{"id":28335,"date":"2022-11-17T21:01:02","date_gmt":"2023-04-13T18:08:37","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bd%bf%e7%94%a8metricbeat%e8%bf%9b%e8%a1%8c%e7%b3%bb%e7%bb%9f%e4%bf%a1%e6%81%af%e7%9a%84%e5%8f%af%e8%a7%86%e5%8c%96-2\/"},"modified":"2025-08-12T07:38:12","modified_gmt":"2025-08-11T23:38:12","slug":"%e4%bd%bf%e7%94%a8metricbeat%e8%bf%9b%e8%a1%8c%e7%b3%bb%e7%bb%9f%e4%bf%a1%e6%81%af%e7%9a%84%e5%8f%af%e8%a7%86%e5%8c%96-2","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bd%bf%e7%94%a8metricbeat%e8%bf%9b%e8%a1%8c%e7%b3%bb%e7%bb%9f%e4%bf%a1%e6%81%af%e7%9a%84%e5%8f%af%e8%a7%86%e5%8c%96-2\/","title":{"rendered":"\u4f7f\u7528Metricbeat\u8fdb\u884c\u7cfb\u7edf\u4fe1\u606f\u7684\u53ef\u89c6\u5316"},"content":{"rendered":"

\u9996\u5148\u6211\u5c1d\u8bd5\u4e86\u5c06\u7cfb\u7edf\u4fe1\u606f\uff08CPU\u4f7f\u7528\u7387\u3001\u5185\u5b58\u4f7f\u7528\u91cf\u7b49\uff09\u53ef\u89c6\u5316\u3002\u5728\u8fd9\u91cc\uff0c\u6211\u4f7f\u7528\u4e86Kibana\u3001Elasticsearch\u548cMetricbeat\u3002<\/p>\n

Metricbeat\u662f\u4ec0\u4e48\uff1f\u6709\u4e00\u4e2a\u540d\u4e3aBeats\u7684\u5de5\u5177\uff0c\u7528\u4e8e\u6536\u96c6\u548c\u53d1\u9001\u6570\u636e\u3002
\nBeats\u6709\u4ee5\u4e0b6\u79cd\u7c7b\u578b\uff0c\u8fd9\u91cc\u6211\u4eec\u5c06\u4f7f\u7528Metricbeat\u3002
\n\u8bf7\u53c2\u8003\u8fd9\u4e2a\u7f51\u9875(\u5b98\u65b9\u9875\u9762)\u83b7\u53d6\u66f4\u591a\u5173\u4e8eBeats\u7684\u4fe1\u606f\u3002<\/p>\n
\n
\u540d\u524d\u6982\u8981Filebeat\u30ed\u30b0\u30d5\u30a1\u30a4\u30eb\u306e\u53ce\u96c6MetricbeatCPU,\u30e1\u30e2\u30ea\u7b49\u306e\u60c5\u5831\u53ce\u96c6Packetbeat\u30d1\u30b1\u30c3\u30c8\u60c5\u5831\u306e\u53ce\u96c6WinlogbeatWindows\u306e\u30a4\u30d9\u30f3\u30c8\u30ed\u30b0\u306e\u53ce\u96c6Auditbeat\u76e3\u67fb\u30c7\u30fc\u30bf\u306e\u53ce\u96c6Heartbeat\u30ea\u30e2\u30fc\u30c8\u304b\u3089\u7a3c\u50cd\u72b6\u6cc1\u306e\u76e3\u8996<\/p>\n

2 \u73af\u5883\uff08\u8bf7\u63d0\u4f9b\u4e00\u4e2a\u4e2d\u6587\u9009\u9879\uff09\u6211\u4f7f\u7528\u4e86VMware Workstation 14 Player\u4e0a\u7684\u4e00\u4e2a\u865a\u62df\u673a\u3002<\/p>\n

2.1 \u5ba2\u6237\u673a<\/p>\n
[root@centos74 ~]# cat \/etc\/redhat-release\r\nCentOS Linux release 7.4.1708 (Core)\r\n\r\n[root@centos74 ~]# uname -r\r\n3.10.0-693.el7.x86_64\r\n<\/code><\/pre>\n
2.2 \u529f\u80fd\u914d\u7f6e\u5728\u6301\u5ba2\u673a\u4e0a\uff0cKibana\u3001Elasticsearch\u548cMetricbeat\u5c06\u4f1a\u8fd0\u884c\u3002
\n\u6bcf\u4e2a\u7684\u89d2\u8272\u5982\u4e0b\u6240\u793a\u3002<\/p>\n
\n
\u6a5f\u80fd\u5f79\u5272MetricbeatCPU,\u30e1\u30e2\u30ea\u7b49\u306e\u60c5\u5831\u3092\u53ce\u96c6\u3057\u3066\u3001Elasticsearch\u306b\u9001\u4fe1Elasticsearch\u30c7\u30fc\u30bf\u306e\u4fdd\u7ba1\u3001\u691c\u7d22kibanaElasticsearch\u306b\u4fdd\u7ba1\u3055\u308c\u305f\u30ed\u30b0\u30c7\u30fc\u30bf\u306e\u53ef\u8996\u5316<\/p>\n
