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{"id":35508,"date":"2026-10-29T16:16:00","date_gmt":"2026-10-29T08:16:00","guid":{"rendered":"https:\/\/www.simcentric.com\/uncategorized-sc\/how-to-locate-the-process-that-saturates-memory-bandwidth\/"},"modified":"2026-10-29T16:21:08","modified_gmt":"2026-10-29T08:21:08","slug":"how-to-locate-the-process-that-saturates-memory-bandwidth","status":"publish","type":"post","link":"https:\/\/www.simcentric.com\/sc\/hong-kong-dedicated-server-sc\/how-to-locate-the-process-that-saturates-memory-bandwidth\/","title":{"rendered":"\u5982\u4f55\u5b9a\u4f4d\u5bfc\u81f4\u5185\u5b58\u5e26\u5bbd\u9971\u548c\u7684\u8fdb\u7a0b"},"content":{"rendered":"<p>\u5728 Linux \u4e0a\uff0c\u53ef\u4ee5\u4f7f\u7528 perf\u3001pidstat \u6216 sar \u7b49\u6027\u80fd\u76d1\u63a7\u5de5\u5177\u6765\u6d4b\u91cf\u5355\u4e2a\u8fdb\u7a0b\u7684\u5185\u5b58\u5e26\u5bbd\u3002CPU \u548c\u78c1\u76d8\u9971\u548c\u901a\u5e38\u80fd\u5728 top \u548c iostat \u4e2d\u76f4\u89c2\u770b\u51fa\u6765\uff0c\u800c\u5185\u5b58\u5e26\u5bbd\u9971\u548c\u5374\u5e76\u975e\u5982\u6b64\u3002\u5b83\u5e38\u5e38\u9690\u85cf\u5728\u770b\u4f3c\u5065\u5eb7\u7684 CPU \u7a7a\u95f2\u7387\u80cc\u540e\uff0c\u751a\u81f3\u53ef\u80fd\u5728\u4e00\u53f0 <a href=\"https:\/\/www.simcentric.com\/sc\/hong-kong-dedicated-server-sc\/boost-hong-kong-linux-server-network-perf-with-kernel-tweaks\/\" target=\"_blank\" rel=\"noopener\">Linux \u670d\u52a1\u5668<\/a>\u4e0a\u6301\u7eed\u6570\u6708\u800c\u6ca1\u6709\u660e\u663e\u539f\u56e0\u3002\u8bf7\u8bb0\u4f4f\uff0ctop \u548c ps \u62a5\u544a\u7684\u662f\u5185\u5b58\u4f7f\u7528\u91cf\uff0c\u800c\u4e0d\u662f\u5185\u5b58\u541e\u5410\u91cf\u3002\u8981\u627e\u51fa\u7a76\u7adf\u662f\u54ea\u4e2a\u8fdb\u7a0b\u7ea7\u8d1f\u8f7d\u8ba9<a href=\"https:\/\/www.simcentric.com\/sc\/products\/dedicated-server-hk\/\" target=\"_blank\" rel=\"noopener\">\u5185\u5b58\u5e26\u5bbd<\/a>\u957f\u671f\u5904\u4e8e\u9971\u548c\u72b6\u6001\uff0c\u4f60\u9700\u8981\u4e00\u5957\u4e13\u95e8\u7684\u6d4b\u91cf\u65b9\u6cd5\u3002\u672c\u6587\u5c06\u63d0\u4f9b\u4e00\u5957\u5faa\u5e8f\u6e10\u8fdb\u7684\u6392\u67e5\u6d41\u7a0b\uff0c\u5305\u62ec\u547d\u4ee4\u4f7f\u7528\u65b9\u6cd5\u548c\u7ed3\u679c\u89e3\u8bfb\uff0c\u5e2e\u52a9\u7cfb\u7edf\u7ba1\u7406\u5458\u4e0e DevOps \u5de5\u7a0b\u5e08\u5728\u4efb\u4f55\u670d\u52a1\u5668\u4e0a\u9501\u5b9a\u5143\u51f6\u3001\u5b8c\u6210\u9a8c\u8bc1\uff0c\u5e76\u5728\u540e\u7eed\u6301\u7eed\u4fdd\u6301\u670d\u52a1\u5668\u5065\u5eb7\u3002<\/p>\n<h2><strong>\u4e3a\u4ec0\u4e48\u5185\u5b58\u5e26\u5bbd\u5bf9\u670d\u52a1\u5668\u5982\u6b64\u91cd\u8981<\/strong><\/h2>\n<p>\u5f53 CPU \u4f7f\u7528\u7387\u4f4e\u4e8e\u9884\u671f\uff0c\u5374\u51fa\u73b0\u54cd\u5e94\u65f6\u95f4\u4e0a\u5347\u548c\u67e5\u8be2\u5ef6\u8fdf\u589e\u52a0\u65f6\uff0c\u8fd9\u5f80\u5f80\u662f\u67d0\u4e2a\u8fdb\u7a0b\u9020\u6210\u5185\u5b58\u5e26\u5bbd\u9971\u548c\u7684\u5178\u578b\u4fe1\u53f7\u3002\u5728 Linux \u670d\u52a1\u5668\u4e0a\uff0c\u8fd9\u79cd\u73b0\u8c61\u53ef\u80fd\u6301\u7eed\u6570\u6708\u3002CPU \u770b\u4f3c\u7a7a\u95f2\uff0c\u4f46\u6bcf\u4e00\u4e2a\u8bf7\u6c42\u90fd\u5728\u7b49\u5f85\u66f4\u4e45\u3002\u5728\u8ba4\u5b9a\u53d1\u751f\u4e86\u5e26\u5bbd\u9971\u548c\u4e4b\u524d\uff0c\u4f60\u9996\u5148\u9700\u8981\u4e00\u4e2a\u53c2\u8003\u57fa\u51c6\u3002<\/p>\n<h3>\u9971\u548c\u7684\u5178\u578b\u75c7\u72b6<\/h3>\n<p>\u5982\u679c\u4e00\u4e2a\u9ad8\u7ebf\u7a0b\u6570\u8d1f\u8f7d\u65e0\u6cd5\u968f\u7740\u6838\u5fc3\u6570\u589e\u52a0\u800c\u7ee7\u7eed\u6269\u5c55\uff0c\u90a3\u4e48\u5b83\u5f88\u53ef\u80fd\u5df2\u7ecf\u8017\u5c3d\u4e86\u5168\u90e8\u53ef\u7528\u5185\u5b58\u5e26\u5bbd\u3002\u7ee7\u7eed\u589e\u52a0\u7ebf\u7a0b\u4e0d\u4f1a\u5e26\u6765\u6536\u76ca\uff0c\u53cd\u800c\u4f1a\u8ba9\u5ef6\u8fdf\u6301\u7eed\u4e0a\u5347\u3002STREAM \u57fa\u51c6\u6d4b\u8bd5\u80fd\u591f\u63d0\u4f9b\u8282\u70b9\u7ea7\u522b\u7684\u53c2\u8003\u503c\uff0c\u8ba9\u4f60\u53ef\u4ee5\u628a\u5b9e\u6d4b\u541e\u5410\u91cf\u4e0e\u5df2\u77e5\u57fa\u7ebf\u8fdb\u884c\u5bf9\u6bd4\uff0c\u800c\u4e0d\u662f\u51ed\u611f\u89c9\u5224\u65ad\u3002\u56e0\u6b64\uff0c\u5728\u6b63\u5f0f\u6392\u67e5\u4e4b\u524d\uff0c\u5e94\u5148\u5728 Linux \u4e3b\u673a\u4e0a\u8fd0\u884c\u8be5\u57fa\u51c6\u6d4b\u8bd5\u3002<\/p>\n<h3>\u5185\u5b58\u4f7f\u7528\u91cf\u4e0e\u5185\u5b58\u5e26\u5bbd\u7684\u533a\u522b<\/h3>\n<p>top \u548c ps \u8fd9\u7c7b\u5de5\u5177\u62a5\u544a\u7684\u662f\u5185\u5b58\u4f7f\u7528\u91cf\uff0c\u4e5f\u5c31\u662f\u4e00\u4e2a\u8fdb\u7a0b\u5360\u7528\u4e86\u591a\u5c11\u5185\u5b58\uff0c\u800c\u4e0d\u662f\u5b83\u4ee5\u591a\u5feb\u7684\u901f\u5ea6\u642c\u8fd0\u6570\u636e\u3002\u6b63\u56e0\u5982\u6b64\uff0c\u5728 Linux \u4e0a\u6309\u8fdb\u7a0b\u7edf\u8ba1\u5e26\u5bbd\u59cb\u7ec8\u662f\u4e00\u4e2a\u516c\u8ba4\u7684\u76d1\u63a7\u96be\u9898\u3002\u670d\u52a1\u5668\u663e\u793a\u8f83\u9ad8\u7684\u5185\u5b58\u4f7f\u7528\u7387\uff0c\u53ea\u80fd\u8bf4\u660e\u67d0\u4e2a\u8fdb\u7a0b\u4fdd\u7559\u4e86\u8f83\u591a\u9875\u9762\uff0c\u5e76\u4e0d\u80fd\u8bf4\u660e\u5b83\u5728\u9ad8\u901f\u79fb\u52a8\u6570\u636e\u3002<\/p>\n<p>\u4f60\u9700\u8981\u7ed3\u5408\u5185\u5b58\u5229\u7528\u7387\u3001\u5185\u5b58\u5360\u7528\u7387\u4ee5\u53ca CPU \u548c\u5185\u5b58\u4f7f\u7528\u60c5\u51b5\u4e00\u8d77\u89c2\u5bdf\u3002\u4e00\u4e2a\u5185\u5b58\u5360\u7528\u5f88\u5927\u7684\u8fdb\u7a0b\u53ef\u80fd\u5b9e\u9645\u4e0a\u5904\u4e8e\u7a7a\u95f2\u72b6\u6001\uff0c\u800c\u53e6\u4e00\u4e2a\u5360\u7528\u4e0d\u5927\u7684\u8fdb\u7a0b\u5374\u53ef\u80fd\u5728\u6301\u7eed\u6d41\u5f0f\u5904\u7406\u6570\u636e\uff0c\u5e76\u9020\u6210\u771f\u6b63\u7684\u5185\u5b58\u538b\u529b\u3002\u5e94\u5f53\u628a\u8fd0\u884c\u4e2d\u7684\u8fdb\u7a0b\u548c\u670d\u52a1\u5668\u8fdb\u7a0b\u653e\u5728\u7cfb\u7edf\u5185\u5b58\u5bb9\u91cf\u7684\u80cc\u666f\u4e0b\u8fdb\u884c\u5206\u6790\uff0c\u540c\u65f6\u5c06 I\/O \u5e26\u5bbd\u5355\u72ec\u6bd4\u8f83\u3002\u4ec5\u9760\u670d\u52a1\u5668\u5185\u5b58\u4f7f\u7528\u91cf\uff0c\u65e0\u6cd5\u56de\u7b54\u771f\u6b63\u7684\u95ee\u9898\u3002\u5728\u7e41\u5fd9\u7684\u670d\u52a1\u5668\u4e0a\uff0c\u5e94\u5728\u4e1a\u52a1\u9ad8\u5cf0\u65f6\u91c7\u6837\u8fd9\u4e9b\u8ba1\u6570\u5668\uff0c\u800c\u4e0d\u662f\u5728\u7a7a\u95f2\u65f6\u91c7\u6837\u3002\u8fd9\u79cd\u533a\u5206\u53ef\u4ee5\u907f\u514d\u670d\u52a1\u5668\u6027\u80fd\u5206\u6790\u5f97\u51fa\u9519\u8bef\u7ed3\u8bba\u3002<\/p>\n<h2><strong>Linux \u5de5\u5177\u6e05\u5355\u4e0e\u5b89\u88c5<\/strong><\/h2>\n<h3>\u5de5\u5177\u9002\u7528\u6027\u4e0e\u9009\u62e9<\/h3>\n<p>\u6bcf\u4e00\u79cd\u5de5\u5177\u56de\u7b54\u7684\u95ee\u9898\u90fd\u4e0d\u540c\uff0c\u56e0\u6b64\u9009\u62e9\u5de5\u5177\u65f6\u5e94\u770b\u5206\u6790\u6df1\u5ea6\uff0c\u800c\u4e0d\u662f\u51ed\u4f7f\u7528\u4e60\u60ef\u3002perf \u80fd\u63d0\u4f9b\u6df1\u5165\u7684\u5355\u8fdb\u7a0b\u8ba1\u6570\u5668\u548c\u786c\u4ef6\u4e8b\u4ef6\uff0c\u56e0\u6b64\u5f53\u4f60\u5fc5\u987b\u628a\u5e26\u5bbd\u5f52\u56e0\u5230\u67d0\u4e2a\u5177\u4f53\u8fdb\u7a0b\u65f6\uff0c\u5b83\u662f\u6700\u6709\u529b\u7684\u9009\u62e9\u3002pidstat \u63d0\u4f9b\u8f7b\u91cf\u4e14\u5feb\u901f\u7684\u5355\u8fdb\u7a0b\u6d3b\u52a8\u91c7\u6837\uff0c\u56e0\u6b64\u975e\u5e38\u9002\u5408\u5728\u7e41\u5fd9\u670d\u52a1\u5668\u4e0a\u505a\u7b2c\u4e00\u8f6e\u6392\u67e5\u3002sar \u80fd\u4fdd\u7559\u5386\u53f2\u6570\u636e\uff0c\u5e2e\u52a9\u4f60\u56de\u6eaf\u5230\u7528\u6237\u6295\u8bc9\u524d\u51e0\u4e2a\u5c0f\u65f6\u7684\u7cfb\u7edf\u72b6\u6001\u3002vmstat \u5219\u4ee5\u7b80\u6d01\u89c6\u56fe\u63d0\u4f9b\u7cfb\u7edf\u7ea7\u4e0a\u4e0b\u6587\u3002Intel PCM \u8fd8\u80fd\u8865\u5145\u786c\u4ef6\u5c42\u9762\u7684\u7ec6\u8282\uff0c\u7528\u4e8e\u67e5\u770b\u5185\u6838\u9ed8\u8ba4\u672a\u76f4\u63a5\u66b4\u9732\u7684\u8ba1\u6570\u5668\u3002<\/p>\n<p>\u4e0e\u4e4b\u76f8\u90bb\u7684\u5176\u4ed6\u5de5\u5177\u5219\u8986\u76d6\u4e0d\u540c\u73af\u5883\u3002Intel VTune Profiler \u7684 Memory Usage View \u80fd\u4e3a\u5355\u4e2a\u5e94\u7528\u6784\u5efa\u65f6\u95f4\u7ebf\uff0c\u8fd9\u5728\u4f60\u9700\u8981\u5206\u6790\u4ee3\u7801\u800c\u975e\u6392\u67e5\u6574\u53f0\u4e3b\u673a\u65f6\u975e\u5e38\u6709\u5e2e\u52a9\u3002PerfMon \u5219\u7528\u4e8e Windows \u4e0a\u7684\u8d44\u6e90\u4f7f\u7528\u8ddf\u8e2a\uff0c\u56e0\u6b64\u5373\u4fbf\u8131\u79bb Linux\uff0c\u7c7b\u4f3c\u8c03\u67e5\u4e5f\u4f9d\u7136\u53ef\u884c\u3002\u5e94\u628a\u8fd9\u4e00\u6574\u7ec4\u5de5\u5177\u89c6\u4e3a Linux \u8d44\u6e90\u76d1\u63a7\u5de5\u5177\u7bb1\uff0c\u800c\u4e0d\u662f\u7b80\u5355\u7684\u4f18\u5148\u7ea7\u6392\u540d\u3002<\/p>\n<h3>\u5b89\u88c5\u547d\u4ee4<\/h3>\n<p>\u8fd9\u4e9b\u5de5\u5177\u5927\u591a\u90fd\u53ef\u4ee5\u901a\u8fc7\u6807\u51c6\u8f6f\u4ef6\u4ed3\u5e93\u5b89\u88c5\uff0c\u5e76\u4e14\u901a\u5e38\u9700\u8981 root \u6743\u9650\u3002\u5728 OpenCloudOS \u4e0a\uff0c\u4ee5 root \u8eab\u4efd\u8fd0\u884c <code>yum install perf<\/code> \u548c <code>yum install sysstat<\/code>\uff1b\u5176\u4e2d sysstat \u8f6f\u4ef6\u5305\u63d0\u4f9b pidstat \u548c sar\u3002Debian \u548c Ubuntu \u7528\u6237\u8fd0\u884c <code>apt install sysstat<\/code>\uff0c\u800c CentOS\u3001Rocky Linux\u3001Fedora \u548c RHEL \u7528\u6237\u8fd0\u884c <code>dnf install sysstat<\/code>\u3002\u5b89\u88c5\u5b8c\u6210\u540e\uff0c\u4f7f\u7528 <code>systemctl start sysstat.service<\/code> \u542f\u52a8\u91c7\u96c6\u670d\u52a1\uff0c\u5426\u5219 sar \u5c06\u6ca1\u6709\u4efb\u4f55\u5386\u53f2\u6570\u636e\u53ef\u4f9b\u56de\u987e\u3002<\/p>\n<p>vmstat \u65e0\u9700\u989d\u5916\u5b89\u88c5\uff0c\u56e0\u4e3a procps-ng \u8f6f\u4ef6\u5305\u5df2\u5305\u542b\u5b83\uff0c\u4f60\u53ef\u4ee5\u76f4\u63a5\u8fd0\u884c <code>vmstat<\/code>\u3002\u5728\u5f00\u59cb\u91c7\u6837\u524d\uff0c\u5148\u68c0\u67e5 <code>perf_event_paranoid<\/code> \u8bbe\u7f6e\uff1b\u5982\u679c\u8be5\u503c\u8fc7\u4e8e\u4e25\u683c\uff0c\u5c31\u4f1a\u963b\u6b62\u975e\u7279\u6743\u7528\u6237\u8bbf\u95ee\u6027\u80fd\u8ba1\u6570\u5668\uff0c\u800c root \u5219\u53ef\u4ee5\u907f\u5f00\u8fd9\u4e00\u9650\u5236\u3002\u6700\u597d\u5728\u6545\u969c\u53d1\u751f\u4e4b\u524d\u786e\u8ba4\u6bcf\u4e2a\u4e8c\u8fdb\u5236\u7a0b\u5e8f\u90fd\u80fd\u6b63\u5e38\u54cd\u5e94\uff0c\u800c\u4e0d\u662f\u7b49\u5230\u4e8b\u6545\u53d1\u751f\u65f6\u518d\u4e34\u65f6\u9a8c\u8bc1\u3002<\/p>\n<h2><strong>\u5b9a\u4f4d\u5bfc\u81f4\u5185\u5b58\u5e26\u5bbd\u9971\u548c\u7684\u8fdb\u7a0b<\/strong><\/h2>\n<h3>\u4f7f\u7528 perf \u548c pidstat \u8fdb\u884c\u5355\u8fdb\u7a0b\u6d4b\u91cf<\/h3>\n<p>\u5148\u4ece\u5de5\u5177\u94fe\u4e2d\u6700\u8f7b\u91cf\u7684 pidstat \u5f00\u59cb\u3002\u4ee5 root \u8eab\u4efd\u8fd0\u884c <code>pidstat -r -p ALL 1 