{"id":15902,"date":"2026-04-25T19:27:51","date_gmt":"2026-04-25T11:27:51","guid":{"rendered":"https:\/\/top.duoku.icu\/libs\/15902.html"},"modified":"2026-04-25T19:27:51","modified_gmt":"2026-04-25T11:27:51","slug":"java-%e7%9b%91%e6%8e%a7%e8%af%a6%e7%bb%86%e4%bd%bf%e7%94%a8%e6%95%99%e7%a8%8b%ef%bc%9ajvm-%e6%80%a7%e8%83%bd%e7%9b%91%e6%8e%a7%e4%b8%8e%e8%af%8a%e6%96%ad%e5%ae%8c%e5%85%a8%e6%8c%87%e5%8d%97","status":"publish","type":"post","link":"https:\/\/www.srclibs.com\/index.php\/2026\/04\/25\/java-%e7%9b%91%e6%8e%a7%e8%af%a6%e7%bb%86%e4%bd%bf%e7%94%a8%e6%95%99%e7%a8%8b%ef%bc%9ajvm-%e6%80%a7%e8%83%bd%e7%9b%91%e6%8e%a7%e4%b8%8e%e8%af%8a%e6%96%ad%e5%ae%8c%e5%85%a8%e6%8c%87%e5%8d%97\/","title":{"rendered":"Java \u76d1\u63a7\u8be6\u7ec6\u4f7f\u7528\u6559\u7a0b\uff1aJVM \u6027\u80fd\u76d1\u63a7\u4e0e\u8bca\u65ad\u5b8c\u5168\u6307\u5357"},"content":{"rendered":"<div style=\"text-align:center;margin:30px 0;\"><img decoding=\"async\" src=\"https:\/\/top.duoku.icu\/wp-content\/uploads\/2026\/04\/image-78.png\" alt=\"Java \u76d1\u63a7\u8be6\u7ec6\u4f7f\u7528\u6559\u7a0b\uff1aJVM \u6027\u80fd\u76d1\u63a7\u4e0e\u8bca\u65ad\u5b8c\u5168\u6307\u5357\" style=\"max-width:100%;height:auto;border-radius:12px;box-shadow:0 4px 12px rgba(0,0,0,0.1);\"><\/div>\n<h1>Java \u76d1\u63a7\u8be6\u7ec6\u4f7f\u7528\u6559\u7a0b<\/h1>\n<h2>\u4e00\u3001Java \u76d1\u63a7\u7b80\u4ecb\u548c\u91cd\u8981\u6027<\/h2>\n<p><strong>Java \u76d1\u63a7<\/strong>\u662f\u786e\u4fdd\u5e94\u7528\u7a33\u5b9a\u8fd0\u884c\u7684\u5173\u952e\u624b\u6bb5\uff0c\u901a\u8fc7\u5b9e\u65f6\u76d1\u63a7\u53ef\u4ee5\u53ca\u65f6\u53d1\u73b0\u548c\u89e3\u51b3\u6027\u80fd\u95ee\u9898\u3002<\/p>\n<h3>\u76d1\u63a7\u76ee\u6807<\/h3>\n<table border=\"1\" cellpadding=\"5\">\n<tr>\n<th>\u6307\u6807\u7c7b\u578b<\/th>\n<th>\u8bf4\u660e<\/th>\n<\/tr>\n<tr>\n<td><strong>CPU \u4f7f\u7528\u7387<\/strong><\/td>\n<td>\u5904\u7406\u5668\u8d1f\u8f7d\u60c5\u51b5<\/td>\n<\/tr>\n<tr>\n<td><strong>\u5185\u5b58\u4f7f\u7528<\/strong><\/td>\n<td>Heap \u548c Non-Heap \u5185\u5b58<\/td>\n<\/tr>\n<tr>\n<td><strong>GC \u60c5\u51b5<\/strong><\/td>\n<td>\u5783\u573e\u56de\u6536\u9891\u7387\u548c\u65f6\u95f4<\/td>\n<\/tr>\n<tr>\n<td><strong>\u7ebf\u7a0b\u72b6\u6001<\/strong><\/td>\n<td>\u6d3b\u8dc3\u7ebf\u7a0b\u6570\u548c\u963b\u585e\u7ebf\u7a0b<\/td>\n<\/tr>\n<tr>\n<td><strong>JVM \u53c2\u6570<\/strong><\/td>\n<td>\u8fd0\u884c\u65f6\u53c2\u6570\u914d\u7f6e<\/td>\n<\/tr>\n<\/table>\n<h3>JVM \u5185\u5b58\u7ed3\u6784<\/h3>\n<pre><code>JVM \u5185\u5b58\n\u251c\u2500\u2500 \u7ebf\u7a0b\u5171\u4eab\u533a\u57df\n\u2502   \u251c\u2500\u2500 