+---- PC -----+  +--------------- Guest Machine(CentOS7.4) -------------------+\r\n|             |  |                                                            |\r\n|             |  | +--- Kibana --+  +-- Elasticsearch --+  +-- Metricbeat --+ |\r\n|             |  | |             |  |                   |  |                | |\r\n|             |  | |             |  |                   |  |                | |\r\n| Web Browser |  | +--[5601]-----+  +-------[9200]------+  +----------------+ |\r\n|    |        |  |      A      |             A  A             |               |\r\n|    |        |  |      |      |             |  |             |               |\r\n|    |        |  |      |      +- localhost -+  +- localhost -+               |\r\n|    |        |  |      |                                                     |\r\n|    |        |  |      |                                                     |\r\n+----|--------+  +---- eth0 --------------------------------------------------+\r\n     |            (192.168.3.20)\r\n     |                  |\r\n     |                  |\r\n     +------------------+\r\n<\/code><\/pre>\n
\u65b9\u62ec\u53f7\u5185\u8868\u793aTCP\u7aef\u53e3\u53f7\u3002\u7bad\u5934\uff08—>\uff09\u8868\u793a\u5efa\u7acbTCP\u8fde\u63a5\u7684\u65b9\u5411\u3002<\/p>\n
\u5b89\u88c53.<\/p>\n
3.1 \u5b89\u88c5\u516c\u94a5<\/p>\n
[root@centos74 ~]# rpm --import https:\/\/artifacts.elastic.co\/GPG-KEY-elasticsearch\r\n<\/code><\/pre>\n
3.2 \u6dfb\u52a0\u4ee3\u7801\u5e93\u6839\u636e\u5b98\u65b9\u9875\u9762\u7684\u8bf4\u660e\uff0c\u6211\u5df2\u7ecf\u6dfb\u52a0\u4e86\u5b58\u50a8\u5e93\u3002
\nKibana\u7684rpm\u8f6f\u4ef6\u5305\u5c06\u4ece\u6b64\u5b58\u50a8\u5e93\u83b7\u53d6\u3002<\/p>\n
[root@centos74 ~]#<\/span> vi \/etc\/yum.repos.d\/kibana.repo\r\n[root@centos74 ~]#<\/span> cat<\/span> \/etc\/yum.repos.d\/kibana.repo\r\n[kibana-6.x]\r\nname=Kibana repository for 6.x packages\r\nbaseurl=https:\/\/artifacts.elastic.co\/packages\/6.x\/yum\r\ngpgcheck=1\r\ngpgkey=https:\/\/artifacts.elastic.co\/GPG-KEY-elasticsearch\r\nenabled=1\r\nautorefresh=1\r\ntype=rpm-md\r\n<\/span><\/code><\/pre>\n
\u6839\u636e\u5b98\u65b9\u9875\u9762\u7684\u8bf4\u660e\uff0c\u6211\u5df2\u6dfb\u52a0\u4e86\u5b58\u50a8\u5e93\u3002
\nElasticsearch\u548cMetricbeat\u7684rpm\u5305\u5c06\u4ece\u8be5\u5b58\u50a8\u5e93\u83b7\u53d6\u3002<\/p>\n
[root@centos74 ~]#<\/span> vi \/etc\/yum.repos.d\/elasticsearch.repo\r\n[root@centos74 ~]#<\/span> cat<\/span> \/etc\/yum.repos.d\/elasticsearch.repo\r\n[elasticsearch-6.x]\r\nname=Elasticsearch repository for 6.x packages\r\nbaseurl=https:\/\/artifacts.elastic.co\/packages\/6.x\/yum\r\ngpgcheck=1\r\ngpgkey=https:\/\/artifacts.elastic.co\/GPG-KEY-elasticsearch\r\nenabled=1\r\nautorefresh=1\r\ntype=rpm-md\r\n<\/span><\/code><\/pre>\n
3.3 \u5b89\u88c5\u8f6f\u4ef6\u5305<\/p>\n
[root@centos74 ~]#<\/span> yum -y<\/span> install <\/span>kibana\r\n<\/code><\/pre>\n
[root@centos74 ~]#<\/span> yum -y<\/span> install <\/span>elasticsearch\r\n<\/code><\/pre>\n
[root@centos74 ~]#<\/span> yum -y<\/span> install <\/span>metricbeat\r\n<\/code><\/pre>\n
\u4fee\u6539\u5b9a\u4e49\u6587\u4ef6<\/p>\n
4.1 \u7f16\u8f91Elasticsearch\u5b9a\u4e49\u6587\u4ef6\u6211\u5df2\u7ecf\u5c06network.host\u4ece192.168.0.1\u66f4\u6539\u4e3alocalhost\u3002<\/p>\n
network.host\u3092192.168.0.1\u304b\u3089127.0.0.1\u306b\u5909\u66f4\u3059\u308b\u3002\r\n[root@centos74 ~]# vi \/etc\/elasticsearch\/elasticsearch.yml\r\n#network.host: 192.168.0.1\r\nnetwork.host: localhost\r\n<\/code><\/pre>\n
\u7f16\u8f914.2 Kibana\u7684\u5b9a\u4e49\u6587\u4ef6\u670d\u52a1\u5668\u4e3b\u673a\u5df2\u4ece\u201clocalhost\u201d\u66f4\u6539\u4e3a192.168.3.20\u3002<\/p>\n
