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Table of Contents
1. Understand common memory leak scenarios
2. Use tools to assist in detecting memory problems
3. How to prevent memory leaks in daily development
Home Java javaTutorial Preventing and Diagnosing Java Memory Leaks

Preventing and Diagnosing Java Memory Leaks

Jul 05, 2025 am 01:39 AM

To prevent and diagnose memory leaks in Java, the core method is "early detection and early processing". 1. First of all, you need to understand common scenarios: such as the static collection class not being released, the listener not being logged out, the cache not being invalidated, and the use of ThreadLocal improperly. 2. Secondly, use tools to assist detection, such as VisualVM preliminary positioning, MAT analysis heap dump, YourKit/JProfiler in-depth analysis, and JConsole observation of memory trends. 3. In daily development, you should avoid long-term holding of useless objects, using weak references, using ThreadLocal reasonably and removing timely, registering and logging out the listener, unit test simulation to simulate long-term operation, and setting appropriate JVM parameters to enable GC logs, thereby effectively preventing memory leaks.

Preventing and Diagnosing Java Memory Leaks

Java memory leaks are a common problem that many developers encounter during project operation, especially in long-running applications. Memory leaks will cause system performance to decline and even cause OutOfMemoryError, affecting service stability. So how to prevent and diagnose memory leaks in Java? In fact, the core idea is "early detection and early treatment".

Preventing and Diagnosing Java Memory Leaks

1. Understand common memory leak scenarios

To solve the problem, you must first know what the problem is. Several of the most common memory leaks in Java include:

Preventing and Diagnosing Java Memory Leaks
  • Static collection class holds objects not released : For example, a static HashMap constantly adds objects but does not clear them.
  • Listeners and callbacks are not logged out : For example, references in event listeners and observer modes are not cleaned up in time.
  • Cache is not valid correctly : the cached data has been growing without cleaning mechanism.
  • Improper use of thread-local variables (ThreadLocal) : If ThreadLocal does not have remove or thread pool multiplex threads, it is easy to cause memory accumulation.

These situations are often not visible at a glance, and need to be investigated in combination with actual code logic.


2. Use tools to assist in detecting memory problems

It is difficult to find all problems by just looking at the code, so you need to use some tools to help. Commonly used tools are:

Preventing and Diagnosing Java Memory Leaks
  • VisualVM : Lightweight, comes with JDK, which can view heap memory, threads, class loading and other information in real time, suitable for preliminary positioning.
  • Eclipse MAT (Memory Analyzer) : It is specially used to analyze heap dump files, which can find out which objects occupy a lot of memory and display the reference chain.
  • YourKit/JProfiler : Commercial tool, more powerful and supports more in-depth performance analysis.
  • JConsole / JMX : It can monitor the running status of the JVM and observe the memory usage trend.

The general approach is to first observe the memory trend through VisualVM, export the heap dump when you suspect there is a problem, and then use MAT to analyze which specific class or object has abnormal growth.


3. How to prevent memory leaks in daily development

Prevention is more important than repair. Pay attention to the following points in daily coding, which can effectively reduce the risk of memory leakage:

  • Avoid unnecessary long-term holding of objects : especially static references and caching.
  • Handling temporary mapping relationships using WeakHashMap : suitable for objects with uncertain life cycles.
  • Use ThreadLocal reasonably and remember to remove : especially when using thread pools.
  • Remember to log out after registering the listener : such as Swing, Spring event listening, etc.
  • Simulate long-running scenarios in unit tests : helps to detect potential leaks in advance.

In addition, it is also important to set appropriate JVM parameters in the deployment environment, such as turning on GC logs, which can help with subsequent analysis.


Basically that's it. Although memory leaks sound scary, as long as you pay more attention to writing and tool assistance, most problems can be discovered and solved in a timely manner.

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