Heap\uff08\u5806\uff09\n\u2502   \u2502   \u251c\u2500\u2500 Young Generation\n\u2502   \u2502   \u2502   \u251c\u2500\u2500 Eden Space\n\u2502   \u2502   \u2502   \u251c\u2500\u2500 Survivor Space (S0, S1)\n\u2502   \u2502   \u2514\u2500\u2500 Old Generation\n\u2502   \u2514\u2500\u2500 Metaspace\uff08\u5143\u7a7a\u95f4\uff09\n\u2514\u2500\u2500 \u7ebf\u7a0b\u79c1\u6709\u533a\u57df\n    \u251c\u2500\u2500 Program Counter Register\n    \u251c\u2500\u2500 Java Stack\n    \u2514\u2500\u2500 Native Method Stack\n<\/code><\/pre>\n<h2>\u4e8c\u3001JMX\uff08Java Management Extensions\uff09\u57fa\u7840<\/h2>\n<h3>JMX \u67b6\u6784<\/h3>\n<p>JMX \u63d0\u4f9b\u4e86\u7ba1\u7406\u548c\u7ba1\u7406\u5e94\u7528\u7a0b\u5e8f\u7684\u6807\u51c6\u67b6\u6784\uff1a<\/p>\n<pre><code>\u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510\n\u2502         Management Agents           \u2502\n\u2502  \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510  \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510 \u2502\n\u2502  \u2502 MBean Server\u2502  \u2502  MBeans      \u2502 \u2502\n\u2502  \u2502   (\u6838\u5fc3)    \u2502\u2190\u2192\u2502(\u7ba1\u7406\u5bf9\u8c61)    \u2502 \u2502\n\u2502  \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518  \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518 \u2502\n\u251c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2524\n\u2502      JMX Connector Server           \u2502\n\u2502  \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510  \u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510 \u2502\n\u2502  \u2502 RMI Connector\u2502  \u2502 HTTP Connector\u2502 \u2502\n\u2502  \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518  \u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518 \u2502\n\u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518\n<\/code><\/pre>\n<h3>\u521b\u5efa\u81ea\u5b9a\u4e49 MBean<\/h3>\n<p>&#8220;`java<br \/>\n\/\/ 1. \u5b9a\u4e49\u7ba1\u7406\u63a5\u53e3<br \/>\npublic interface MonitorMBean {<br \/>\n    void startMonitoring();<br \/>\n    void stopMonitoring();<br \/>\n    int getActiveThreads();<br \/>\n    long getMemoryUsage();<br \/>\n}<\/p>\n<p>\/\/ 2. \u5b9e\u73b0\u7c7b<br \/>\npublic class Monitor implements MonitorMBean {<br \/>\n    private volatile boolean isMonitoring = false;<\/p>\n<p>    @Override<br \/>\n    public void startMonitoring() {<br \/>\n        isMonitoring = true;<br \/>\n        System.out.println(&#8220;Monitoring started&#8221;);<br \/>\n    }<\/p>\n<p>    @Override<br \/>\n    public void stopMonitoring() {<br \/>\n        isMonitoring = false;<br \/>\n        System.out.println(&#8220;Monitoring stopped&#8221;);<br \/>\n    }<\/p>\n<p>    @Override<br \/>\n    public int getActiveThreads() {<br \/>\n        return Thread.activeCount();<br \/>\n    }<\/p>\n<p>    @Override<br \/>\n    public long getMemoryUsage() {<br \/>\n        Runtime runtime = Runtime.getRuntime();<br \/>\n        return runtime.totalMemory() &#8211; runtime.freeMemory();<br \/>\n    }<br \/>\n}<\/p>\n<pre><code>\n<h3>JMX \u8fde\u63a5\u793a\u4f8b<\/h3>\n\n<\/code><\/pre>\n<p>java<br \/>\nimport javax.management.*;<br \/>\nimport javax.management.remote.*;<\/p>\n<p>public class JMXExample {<br \/>\n    public static void main(String[] args) throws Exception {<br \/>\n        \/\/ \u521b\u5efa\u8fde\u63a5<br \/>\n        JMXServiceURL url = new JMXServiceURL(<br \/>\n            &#8220;service:jmx:rmi:\/\/\/jndi\/rmi:\/\/localhost:9999\/jmxrmi&#8221;<br \/>\n        );<\/p>\n<p>        Map<String, Object> env = new HashMap<>();<br \/>\n        String[] credentials = {&#8220;admin&#8221;, &#8220;admin123&#8221;};<br \/>\n        env.put(JMXConnector.CREDENTIALS, credentials);<\/p>\n<p>        JMXConnector connector = JMXConnectorFactory.connect(url, env);<br \/>\n        MBeanServerConnection mbsc = connector.getMBeanServerConnection();<\/p>\n<p>        \/\/ \u67e5\u8be2\u5185\u5b58\u5c5e\u6027<br \/>\n       ObjectName name = new ObjectName(&#8220;java.lang:type=Memory&#8221;);<br \/>\n        AttributeList attributes = mbsc.getAttributes(name,<br \/>\n            new String[]{&#8220;HeapMemoryUsage&#8221;, &#8220;NonHeapMemoryUsage&#8221;});<\/p>\n<p>        System.out.println(attributes);<br \/>\n        connector.close();<br \/>\n    }<br \/>\n}<\/p>\n<pre><code>\n<h2>\u4e09\u3001JVM \u5185\u7f6e\u76d1\u63a7\u5de5\u5177<\/h2>\n\n<h3>jstat - JVM \u7edf\u8ba1\u76d1\u89c6<\/h3>\n\n<\/code><\/pre>\n<p>bash<\/p>\n<h1>\u67e5\u770b GC \u7edf\u8ba1\uff08\u6bcf 1000ms \u5237\u65b0\u4e00\u6b21\uff09<\/h1>\n<p>jstat -gc <pid> 1000<\/p>\n<h1>\u67e5\u770b\u5b8c\u6574\u7edf\u8ba1\u4fe1\u606f<\/h1>\n<p>jstat -gcutil <pid> 1000<\/p>\n<h1>\u8f93\u51fa\u8bf4\u660e\uff1a<\/h1>\n<h1>S0C  &#8211; Survivor 0 \u533a\u5bb9\u91cf<\/h1>\n<h1>S1C  &#8211; Survivor 1 \u533a\u5bb9\u91cf<\/h1>\n<h1>S0U  &#8211; Survivor 0 \u533a\u4f7f\u7528<\/h1>\n<h1>S1U  &#8211; Survivor 1 \u533a\u4f7f\u7528<\/h1>\n<h1>ED   &#8211; Edenspace \u5bb9\u91cf<\/h1>\n<h1>EU   &#8211; Eden \u533a\u4f7f\u7528<\/h1>\n<h1>OC   &#8211; Old \u533a\u5bb9\u91cf<\/h1>\n<h1>OU   &#8211; Old \u533a\u4f7f\u7528<\/h1>\n<h1>MC   &#8211; Metaspace \u5bb9\u91cf<\/h1>\n<h1>MU   &#8211; Metaspace \u4f7f\u7528<\/h1>\n<h1>YGC  &#8211; Young GC \u6b21\u6570<\/h1>\n<h1>YGCT &#8211; Young GC \u65f6\u95f4<\/h1>\n<h1>FGC  &#8211; Full GC \u6b21\u6570<\/h1>\n<h1>FGCT &#8211; Full GC \u65f6\u95f4<\/h1>\n<h1>GCT  &#8211; GC \u603b\u65f6\u95f4<\/h1>\n<pre><code>\n<h3>jmap - \u5806\u8f6c\u50a8\u5206\u6790<\/h3>\n\n<\/code><\/pre>\n<p>bash<\/p>\n<h1>\u67e5\u770b\u5806\u5185\u5b58\u4f7f\u7528\u60c5\u51b5<\/h1>\n<p>jmap -heap <pid>\n<h1>\u751f\u6210\u5806\u8f6c\u50a8\u6587\u4ef6<\/h1>\n<p>jmap -dump:format=b,file=heap.hprof <pid>\n<h1>\u67e5\u770b\u5bf9\u8c61\u7edf\u8ba1<\/h1>\n<p>jmap -histo <pid> | head -30<\/p>\n<h1>\u67e5\u770b\u6700\u7ec8\u53ef\u56de\u6536\u5bf9\u8c61<\/h1>\n<p>jmap -histo:live <pid> | head -30<\/p>\n<pre><code>\n<h3>jstack - \u7ebf\u7a0b\u5806\u6808\u5206\u6790<\/h3>\n\n<\/code><\/pre>\n<p>bash<\/p>\n<h1>\u67e5\u770b\u7ebf\u7a0b\u6808\u4fe1\u606f<\/h1>\n<p>jstack <pid>\n<h1>\u5bfc\u51fa\u7ebf\u7a0b\u5806\u6808<\/h1>\n<p>jstack -l <pid> > thread_dump.txt<\/p>\n<h1>\u67e5\u770b\u6b7b\u9501<\/h1>\n<p>jstack -l <pid> | grep -A 10 &#8220;Found one Java-level deadlock&#8221;<\/p>\n<pre><code>\n<h3>jconsole - \u56fe\u5f62\u5316\u76d1\u63a7\u5de5\u5177<\/h3>\n\n<\/code><\/pre>\n<p>bash<\/p>\n<h1>\u542f\u52a8 jconsole<\/h1>\n<p>jconsole<\/p>\n<h1>\u8fdc\u7a0b\u8fde\u63a5<\/h1>\n<p>jconsole <host>:<port>\n<h1>\u8fde\u63a5\u53c2\u6570<\/h1>\n<h1>-J-Dcom.sun.management.jmxremote.port=9999<\/h1>\n<h1>-J-Dcom.sun.management.jmxremote.ssl=false<\/h1>\n<h1>-J-Dcom.sun.management.jmxremote.authenticate=false<\/h1>\n<pre><code>\n<h2>\u56db\u3001VisualVM \u4f7f\u7528\u6307\u5357<\/h2>\n\n<h3>\u5b89\u88c5\u548c\u542f\u52a8<\/h3>\n\n<\/code><\/pre>\n<p>bash<\/p>\n<h1>\u4f7f\u7528 JDK \u81ea\u5e26\u7684 jvisualvm<\/h1>\n<p><JAVA_HOME>\/bin\/jvisualvm<\/p>\n<h1>\u6216\u8005\u72ec\u7acb\u4e0b\u8f7d<\/h1>\n<h1>https:\/\/visualvm.github.io\/<\/h1>\n<pre><code>\n<h3>\u4e3b\u8981\u529f\u80fd<\/h3>\n\n| \u529f\u80fd | \u8bf4\u660e |\n|------|------|\n| <strong>\u6982\u89c8<\/strong> | \u5e94\u7528\u57fa\u672c\u4fe1\u606f\u548c CPU\u3001\u5185\u5b58\u76d1\u63a7 |\n| <strong>\u76d1\u89c6<\/strong> | \u5b9e\u65f6\u76d1\u63a7 CPU\u3001\u5185\u5b58\u3001\u7c7b\u52a0\u8f7d |\n| <strong>\u7ebf\u7a0b<\/strong> | \u67e5\u770b\u7ebf\u7a0b\u72b6\u6001\u548c\u5806\u6808 |\n| <strong>\u914d\u7f6e\u6587\u4ef6<\/strong> | \u5206\u6790\u5185\u5b58\u548c CPU \u4f7f\u7528 |\n| <strong>\u8fdc\u7a0b\u76d1\u63a7<\/strong> | \u76d1\u63a7\u8fdc\u7a0b\u5e94\u7528 |\n\n<h2>\u4e94\u3001Prometheus + Grafana \u76d1\u63a7<\/h2>\n\n<h3>\u6dfb\u52a0 Prometheus \u4f9d\u8d56<\/h3>\n\n<\/code><\/pre>\n<p>xml<br \/>\n<dependencies><br \/>\n    <dependency><br \/>\n        <groupId>io.micrometer<\/groupId><br \/>\n        <artifactId>micrometer-registry-prometheus<\/artifactId><br \/>\n    <\/dependency><br \/>\n    <dependency><br \/>\n        <groupId>io.micrometer<\/groupId><br \/>\n        <artifactId>micrometer-core<\/artifactId><br \/>\n    <\/dependency><br \/>\n<\/dependencies><\/p>\n<pre><code>\n<h3>\u914d\u7f6e Spring Boot Actuator<\/h3>\n\n<\/code><\/pre>\n<p>yaml<\/p>\n<h1>application.yml<\/h1>\n<p>management:<br \/>\n  endpoints:<br \/>\n    web:<br \/>\n      exposure:<br \/>\n        include: health,info,metrics,prometheus<br \/>\n  endpoint:<br \/>\n    health:<br \/>\n      show-details: always<br \/>\n    metrics:<br \/>\n      enabled: true<br \/>\n  metrics:<br \/>\n    export:<br \/>\n      prometheus:<br \/>\n        enabled: true<br \/>\n        step: 60s<br \/>\n    tags:<br \/>\n      application: ${spring.application.name}<\/p>\n<pre><code>\n<h3>\u81ea\u5b9a\u4e49\u6307\u6807<\/h3>\n\n<\/code><\/pre>\n<p>java<br \/>\nimport io.micrometer.core.instrument.Counter;<br \/>\nimport io.micrometer.core.instrument.Timer;<br \/>\nimport io.micrometer.core.instrument.MeterRegistry;<br \/>\nimport org.springframework.stereotype.Component;<\/p>\n<p>@Component<br \/>\npublic class CustomMetrics {<br \/>\n    private final Counter requestCounter;<br \/>\n    private final Timer requestTimer;<\/p>\n<p>    public CustomMetrics(MeterRegistry registry) {<br \/>\n        this.requestCounter = Counter.builder(&#8220;app.requests.total&#8221;)<br \/>\n            .description(&#8220;Total number of requests&#8221;)<br \/>\n            .tag(&#8220;service&#8221;, &#8220;my-service&#8221;)<br \/>\n            .register(registry);<\/p>\n<p>        this.requestTimer = Timer.builder(&#8220;app.requests.duration&#8221;)<br \/>\n            .description(&#8220;Request duration in seconds&#8221;)<br \/>\n            .publishPercentileHistogram()<br \/>\n            .register(registry);<br \/>\n    }<\/p>\n<p>    public void recordRequest() {<br \/>\n        requestCounter.increment();<br \/>\n    }<\/p>\n<p>    public void recordRequestDuration(long duration, TimeUnit unit) {<br \/>\n        requestTimer.record(duration, unit);<br \/>\n    }<br \/>\n}<\/p>\n<pre><code>\n<h2>\u516d\u3001Micrometer \u548c Actuator \u96c6\u6210<\/h2>\n\n<h3>\u6dfb\u52a0\u4f9d\u8d56<\/h3>\n\n<\/code><\/pre>\n<p>xml<br \/>\n<dependencies><br \/>\n    <!