[root@centos74 ~]# vi \/etc\/kibana\/kibana.yml\r\n#server.host: \"localhost\"\r\nserver.host: 192.168.3.20\r\n<\/code><\/pre>\n
\u7f16\u8f91Metricbeat\u7684\u5b9a\u4e49\u6587\u4ef6\u3002\u6211\u5728\u8fd9\u91cc\u53c2\u8003\u4e86\u6709\u5173\u7f16\u8f91Metricbeat\u5b9a\u4e49\u6587\u4ef6\u7684\u65b9\u6cd5\u3002
\n\u6211\u5c06setup.kibana\u7684host\u66f4\u6539\u5982\u4e0b\u3002<\/p>\n
[root@centos74 ~]# vi \/etc\/metricbeat\/metricbeat.yml\r\n\r\n#============================== Kibana =====================================\r\n\r\n# Starting with Beats version 6.0.0, the dashboards are loaded via the Kibana API.\r\n# This requires a Kibana endpoint configuration.\r\nsetup.kibana:\r\n\r\n  # Kibana Host\r\n  # Scheme and port can be left out and will be set to the default (http and 5601)\r\n  # In case you specify and additional path, the scheme is required: http:\/\/localhost:5601\/path\r\n  # IPv6 addresses should always be defined as: https:\/\/[2001:db8::1]:5601\r\n  host: \"192.168.3.20:5601\"\r\n<\/code><\/pre>\n
\u958b\u653e 5 \u4e2a\u7aef\u53e3\u7f16\u53f7\u3002
\n\u5141\u8bb8\u901a\u8fc7Web\u6d4f\u89c8\u5668\u8bbf\u95ee\u5230kibana\u76845601\u7aef\u53e3\uff0c\u4ee5\u4fbf\u8bbf\u95ee\u52305601\u7aef\u53e3\u3002<\/p>\n
[root@centos74 ~]# firewall-cmd --add-port=5601\/tcp\r\nsuccess\r\n[root@centos74 ~]# firewall-cmd --runtime-to-permanent\r\nsuccess\r\n[root@centos74 ~]# firewall-cmd --list-ports\r\n5601\/tcp\r\n<\/code><\/pre>\n
6 \u670d\u52a1\u542f\u52a8<\/p>\n
[root@centos74 ~]# systemctl start elasticsearch\r\n[root@centos74 ~]# systemctl start kibana\r\n[root@centos74 ~]# systemctl start metricbeat\r\n<\/code><\/pre>\n
\u67e5\u9605\u7aef\u53e3\u53f77\u7684\u4fe1\u606f\u3002\u8bf7\u53c2\u8003\u8fd9\u91cc\u7684\uff08\u4f7f\u7528lsof\u547d\u4ee4\uff09\u65b9\u6cd5\u6765\u786e\u8ba4\u7aef\u53e3\u53f7\u3002<\/p>\n
[root@centos74 ~]#<\/span> lsof -i<\/span>:9200 -nP<\/span>\r\nCOMMAND    PID          USER   FD   TYPE DEVICE SIZE\/OFF NODE NAME\r\n<\/span>java      9871 elasticsearch  176u  IPv6  70263      0t0  TCP 127.0.0.1:9200-><\/span>127.0.0.1:32972 (<\/span>ESTABLISHED)<\/span>\r\njava      9871 elasticsearch  177u  IPv6  71032      0t0  TCP 127.0.0.1:9200 (LISTEN)\r\njava      9871 elasticsearch  178u  IPv6  71033      0t0  TCP [::1]:9200 (LISTEN)\r\n<\/span>java      9871 elasticsearch  179u  IPv6  70268      0t0  TCP 127.0.0.1:9200-><\/span>127.0.0.1:32974 (<\/span>ESTABLISHED)<\/span>\r\njava      9871 elasticsearch  737u  IPv6  71809      0t0  TCP 127.0.0.1:9200-><\/span>127.0.0.1:32976 (<\/span>ESTABLISHED)<\/span>\r\nnode      9942        kibana   10u  IPv4  70262      0t0  TCP 127.0.0.1:32972-><\/span>127.0.0.1:9200 (<\/span>ESTABLISHED)<\/span>\r\nnode      9942        kibana   12u  IPv4  70267      0t0  TCP 127.0.0.1:32974-><\/span>127.0.0.1:9200 (<\/span>ESTABLISHED)<\/span>\r\nmetricbea 9960          root    5u  IPv4  71039      0t0  TCP 127.0.0.1:32976-><\/span>127.0.0.1:9200 (<\/span>ESTABLISHED)<\/span>\r\n<\/code><\/pre>\n
[root@centos74 ~]#<\/span> lsof -i<\/span>:5601 -nP<\/span>\r\nCOMMAND  PID   USER   FD   TYPE DEVICE SIZE\/OFF NODE NAME\r\nnode    9942 kibana   11u  IPv4  70234      0t0  TCP 192.168.3.20:5601 (LISTEN)\r\n<\/span><\/code><\/pre>\n
\u6fc0\u6d3b\u4eea\u8868\u677f\u3002<\/p>\n
[root@centos74 ~]# metricbeat setup --dashboards\r\nLoaded dashboards\r\n<\/code><\/pre>\n
\u8bbf\u95ee Kibana \u7684\u65b9\u5f0f\u662f\u4f7f\u7528 9 \u7684 URL\u3002<\/p>\n
9.1 \u8bbf\u95ee Kibana \u7684\u9996\u9875<\/p>\n
\"kibana.png\"<\/p>\n
9.2 \u8bbf\u95ee Kibana \u7684\u4eea\u8868\u677f<\/p>\n
\"kibana3.png\"<\/p>\n
10\u4e2a\u5b9e\u9a8c\u4f7f\u7528stress-ng\u3001stress\u3001iperf3\u7b49\u5de5\u5177\u8fdb\u884c\u8d1f\u8f7d\u6d4b\u8bd5\u3002
\n\u7136\u540e\u901a\u8fc7Kibana\u7684\u4eea\u8868\u677f\u6765\u67e5\u770b\u6d4b\u8bd5\u671f\u95f4\u7684\u60c5\u51b5\u3002<\/p>\n
\u786e\u8ba410.1\u7684CPU\u4f7f\u7528\u7387\u4f7f\u7528stress-ng\u547d\u4ee4\uff0c\u5728\u6240\u6709\u5b89\u88c5\u7684CPU\u4e0a\u5c06CPU\u4f7f\u7528\u7387\u8bbe\u7f6e\u4e3a60%\u5de6\u53f3\u3002
\n\u6709\u5173stress-ng\u547d\u4ee4\u7684\u4f7f\u7528\u65b9\u6cd5\uff0c\u8bf7\u53c2\u8003\u6b64\u5904\uff08stress-ng\u547d\u4ee4\u7684\u4f7f\u7528\u65b9\u6cd5\uff09\u3002<\/p>\n
[root@centos74 ~]#<\/span> cat<\/span> \/proc\/cpuinfo |grep processor\r\nprocessor       : 0\r\nprocessor       : 1\r\nprocessor       : 2\r\nprocessor       : 3\r\n<\/span><\/code><\/pre>\n
[root@centos74 ~]#<\/span> stress-ng -c<\/span> 4 -l<\/span> 60\r\nstress-ng: info:  [1502] defaulting to a 86400 second run per stressor\r\nstress-ng: info:  [1502] dispatching hogs: 4 cpu\r\n<\/span><\/code><\/pre>\n
[root@centos74 ~]#<\/span> ps -C<\/span> stress-ng-cpu -o<\/span> comm<\/span>,pid,ppid,%cpu\r\nCOMMAND            PID   PPID %CPU\r\nstress-ng-cpu     1503   1502 58.9\r\nstress-ng-cpu     1504   1502 59.0\r\nstress-ng-cpu     1505   1502 59.1\r\nstress-ng-cpu     1506   1502 59.0\r\n<\/span><\/code><\/pre>\n
\"cpu2.png\"<\/p>\n
\u786e\u8ba410.2\u5185\u5b58\u4f7f\u7528\u91cf
\n\u4f7f\u7528stress\u547d\u4ee4\u589e\u52a0\u5185\u5b58\u4f7f\u7528\u91cf\u3002
\n\u6267\u884cstress\u547d\u4ee4\u4e09\u6b21\u3002\u7b2c\u4e00\u548c\u7b2c\u4e8c\u6b21\u5c1d\u8bd5\u5206\u522b\u5206\u914d256M\u5185\u5b58\uff0c\u7b2c\u4e09\u6b21\u5c1d\u8bd5\u5206\u914d512M\u5185\u5b58\u3002
\n\u6709\u5173stress\u547d\u4ee4\u7684\u7528\u6cd5\uff0c\u8bf7\u53c2\u8003\u6b64\u5904\uff08stress\u547d\u4ee4\u7684\u7528\u6cd5\uff09\u3002<\/p>\n
[root@centos74 ~]#<\/span> stress -m<\/span> 1 --vm-hang<\/span> 0 -q<\/span>&\r\n[root@centos74 ~]#<\/span> stress -m<\/span> 1 --vm-hang<\/span> 0 -q<\/span>&\r\n[root@centos74 ~]#<\/span> stress -m<\/span> 1 --vm-bytes<\/span> 536870912 --vm-hang<\/span> 0 -q<\/span>&\r\n<\/code><\/pre>\n
[root@centos74 ~]#<\/span> ps -C<\/span> stress -o<\/span> comm<\/span>,pid,ppid,rss\r\nCOMMAND            PID   PPID   RSS\r\nstress            1668   1026   424\r\nstress            1669   1668 262296 \u2605256M\u4f7f\u7528\r\nstress            1676   1466   424\r\nstress            1677   1676 262376 \u2605256M\u4f7f\u7528\r\nstress            1692   1466   424\r\nstress            1693   1692 524456 \u2605512M\u4f7f\u7528\r\n<\/span><\/code><\/pre>\n
\"mem1.png\"<\/p>\n
