7f\u7528 perf\u3001pidstat \u6216 sar \u7b49\u6548\u80fd\u76e3\u63a7\u5de5\u5177\u4f86\u6e2c\u91cf\u55ae\u4e00\u7a0b\u5e8f\u7684\u8a18\u61b6\u9ad4\u983b\u5bec\u3002CPU \u548c\u78c1\u789f\u98fd\u548c\u901a\u5e38\u80fd\u5728 top \u548c iostat \u4e2d\u76f4\u63a5\u770b\u51fa\u4f86\uff0c\u800c\u8a18\u61b6\u9ad4\u983b\u5bec\u98fd\u548c\u537b\u4e0d\u662f\u5982\u6b64\u3002\u5b83\u5f80\u5f80\u96b1\u85cf\u5728\u770b\u4f3c\u5065\u5eb7\u7684 CPU \u9592\u7f6e\u7387\u80cc\u5f8c\uff0c\u751a\u81f3\u53ef\u80fd\u5728\u4e00\u53f0 <a href=\"https:\/\/www.simcentric.com\/tc\/hong-kong-dedicated-server-tc\/boost-hong-kong-linux-server-network-perf-with-kernel-tweaks\/\" target=\"_blank\" rel=\"noopener\">Linux \u4f3a\u670d\u5668<\/a>\u4e0a\u6301\u7e8c\u6578\u6708\u800c\u6c92\u6709\u660e\u986f\u539f\u56e0\u3002\u8acb\u8a18\u4f4f\uff0ctop \u548c ps \u56de\u5831\u7684\u662f\u8a18\u61b6\u9ad4\u4f7f\u7528\u91cf\uff0c\u800c\u4e0d\u662f\u8a18\u61b6\u9ad4\u541e\u5410\u91cf\u3002\u82e5\u8981\u627e\u51fa\u7a76\u7adf\u662f\u54ea\u500b\u7a0b\u5e8f\u5c64\u7d1a\u7684\u8ca0\u8f09\u8b93<a href=\"https:\/\/www.simcentric.com\/tc\/products\/dedicated-server-hk\/\" target=\"_blank\" rel=\"noopener\">\u8a18\u61b6\u9ad4\u983b\u5bec<\/a>\u9577\u671f\u8655\u65bc\u98fd\u548c\u72c0\u614b\uff0c\u4f60\u9700\u8981\u4e00\u5957\u5c08\u9580\u7684\u6e2c\u91cf\u65b9\u6cd5\u3002\u672c\u6587\u5c07\u63d0\u4f9b\u4e00\u5957\u5faa\u5e8f\u6f38\u9032\u7684\u6392\u67e5\u6d41\u7a0b\uff0c\u5305\u62ec\u6307\u4ee4\u4f7f\u7528\u65b9\u6cd5\u8207\u7d50\u679c\u89e3\u8b80\uff0c\u5e6b\u52a9\u7cfb\u7d71\u7ba1\u7406\u54e1\u8207 DevOps \u5de5\u7a0b\u5e2b\u5728\u4efb\u4f55\u4f3a\u670d\u5668\u4e0a\u9396\u5b9a\u5143\u5147\u3001\u5b8c\u6210\u9a57\u8b49\uff0c\u4e26\u5728\u5f8c\u7e8c\u6301\u7e8c\u7dad\u6301\u4f3a\u670d\u5668\u5065\u5eb7\u3002<\/p>\n<h2><strong>\u70ba\u4ec0\u9ebc\u8a18\u61b6\u9ad4\u983b\u5bec\u5c0d\u4f3a\u670d\u5668\u5982\u6b64\u91cd\u8981<\/strong><\/h2>\n<p>\u7576 CPU \u4f7f\u7528\u7387\u4f4e\u65bc\u9810\u671f\uff0c\u537b\u51fa\u73fe\u56de\u61c9\u6642\u9593\u4e0a\u5347\u8207\u67e5\u8a62\u5ef6\u9072\u589e\u52a0\u6642\uff0c\u9019\u5f80\u5f80\u662f\u67d0\u500b\u7a0b\u5e8f\u9020\u6210\u8a18\u61b6\u9ad4\u983b\u5bec\u98fd\u548c\u7684\u5178\u578b\u8a0a\u865f\u3002\u5728 Linux \u4f3a\u670d\u5668\u4e0a\uff0c\u9019\u7a2e\u73fe\u8c61\u53ef\u80fd\u6301\u7e8c\u6578\u6708\u3002CPU \u770b\u4f3c\u9592\u7f6e\uff0c\u4f46\u6bcf\u4e00\u500b\u8acb\u6c42\u90fd\u8981\u7b49\u5f85\u66f4\u4e45\u3002\u5728\u8a8d\u5b9a\u767c\u751f\u4e86\u983b\u5bec\u98fd\u548c\u4e4b\u524d\uff0c\u4f60\u9996\u5148\u9700\u8981\u4e00\u500b\u53c3\u8003\u57fa\u6e96\u3002<\/p>\n<h3>\u98fd\u548c\u7684\u5178\u578b\u75c7\u72c0<\/h3>\n<p>\u5982\u679c\u4e00\u500b\u9ad8\u57f7\u884c\u7dd2\u6578\u7684\u8ca0\u8f09\u7121\u6cd5\u96a8\u8457\u6838\u5fc3\u6578\u589e\u52a0\u800c\u7e7c\u7e8c\u64f4\u5c55\uff0c\u90a3\u9ebc\u5b83\u5f88\u53ef\u80fd\u5df2\u7d93\u8017\u76e1\u4e86\u5168\u90e8\u53ef\u7528\u7684\u8a18\u61b6\u9ad4\u983b\u5bec\u3002\u7e7c\u7e8c\u589e\u52a0\u57f7\u884c\u7dd2\u4e0d\u6703\u5e36\u4f86\u6536\u76ca\uff0c\u53cd\u800c\u6703\u8b93\u5ef6\u9072\u6301\u7e8c\u4e0a\u5347\u3002STREAM \u57fa\u6e96\u6e2c\u8a66\u80fd\u63d0\u4f9b\u7bc0\u9ede\u5c64\u7d1a\u7684\u53c3\u8003\u503c\uff0c\u8b93\u4f60\u53ef\u4ee5\u628a\u5be6\u6e2c\u541e\u5410\u91cf\u8207\u5df2\u77e5\u57fa\u7dda\u9032\u884c\u6bd4\u8f03\uff0c\u800c\u4e0d\u662f\u6191\u611f\u89ba\u5224\u65b7\u3002\u56e0\u6b64\uff0c\u5728\u6b63\u5f0f\u6392\u67e5\u4e4b\u524d\uff0c\u61c9\u5148\u5728 Linux \u4e3b\u6a5f\u4e0a\u57f7\u884c\u8a72\u57fa\u6e96\u6e2c\u8a66\u3002<\/p>\n<h3>\u8a18\u61b6\u9ad4\u4f7f\u7528\u91cf\u8207\u8a18\u61b6\u9ad4\u983b\u5bec\u7684\u5dee\u7570<\/h3>\n<p>top \u548c ps \u9019\u985e\u5de5\u5177\u56de\u5831\u7684\u662f\u8a18\u61b6\u9ad4\u4f7f\u7528\u91cf\uff0c\u4e5f\u5c31\u662f\u4e00\u500b\u7a0b\u5e8f\u5360\u7528\u4e86\u591a\u5c11\u8a18\u61b6\u9ad4\uff0c\u800c\u4e0d\u662f\u5b83\u4ee5\u591a\u5feb\u7684\u901f\u5ea6\u642c\u79fb\u8cc7\u6599\u3002\u6b63\u56e0\u5982\u6b64\uff0c\u5728 Linux \u4e0a\u6309\u7a0b\u5e8f\u7d71\u8a08\u983b\u5bec\u59cb\u7d42\u662f\u4e00\u500b\u516c\u8a8d\u7684\u76e3\u63a7\u96e3\u984c\u3002\u4f3a\u670d\u5668\u986f\u793a\u8f03\u9ad8\u7684\u8a18\u61b6\u9ad4\u4f7f\u7528\u7387\uff0c\u53ea\u80fd\u8aaa\u660e\u67d0\u500b\u7a0b\u5e8f\u4fdd\u7559\u4e86\u8f03\u591a\u9801\u9762\uff0c\u4e26\u4e0d\u80fd\u8aaa\u660e\u5b83\u6b63\u5728\u9ad8\u901f\u79fb\u52d5\u8cc7\u6599\u3002<\/p>\n<p>\u4f60\u9700\u8981\u7d50\u5408\u8a18\u61b6\u9ad4\u4f7f\u7528\u7387\u3001\u8a18\u61b6\u9ad4\u5360\u7528\u7387\u4ee5\u53ca CPU \u548c\u8a18\u61b6\u9ad4\u4f7f\u7528\u60c5\u6cc1\u4e00\u8d77\u89c0\u5bdf\u3002\u4e00\u500b\u8a18\u61b6\u9ad4\u5360\u7528\u5f88\u5927\u7684\u7a0b\u5e8f\u53ef\u80fd\u5be6\u969b\u4e0a\u8655\u65bc\u9592\u7f6e\u72c0\u614b\uff0c\u800c\u53e6\u4e00\u500b\u5360\u7528\u4e0d\u5927\u7684\u7a0b\u5e8f\u537b\u53ef\u80fd\u5728\u6301\u7e8c\u4e32\u6d41\u8655\u7406\u8cc7\u6599\uff0c\u4e26\u9020\u6210\u771f\u6b63\u7684\u8a18\u61b6\u9ad4\u58d3\u529b\u3002\u61c9\u7576\u628a\u57f7\u884c\u4e2d\u7684\u7a0b\u5e8f\u548c\u4f3a\u670d\u5668\u7a0b\u5e8f\u653e\u5728\u7cfb\u7d71\u8a18\u61b6\u9ad4\u5bb9\u91cf\u7684\u80cc\u666f\u4e0b\u9032\u884c\u5206\u6790\uff0c\u540c\u6642\u5c07 I\/O \u983b\u5bec\u5206\u958b\u6bd4\u8f03\u3002\u50c5\u9760\u4f3a\u670d\u5668\u8a18\u61b6\u9ad4\u4f7f\u7528\u91cf\uff0c\u7121\u6cd5\u56de\u7b54\u771f\u6b63\u7684\u554f\u984c\u3002\u5728\u7e41\u5fd9\u7684\u4f3a\u670d\u5668\u4e0a\uff0c\u61c9\u5728\u696d\u52d9\u9ad8\u5cf0\u6642\u5c0d\u9019\u4e9b\u8a08\u6578\u5668\u53d6\u6a23\uff0c\u800c\u4e0d\u662f\u5728\u9592\u7f6e\u6642\u53d6\u6a23\u3002\u9019\u7a2e\u5340\u5206\u53ef\u4ee5\u907f\u514d\u4f3a\u670d\u5668\u6548\u80fd\u5206\u6790\u5f97\u51fa\u932f\u8aa4\u7d50\u8ad6\u3002<\/p>\n<h2><strong>Linux \u5de5\u5177\u6e05\u55ae\u8207\u5b89\u88dd<\/strong><\/h2>\n<h3>\u5de5\u5177\u9069\u7528\u6027\u8207\u9078\u64c7<\/h3>\n<p>\u6bcf\u4e00\u7a2e\u5de5\u5177\u56de\u7b54\u7684\u554f\u984c\u90fd\u4e0d\u540c\uff0c\u56e0\u6b64\u9078\u64c7\u5de5\u5177\u6642\u61c9\u770b\u5206\u6790\u6df1\u5ea6\uff0c\u800c\u4e0d\u662f\u6191\u4f7f\u7528\u7fd2\u6163\u3002perf \u80fd\u63d0\u4f9b\u6df1\u5165\u7684\u55ae\u4e00\u7a0b\u5e8f\u8a08\u6578\u5668\u548c\u786c\u9ad4\u4e8b\u4ef6\uff0c\u56e0\u6b64\u7576\u4f60\u5fc5\u9808\u628a\u983b\u5bec\u6b78\u56e0\u5230\u67d0\u500b\u5177\u9ad4\u7a0b\u5e8f\u6642\uff0c\u5b83\u662f\u6700\u6709\u529b\u7684\u9078\u64c7\u3002pidstat \u63d0\u4f9b\u8f15\u91cf\u4e14\u5feb\u901f\u7684\u55ae\u4e00\u7a0b\u5e8f\u6d3b\u52d5\u53d6\u6a23\uff0c\u56e0\u6b64\u975e\u5e38\u9069\u5408\u5728\u7e41\u5fd9\u4f3a\u670d\u5668\u4e0a\u505a\u7b2c\u4e00\u8f2a\u6392\u67e5\u3002sar \u80fd\u4fdd\u7559\u6b77\u53f2\u8cc7\u6599\uff0c\u5e6b\u52a9\u4f60\u56de\u6eaf\u5230\u4f7f\u7528\u8005\u62b1\u6028\u524d\u5e7e\u500b\u5c0f\u6642\u7684\u7cfb\u7d71\u72c0\u614b\u3002vmstat \u5247\u4ee5\u7c21\u6f54\u7684\u8996\u5716\u63d0\u4f9b\u7cfb\u7d71\u5c64\u7d1a\u7684\u4e0a\u4e0b\u6587\u3002Intel PCM \u9084\u80fd\u88dc\u5145\u786c\u9ad4\u5c64\u9762\u7684\u7d30\u7bc0\uff0c\u7528\u65bc\u67e5\u770b\u6838\u5fc3\u9810\u8a2d\u672a\u76f4\u63a5\u66b4\u9732\u7684\u8a08\u6578\u5668\u3002<\/p>\n<p>\u8207\u4e4b\u76f8\u9130\u7684\u5176\u4ed6\u5de5\u5177\u5247\u6db5\u84cb\u4e0d\u540c\u74b0\u5883\u3002Intel VTune Profiler \u7684 Memory Usage View \u80fd\u70ba\u55ae\u4e00\u61c9\u7528\u7a0b\u5f0f\u5efa\u7acb\u6642\u9593\u8ef8\uff0c\u9019\u5728\u4f60\u9700\u8981\u5206\u6790\u7a0b\u5f0f\u78bc\u800c\u975e\u6392\u67e5\u6574\u53f0\u4e3b\u6a5f\u6642\u975e\u5e38\u6709\u5e6b\u52a9\u3002PerfMon \u5247\u7528\u65bc Windows \u4e0a\u7684\u8cc7\u6e90\u4f7f\u7528\u8ffd\u8e64\uff0c\u56e0\u6b64\u5373\u4f7f\u812b\u96e2 Linux\uff0c\u985e\u4f3c\u7684\u8abf\u67e5\u4e5f\u4f9d\u7136\u53ef\u884c\u3002\u61c9\u628a\u9019\u4e00\u6574\u7d44\u5de5\u5177\u8996\u70ba Linux \u8cc7\u6e90\u76e3\u63a7\u5de5\u5177\u7bb1\uff0c\u800c\u4e0d\u662f\u7c21\u55ae\u7684\u512a\u5148\u9806\u5e8f\u6392\u540d\u3002<\/p>\n<h3>\u5b89\u88dd\u6307\u4ee4<\/h3>\n<p>\u9019\u4e9b\u5de5\u5177\u5927\u591a\u90fd\u53ef\u4ee5\u900f\u904e\u6a19\u6e96\u8edf\u9ad4\u5132\u5b58\u5eab\u5b89\u88dd\uff0c\u800c\u4e14\u901a\u5e38\u9700\u8981 root \u6b0a\u9650\u3002\u5728 OpenCloudOS \u4e0a\uff0c\u4ee5 root \u8eab\u5206\u57f7\u884c <code>yum install perf<\/code> \u548c <code>yum install sysstat<\/code>\uff1b\u5176\u4e2d sysstat \u5957\u4ef6\u63d0\u4f9b pidstat \u548c sar\u3002Debian \u548c Ubuntu \u4f7f\u7528\u8005\u57f7\u884c <code>apt install sysstat<\/code>\uff0c\u800c CentOS\u3001Rocky Linux\u3001Fedora \u548c RHEL \u4f7f\u7528\u8005\u57f7\u884c <code>dnf install sysstat<\/code>\u3002\u5b89\u88dd\u5b8c\u6210\u5f8c\uff0c\u4f7f\u7528 <code>systemctl start sysstat.service<\/code> \u555f\u52d5\u6536\u96c6\u670d\u52d9\uff0c\u5426\u5247 sar \u5c07\u6c92\u6709\u4efb\u4f55\u6b77\u53f2\u8cc7\u6599\u53ef\u4f9b\u56de\u9867\u3002<\/p>\n<p>vmstat \u7121\u9700\u984d\u5916\u5b89\u88dd\uff0c\u56e0\u70ba procps-ng \u5957\u4ef6\u5df2\u7d93\u5305\u542b\u5b83\uff0c\u4f60\u53ef\u4ee5\u76f4\u63a5\u57f7\u884c <code>vmstat<\/code>\u3002\u5728\u958b\u59cb\u53d6\u6a23\u524d\uff0c\u5148\u6aa2\u67e5 <code>perf_event_paranoid<\/code> \u8a2d\u5b9a\uff1b\u5982\u679c\u8a72\u503c\u904e\u65bc\u56b4\u683c\uff0c\u5c31\u6703\u963b\u6b62\u975e\u7279\u6b0a\u4f7f\u7528\u8005\u5b58\u53d6\u6548\u80fd\u8a08\u6578\u5668\uff0c\u800c root \u5247\u53ef\u4ee5\u907f\u958b\u9019\u9805\u9650\u5236\u3002\u6700\u597d\u5728\u6545\u969c\u767c\u751f\u4e4b\u524d\u78ba\u8a8d\u6bcf\u500b\u4e8c\u9032\u4f4d\u7a0b\u5f0f\u90fd\u80fd\u6b63\u5e38\u56de\u61c9\uff0c\u800c\u4e0d\u662f\u7b49\u5230\u4e8b\u6545\u767c\u751f\u6642\u624d\u81e8\u6642\u9a57\u8b49\u3002<\/p>\n<h2><strong>\u5b9a\u4f4d\u5c0e\u81f4\u8a18\u61b6\u9ad4\u983b\u5bec\u98fd\u548c\u7684\u7a0b\u5e8f<\/strong><\/h2>\n<h3>\u4f7f\u7528 