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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来源： https://www.cnblogs.com/LoveTgg/p/14159694.html