10<\/code>\uff0c\u5bf9\u6240\u6709\u8fd0\u884c\u4e2d\u7684\u8fdb\u7a0b\u8fdb\u884c\u91c7\u6837\uff0c\u6bcf\u79d2\u4e00\u6b21\uff0c\u5171\u91c7\u6837\u5341\u6b21\u3002<code>minflt\/s<\/code> \u548c <code>majflt\/s<\/code> \u4e24\u5217\u663e\u793a\u9875\u9762\u9519\u8bef\u6570\uff1b\u5982\u679c\u67d0\u4e2a\u8fdb\u7a0b\u5360\u7528\u7684\u6570\u636e\u5e76\u4e0d\u591a\uff0c\u5374\u6301\u7eed\u4fdd\u6301\u7a33\u5b9a\u7684\u7f3a\u9875\u901f\u7387\uff0c\u90a3\u4e48\u5b83\u66f4\u53ef\u80fd\u8868\u73b0\u4e3a\u6d41\u5f0f\u8bbf\u95ee\u884c\u4e3a\uff0c\u800c\u4e0d\u662f\u5355\u7eaf\u62e5\u6709\u4e00\u4e2a\u5f88\u5927\u7684\u5185\u5b58\u5360\u7528\u3002\u82e5\u8981\u66f4\u5feb\u5730\u505a\u521d\u6b65\u6392\u67e5\uff0c\u53ef\u4ee5\u8fd0\u884c <code>pidstat -r 1 5 | sort -k7 -nr | head<\/code>\uff0c\u4f18\u5148\u5217\u51fa\u5185\u5b58\u5360\u7528\u8d85\u8fc7 1GB \u7684\u8fdb\u7a0b\u3002\u8fd9\u6837\u4f60\u5c31\u80fd\u5728\u4e0d\u5f15\u5165\u786c\u4ef6\u8ba1\u6570\u5668\u5f00\u9500\u7684\u60c5\u51b5\u4e0b\u83b7\u53d6\u5b9e\u65f6\u5185\u5b58\u7edf\u8ba1\u4fe1\u606f\u3002<\/p>\n<p>\u5f53\u4f60\u9700\u8981\u771f\u6b63\u6309\u541e\u5410\u91cf\u5f52\u56e0\u65f6\uff0c\u518d\u5347\u7ea7\u5230 perf\u3002\u5bf9\u53ef\u7591\u8fdb\u7a0b\u8fd0\u884c <code>perf stat -e cycles,instructions,cache-misses -p &lt;PID&gt; sleep 10<\/code>\u3002\u5982\u679c\u7f13\u5b58\u672a\u547d\u4e2d\u7387\u5f88\u9ad8\uff0c\u540c\u65f6\u6bcf\u5468\u671f\u6307\u4ee4\u6570\u504f\u4f4e\uff0c\u8fd9\u901a\u5e38\u610f\u5473\u7740\u8be5\u8fdb\u7a0b\u6b63\u4ee5\u8d85\u51fa\u7f13\u5b58\u4f9b\u7ed9\u80fd\u529b\u7684\u901f\u5ea6\u4ece DRAM \u62c9\u53d6\u6570\u636e\u3002\u82e5\u8981\u67e5\u770b\u7cfb\u7edf\u6574\u4f53\u60c5\u51b5\uff0c\u53ef\u4ee5\u8fd0\u884c <code>perf stat -a -e cycles,instructions sleep 10<\/code>\uff0c\u518d\u5c06\u6c47\u603b\u7ed3\u679c\u4e0e\u4f60\u7684 STREAM \u57fa\u7ebf\u8fdb\u884c\u6bd4\u8f83\u3002\u50cf\u8fd9\u6837\u7ec6\u81f4\u7684\u8fdb\u7a0b\u5206\u6790\uff0c\u80fd\u591f\u628a\u771f\u6b63\u7684\u5e26\u5bbd\u541e\u566c\u8005\u4e0e\u4ec5\u4ec5\u5360\u7528\u5927\u91cf\u9875\u9762\u7684\u8fdb\u7a0b\u533a\u5206\u5f00\u6765\u3002<\/p>\n<h3>\u501f\u52a9 sar\u3001vmstat \u548c PCM \u83b7\u53d6\u670d\u52a1\u5668\u7ea7\u4e0a\u4e0b\u6587<\/h3>\n<p>\u5728\u6df1\u5165\u67d0\u4e00\u4e2a\u8fdb\u7a0b\u4e4b\u524d\uff0c\u5148\u786e\u8ba4\u7cfb\u7edf\u5c42\u9762\u786e\u5b9e\u5df2\u7ecf\u63a5\u8fd1\u9971\u548c\u3002\u8fd0\u884c <code>sar -r 1 5<\/code> \u67e5\u770b\u4e00\u6bb5\u65f6\u95f4\u5185\u7684\u5185\u5b58\u4f7f\u7528\u7edf\u8ba1\uff0c\u91cd\u70b9\u5173\u6ce8 <code>kbmemfree<\/code> \u548c <code>kbmemused<\/code> \u6240\u53cd\u6620\u7684\u538b\u529b\u60c5\u51b5\u3002\u7136\u540e\u8fd0\u884c <code>sar -B 1 5<\/code>\uff0c\u68c0\u67e5 <code>pgscank\/s<\/code> \u548c <code>pgsteal\/s<\/code>\u3002\u5982\u679c\u8fd9\u4e9b\u503c\u6301\u7eed\u4e0a\u5347\uff0c\u8bf4\u660e\u5185\u6838\u6b63\u5728\u79ef\u6781\u56de\u6536\u9875\u9762\uff0c\u8fd9\u662f\u201c\u67d0\u4e2a\u8fdb\u7a0b\u5bfc\u81f4\u5185\u5b58\u5e26\u5bbd\u9971\u548c\uff0c\u4ece\u800c\u62d6\u7d2f\u6574\u53f0\u670d\u52a1\u5668\u201d\u7684\u5f3a\u70c8\u4fe1\u53f7\u3002<\/p>\n<p>vmstat \u5219\u8865\u5145\u4e86\u4e00\u4e2a\u7b80\u6d01\u7684\u7cfb\u7edf\u603b\u89c8\u3002\u8fd0\u884c <code>vmstat 1 5<\/code>\uff0c\u89c2\u5bdf <code>si<\/code> \u548c <code>so<\/code> \u4e24\u5217\uff1b\u5982\u679c\u5728\u8d1f\u8f7d\u671f\u95f4\u51fa\u73b0\u975e\u96f6\u7684 swap-in \u548c swap-out\uff0c\u5c31\u8bf4\u660e\u670d\u52a1\u5668\u786e\u5b9e\u5b58\u5728\u5185\u5b58\u538b\u529b\u3002Intel