Stream and concurrent processing
All stream operations execute either sequentially or in parallel. They execute sequentially by default. To execute concurrently, a parallel stream must be created. The Stream class uses a parallel method, and the Collection interface uses a parallelStream method to create parallel streams.
The typical iterative loop in Java (such as the for or while loops) are serial in nature. That is, they are designed to execute sequentially and are not able to easily incorporate concurrent behavior.
Over the years, Java has introduced a number of improvements in how parallel behavior can be achieved. Each of these improvements has built upon the thread concept and frequently addresses specific concurrent approaches such as thread pools. However, these approaches required the developer to deal with possible data corruption and deadlock situations.
To parallelize a stream on the surface, all you need to do is to use the parallel method instead of the stream method and the...