perf \u548c pidstat \u9032\u884c\u55ae\u4e00\u7a0b\u5e8f\u6e2c\u91cf<\/h3>\n<p>\u5148\u5f9e\u5de5\u5177\u93c8\u4e2d\u6700\u8f15\u91cf\u7684 pidstat \u958b\u59cb\u3002\u4ee5 root \u8eab\u5206\u57f7\u884c <code>pidstat -r -p ALL 1 10<\/code>\uff0c\u5c0d\u6240\u6709\u57f7\u884c\u4e2d\u7684\u7a0b\u5e8f\u9032\u884c\u53d6\u6a23\uff0c\u6bcf\u79d2\u4e00\u6b21\uff0c\u5171\u53d6\u6a23\u5341\u6b21\u3002<code>minflt\/s<\/code> \u548c <code>majflt\/s<\/code> \u5169\u6b04\u986f\u793a\u9801\u9762\u932f\u8aa4\u6578\uff1b\u5982\u679c\u67d0\u500b\u7a0b\u5e8f\u5360\u7528\u7684\u8cc7\u6599\u4e26\u4e0d\u591a\uff0c\u537b\u6301\u7e8c\u4fdd\u6301\u7a69\u5b9a\u7684\u7f3a\u9801\u901f\u7387\uff0c\u90a3\u9ebc\u5b83\u66f4\u53ef\u80fd\u8868\u73fe\u70ba\u4e32\u6d41\u5b58\u53d6\u884c\u70ba\uff0c\u800c\u4e0d\u662f\u55ae\u7d14\u64c1\u6709\u4e00\u500b\u5f88\u5927\u7684\u8a18\u61b6\u9ad4\u5360\u7528\u3002\u82e5\u8981\u66f4\u5feb\u5730\u505a\u521d\u6b65\u6392\u67e5\uff0c\u53ef\u4ee5\u57f7\u884c <code>pidstat -r 1 5 | sort -k7 -nr | head<\/code>\uff0c\u512a\u5148\u5217\u51fa\u8a18\u61b6\u9ad4\u5360\u7528\u8d85\u904e 1GB \u7684\u7a0b\u5e8f\u3002\u9019\u6a23\u4f60\u5c31\u80fd\u5728\u4e0d\u5f15\u5165\u786c\u9ad4\u8a08\u6578\u5668\u958b\u92b7\u7684\u60c5\u6cc1\u4e0b\u53d6\u5f97\u5373\u6642\u8a18\u61b6\u9ad4\u7d71\u8a08\u8cc7\u8a0a\u3002<\/p>\n<p>\u7576\u4f60\u9700\u8981\u771f\u6b63\u6309\u541e\u5410\u91cf\u6b78\u56e0\u6642\uff0c\u518d\u5347\u7d1a\u5230 perf\u3002\u5c0d\u53ef\u7591\u7a0b\u5e8f\u57f7\u884c <code>perf stat -e cycles,instructions,cache-misses -p &lt;PID&gt; sleep 10<\/code>\u3002\u5982\u679c\u5feb\u53d6\u672a\u547d\u4e2d\u7387\u5f88\u9ad8\uff0c\u540c\u6642\u6bcf\u9031\u671f\u6307\u4ee4\u6578\u504f\u4f4e\uff0c\u9019\u901a\u5e38\u610f\u5473\u8457\u8a72\u7a0b\u5e8f\u6b63\u4ee5\u8d85\u51fa\u5feb\u53d6\u4f9b\u7d66\u80fd\u529b\u7684\u901f\u5ea6\u5f9e DRAM \u62c9\u53d6\u8cc7\u6599\u3002\u82e5\u8981\u67e5\u770b\u7cfb\u7d71\u6574\u9ad4\u60c5\u6cc1\uff0c\u53ef\u4ee5\u57f7\u884c <code>perf stat -a -e cycles,instructions sleep 10<\/code>\uff0c\u518d\u5c07\u5f59\u7e3d\u7d50\u679c\u8207\u4f60\u7684 STREAM \u57fa\u7dda\u9032\u884c\u6bd4\u8f03\u3002\u50cf\u9019\u6a23\u7d30\u7dfb\u7684\u7a0b\u5e8f\u5206\u6790\uff0c\u80fd\u5920\u628a\u771f\u6b63\u7684\u983b\u5bec\u541e\u566c\u8005\u8207\u50c5\u50c5\u5360\u7528\u5927\u91cf\u9801\u9762\u7684\u7a0b\u5e8f\u5340\u5206\u958b\u4f86\u3002<\/p>\n<h3>\u501f\u52a9 sar\u3001vmstat \u548c PCM \u53d6\u5f97\u4f3a\u670d\u5668\u5c64\u7d1a\u4e0a\u4e0b\u6587<\/h3>\n<p>\u5728\u6df1\u5165\u67d0\u4e00\u500b\u7a0b\u5e8f\u4e4b\u524d\uff0c\u5148\u78ba\u8a8d\u7cfb\u7d71\u5c64\u9762\u78ba\u5be6\u5df2\u7d93\u63a5\u8fd1\u98fd\u548c\u3002\u57f7\u884c <code>sar -r 1 5<\/code> \u67e5\u770b\u4e00\u6bb5\u6642\u9593\u5167\u7684\u8a18\u61b6\u9ad4\u4f7f\u7528\u7d71\u8a08\uff0c\u91cd\u9ede\u95dc\u6ce8 <code>kbmemfree<\/code> \u548c <code>kbmemused<\/code> \u6240\u53cd\u6620\u7684\u58d3\u529b\u60c5\u6cc1\u3002\u7136\u5f8c\u57f7\u884c <code>sar -B 1 5<\/code>\uff0c\u6aa2\u67e5 <code>pgscank\/s<\/code> \u548c <code>pgsteal\/s<\/code>\u3002\u5982\u679c\u9019\u4e9b\u503c\u6301\u7e8c\u4e0a\u5347\uff0c\u8aaa\u660e\u6838\u5fc3\u6b63\u5728\u7a4d\u6975\u56de\u6536\u9801\u9762\uff0c\u9019\u662f\u300c\u67d0\u500b\u7a0b\u5e8f\u5c0e\u81f4\u8a18\u61b6\u9ad4\u983b\u5bec\u98fd\u548c\uff0c\u9032\u800c\u62d6\u7d2f\u6574\u53f0\u4f3a\u670d\u5668\u300d\u7684\u5f37\u70c8\u8a0a\u865f\u3002<\/p>\n<p>vmstat \u5247\u88dc\u5145\u4e86\u4e00\u500b\u7c21\u6f54\u7684\u7cfb\u7d71\u7e3d\u89bd\u3002\u57f7\u884c <code>vmstat 1 5<\/code>\uff0c\u89c0\u5bdf <code>si<\/code> \u548c <code>so<\/code> \u5169\u6b04\uff1b\u5982\u679c\u5728\u8ca0\u8f09\u671f\u9593\u51fa\u73fe\u975e\u96f6\u7684 swap-in \u548c swap-out\uff0c\u5c31\u8868\u793a\u4f3a\u670d\u5668\u78ba\u5be6\u5b58\u5728\u8a18\u61b6\u9ad4\u58d3\u529b\u3002Intel PCM \u9084\u80fd\u7e7c\u7e8c\u6df1\u5165\u3002\u57f7\u884c <code>pcm.x 1<\/code>\uff0c\u8b80\u53d6\u6574\u5408\u5f0f\u8a18\u61b6\u9ad4\u63a7\u5236\u5668\u8a08\u6578\u5668\uff0c\u5176\u4e2d\u5305\u62ec\u6bcf\u500b\u901a\u9053\u7684\u6bcf\u79d2\u8b80\u5beb\u4f4d\u5143\u7d44\u6578\u3002\u5c07\u9019\u4e00\u6578\u503c\u8207 STREAM \u53c3\u8003\u503c\u9032\u884c\u6bd4\u8f03\u3002\u5982\u679c\u8b80\u6578\u5df2\u7d93\u63a5\u8fd1\u57fa\u7dda\uff0c\u5c31\u8868\u793a\u4f3a\u670d\u5668\u5728\u786c\u9ad4\u5c64\u9762\u5df2\u7d93\u9054\u5230\u98fd\u548c\uff0c\u800c\u4e0d\u53ea\u662f\u300c\u6bd4\u8f03\u7e41\u5fd9\u300d\u3002<\/p>\n<p>\u89e3\u8b80\u9019\u4e9b\u6b04\u4f4d\u6642\u4e00\u5b9a\u8981\u8b39\u614e\u3002\u7531\u9ad8\u5230\u4f4e\u6392\u5217\u7684\u9ad8\u8a18\u61b6\u9ad4\u4f7f\u7528\u91cf\uff0c\u53ea\u80fd\u544a\u8a34\u4f60\u8ab0\u6301\u6709\u6700\u591a\u9801\u9762\uff0c\u800c\u4e0d\u80fd\u544a\u8a34\u4f60\u8ab0\u79fb\u52d5\u4e86\u6700\u591a\u4f4d\u5143\u7d44\u3002\u4e00\u500b\u64c1\u6709\u5927\u578b\u7de9\u885d\u6c60\u7684\u8cc7\u6599\u5eab\uff0c\u53ef\u80fd\u8868\u73fe\u51fa\u5de8\u5927\u7684\u8a18\u61b6\u9ad4\u5360\u7528\uff0c\u4f46\u5be6\u969b\u4e0a\u8655\u65bc\u9592\u7f6e\u72c0\u614b\uff1b\u800c\u4e00\u500b\u8f03\u5c0f\u7684\u5de5\u4f5c\u7a0b\u5e8f\uff0c\u53ef\u80fd\u900f\u904e\u6301\u7e8c\u4e32\u6d41\u8b80\u5beb\u8cc7\u6599\u4f86\u5360\u6eff\u8a18\u61b6\u9ad4\u532f\u6d41\u6392\u3002\u61c9\u6309\u7f3a\u9801\u901f\u7387\u548c\u5feb\u53d6\u672a\u547d\u4e2d\u4f86\u6392\u5e8f\u6d3b\u8e8d\u7a0b\u5e8f\uff0c\u800c\u4e0d\u662f\u53ea\u6309\u5e38\u99d0\u8a18\u61b6\u9ad4\u5927\u5c0f\u6392\u5e8f\u3002\u9019\u7a2e\u5340\u5206\u6709\u52a9\u65bc\u4fdd\u8b77\u4f60\u7684\u4f3a\u670d\u5668\u6548\u80fd\u7d50\u8ad6\u4e0d\u88ab\u8aa4\u5c0e\uff0c\u8b93\u6392\u67e5\u4fdd\u6301\u56b4\u8b39\u3002<\/p>\n<h2><strong>\u95dc\u806f\u9a57\u8b49\u8207\u9810\u9632<\/strong><\/h2>\n<h3>\u4ea4\u53c9\u6838\u5c0d\u65e5\u8a8c\u8207\u6307\u6a19<\/h3>\n<p>\u55ae\u6b21 perf \u8b80\u6578\u53ef\u80fd\u6703\u7522\u751f\u8aa4\u5c0e\uff0c\u56e0\u6b64\u5728\u63a1\u53d6\u63aa\u65bd\u524d\uff0c\u61c9\u5c07\u53ef\u7591\u7a0b\u5e8f\u8207\u7cfb\u7d71\u65e5\u8a8c\u9032\u884c\u95dc\u806f\u3002\u6aa2\u67e5 <code>dmesg<\/code> \u548c\u7cfb\u7d71\u65e5\u8a8c\uff0c\u67e5\u770b\u662f\u5426\u5b58\u5728\u8207\u53d6\u6a23\u6642\u9593\u7a97\u53e3\u4e00\u81f4\u7684 OOM \u6bba\u7a0b\u5e8f\u3001ECC \u4e8b\u4ef6\u6216\u9801\u9762\u5206\u914d\u5931\u6557\u3002\u53ef\u4ee5\u5728 Linux \u4f3a\u670d\u5668\u4e0a\u57f7\u884c <code>journalctl -k --since \"1 hour ago\" | grep -i