PCM \u8fd8\u80fd\u7ee7\u7eed\u6df1\u5165\u3002\u8fd0\u884c <code>pcm.x 1<\/code>\uff0c\u8bfb\u53d6\u96c6\u6210\u5185\u5b58\u63a7\u5236\u5668\u8ba1\u6570\u5668\uff0c\u5176\u4e2d\u5305\u62ec\u6bcf\u4e2a\u901a\u9053\u7684\u6bcf\u79d2\u8bfb\u5199\u5b57\u8282\u6570\u3002\u5c06\u8fd9\u4e00\u6570\u503c\u4e0e STREAM \u53c2\u8003\u503c\u8fdb\u884c\u6bd4\u8f83\u3002\u5982\u679c\u8bfb\u6570\u5df2\u7ecf\u63a5\u8fd1\u57fa\u7ebf\uff0c\u5c31\u8bf4\u660e\u670d\u52a1\u5668\u5728\u786c\u4ef6\u5c42\u9762\u5df2\u7ecf\u8fbe\u5230\u9971\u548c\uff0c\u800c\u4e0d\u4ec5\u4ec5\u662f\u201c\u6bd4\u8f83\u7e41\u5fd9\u201d\u3002<\/p>\n<p>\u89e3\u8bfb\u8fd9\u4e9b\u5b57\u6bb5\u65f6\u4e00\u5b9a\u8981\u8c28\u614e\u3002\u9ad8\u5230\u4f4e\u6392\u5217\u7684\u9ad8\u5185\u5b58\u4f7f\u7528\u91cf\uff0c\u53ea\u80fd\u544a\u8bc9\u4f60\u8c01\u6301\u6709\u6700\u591a\u9875\u9762\uff0c\u800c\u4e0d\u80fd\u544a\u8bc9\u4f60\u8c01\u79fb\u52a8\u4e86\u6700\u591a\u5b57\u8282\u3002\u4e00\u4e2a\u62e5\u6709\u5927\u578b\u7f13\u51b2\u6c60\u7684\u6570\u636e\u5e93\uff0c\u53ef\u80fd\u8868\u73b0\u51fa\u5de8\u5927\u7684\u5185\u5b58\u5360\u7528\uff0c\u4f46\u5b9e\u9645\u4e0a\u5904\u4e8e\u7a7a\u95f2\u72b6\u6001\uff1b\u800c\u4e00\u4e2a\u8f83\u5c0f\u7684\u5de5\u4f5c\u8fdb\u7a0b\uff0c\u53ef\u80fd\u901a\u8fc7\u6301\u7eed\u6d41\u5f0f\u8bfb\u53d6\u548c\u5199\u5165\u6570\u636e\u6765\u5360\u6ee1\u5185\u5b58\u603b\u7ebf\u3002\u5e94\u6309\u7f3a\u9875\u901f\u7387\u548c\u7f13\u5b58\u672a\u547d\u4e2d\u6765\u6392\u5e8f\u6d3b\u8dc3\u8fdb\u7a0b\uff0c\u800c\u4e0d\u662f\u53ea\u6309\u5e38\u9a7b\u5185\u5b58\u5927\u5c0f\u6392\u5e8f\u3002\u8fd9\u79cd\u533a\u5206\u6709\u52a9\u4e8e\u4fdd\u62a4\u4f60\u7684\u670d\u52a1\u5668\u6027\u80fd\u7ed3\u8bba\u4e0d\u88ab\u8bef\u5bfc\uff0c\u8ba9\u6392\u67e5\u4fdd\u6301\u4e25\u8c28\u3002<\/p>\n<h2><strong>\u5173\u8054\u9a8c\u8bc1\u4e0e\u9884\u9632<\/strong><\/h2>\n<h3>\u4ea4\u53c9\u6838\u5bf9\u65e5\u5fd7\u4e0e\u6307\u6807<\/h3>\n<p>\u5355\u6b21 perf \u8bfb\u6570\u53ef\u80fd\u4f1a\u4ea7\u751f\u8bef\u5bfc\uff0c\u56e0\u6b64\u5728\u91c7\u53d6\u63aa\u65bd\u524d\uff0c\u5e94\u5c06\u53ef\u7591\u8fdb\u7a0b\u4e0e\u7cfb\u7edf\u65e5\u5fd7\u8fdb\u884c\u5173\u8054\u3002\u68c0\u67e5 <code>dmesg<\/code> \u548c\u7cfb\u7edf\u65e5\u5fd7\uff0c\u67e5\u770b\u662f\u5426\u5b58\u5728\u4e0e\u91c7\u6837\u65f6\u95f4\u7a97\u53e3\u4e00\u81f4\u7684 OOM \u6740\u8fdb\u7a0b\u3001ECC \u4e8b\u4ef6\u6216\u9875\u9762\u5206\u914d\u5931\u8d25\u3002\u53ef\u4ee5\u5728 Linux \u670d\u52a1\u5668\u4e0a\u8fd0\u884c <code>journalctl -k --since \"1 hour ago\" | grep -i memory<\/code>\uff0c\u5e76\u5c06\u8f93\u51fa\u65f6\u95f4\u6233\u4e0e\u4f60\u6d4b\u5f97\u7684\u5e26\u5bbd\u5cf0\u503c\u5bf9\u7167\u8d77\u6765\u3002<\/p>\n<p>\u63a5\u7740\uff0c\u518d\u5c06 sar \u5386\u53f2\u4e0e\u540c\u4e00\u65f6\u95f4\u7a97\u53e3\u4ea4\u53c9\u6838\u5bf9\u3002\u5728\u4f60\u7684\u91c7\u6837\u4e2d\u8868\u73b0\u51fa\u9ad8\u5185\u5b58\u5360\u7528\u7684\u8fdb\u7a0b\uff0c\u4e5f\u5e94\u5728\u90a3\u4e2a\u5c0f\u65f6\u7684 sar \u8bb0\u5f55\u4e2d\u4f53\u73b0\u51fa\u4e00\u81f4\u8d8b\u52bf\u3002\u5982\u679c\u4e24\u8005\u4e0d\u4e00\u81f4\uff0c\u5c31\u8bf4\u660e\u4f60\u7684\u91c7\u6837\u6355\u6349\u5230\u7684\u53ef\u80fd\u53ea\u662f\u4e00\u4e2a\u77ac\u65f6\u7a81\u53d1\uff0c\u800c\u4e0d\u662f\u6301\u7eed\u6a21\u5f0f\u3002\u82e5\u6761\u4ef6\u5141\u8bb8\uff0c\u53ef\u5728\u53e6\u4e00\u53f0\u8d1f\u8f7d\u76f8\u8fd1\u7684 Linux \u4e3b\u673a\u4e0a\u590d\u6838\u540c\u6837\u7684\u95ee\u9898\uff0c\u518d\u51b3\u5b9a\u662f\u5426\u5347\u7ea7\u5904\u7406\u3002\u8fd9\u4e00\u6b65\u80fd\u591f\u628a\u771f\u6b63\u7684\u5143\u51f6\u4e0e\u5076\u7136\u5de7\u5408\u533a\u5206\u5f00\u6765\u3002<\/p>\n<h3>\u6301\u7eed\u76d1\u63a7\u5efa\u8bae<\/h3>\n<p>\u9884\u9632\u59cb\u4e8e\u57fa\u7ebf\u3002\u8bb0\u5f55\u6bcf\u53f0\u670d\u52a1\u5668\u7684 STREAM \u6d4b\u8bd5\u7ed3\u679c\u548c\u5178\u578b\u5185\u5b58\u5229\u7528\u7387\uff0c\u5e76\u5728\u5b9e\u6d4b\u541e\u5410\u91cf\u63a5\u8fd1\u8be5\u53c2\u8003\u503c\u65f6\u89e6\u53d1\u544a\u8b66\u3002\u5e94\u5b9a\u671f\u91c7\u6837\u8d44\u6e90\u4f7f\u7528\u60c5\u51b5\uff0c\u800c\u4e0d\u662f\u53ea\u5728\u6545\u969c\u53d1\u751f\u540e\u624d\u53bb\u67e5\u770b\u3002<\/p>\n<ul>\n<li>\u6bcf\u5c0f\u65f6\u8fd0\u884c\u4e00\u6b21 <code>pidstat -r 1 60<\/code>\uff0c\u5e76\u5f52\u6863\u8f93\u51fa\u7ed3\u679c\u3002<\/li>\n<li>\u6309\u5468\u8ddf\u8e2a\u4e3b\u8981\u670d\u52a1\u5668\u8fdb\u7a0b\u7684\u5185\u5b58\u4f7f\u7528\u8d8b\u52bf\u3002<\/li>\n<li>\u5bf9 sar \u4e2d\u4e0d\u65ad\u4e0a\u5347\u7684 <code>pgscank\/s<\/code> \u8bbe\u7f6e\u544a\u8b66\uff0c\u800c\u4e0d\u662f\u4ec5\u5bf9\u5185\u5b58\u5360\u7528\u7387\u8bbe\u7f6e\u544a\u8b66\u3002<\/li>\n<\/ul>\n<p>\u6bcf\u6b21\u90e8\u7f72\u540e\u90fd\u5e94\u590d\u67e5\u6d3b\u8dc3\u7684\u670d\u52a1\u5668\u8fdb\u7a0b\uff0c\u56e0\u4e3a\u65b0\u4ee3\u7801\u5e38\u5e38\u4f1a\u6539\u53d8\u5e26\u5bbd\u4f7f\u7528\u6a21\u5f0f\u3002\u5c24\u5176\u8981\u5173\u6ce8\u90a3\u4e9b\u5185\u5b58\u5360\u7528\u4e0d\u65ad\u589e\u957f\u3001\u4f46\u5de5\u4f5c\u4ea7\u51fa\u5e76\u672a\u540c\u6b65\u63d0\u5347\u7684\u8fd0\u884c\u8fdb\u7a0b\u3002<\/p>\n<p>\u5982\u4eca\uff0cAI \u9a71\u52a8\u7684\u5206\u6790\u5de5\u5177\u5df2\u7ecf\u80fd\u591f\u9884\u6d4b\u5185\u5b58\u9971\u548c\uff0c\u5e76\u7ed9\u51fa\u5de5\u4f5c\u8d1f\u8f7d\u5206\u5e03\u8c03\u6574\u6216\u786c\u4ef6\u5347\u7ea7\u5efa\u8bae\u3002\u4f46\u5e94\u628a\u5b83\u4eec\u89c6\u4e3a\u5bf9\u76f4\u63a5\u6d4b\u91cf\u7684\u8865\u5145\uff0c\u800c\u4e0d\u662f\u66ff\u4ee3\u54c1\u3002\u5728 Linux \u670d\u52a1\u5668\u6027\u80fd\u5206\u6790\u4e2d\uff0c\u4f60\u81ea\u5df1\u91c7\u96c6\u5230\u7684\u8ba1\u6570\u5668\u6570\u636e\u4ecd\u7136\u662f\u6700\u7ec8\u4f9d\u636e\uff1b\u5f53\u6000\u7591\u662f\u67d0\u4e2a\u8fdb\u7a0b\u5bfc\u81f4\u5185\u5b58\u5e26\u5bbd\u9971\u548c\u65f6\uff0c\u8fd9\u4e9b\u6570\u636e\u4e5f\u80fd\u8ba9\u4f60\u7684\u7ed3\u8bba\u66f4\u6709\u8bf4\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\u5bf9\u7167 STREAM \u57fa\u7ebf\u786e\u8ba4\u662f\u5426\u771f\u7684\u53d1\u751f\u4e86\u9971\u548c\u3002\u63a5\u7740\u4f7f\u7528 pidstat \u6216 perf \u5c06\u8d1f\u8f7d\u5f52\u56e0\u5230\u5177\u4f53\u8fdb\u7a0b\u3002\u7136\u540e\u7528 sar \u5386\u53f2\u548c\u5185\u6838\u65e5\u5fd7\u9a8c\u8bc1\u8fd9\u4e00\u53d1\u73b0\u3002\u6700\u540e\u5efa\u7acb\u5b9a\u671f\u91c7\u6837\u673a\u5236\uff0c\u8ba9\u4e0b\u4e00\u6b21\u6545\u969c\u6392\u67e5\u4ece\u6570\u636e\u5f00\u59cb\uff0c\u800c\u4e0d\u662f\u4ece\u731c\u6d4b\u5f00\u59cb\u3002<\/p>\n<p>\u5efa\u8bae\u51c6\u5907\u4e00\u4efd\u7b80\u77ed\u7684\u6545\u969c\u5904\u7406\u6e05\u5355\uff1a\u57fa\u7ebf\u662f\u5426\u5df2\u8bb0\u5f55\u3001\u662f\u5426\u5df2\u5b8c\u6210 pidstat \u91c7\u6837\u3001\u662f\u5426\u5df2\u8bfb\u53d6 perf \u8ba1\u6570\u5668\u3001\u662f\u5426\u5df2\u5339\u914d sar \u65f6\u95f4\u7a97\u53e3\u3001\u662f\u5426\u5df2\u68c0\u67e5\u65e5\u5fd7\u3001\u662f\u5426\u5df2\u8bbe\u7f6e\u544a\u8b66\u9608\u503c\u3002\u5728\u4efb\u4f55 Linux \u4e3b\u673a\u4e0a\uff0c\u90fd\u5efa\u8bae\u5148\u4ece pidstat \u5f00\u59cb\uff0c\u56e0\u4e3a\u5b83\u5f00\u9500\u5c0f\u3001\u53cd\u9988\u5feb\u3002\u53ea\u6709\u5728\u4f60\u9700\u8981\u786c\u4ef6\u7ea7\u6df1\u5ea6\u5206\u6790\u65f6\uff0c\u518d\u5347\u7ea7\u5230 perf \u6216 Intel PCM\u3002\u8fd9\u6837\u7684\u987a\u5e8f\u80fd\u591f\u8ba9\u6bcf\u4e00\u6b21\u670d\u52a1\u5668\u6392\u67e5\u90fd\u5177\u5907\u53ef\u91cd\u590d\u6027\uff0c\u4e5f\u80fd\u628a\u201c\u6a21\u7cca\u7684\u7cfb\u7edf\u53d8\u6162\u201d\u8f6c\u5316\u4e3a\u201c\u670d\u52a1\u5668\u4e0a\u67d0\u4e2a\u5df2\u660e\u786e\u547d\u540d\u7684\u8fdb\u7a0b\u201d\u3002<\/p>\n<h2><strong>\u5e38\u89c1\u95ee\u9898<\/strong><\/h2>\n<h3>\u5e94\u8be5\u5148\u5c1d\u8bd5\u54ea\u4e2a\u5de5\u5177\uff1f<\/h3>\n<p>\u5148\u7528 pidstat\u3002\u5b83\u5f00\u9500\u5c0f\u3001\u89c1\u6548\u5feb\u3002\u5728 Linux \u4e3b\u673a\u4e0a\u8fd0\u884c <code>pidstat -r -p ALL 1 10<\/code>\uff0c\u91cd\u70b9\u67e5\u770b\u7f3a\u9875\u76f8\u5173\u5217\u3002\u53ea\u6709\u5728\u9700\u8981\u786c\u4ef6\u7ea7\u6df1\u5ea6\u5206\u6790\u65f6\uff0c\u518d\u5347\u7ea7\u5230 perf \u6216 Intel PCM\u3002<\/p>\n<h3>\u5982\u4f55\u5224\u65ad\u74f6\u9888\u662f\u5e26\u5bbd\u800c\u4e0d\u662f CPU\uff1f<\/h3>\n<p>\u5148\u67e5\u770b\u4f60\u7684 STREAM \u57fa\u7ebf\u3002\u51fa\u73b0\u5e26\u5bbd\u9971\u548c\u7684\u670d\u52a1\u5668\u901a\u5e38\u8868\u73b0\u4e3a\u5ef6\u8fdf\u5347\u9ad8\uff0c\u800c CPU \u7a7a\u95f2\u7387\u4f9d\u7136\u8f83\u9ad8\u3002\u540c\u65f6\uff0c\u7f13\u5b58\u672a\u547d\u4e2d\u7387\u4f1a\u4e0a\u5347\uff0c\u6bcf\u5468\u671f\u6307\u4ee4\u6570\u4f1a\u4e0b\u964d\u3002\u518d\u7ed3\u5408 sar \u5386\u53f2\u8fdb\u884c\u786e\u8ba4\uff0c\u7136\u540e\u518d\u5224\u65ad\u662f\u5426\u5e94\u5f52\u56e0\u4e8e\u67d0\u4e2a\u8fdb\u7a0b\u3002<\/p>\n<h3>\u4e00\u4e2a\u5185\u5b58\u4f7f\u7528\u91cf\u5f88\u5c0f\u7684\u8fdb\u7a0b\u4e5f\u4f1a\u5360\u6ee1\u603b\u7ebf\u5417\uff1f<\/h3>\n<p>\u4f1a\u3002\u5185\u5b58\u4f7f\u7528\u91cf\u548c\u5185\u5b58\u541e\u5410\u91cf\u662f\u4e24\u79cd\u5b8c\u5168\u4e0d\u540c\u7684\u6307\u6807\u3002\u4e00\u4e2a\u5360\u7528\u4e0d\u5927\u7684\u5de5\u4f5c\u8fdb\u7a0b\uff0c\u5b8c\u5168\u53ef\u80fd\u56e0\u4e3a\u6301\u7eed\u6d41\u5f0f\u642c\u8fd0\u6570\u636e\u800c\u5360\u6ee1\u603b\u7ebf\uff1b\u800c\u4e00\u4e2a\u5927\u578b\u7f13\u51b2\u6c60\u5219\u53ef\u80fd\u53ea\u662f\u5b89\u9759\u5730\u9a7b\u7559\u5728\u5185\u5b58\u4e2d\u3002\u5e94\u6309\u7f3a\u9875\u901f\u7387\u548c\u7f13\u5b58\u672a\u547d\u4e2d\u6392\u5e8f\uff0c\u800c\u4e0d\u662f\u53ea\u770b\u5e38\u9a7b\u5185\u5b58\u5927\u5c0f\u3002<\/p>\n<h3>\u5728\u751f\u4ea7\u670d\u52a1\u5668\u4e0a\u5e94\u591a\u4e45\u91c7\u6837\u4e00\u6b21\uff1f<\/h3>\n<p>\u5e94\u5b9a\u671f\u91c7\u6837\uff0c\u800c\u4e0d\u53ea\u662f\u51fa\u95ee\u9898\u65f6\u624d\u91c7\u6837\u3002\u5efa\u8bae\u6bcf\u5c0f\u65f6\u8fd0\u884c\u4e00\u6b21 <code>pidstat -r 1 60<\/code> \u5e76\u5f52\u6863\u7ed3\u679c\uff1b\u5bf9 sar \u4e2d\u4e0a\u5347\u7684 <code>pgscank\/s<\/code> \u8bbe\u7f6e\u544a\u8b66\u3002\u6bcf\u6b21\u90e8\u7f72\u540e\u90fd\u8981\u590d\u67e5 Linux \u670d\u52a1\u5668\uff0c\u56e0\u4e3a\u65b0\u4ee3\u7801\u53ef\u80fd\u4f1a\u6539\u53d8\u5e26\u5bbd\u6a21\u5f0f\u3002<\/p>\n<h3>\u5982\u679c STREAM \u6d4b\u8bd5\u7ed3\u679c\u4f4e\u4e8e\u57fa\u7ebf\u610f\u5473\u7740\u4ec0\u4e48\uff1f<\/h3>\n<p>\u8f83\u4f4e\u7684\u7ed3\u679c\u901a\u5e38\u610f\u5473\u7740\u5185\u5b58\u6761\u5b89\u88c5\u4e0d\u7262\u3001\u901a\u9053\u672a\u542f\u7528\uff0c\u6216\u5185\u5b58\u6279\u6b21\u6df7\u63d2\u3002\u53ef\u4ee5\u4f7f\u7528 <code>ipmitool sel list | grep -i memory<\/code> \u8fdb\u884c\u786e\u8ba4\u3002\u4fee\u590d\u786c\u4ef6\u95ee\u9898\u540e\u91cd\u65b0\u8fd0\u884c\u57fa\u51c6\u6d4b\u8bd5\uff0c\u5e76\u628a\u4fee\u6b63\u540e\u7684\u7ed3\u679c\u4f5c\u4e3a\u8be5 