11.3 \u7f51\u7edc\u8d1f\u8377\u7684\u786e\u8ba4\u4f7f\u7528iperf3\u547d\u4ee4\uff0c\u8bd5\u7740\u65bd\u52a0\u5165\u7ad9\uff08\u63a5\u6536\uff09\u7f51\u7edc\u8d1f\u8f7d\u3002\u6709\u5173iperf3\u547d\u4ee4\u7684\u4f7f\u7528\u65b9\u6cd5\uff0c\u8bf7\u53c2\u8003\u6b64\u5904\uff08iperf3\u547d\u4ee4\u7684\u4f7f\u7528\u65b9\u6cd5\uff09\u3002<\/p>\n
centos74,centos72\u306f\u30db\u30b9\u30c8\u540d\u3067\u3059\u3002centos74\u3067Kibana\u304c\u52d5\u4f5c\u3057\u3066\u3044\u307e\u3059\u3002\r\ncentos72\u304b\u3089centos74\u306b\u5bfe\u3057\u3066TCP\u30d1\u30b1\u30c3\u30c8\u3092\u9001\u4fe1\u3057\u307e\u3059\u3002\r\n             192.168.3.0\/24\r\ncentos72 ----------------------- centos74\r\n       .30                     .20\r\n<\/span><\/code><\/pre>\n
[root@centos74 ~]#<\/span> iperf3 -s<\/span>\r\n<\/code><\/pre>\n
[root@centos72 ~]#<\/span> iperf3 -c<\/span> 192.168.3.20 -t<\/span> 600\r\n<\/code><\/pre>\n
\"net1.png\"<\/p>\n
\"net2.png\"<\/p>\n
Y\u7b14\u8bb0<\/p>\n
Y.1 Logstash \u65e5\u5fd7\u5904\u7406\u5f15\u64ce\u6839\u636e\u5b98\u65b9\u9875\u9762\u663e\u793a\uff0cLogstash\u9700\u8981Java 8\u3002<\/p>\n
[root@centos74 ~]#<\/span> java -version<\/span>\r\nopenjdk version \"1.8.0_161\"\r\nOpenJDK Runtime Environment (build 1.8.0_161-b14)\r\nOpenJDK 64-Bit Server VM (build 25.161-b14, mixed mode)\r\n<\/span><\/code><\/pre>\n
\u542f\u7528\u6216\u7981\u7528Y.2 Metricbeat\u6a21\u5757\u7684\u65b9\u6cd5\u3002<\/p>\n
\u30e2\u30b8\u30e5\u30fc\u30eb\u306e\u6709\u52b9\u3001\u7121\u52b9\u306f\/etc\/metricbeat\/modules.d\u3067\u884c\u3044\u307e\u3059\u3002\r\n[root@centos74 modules.d]# pwd\r\n\/etc\/metricbeat\/modules.d\r\n\r\napache\u30e2\u30b8\u30e5\u30fc\u30eb\u304c\u7121\u52b9\u306b\u306a\u3063\u3066\u3044\u308b\u3053\u3068\u304c\u308f\u304b\u308b\u3002\r\n[root@centos74 modules.d]# ls apache.yml*\r\napache.yml.disabled\r\n\r\napache\u30e2\u30b8\u30e5\u30fc\u30eb\u3092\u6709\u52b9\u306b\u3059\u308b\u3002\r\n[root@centos74 modules.d]# metricbeat modules enable apache\r\nEnabled apache\r\n\r\napache\u30e2\u30b8\u30e5\u30fc\u30eb\u304c\u6709\u52b9\u306b\u306a\u3063\u305f\u3053\u3068\u304c\u308f\u304b\u308b\u3002\r\n[root@centos74 modules.d]# ls apache.yml*\r\napache.yml\r\n\r\napache\u30e2\u30b8\u30e5\u30fc\u30eb\u3092\u7121\u52b9\u306b\u3059\u308b\u3002\r\n[root@centos74 modules.d]# metricbeat modules disable apache\r\nDisabled apache\r\n\r\napache\u30e2\u30b8\u30e5\u30fc\u30eb\u304c\u7121\u52b9\u306b\u306a\u3063\u305f\u3053\u3068\u304c\u308f\u304b\u308b\u3002\r\n[root@centos74 modules.d]# ls apache.yml*\r\napache.yml.disabled\r\n<\/code><\/pre>\n
\u4ee5\u4e0b\u662fZ\u7684\u53c2\u8003\u4fe1\u606f\u3002\u901a\u8fc7\u4f7f\u7528Elasticsearch\u3001Logstash\u548cKibana\u5bf9\u65e5\u5fd7\u8fdb\u884c\u53ef\u89c6\u5316\uff0c\u4ecb\u7ecd\u4e86\u5982\u4f55\u63d0\u53d6\u6709\u4ef7\u503c\u7684\u4fe1\u606f\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"