memory<\/code>\uff0c\u4e26\u5c07\u8f38\u51fa\u6642\u9593\u6233\u8207\u4f60\u6e2c\u5f97\u7684\u983b\u5bec\u5cf0\u503c\u5c0d\u7167\u8d77\u4f86\u3002<\/p>\n<p>\u63a5\u8457\uff0c\u518d\u5c07 sar \u6b77\u53f2\u8207\u540c\u4e00\u6642\u9593\u7a97\u53e3\u4ea4\u53c9\u6838\u5c0d\u3002\u5728\u4f60\u7684\u53d6\u6a23\u4e2d\u8868\u73fe\u51fa\u9ad8\u8a18\u61b6\u9ad4\u5360\u7528\u7684\u7a0b\u5e8f\uff0c\u4e5f\u61c9\u5728\u90a3\u500b\u5c0f\u6642\u7684 sar \u8a18\u9304\u4e2d\u9ad4\u73fe\u51fa\u4e00\u81f4\u8da8\u52e2\u3002\u5982\u679c\u5169\u8005\u4e0d\u4e00\u81f4\uff0c\u5c31\u8868\u793a\u4f60\u7684\u53d6\u6a23\u6355\u6349\u5230\u7684\u53ef\u80fd\u53ea\u662f\u4e00\u500b\u77ac\u6642\u7a81\u767c\uff0c\u800c\u4e0d\u662f\u6301\u7e8c\u6a21\u5f0f\u3002\u82e5\u689d\u4ef6\u5141\u8a31\uff0c\u53ef\u5728\u53e6\u4e00\u53f0\u8ca0\u8f09\u76f8\u8fd1\u7684 Linux \u4e3b\u6a5f\u4e0a\u8907\u6838\u540c\u6a23\u7684\u554f\u984c\uff0c\u518d\u6c7a\u5b9a\u662f\u5426\u5347\u7d1a\u8655\u7406\u3002\u9019\u4e00\u6b65\u80fd\u5920\u628a\u771f\u6b63\u7684\u5143\u5147\u8207\u5076\u7136\u5de7\u5408\u5340\u5206\u958b\u4f86\u3002<\/p>\n<h3>\u6301\u7e8c\u76e3\u63a7\u5efa\u8b70<\/h3>\n<p>\u9810\u9632\u59cb\u65bc\u57fa\u7dda\u3002\u8a18\u9304\u6bcf\u53f0\u4f3a\u670d\u5668\u7684 STREAM \u6e2c\u8a66\u7d50\u679c\u548c\u5178\u578b\u8a18\u61b6\u9ad4\u4f7f\u7528\u7387\uff0c\u4e26\u5728\u5be6\u6e2c\u541e\u5410\u91cf\u63a5\u8fd1\u8a72\u53c3\u8003\u503c\u6642\u89f8\u767c\u8b66\u793a\u3002\u61c9\u5b9a\u671f\u53d6\u6a23\u8cc7\u6e90\u4f7f\u7528\u60c5\u6cc1\uff0c\u800c\u4e0d\u662f\u53ea\u5728\u6545\u969c\u767c\u751f\u5f8c\u624d\u53bb\u67e5\u770b\u3002<\/p>\n<ul>\n<li>\u6bcf\u5c0f\u6642\u57f7\u884c\u4e00\u6b21 <code>pidstat -r 1 60<\/code>\uff0c\u4e26\u5c01\u5b58\u8f38\u51fa\u7d50\u679c\u3002<\/li>\n<li>\u6309\u9031\u8ffd\u8e64\u4e3b\u8981\u4f3a\u670d\u5668\u7a0b\u5e8f\u7684\u8a18\u61b6\u9ad4\u4f7f\u7528\u8da8\u52e2\u3002<\/li>\n<li>\u5c0d sar \u4e2d\u6301\u7e8c\u4e0a\u5347\u7684 <code>pgscank\/s<\/code> \u8a2d\u5b9a\u8b66\u793a\uff0c\u800c\u4e0d\u662f\u53ea\u5c0d\u8a18\u61b6\u9ad4\u5360\u7528\u7387\u8a2d\u5b9a\u8b66\u793a\u3002<\/li>\n<\/ul>\n<p>\u6bcf\u6b21\u90e8\u7f72\u5f8c\u90fd\u61c9\u91cd\u65b0\u6aa2\u67e5\u6d3b\u8e8d\u7684\u4f3a\u670d\u5668\u7a0b\u5e8f\uff0c\u56e0\u70ba\u65b0\u7a0b\u5f0f\u78bc\u5e38\u5e38\u6703\u6539\u8b8a\u983b\u5bec\u4f7f\u7528\u6a21\u5f0f\u3002\u5c24\u5176\u8981\u95dc\u6ce8\u90a3\u4e9b\u8a18\u61b6\u9ad4\u5360\u7528\u6301\u7e8c\u589e\u9577\u3001\u4f46\u5de5\u4f5c\u7522\u51fa\u4e26\u672a\u540c\u6b65\u63d0\u5347\u7684\u57f7\u884c\u4e2d\u7a0b\u5e8f\u3002<\/p>\n<p>\u5982\u4eca\uff0cAI \u9a45\u52d5\u7684\u5206\u6790\u5de5\u5177\u5df2\u7d93\u80fd\u5920\u9810\u6e2c\u8a18\u61b6\u9ad4\u98fd\u548c\uff0c\u4e26\u63d0\u51fa\u5de5\u4f5c\u8ca0\u8f09\u5206\u914d\u8abf\u6574\u6216\u786c\u9ad4\u5347\u7d1a\u5efa\u8b70\u3002\u4f46\u61c9\u628a\u5b83\u5011\u8996\u70ba\u5c0d\u76f4\u63a5\u6e2c\u91cf\u7684\u88dc\u5145\uff0c\u800c\u4e0d\u662f\u66ff\u4ee3\u54c1\u3002\u5728 Linux \u4f3a\u670d\u5668\u6548\u80fd\u5206\u6790\u4e2d\uff0c\u4f60\u81ea\u5df1\u63a1\u96c6\u5230\u7684\u8a08\u6578\u5668\u8cc7\u6599\u4ecd\u7136\u662f\u6700\u7d42\u4f9d\u64da\uff1b\u7576\u61f7\u7591\u662f\u67d0\u500b\u7a0b\u5e8f\u5c0e\u81f4\u8a18\u61b6\u9ad4\u983b\u5bec\u98fd\u548c\u6642\uff0c\u9019\u4e9b\u8cc7\u6599\u4e5f\u80fd\u8b93\u4f60\u7684\u7d50\u8ad6\u66f4\u6709\u8aaa\u670d\u529b\u3002<\/p>\n<div