使用“ps”命令时,“%cpu”列在具有多核处理器时意味着什么?

Using the `ps` command, what does the `%cpu` column mean when having a processor with multiple cores?

查看关于我的CPU架构的信息:

root@jai [~]# lscpu
Architecture:          x86_64
CPU op-mode(s):        32-bit, 64-bit
Byte Order:            Little Endian
CPU(s):                16
On-line CPU(s) list:   0-15
Thread(s) per core:    1
Core(s) per socket:    1
Socket(s):             16
NUMA node(s):          1
Vendor ID:             GenuineIntel
CPU family:            6
Model:                 86
Model name:            Intel(R) Xeon(R) CPU D-1541 @ 2.10GHz
Stepping:              3
CPU MHz:               2099.998
BogoMIPS:              4199.99
Hypervisor vendor:     KVM
Virtualization type:   full
L1d cache:             32K
L1i cache:             32K
L2 cache:              4096K
L3 cache:              16384K
NUMA node0 CPU(s):     0-15

我的网站性能很差,有时会间歇性地工作,一次不能完全加载页面,但几秒钟后可以正常加载所有页面。完全断断续续,同样的事情发生在不同地点的不同电脑和手机上。我怀疑问题是由于超出了我的 CPU 处理流量的能力,并处理了当时我是 运行 的情况。所以我 运行 在遇到问题时执行了以下命令。查看结果:

root@cup [~]# ps -eo pid,ppid,cmd,%mem,%cpu --sort=-%cpu | more
  PID  PPID CMD                         %MEM %CPU
26468  1499 php-fpm: pool m_jaimemontoya_n  1.0 57.3
26463  1499 php-fpm: pool m_jaimemontoya_n  0.7 42.3
26553  1499 php-fpm: pool m_jaimemontoya_n  0.6 38.5
26502  1499 php-fpm: pool m_jaimemontoya_n  0.2 35.6
26190  1499 php-fpm: pool m_jaimemontoya_n  0.3 29.4
18242  1499 php-fpm: pool m_jaimemontoya_n  1.1 22.8
19045  1499 php-fpm: pool m_jaimemontoya_n  1.0 20.6
18437  1499 php-fpm: pool m_jaimemontoya_n  0.6 20.2
18269  1499 php-fpm: pool m_jaimemontoya_n  1.1 18.5
18289  1499 php-fpm: pool m_jaimemontoya_n  0.9 13.1
19042  1499 php-fpm: pool m_jaimemontoya_n  1.1 11.9
26906     1 /usr/sbin/exim -Mc 1jTsTl-0  0.0  7.0
 8546  8014 /usr/sbin/mysqld --basedir=  1.1  6.7
26872     1 /usr/sbin/exim -Mc 1jTsTl-0  0.0  6.0
26877     1 /usr/sbin/exim -Mc 1jTsTl-0  0.0  6.0
26869     1 /usr/sbin/exim -Mc 1jTsTl-0  0.0  5.0
26875 21851 /usr/sbin/exim -qG           0.0  5.0
26885     1 /usr/sbin/exim -Mc 1jTsTl-0  0.0  5.0
26891     1 /usr/sbin/exim -Mc 1jTsTl-0  0.0  5.0
26895     1 /usr/sbin/exim -Mc 1jTsTl-0  0.0  5.0
26888     1 /usr/sbin/exim -Mc 1jTsTl-0  0.0  4.0
26903     1 /usr/sbin/exim -Mc 1jTsTl-0  0.0  4.0
26880 26875 /usr/sbin/exim -qG           0.0  3.0
26881 26869 /usr/sbin/exim -Mc 1jTsTl-0  0.0  3.0
26882 26872 /usr/sbin/exim -Mc 1jTsTl-0  0.0  3.0
26899 26888 /usr/sbin/exim -Mc 1jTsTl-0  0.0  3.0
17419  1499 php-fpm: pool jaimemontoya_com  0.0  2.5
26814     1 /usr/sbin/exim -Mc 1jTsTj-0  0.0  2.5
26849     1 /usr/sbin/exim -Mc 1jTsTk-0  0.0  2.5
21290  1499 php-fpm: pool jaimemontoya_com  0.0  2.1
14959  1499 php-fpm: pool jaimemontoya_com  0.0  2.0
16122  1499 php-fpm: pool jaimemontoya_com  0.0  2.0
17085  1499 php-fpm: pool jaimemontoya_com  0.0  2.0
22367  1499 php-fpm: pool jaimemontoya_com  0.0  2.0
26826     1 /usr/sbin/exim -Mc 1jTsTk-0  0.0  2.0
26859 26849 /usr/sbin/exim -Mc 1jTsTk-0  0.0  2.0
26884 26877 /usr/sbin/exim -Mc 1jTsTl-0  0.0  2.0
26902 26895 /usr/sbin/exim -Mc 1jTsTl-0  0.0  2.0
18723  1499 php-fpm: pool jaimemontoya_com  0.0  1.7
21456  1499 php-fpm: pool jaimemontoya_com  0.0  1.7
21975  1499 php-fpm: pool jaimemontoya_com  0.0  1.7
13578  1499 php-fpm: pool jaimemontoya_com  0.0  1.6

我想了解如何解释 %CPU 列。如果我将以下值相加,我将得到 404.2 作为总数:

57.3+42.3+38.5+35.6+29.4+22.8+20.6+20.2+18.5+13.1+11.9+7.0+6.7+6.0+5.0+5.0+5.0+5.0+5.0+4.0+4.0+3.0+3.0+3.0+2.5+2.5+2.5+2.1+2.0+2.0+2.0+2.0+2.0+2.0+2.0+2.0+1.7+1.7+1.7+1.6

考虑到我有 16 个 CPU,我如何解释将所有进程的 %CPU 列中的所有值相加后得到的 404.2?我有一台 30 GB RAM 的服务器,8 核/16 线程 CPU。谢谢。

注意:过去我经常在我的服务器日志中收到此警告:WARNING: [pool m_jaimemontoya_com] server reached max_children setting (5), consider raising it 所以我将其提高到 32。因此,您看到 php-fpm 已处理超过 5 个运行同时。

更新 1:

使用 man lscpu,我看到了这个:

COLUMNS
       CPU    The logical CPU number of a CPU as used by the Linux kernel.

我让 AbraCadaver 写下他的评论作为答案,因为那是我的解决方案。他没有这样做。我在下面复制他的评论作为我问题的答案:

"That's a bad data point for ps CPU% is CPU usage is currently expressed as the percentage of time spent running during the entire lifetime of a process. Might look at top or other utility. – AbraCadaver Apr 29 at 20:41"