\u9996\u5148\u6211\u5c1d\u8bd5\u4e86\u5c06\u7cfb\u7edf\u4fe1\u606f\uff08CPU\u4f7f\u7528\u7387\u3001\u5185\u5b58\u4f7f\u7528\u91cf\u7b49\uff09\u53ef\u89c6\u5316\u3002\u5728\u8fd9\u91cc\uff0c\u6211\u4f7f\u7528\u4e86Kibana\u3001Elasticsea […]<\/p>\n","protected":false},"author":8,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[227],"class_list":["post-28335","post","type-post","status-publish","format-standard","hentry","category-uncategorized","tag-227"],"yoast_head":"\n\u4f7f\u7528Metricbeat\u8fdb\u884c\u7cfb\u7edf\u4fe1\u606f\u7684\u53ef\u89c6\u5316 - Blog - Silicon Cloud<\/title>\n<meta name=\"description\" content=\"\u5173\u4e8e\u4f7f\u7528Metricbeat\u8fdb\u884c\u7cfb\u7edf\u4fe1\u606f\u7684\u53ef\u89c6\u5316\u7684\u6280\u672f\u6587\u7ae0\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.silicloud.com\/zh\/blog\/\u4f7f\u7528metricbeat\u8fdb\u884c\u7cfb\u7edf\u4fe1\u606f\u7684\u53ef\u89c6\u5316-2\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u4f7f\u7528Metricbeat\u8fdb\u884c\u7cfb\u7edf\u4fe1\u606f\u7684\u53ef\u89c6\u5316\" \/>\n<meta property=\"og:description\" content=\"\u5173\u4e8e\u4f7f\u7528Metricbeat\u8fdb\u884c\u7cfb\u7edf\u4fe1\u606f\u7684\u53ef\u89c6\u5316\u7684\u6280\u672f\u6587\u7ae0\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/zh\/blog\/\u4f7f\u7528metricbeat\u8fdb\u884c\u7cfb\u7edf\u4fe1\u606f\u7684\u53ef\u89c6\u5316-2\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - Silicon Cloud\" \/>\n<meta property=\"article:published_time\" content=\"2023-04-13T18:08:37+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-08-11T23:38:12+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657c22e8d0c9c81e0f5c3c13\/50-0.png\" \/>\n<meta name=\"author\" content=\"\u96c5, \u609f\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:label1\" content=\"\u4f5c\u8005\" \/>\n\t<meta name=\"twitter:data1\" content=\"\u96c5, \u609f\" \/>\n\t<meta name=\"twitter:label2\" content=\"\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4\" \/>\n\t<meta name=\"twitter:data2\" content=\"2 \u5206\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bd%bf%e7%94%a8metricbeat%e8%bf%9b%e8%a1%8c%e7%b3%bb%e7%bb%9f%e4%bf%a1%e6%81%af%e7%9a%84%e5%8f%af%e8%a7%86%e5%8c%96-2\/\",\"url\":\"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bd%bf%e7%94%a8metricbeat%e8%bf%9b%e8%a1%8c%e7%b3%bb%e7%bb%9f%e4%bf%a1%e6%81%af%e7%9a%84%e5%8f%af%e8%a7%86%e5%8c%96-2\/\",\"name\":\"\u4f7f\u7528Metricbeat\u8fdb\u884c\u7cfb\u7edf\u4fe1\u606f\u7684\u53ef\u89c6\u5316 - Blog - Silicon Cloud\",\"isPartOf\":{\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/#website\"},\"datePublished\":\"2023-04-13T18:08:37+00:00\",\"dateModified\":\"2025-08-11T23:38:12+00:00\",\"author\":{\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/#\/schema\/person\/f044a4b7fa4ee2701702942002419ca6\"},\"description\":\"\u5173\u4e8e\u4f7f\u7528Metricbeat\u8fdb\u884c\u7cfb\u7edf\u4fe1\u606f\u7684\u53ef\u89c6\u5316\u7684\u6280\u672f\u6587\u7ae0\",\"breadcrumb\":{\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bd%bf%e7%94%a8metricbeat%e8%bf%9b%e8%a1%8c%e7%b3%bb%e7%bb%9f%e4%bf%a1%e6%81%af%e7%9a%84%e5%8f%af%e8%a7%86%e5%8c%96-2\/#breadcrumb\"},\"inLanguage\":\"zh-Hans\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bd%bf%e7%94%a8metricbeat%e8%bf%9b%e8%a1%8c%e7%b3%bb%e7%bb%9f%e4%bf%a1%e6%81%af%e7%9a%84%e5%8f%af%e8%a7%86%e5%8c%96-2\/\"]}]},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bd%bf%e7%94%a8metricbeat%e8%bf%9b%e8%a1%8c%e7%b3%bb%e7%bb%9f%e4%bf%a1%e6%81%af%e7%9a%84%e5%8f%af%e8%a7%86%e5%8c%96-2\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"\u9996\u9875\",\"item\":\"https:\/\/www.silicloud.com\/zh\/blog\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"\u4f7f\u7528Metricbeat\u8fdb\u884c\u7cfb\u7edf\u4fe1\u606f\u7684\u53ef\u89c6\u5316\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/#website\",\"url\":\"https:\/\/www.silicloud.com\/zh\/blog\/\",\"name\":\"Blog - Silicon Cloud\",\"description\":\"\",\"inLanguage\":\"zh-Hans\"},{\"@type\":\"Person\",\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/#\/schema\/person\/f044a4b7fa4ee2701702942002419ca6\",\"name\":\"\u96c5, \u609f\",\"image\":{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/#\/schema\/person\/image\/\",\"url\":\"https:\/\/secure.gravatar.com\/avatar\/e71a913e914f1aad1efc391f92084294bac54bc782acd289638580134cf667a6?s=96&d=mm&r=g\",\"contentUrl\":\"https:\/\/secure.gravatar.com\/avatar\/e71a913e914f1aad1efc391f92084294bac54bc782acd289638580134cf667a6?s=96&d=mm&r=g\",\"caption\":\"\u96c5, \u609f\"},\"url\":\"https:\/\/www.silicloud.com\/zh\/blog\/author\/yawu\/\"},{\"@type\":\"ImageObject\",\"inLanguage\":\"zh-Hans\",\"@id\":\"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bd%bf%e7%94%a8metricbeat%e8%bf%9b%e8%a1%8c%e7%b3%bb%e7%bb%9f%e4%bf%a1%e6%81%af%e7%9a%84%e5%8f%af%e8%a7%86%e5%8c%96-2\/#local-main-organization-logo\",\"url\":\"\",\"contentUrl\":\"\",\"caption\":\"Blog - Silicon Cloud\"}]}<\/script>\n<!-- \/ Yoast SEO Premium plugin. -->","yoast_head_json":{"title":"\u4f7f\u7528Metricbeat\u8fdb\u884c\u7cfb\u7edf\u4fe1\u606f\u7684\u53ef\u89c6\u5316 - Blog - Silicon Cloud","description":"\u5173\u4e8e\u4f7f\u7528Metricbeat\u8fdb\u884c\u7cfb\u7edf\u4fe1\u606f\u7684\u53ef\u89c6\u5316\u7684\u6280\u672f\u6587\u7ae0","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/www.silicloud.com\/zh\/blog\/\u4f7f\u7528metricbeat\u8fdb\u884c\u7cfb\u7edf\u4fe1\u606f\u7684\u53ef\u89c6\u5316-2\/","og_locale":"zh_CN","og_type":"article","og_title":"\u4f7f\u7528Metricbeat\u8fdb\u884c\u7cfb\u7edf\u4fe1\u606f\u7684\u53ef\u89c6\u5316","og_description":"\u5173\u4e8e\u4f7f\u7528Metricbeat\u8fdb\u884c\u7cfb\u7edf\u4fe1\u606f\u7684\u53ef\u89c6\u5316\u7684\u6280\u672f\u6587\u7ae0","og_url":"https:\/\/www.silicloud.com\/zh\/blog\/\u4f7f\u7528metricbeat\u8fdb\u884c\u7cfb\u7edf\u4fe1\u606f\u7684\u53ef\u89c6\u5316-2\/","og_site_name":"Blog - Silicon Cloud","article_published_time":"2023-04-13T18:08:37+00:00","article_modified_time":"2025-08-11T23:38:12+00:00","og_image":[{"url":"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657c22e8d0c9c81e0f5c3c13\/50-0.png"}],"author":"\u96c5, \u609f","twitter_card":"summary_large_image","twitter_misc":{"\u4f5c\u8005":"\u96c5, \u609f","\u9884\u8ba1\u9605\u8bfb\u65f6\u95f4":"2 \u5206"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"WebPage","@id":"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bd%bf%e7%94%a8metricbeat%e8%bf%9b%e8%a1%8c%e7%b3%bb%e7%bb%9f%e4%bf%a1%e6%81%af%e7%9a%84%e5%8f%af%e8%a7%86%e5%8c%96-2\/","url":"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bd%bf%e7%94%a8metricbeat%e8%bf%9b%e8%a1%8c%e7%b3%bb%e7%bb%9f%e4%bf%a1%e6%81%af%e7%9a%84%e5%8f%af%e8%a7%86%e5%8c%96-2\/","name":"\u4f7f\u7528Metricbeat\u8fdb\u884c\u7cfb\u7edf\u4fe1\u606f\u7684\u53ef\u89c6\u5316 - Blog - Silicon