-- Actuator --><br \/>\n    <dependency><br \/>\n        <groupId>org.springframework.boot<\/groupId><br \/>\n        <artifactId>spring-boot-starter-actuator<\/artifactId><br \/>\n    <\/dependency><\/p>\n<p>    <!-- Micrometer Registry --><br \/>\n    <dependency><br \/>\n        <groupId>io.micrometer<\/groupId><br \/>\n        <artifactId>micrometer-registry-prometheus<\/artifactId><br \/>\n    <\/dependency><br \/>\n<\/dependencies><\/p>\n<pre><code>\n<h3>\u914d\u7f6e Actuator<\/h3>\n\n<\/code><\/pre>\n<p>yaml<\/p>\n<h1>application.yml<\/h1>\n<p>management:<br \/>\n  server:<br \/>\n    port: 9090<br \/>\n  endpoint:<br \/>\n    health:<br \/>\n      show-details: always<br \/>\n    metrics:<br \/>\n      enabled: true<br \/>\n  endpoints:<br \/>\n    web:<br \/>\n      exposure:<br \/>\n        include: &#8220;*&#8221;<br \/>\n  metrics:<br \/>\n    tags:<br \/>\n      application: ${spring.application.name}<br \/>\n    export:<br \/>\n      prometheus:<br \/>\n        enabled: true<\/p>\n<pre><code>\n<h2>\u4e03\u3001\u65e5\u5fd7\u76d1\u63a7<\/h2>\n\n<h3>Logback \u914d\u7f6e<\/h3>\n\n<\/code><\/pre>\n<p>xml<br \/>\n<!-- logback-spring.xml --><br \/>\n<configuration><br \/>\n    <appender name=\"CONSOLE\" class=\"ch.qos.logback.core.ConsoleAppender\"><br \/>\n        <encoder>\n            <pattern>%d{yyyy-MM-dd HH:mm:ss.SSS} [%thread] %-5level %logger{36} &#8211; %msg%n<\/pattern>\n        <\/encoder><br \/>\n    <\/appender><\/p>\n<p>    <appender name=\"FILE\" class=\"ch.qos.logback.core.rolling.RollingFileAppender\"><br \/>\n        <file>logs\/application.log<\/file><br \/>\n        <rollingPolicy class=\"ch.qos.logback.core.rolling.SizeAndTimeBasedRollingPolicy\"><br \/>\n            <fileNamePattern>logs\/application.%d{yyyy-MM-dd}.%i.log<\/fileNamePattern><br \/>\n            <maxFileSize>100MB<\/maxFileSize><br \/>\n            <maxHistory>30<\/maxHistory><br \/>\n        <\/rollingPolicy><br \/>\n        <encoder>\n            <pattern>%d{yyyy-MM-dd HH:mm:ss.SSS} [%thread] %-5level %logger{36} &#8211; %msg%n<\/pattern>\n        <\/encoder><br \/>\n    <\/appender><\/p>\n<p>    <root level=\"INFO\"><br \/>\n        <appender-ref ref=\"CONSOLE\"\/><br \/>\n        <appender-ref ref=\"FILE\"\/><br \/>\n    <\/root><br \/>\n<\/configuration><\/p>\n<pre><code>\n<h3>\u65e5\u5fd7\u5206\u6790\u5de5\u5177<\/h3>\n\n<\/code><\/pre>\n<p>bash<\/p>\n<h1>\u5b9e\u65f6\u76d1\u63a7\u65e5\u5fd7<\/h1>\n<p>tail -f logs\/application.log<\/p>\n<h1>\u641c\u7d22\u9519\u8bef\u65e5\u5fd7<\/h1>\n<p>grep -i &#8220;error&#8221; logs\/application.log<\/p>\n<h1>\u7edf\u8ba1\u65e5\u5fd7\u7ea7\u522b\u5206\u5e03<\/h1>\n<p>grep -o &#8220;\\-[A-Z]*level&#8221; logs\/application.log | sort | uniq -c<\/p>\n<h1>\u5206\u6790\u65e5\u5fd7\u91cf<\/h1>\n<p>wc -l logs\/application.log<\/p>\n<pre><code>\n<h2>\u516b\u3001\u6027\u80fd\u76d1\u63a7\u6700\u4f73\u5b9e\u8df5<\/h2>\n\n<h3>JVM \u53c2\u6570\u4f18\u5316<\/h3>\n\n<\/code><\/pre>\n<p>bash<\/p>\n<h1>\u751f\u4ea7\u73af\u5883\u63a8\u8350\u53c2\u6570<\/h1>\n<p>JAVA_OPTS=&#8221;-Xms2g -Xmx2g \\<br \/>\n  -XX:+UseG1GC \\<br \/>\n  -XX:MaxGCPauseMillis=200 \\<br \/>\n  -XX:+HeapDumpOnOutOfMemoryError \\<br \/>\n  -XX:HeapDumpPath=\/var\/log\/java\/heapdump.hprof \\<br \/>\n  -XX:+PrintGCDetails \\<br \/>\n  -XX:+PrintGCDateStamps \\<br \/>\n  -Xloggc:\/var\/log\/java\/gc.log&#8221;<\/p>\n<pre><code>\n<h3>\u76d1\u63a7\u544a\u8b66\u89c4\u5219<\/h3>\n\n<\/code><\/pre>\n<p>yaml<\/p>\n<h1>Prometheus \u544a\u8b66\u89c4\u5219<\/h1>\n<p>groups:<\/p>\n<ul>\n<li>name: jvm-alerts<\/li>\n<\/ul>\n<p>    rules:<\/p>\n<ul>\n<li>alert: HighMemoryUsage<\/li>\n<\/ul>\n<p>        expr: jvm_memory_used_bytes \/ jvm_memory_max_bytes > 0.9<br \/>\n        for: 5m<br \/>\n        labels:<br \/>\n          severity: warning<br \/>\n        annotations:<br \/>\n          summary: &#8220;High memory usage detected&#8221;<\/p>\n<ul>\n<li>alert: HighGCFrequency<\/li>\n<\/ul>\n<p>        expr: rate(jvm_gc_collection_seconds_sum[5m]) > 10<br \/>\n        for: 10m<br \/>\n        labels:<br \/>\n          severity: critical<br \/>\n        annotations:<br \/>\n          summary: &#8220;High GC frequency detected&#8221;<\/p>\n<ul>\n<li>alert: ThreadCountHigh<\/li>\n<\/ul>\n<p>        expr: jvm_threads_current > 500<br \/>\n        for: 5m<br \/>\n        labels:<br \/>\n          severity: warning<br \/>\n        annotations:<br \/>\n          summary: &#8220;Thread count is too high&#8221;<\/p>\n<pre><code>\n<h3>\u76d1\u63a7\u9762\u677f\u914d\u7f6e<\/h3>\n\n<\/code><\/pre>\n<p>yaml<\/p>\n<h1>Grafana \u6570\u636e\u6e90\u914d\u7f6e<\/h1>\n<p>apiVersion: 1<\/p>\n<p>datasources:<\/p>\n<ul>\n<li>name: Prometheus<\/li>\n<\/ul>\n<p>    type: prometheus<br \/>\n    access: proxy<br \/>\n    url: http:\/\/prometheus:9090<br \/>\n    isDefault: true<\/p>\n<ul>\n<li>name: Grafana<\/li>\n<\/ul>\n<p>    type: grafana<br \/>\n    access: proxy<br \/>\n    url: http:\/\/grafana:3000<br \/>\n&#8220;`<\/p>\n<p>&#8212;<\/p>\n<h2>\u603b\u7ed3<\/h2>\n<p>\u672c\u6587\u6db5\u76d6\u4e86 Java \u76d1\u63a7\u7684\uff1a<\/p>\n<ul>\n<li>\u2705 <strong>\u76d1\u63a7\u6982\u8ff0<\/strong> &#8211; \u76d1\u63a7\u76ee\u6807\u548c JVM \u5185\u5b58\u7ed3\u6784<\/li>\n<li>\u2705 <strong>JMX \u57fa\u7840<\/strong> &#8211; \u81ea\u5b9a\u4e49 