14. Starvation and Fairness

博客介绍了Java中线程饥饿的概念,即线程因其他线程占用CPU时间而无法获得执行机会。阐述了导致线程饥饿的三个常见原因,包括高优先级线程占用CPU、线程无限期等待进入同步块、线程无限期等待对象唤醒。还提到在Java中虽无法实现100%公平,但可通过使用锁代替同步块来提高线程公平性。

If a thread is not granted CPU time because other threads grab it all, it is called “starvation”. The thread is “starved to death” because other threads are allowed the CPU time instead of it. The solution to starvation is called “fairness” - that all threads are fairly granted a chance to execute.

1. Causes of Starvation in Java

The following three common causes can lead to starvation of threads in Java:

  1. Threads with high priority swallow all CPU time from threads with lower priority.
  2. Threads are blocked indefinately waiting to enter a synchronized block, because other threads are constantly allowed access before it.
  3. Threads waiting on an object (called wait() on it) remain waiting indefinitely because other threads are constantly awakened instead of it.

1.1 Threads with high priority swallow all CPU time from threads with lower priority

You can set the thread priority of each thread individually. The higher the priority the more CPU time the thread is granted. You can set the priority of threads between 1 and 10. Exactly how this is interpreted depends on the operating system your application is running on. For most applications you are better off leaving the priority unchanged.

1.2 Threads are blocked indefinitely waiting to enter a synchronized block

Java’s synchronized code blocks can be another cause of starvation. Java’s synchronized code block makes no guarantee about the sequence in which threads waiting to enter the synchronized block are allowed to enter. This means that there is a theoretical risk that a thread remains blocked forever trying to enter the block, because other threads are constantly granted access before it. This problem is called “starvation”, that a thread is “starved to death” by because other threads are allowed the CPU time instead of it.

1.3 Threads waiting on an object (called wait() on it) remain waiting indefinitely

The notify() method makes no guarantee about what thread is awakened if multiple thread have called wait() on the object notify() is called on. It could be any of the threads waiting. Therefore there is a risk that a thread waiting on a certain object is never awakened because other waiting threads are always awakened instead of it.

2. Implementing Fairness in Java

While it is not possible to implement 100% fairness in Java we can still implement our synchronization constructs to increase fairness between threads.
First lets study a simple synchronized code block:

public class Synchronizer{
  public synchronized void doSynchronized(){
    //do a lot of work which takes a long time
  }
}

If more than one thread call the doSynchronized() method, some of them will be blocked until the first thread granted access has left the method. If more than one thread are blocked waiting for access there is no guarantee about which thread is granted access next.

2.1 Using Locks Instead of Synchronized Blocks

To increase the fairness of waiting threads first we will change the code block to be guarded by a lock rather than a synchronized block:

public class Synchronizer{
  Lock lock = new Lock();
  public void doSynchronized() throws InterruptedException{
    this.lock.lock();
      //critical section, do a lot of work which takes a long time
    this.lock.unlock();
  }
}

Notice how the doSynchronized() method is no longer declared synchronized. Instead the critical section is guarded by the lock.lock() and lock.unlock() calls.
A simple implementation of the Lock class could look like this:

public class Lock{
  private boolean isLocked      = false;
  private Thread  lockingThread = null;
  public synchronized void lock() throws InterruptedException{
    while(isLocked){
      wait();
    }
    isLocked      = true;
    lockingThread = Thread.currentThread();
  }
  public synchronized void unlock(){
    if(this.lockingThread != Thread.currentThread()){
      throw new IllegalMonitorStateException(
        "Calling thread has not locked this lock");
    }
    isLocked      = false;
    lockingThread = null;
    notify();
  }
}
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