Cloud","isPartOf":{"@id":"https:\/\/www.silicloud.com\/zh\/blog\/#website"},"datePublished":"2023-04-13T18:08:37+00:00","dateModified":"2025-08-11T23:38:12+00:00","author":{"@id":"https:\/\/www.silicloud.com\/zh\/blog\/#\/schema\/person\/f044a4b7fa4ee2701702942002419ca6"},"description":"\u5173\u4e8e\u4f7f\u7528Metricbeat\u8fdb\u884c\u7cfb\u7edf\u4fe1\u606f\u7684\u53ef\u89c6\u5316\u7684\u6280\u672f\u6587\u7ae0","breadcrumb":{"@id":"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bd%bf%e7%94%a8metricbeat%e8%bf%9b%e8%a1%8c%e7%b3%bb%e7%bb%9f%e4%bf%a1%e6%81%af%e7%9a%84%e5%8f%af%e8%a7%86%e5%8c%96-2\/#breadcrumb"},"inLanguage":"zh-Hans","potentialAction":[{"@type":"ReadAction","target":["https:\/\/www.silicloud.com\/zh\/blog\/%e4%bd%bf%e7%94%a8metricbeat%e8%bf%9b%e8%a1%8c%e7%b3%bb%e7%bb%9f%e4%bf%a1%e6%81%af%e7%9a%84%e5%8f%af%e8%a7%86%e5%8c%96-2\/"]}]},{"@type":"BreadcrumbList","@id":"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bd%bf%e7%94%a8metricbeat%e8%bf%9b%e8%a1%8c%e7%b3%bb%e7%bb%9f%e4%bf%a1%e6%81%af%e7%9a%84%e5%8f%af%e8%a7%86%e5%8c%96-2\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"\u9996\u9875","item":"https:\/\/www.silicloud.com\/zh\/blog\/"},{"@type":"ListItem","position":2,"name":"\u4f7f\u7528Metricbeat\u8fdb\u884c\u7cfb\u7edf\u4fe1\u606f\u7684\u53ef\u89c6\u5316"}]},{"@type":"WebSite","@id":"https:\/\/www.silicloud.com\/zh\/blog\/#website","url":"https:\/\/www.silicloud.com\/zh\/blog\/","name":"Blog - Silicon Cloud","description":"","inLanguage":"zh-Hans"},{"@type":"Person","@id":"https:\/\/www.silicloud.com\/zh\/blog\/#\/schema\/person\/f044a4b7fa4ee2701702942002419ca6","name":"\u96c5, \u609f","image":{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/www.silicloud.com\/zh\/blog\/#\/schema\/person\/image\/","url":"https:\/\/secure.gravatar.com\/avatar\/e71a913e914f1aad1efc391f92084294bac54bc782acd289638580134cf667a6?s=96&d=mm&r=g","contentUrl":"https:\/\/secure.gravatar.com\/avatar\/e71a913e914f1aad1efc391f92084294bac54bc782acd289638580134cf667a6?s=96&d=mm&r=g","caption":"\u96c5, \u609f"},"url":"https:\/\/www.silicloud.com\/zh\/blog\/author\/yawu\/"},{"@type":"ImageObject","inLanguage":"zh-Hans","@id":"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bd%bf%e7%94%a8metricbeat%e8%bf%9b%e8%a1%8c%e7%b3%bb%e7%bb%9f%e4%bf%a1%e6%81%af%e7%9a%84%e5%8f%af%e8%a7%86%e5%8c%96-2\/#local-main-organization-logo","url":"","contentUrl":"","caption":"Blog - Silicon Cloud"}]}},"_links":{"self":[{"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/posts\/28335","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/users\/8"}],"replies":[{"embeddable":true,"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/comments?post=28335"}],"version-history":[{"count":3,"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/posts\/28335\/revisions"}],"predecessor-version":[{"id":111315,"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/posts\/28335\/revisions\/111315"}],"wp:attachment":[{"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/media?parent=28335"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/categories?post=28335"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.silicloud.com\/zh\/blog\/wp-json\/wp\/v2\/tags?post=28335"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}