increment() 和 decrement() 操作是原子的读-修改-写操作

原子计数器:主要是高并发的统计的时候要用到。比如:
  increment() 和 decrement() 操作是原子的读-修改-写操作。为了安全实现计数器,必须使用当前值,并为其添加一个值,或写出新值,所有这些均视为一项操作,其他线程不能打断它。
  善用redis的消息队列
  使用redis的list,当用户参与到高并发活动时,将参与用户的信息添加到消息队列中,然后再写个多线程程序去消耗队列(pop数据),这样能避免服务器宕机的危险。
  通过消息队列可以做很多的服务,比如定时短信发送服务,使用sorted set(sset),发送时间戳作为排序依据,短信数据队列根据时间升序,然后写个程序定时循环去读取sset队列中的第一条,当前时间是否超过发送时间,如果超过就进行短信发送。
  事务竞争的优化
  在高并发秒杀系统中,第一个用户执行减库存操作,在commit/rollback以前,第二个秒杀用户也要执行减库存,但是因为一个用户得到了锁,其他用户就必须进行等待(因为当事务不去提交/回滚的话行级锁是没办法释放的)。也就是说后面的线程想减库存,必须等到前面的线程释放哈行锁。这就变成了一个串行的操作:同一个商品减库存,大家都要排队等,就产生了大量阻塞操作。而且,sql语句发送给数据库也可能存在网络延迟,这样后面的用户等待时间就更长了。
  解决方案
  ①MySQL源码层的修改方案:在update后面加上这样一句话:/+[auto_commit]/,当你执行完这条update的时候它会自动回滚。回滚的条件是:update影响的记录数是1就可以commit,如果为0就会rollback。也就是不给java客户端和MySQL之间网络延迟,然后再由java客户端其控制commit和rollback,而是直接通过语句发过去你就告诉我commit和rollback。这个成本比较高,需要修改MySQL源码
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