Linux \u670d\u52a1\u5668\u7684\u65b0\u53c2\u8003\u503c\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5728 Linux \u4e0a\uff0c\u53ef\u4ee5\u4f7f\u7528 perf\u3001pidstat \u6216 sar \u7b49\u6027\u80fd\u76d1\u63a7\u5de5\u5177\u6765\u6d4b\u91cf\u5355\u4e2a\u8fdb\u7a0b\u7684\u5185\u5b58\u5e26\u5bbd\u3002CPU \u548c\u78c1\u76d8\u9971\u548c\u901a\u5e38\u80fd\u5728 top \u548c iostat \u4e2d\u76f4\u89c2\u770b\u51fa\u6765\uff0c\u800c\u5185\u5b58\u5e26\u5bbd\u9971\u548c\u5374\u5e76\u975e\u5982\u6b64\u3002\u5b83\u5e38\u5e38\u9690\u85cf\u5728\u770b\u4f3c\u5065\u5eb7\u7684 CPU \u7a7a\u95f2\u7387\u80cc\u540e\uff0c\u751a\u81f3\u53ef\u80fd\u5728\u4e00\u53f0 Linux \u670d\u52a1\u5668\u4e0a\u6301\u7eed\u6570\u6708\u800c\u6ca1\u6709\u660e\u663e\u539f\u56e0\u3002\u8bf7\u8bb0\u4f4f\uff0ctop \u548c ps \u62a5\u544a\u7684\u662f\u5185\u5b58\u4f7f\u7528\u91cf\uff0c\u800c\u4e0d\u662f\u5185\u5b58\u541e\u5410\u91cf\u3002\u8981\u627e\u51fa\u7a76\u7adf\u662f\u54ea\u4e2a\u8fdb\u7a0b\u7ea7\u8d1f\u8f7d\u8ba9\u5185\u5b58\u5e26\u5bbd\u957f\u671f\u5904\u4e8e\u9971\u548c\u72b6\u6001\uff0c\u4f60\u9700\u8981\u4e00\u5957\u4e13\u95e8\u7684\u6d4b\u91cf\u65b9\u6cd5\u3002\u672c\u6587\u5c06\u63d0\u4f9b\u4e00\u5957\u5faa\u5e8f\u6e10\u8fdb\u7684\u6392\u67e5\u6d41\u7a0b\uff0c\u5305\u62ec\u547d\u4ee4\u4f7f\u7528\u65b9\u6cd5\u548c\u7ed3\u679c\u89e3\u8bfb\uff0c\u5e2e\u52a9\u7cfb\u7edf\u7ba1\u7406\u5458\u4e0e DevOps \u5de5\u7a0b\u5e08\u5728\u4efb\u4f55\u670d\u52a1\u5668\u4e0a\u9501\u5b9a\u5143\u51f6\u3001\u5b8c\u6210\u9a8c\u8bc1\uff0c\u5e76\u5728\u540e\u7eed\u6301\u7eed\u4fdd\u6301\u670d\u52a1\u5668\u5065\u5eb7\u3002 \u4e3a\u4ec0\u4e48\u5185\u5b58\u5e26\u5bbd\u5bf9\u670d\u52a1\u5668\u5982\u6b64\u91cd\u8981 \u5f53 CPU \u4f7f\u7528\u7387\u4f4e\u4e8e\u9884\u671f\uff0c\u5374\u51fa\u73b0\u54cd\u5e94\u65f6\u95f4\u4e0a\u5347\u548c\u67e5\u8be2\u5ef6\u8fdf\u589e\u52a0\u65f6\uff0c\u8fd9\u5f80\u5f80\u662f\u67d0\u4e2a\u8fdb\u7a0b\u9020\u6210\u5185\u5b58\u5e26\u5bbd\u9971\u548c\u7684\u5178\u578b\u4fe1\u53f7\u3002\u5728 Linux \u670d\u52a1\u5668\u4e0a\uff0c\u8fd9\u79cd\u73b0\u8c61\u53ef\u80fd\u6301\u7eed\u6570\u6708\u3002CPU \u770b\u4f3c\u7a7a\u95f2\uff0c\u4f46\u6bcf\u4e00\u4e2a\u8bf7\u6c42\u90fd\u5728\u7b49\u5f85\u66f4\u4e45\u3002\u5728\u8ba4\u5b9a\u53d1\u751f\u4e86\u5e26\u5bbd\u9971\u548c\u4e4b\u524d\uff0c\u4f60\u9996\u5148\u9700\u8981\u4e00\u4e2a\u53c2\u8003\u57fa\u51c6\u3002 \u9971\u548c\u7684\u5178\u578b\u75c7\u72b6 \u5982\u679c\u4e00\u4e2a\u9ad8\u7ebf\u7a0b\u6570\u8d1f\u8f7d\u65e0\u6cd5\u968f\u7740\u6838\u5fc3\u6570\u589e\u52a0\u800c\u7ee7\u7eed\u6269\u5c55\uff0c\u90a3\u4e48\u5b83\u5f88\u53ef\u80fd\u5df2\u7ecf\u8017\u5c3d\u4e86\u5168\u90e8\u53ef\u7528\u5185\u5b58\u5e26\u5bbd\u3002\u7ee7\u7eed\u589e\u52a0\u7ebf\u7a0b\u4e0d\u4f1a\u5e26\u6765\u6536\u76ca\uff0c\u53cd\u800c\u4f1a\u8ba9\u5ef6\u8fdf\u6301\u7eed\u4e0a\u5347\u3002STREAM \u57fa\u51c6\u6d4b\u8bd5\u80fd\u591f\u63d0\u4f9b\u8282\u70b9\u7ea7\u522b\u7684\u53c2\u8003\u503c\uff0c\u8ba9\u4f60\u53ef\u4ee5\u628a\u5b9e\u6d4b\u541e\u5410\u91cf\u4e0e\u5df2\u77e5\u57fa\u7ebf\u8fdb\u884c\u5bf9\u6bd4\uff0c\u800c\u4e0d\u662f\u51ed\u611f\u89c9\u5224\u65ad\u3002\u56e0\u6b64\uff0c\u5728\u6b63\u5f0f\u6392\u67e5\u4e4b\u524d\uff0c\u5e94\u5148\u5728 Linux \u4e3b\u673a\u4e0a\u8fd0\u884c\u8be5\u57fa\u51c6\u6d4b\u8bd5\u3002 \u5185\u5b58\u4f7f\u7528\u91cf\u4e0e\u5185\u5b58\u5e26\u5bbd\u7684\u533a\u522b top \u548c ps 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