MBean \u548c\u8fde\u63a5\u793a\u4f8b<\/li>\n<li>\u2705 <strong>JVM \u5de5\u5177<\/strong> &#8211; jstat\u3001jmap\u3001jstack\u3001jconsole<\/li>\n<li>\u2705 <strong>VisualVM<\/strong> &#8211; \u5b89\u88c5\u548c\u4e3b\u8981\u529f\u80fd<\/li>\n<li>\u2705 <strong>Prometheus<\/strong> &#8211; \u96c6\u6210\u548c\u81ea\u5b9a\u4e49\u6307\u6807<\/li>\n<li>\u2705 <strong>Micrometer<\/strong> &#8211; Actuator \u914d\u7f6e<\/li>\n<li>\u2705 <strong>\u65e5\u5fd7\u76d1\u63a7<\/strong> &#8211; Logback \u914d\u7f6e\u548c\u5206\u6790<\/li>\n<li>\u2705 <strong>\u6700\u4f73\u5b9e\u8df5<\/strong> &#8211; JVM \u53c2\u6570\u548c\u544a\u8b66\u89c4\u5219<\/li>\n<\/ul>\n<div style=\"text-align:center;margin:30px 0;\">\n<p style=\"color:#666;font-size:14px;\">#Java #\u76d1\u63a7 #JVM #Prometheus #Micrometer #JMX<\/p>\n<\/div>\n<p>&#8212;<\/p>\n<p><strong>\u6587\u7ae0\u5df2\u5b8c\u6210\uff01<\/strong><\/p>\n<p><strong>\u6587\u4ef6\u8def\u5f84\uff1a<\/strong> `\/home\/node\/.openclaw\/agents\/creator\/workspace\/content\/Java \u76d1\u63a7\u8be6\u7ec6\u4f7f\u7528\u6559\u7a0b_20260425_1903.md`<\/p>\n<p>\u8bf7\u544a\u8bc9\u6211\u4e0b\u4e00\u6b65\u64cd\u4f5c\uff08\u914d\u56fe\u3001\u53d1\u5e03\u7b49\uff09\uff01<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Java \u76d1\u63a7\u8be6\u7ec6\u4f7f\u7528\u6559\u7a0b \u4e00\u3001Java \u76d1\u63a7\u7b80\u4ecb\u548c\u91cd\u8981\u6027 Java \u76d1\u63a7\u662f\u786e\u4fdd\u5e94\u7528\u7a33\u5b9a\u8fd0\u884c\u7684\u5173\u952e\u624b\u6bb5\uff0c\u901a\u8fc7\u5b9e&#8230;<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[],"tags":[],"class_list":["post-15902","post","type-post","status-publish","format-standard","hentry"],"_links":{"self":[{"href":"https:\/\/www.srclibs.com\/index.php\/wp-json\/wp\/v2\/posts\/15902","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.srclibs.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.srclibs.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.srclibs.com\/index.php\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.srclibs.com\/index.php\/wp-json\/wp\/v2\/comments?post=15902"}],"version-history":[{"count":0,"href":"https:\/\/www.srclibs.com\/index.php\/wp-json\/wp\/v2\/posts\/15902\/revisions"}],"wp:attachment":[{"href":"https:\/\/www.srclibs.com\/index.php\/wp-json\/wp\/v2\/media?parent=15902"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.srclibs.com\/index.php\/wp-json\/wp\/v2\/categories?post=15902"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.srclibs.com\/index.php\/wp-json\/wp\/v2\/tags?post=15902"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}