class=\"qc-divider-wrapper\">\n<div class=\"qc-divider\" style=\"border-top-style: solid; width: 100%; border-top-color: #d1d1d1;\"><\/div>\n<\/div>\n<p>\u9996\u5148\u5c0d\u7167 STREAM \u57fa\u7dda\u78ba\u8a8d\u662f\u5426\u771f\u7684\u767c\u751f\u4e86\u98fd\u548c\u3002\u63a5\u8457\u4f7f\u7528 pidstat \u6216 perf \u5c07\u8ca0\u8f09\u6b78\u56e0\u5230\u5177\u9ad4\u7a0b\u5e8f\u3002\u7136\u5f8c\u7528 sar \u6b77\u53f2\u548c\u6838\u5fc3\u65e5\u8a8c\u9a57\u8b49\u9019\u4e00\u767c\u73fe\u3002\u6700\u5f8c\u5efa\u7acb\u5b9a\u671f\u53d6\u6a23\u6a5f\u5236\uff0c\u8b93\u4e0b\u4e00\u6b21\u6545\u969c\u6392\u67e5\u5f9e\u8cc7\u6599\u958b\u59cb\uff0c\u800c\u4e0d\u662f\u5f9e\u731c\u6e2c\u958b\u59cb\u3002<\/p>\n<p>\u5efa\u8b70\u6e96\u5099\u4e00\u4efd\u7c21\u77ed\u7684\u6545\u969c\u8655\u7406\u6e05\u55ae\uff1a\u57fa\u7dda\u662f\u5426\u5df2\u8a18\u9304\u3001\u662f\u5426\u5df2\u5b8c\u6210 pidstat \u53d6\u6a23\u3001\u662f\u5426\u5df2\u8b80\u53d6 perf \u8a08\u6578\u5668\u3001\u662f\u5426\u5df2\u6bd4\u5c0d sar \u6642\u9593\u7a97\u53e3\u3001\u662f\u5426\u5df2\u6aa2\u67e5\u65e5\u8a8c\u3001\u662f\u5426\u5df2\u8a2d\u5b9a\u8b66\u793a\u9580\u6abb\u3002\u5728\u4efb\u4f55 Linux \u4e3b\u6a5f\u4e0a\uff0c\u90fd\u5efa\u8b70\u5148\u5f9e pidstat \u958b\u59cb\uff0c\u56e0\u70ba\u5b83\u958b\u92b7\u5c0f\u3001\u56de\u994b\u5feb\u3002\u53ea\u6709\u5728\u4f60\u9700\u8981\u786c\u9ad4\u5c64\u7d1a\u6df1\u5ea6\u5206\u6790\u6642\uff0c\u518d\u5347\u7d1a\u5230 perf \u6216 Intel PCM\u3002\u9019\u6a23\u7684\u9806\u5e8f\u80fd\u8b93\u6bcf\u4e00\u6b21\u4f3a\u670d\u5668\u6392\u67e5\u90fd\u5177\u5099\u53ef\u91cd\u8907\u6027\uff0c\u4e5f\u80fd\u628a\u300c\u6a21\u7cca\u7684\u7cfb\u7d71\u8b8a\u6162\u300d\u8f49\u5316\u70ba\u300c\u4f3a\u670d\u5668\u4e0a\u67d0\u500b\u5df2\u660e\u78ba\u547d\u540d\u7684\u7a0b\u5e8f\u300d\u3002<\/p>\n<h2><strong>\u5e38\u898b\u554f\u984c<\/strong><\/h2>\n<h3>\u61c9\u8a72\u5148\u5617\u8a66\u54ea\u500b\u5de5\u5177\uff1f<\/h3>\n<p>\u5148\u7528 pidstat\u3002\u5b83\u958b\u92b7\u5c0f\u3001\u898b\u6548\u5feb\u3002\u5728 Linux \u4e3b\u6a5f\u4e0a\u57f7\u884c <code>pidstat -r -p ALL 1 10<\/code>\uff0c\u91cd\u9ede\u67e5\u770b\u7f3a\u9801\u76f8\u95dc\u6b04\u4f4d\u3002\u53ea\u6709\u5728\u9700\u8981\u786c\u9ad4\u5c64\u7d1a\u6df1\u5ea6\u5206\u6790\u6642\uff0c\u518d\u5347\u7d1a\u5230 perf \u6216 Intel PCM\u3002<\/p>\n<h3>\u5982\u4f55\u5224\u65b7\u74f6\u9838\u662f\u983b\u5bec\u800c\u4e0d\u662f CPU\uff1f<\/h3>\n<p>\u5148\u67e5\u770b\u4f60\u7684 STREAM \u57fa\u7dda\u3002\u51fa\u73fe\u983b\u5bec\u98fd\u548c\u7684\u4f3a\u670d\u5668\u901a\u5e38\u8868\u73fe\u70ba\u5ef6\u9072\u5347\u9ad8\uff0c\u800c CPU \u9592\u7f6e\u7387\u4f9d\u7136\u8f03\u9ad8\u3002\u540c\u6642\uff0c\u5feb\u53d6\u672a\u547d\u4e2d\u7387\u6703\u4e0a\u5347\uff0c\u6bcf\u9031\u671f\u6307\u4ee4\u6578\u6703\u4e0b\u964d\u3002\u518d\u7d50\u5408 sar \u6b77\u53f2\u9032\u884c\u78ba\u8a8d\uff0c\u7136\u5f8c\u518d\u5224\u65b7\u662f\u5426\u61c9\u6b78\u56e0\u65bc\u67d0\u500b\u7a0b\u5e8f\u3002<\/p>\n<h3>\u4e00\u500b\u8a18\u61b6\u9ad4\u4f7f\u7528\u91cf\u5f88\u5c0f\u7684\u7a0b\u5e8f\u4e5f\u6703\u5360\u6eff\u532f\u6d41\u6392\u55ce\uff1f<\/h3>\n<p>\u6703\u3002\u8a18\u61b6\u9ad4\u4f7f\u7528\u91cf\u548c\u8a18\u61b6\u9ad4\u541e\u5410\u91cf\u662f\u5169\u7a2e\u5b8c\u5168\u4e0d\u540c\u7684\u6307\u6a19\u3002\u4e00\u500b\u5360\u7528\u4e0d\u5927\u7684\u5de5\u4f5c\u7a0b\u5e8f\uff0c\u5b8c\u5168\u53ef\u80fd\u56e0\u70ba\u6301\u7e8c\u4e32\u6d41\u642c\u79fb\u8cc7\u6599\u800c\u5360\u6eff\u532f\u6d41\u6392\uff1b\u800c\u4e00\u500b\u5927\u578b\u7de9\u885d\u6c60\u5247\u53ef\u80fd\u53ea\u662f\u5b89\u975c\u5730\u5e38\u99d0\u5728\u8a18\u61b6\u9ad4\u4e2d\u3002\u61c9\u6309\u7f3a\u9801\u901f\u7387\u548c\u5feb\u53d6\u672a\u547d\u4e2d\u6392\u5e8f\uff0c\u800c\u4e0d\u662f\u53ea\u770b\u5e38\u99d0\u8a18\u61b6\u9ad4\u5927\u5c0f\u3002<\/p>\n<h3>\u5728\u751f\u7522\u4f3a\u670d\u5668\u4e0a\u61c9\u591a\u4e45\u53d6\u6a23\u4e00\u6b21\uff1f<\/h3>\n<p>\u61c9\u5b9a\u671f\u53d6\u6a23\uff0c\u800c\u4e0d\u53ea\u662f\u51fa\u554f\u984c\u6642\u624d\u53d6\u6a23\u3002\u5efa\u8b70\u6bcf\u5c0f\u6642\u57f7\u884c\u4e00\u6b21 <code>pidstat -r 1 60<\/code> \u4e26\u5c01\u5b58\u7d50\u679c\uff1b\u5c0d sar \u4e2d\u4e0a\u5347\u7684 <code>pgscank\/s<\/code> \u8a2d\u5b9a\u8b66\u793a\u3002\u6bcf\u6b21\u90e8\u7f72\u5f8c\u90fd\u8981\u91cd\u65b0\u6aa2\u67e5 Linux \u4f3a\u670d\u5668\uff0c\u56e0\u70ba\u65b0\u7a0b\u5f0f\u78bc\u53ef\u80fd\u6703\u6539\u8b8a\u983b\u5bec\u6a21\u5f0f\u3002<\/p>\n<h3>\u5982\u679c STREAM \u6e2c\u8a66\u7d50\u679c\u4f4e\u65bc\u57fa\u7dda\u4ee3\u8868\u4ec0\u9ebc\uff1f<\/h3>\n<p>\u8f03\u4f4e\u7684\u7d50\u679c\u901a\u5e38\u8868\u793a\u8a18\u61b6\u9ad4\u6a21\u7d44\u5b89\u88dd\u4e0d\u7262\u3001\u901a\u9053\u672a\u555f\u7528\uff0c\u6216\u8a18\u61b6\u9ad4\u6279\u6b21\u6df7\u63d2\u3002\u53ef\u4ee5\u4f7f\u7528 <code>ipmitool sel list | grep -i memory<\/code> \u9032\u884c\u78ba\u8a8d\u3002\u4fee\u5fa9\u786c\u9ad4\u554f\u984c\u5f8c\u91cd\u65b0\u57f7\u884c\u57fa\u6e96\u6e2c\u8a66\uff0c\u4e26\u628a\u4fee\u6b63\u5f8c\u7684\u7d50\u679c\u4f5c\u70ba\u8a72 Linux \u4f3a\u670d\u5668\u7684\u65b0\u53c3\u8003\u503c\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5728 Linux \u4e0a\uff0c\u53ef\u4ee5\u4f7f\u7528 perf\u3001pidstat \u6216 sar \u7b49\u6548\u80fd\u76e3\u63a7\u5de5\u5177\u4f86\u6e2c\u91cf\u55ae\u4e00\u7a0b\u5e8f\u7684\u8a18\u61b6\u9ad4\u983b\u5bec\u3002 [&#8230;]<\/p>\n<p><a class=\"btn btn-secondary understrap-read-more-link\" href=\"https:\/\/www.simcentric.com\/tc\/hong-kong-dedicated-server-tc\/how-to-locate-the-process-that-saturates-memory-bandwidth\/\">Read More&#8230;<\/a><\/p>\n","protected":false},"author":2,"featured_media":35504,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[61],"tags":[14025,14026,14027,3621,1342],"class_list":["post-35507","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-hong-kong-dedicated-server-tc","tag-memory-bandwidth","tag-perf-tool","tag-bandwidth-saturation-troubleshooting","tag-performance-monitoring-tc","tag-linux"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.7 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>\u5982\u4f55\u5b9a\u4f4d\u5c0e\u81f4\u8a18\u61b6\u9ad4\u983b\u5bec\u98fd\u548c\u7684\u7a0b\u5e8f<\/title>\n<meta name=\"description\" content=\"\u4f7f\u7528 perf \u548c pidstat \u6e96\u78ba\u6e2c\u91cf Linux 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