Question

我正在用java开发一个程序来使用并行编程来解决线性方程。我已经编写了解决它的代码。如何修改它以在多核处理器上工作？举几个例子。我听说过mpi（消息传递界面）。如何在我的代码中使用它？

Answer 1

最简单的方法是使用ThreadPoolExecutors，你可以看到教程here。

一个例子可能是：

import java.util.concurrent.*;
import java.util.*;

class MyThreadPoolExecutor
{
    int poolSize = 2;

    int maxPoolSize = 2;

    long keepAliveTime = 10;

    ThreadPoolExecutor threadPool = null;

    final ArrayBlockingQueue<Runnable> queue = new ArrayBlockingQueue<Runnable>(
            5);

    public MyThreadPoolExecutor()
    {
        threadPool = new ThreadPoolExecutor(poolSize, maxPoolSize,
                keepAliveTime, TimeUnit.SECONDS, queue);

    }

    public void runTask(Runnable task)
    {
        // System.out.println("Task count.."+threadPool.getTaskCount() );
        // System.out.println("Queue Size before assigning the
        // task.."+queue.size() );
        threadPool.execute(task);
        // System.out.println("Queue Size after assigning the
        // task.."+queue.size() );
        // System.out.println("Pool Size after assigning the
        // task.."+threadPool.getActiveCount() );
        // System.out.println("Task count.."+threadPool.getTaskCount() );
        System.out.println("Task count.." + queue.size());

    }

    public void shutDown()
    {
        threadPool.shutdown();
    }

    public static void main(String args[])
    {
        MyThreadPoolExecutor mtpe = new MyThreadPoolExecutor();
        // start first one
        mtpe.runTask(new Runnable()
        {
            public void run()
            {
                for (int i = 0; i < 10; i++)
                {
                    try
                    {
                        System.out.println("First Task");
                        Thread.sleep(1000);
                    } catch (InterruptedException ie)
                    {
                    }
                }
            }
        });
        // start second one
        /*
         * try{ Thread.sleep(500); }catch(InterruptedException
         * ie){}
         */
        mtpe.runTask(new Runnable()
        {
            public void run()
            {
                for (int i = 0; i < 10; i++)
                {
                    try
                    {
                        System.out.println("Second Task");
                        Thread.sleep(1000);
                    } catch (InterruptedException ie)
                    {
                    }
                }
            }
        });
        // start third one
        /*
         * try{ Thread.sleep(500); }catch(InterruptedException
         * ie){}
         */
        mtpe.runTask(new Runnable()
        {
            public void run()
            {
                for (int i = 0; i < 10; i++)
                {
                    try
                    {
                        System.out.println("Third Task");
                        Thread.sleep(1000);
                    } catch (InterruptedException ie)
                    {
                    }
                }
            }
        });
        // start fourth one
        /*
         * try{ Thread.sleep(500); }catch(InterruptedException
         * ie){}
         */
        mtpe.runTask(new Runnable()
        {
            public void run()
            {
                for (int i = 0; i < 10; i++)
                {
                    try
                    {
                        System.out.println("Fourth Task");
                        Thread.sleep(1000);
                    } catch (InterruptedException ie)
                    {
                    }
                }
            }
        });
        // start fifth one
        /*
         * try{ Thread.sleep(500); }catch(InterruptedException
         * ie){}
         */
        mtpe.runTask(new Runnable()
        {
            public void run()
            {
                for (int i = 0; i < 10; i++)
                {
                    try
                    {
                        System.out.println("Fifth Task");
                        Thread.sleep(1000);
                    } catch (InterruptedException ie)
                    {
                    }
                }
            }
        });
        // start Sixth one
        /*
         * try{ Thread.sleep(500); }catch(InterruptedException
         * ie){}
         */
        mtpe.runTask(new Runnable()
        {
            public void run()
            {
                for (int i = 0; i < 10; i++)
                {
                    try
                    {
                        System.out.println("Sixth Task");
                        Thread.sleep(1000);
                    } catch (InterruptedException ie)
                    {
                    }
                }
            }
        });
            mtpe.shutDown();
    }

}

Answer 2

您不能唯一能做的就是多线程，并希望OS Supervisor能够通过多个内核共享您的进程。

请参阅http://download.oracle.com/javase/1.5.0/docs/api/java/lang/Thread.html

如何并行化java程序？

2 个答案: