java - 同步的 java 代码执行速度比非同步代码快几倍

Question

我在开发一个高并发应用程序。在应用程序代码中，我尽量避免同步。最近，在比较非同步和同步代码版本的测试性能时，结果表明同步代码的执行速度比非同步版本快三四倍。

经过一些实验我得出了这段测试代码:

private static final Random RND = new Random();
private static final int NUM_OF_THREADS = 3;
private static final int NUM_OF_ITR = 3;
private static final int MONKEY_WORKLOAD = 50000;

static final AtomicInteger lock = new AtomicInteger();

private static void syncLockTest(boolean sync) {
    System.out.println("syncLockTest, sync=" + sync);

    final AtomicLong jobsDone = new AtomicLong();
    final AtomicBoolean stop = new AtomicBoolean();

    for (int i = 0; i < NUM_OF_THREADS; i++) {
        Runnable runner;

        if (sync) {
            runner = new Runnable() {
                @Override
                public void run() {
                    while (!stop.get()){
                        jobsDone.incrementAndGet();

                        synchronized (lock) {
                            monkeyJob();
                        }

                        Thread.yield();
                    }
                }
            };
        } else {
            runner = new Runnable() {
                @Override
                public void run() {
                    while (!stop.get()){
                        jobsDone.incrementAndGet();

                        monkeyJob();

                        Thread.yield();
                    }
                }
            };
        }

        new Thread(runner).start();
    }

    long printTime = System.currentTimeMillis();

    for (int i = 0; i < NUM_OF_ITR;) {
        long now = System.currentTimeMillis();
        if (now - printTime > 10 * 1000) {
            printTime = now;
            System.out.println("Jobs done\t" + jobsDone);
            jobsDone.set(0);
            i++;
        }
        try {
            Thread.sleep(1000);
        } catch (InterruptedException e) {
            e.printStackTrace();
        }
    }

    stop.set(true);
}

private static double[] monkeyJob() {
    double[] res = new double[MONKEY_WORKLOAD];
    for (int i = 0; i < res.length; i++) {
        res[i] = RND.nextDouble();
        res[i] = 1./(1. + res[i]);
    }
    return res;
}

我研究了线程数量、工作负载、测试迭代次数——每次同步代码的执行速度都比未同步代码快得多。

这是 NUM_OF_THREADS 的两个不同值的结果

Number of threads:3
syncLockTest, sync=true
Jobs done 5951
Jobs done 5958
Jobs done 5878
syncLockTest, sync=false
Jobs done 1399
Jobs done 1397
Jobs done 1391

Number of threads:5
syncLockTest, sync=true
Jobs done 5895
Jobs done 6464
Jobs done 5886
syncLockTest, sync=false
Jobs done 1179
Jobs done 1260
Jobs done 1226

测试环境 Windows 7 专业版 Java 版本 7.0

这是一个类似的案例 Synchronized code performs faster than unsynchronized one

有什么想法吗？

Answer 1

Random 是一个线程安全的类。您很可能通过围绕主要工作进行同步来避免对调用 Random 类的争用。