JavaAdvanced#streams

What is a parallel stream and when should you avoid it?

A parallel stream splits work across multiple threads using the common ForkJoinPool, useful for CPU-bound work on large datasets. Avoid it for small datasets (overhead outweighs benefit), I/O-bound tasks, or operations with shared mutable state.

Example
long count = IntStream.range(0, 10_000_000).parallel().filter(n -> n % 2 == 0).count();
// beneficial for large CPU-bound computation

Related Questions

1
JavaAdvanced#memory#gc

What are the different generations in the JVM heap?

Open
2
JavaAdvanced#memory#gc

What causes a memory leak in Java despite having garbage collection?

Open
3
JavaAdvanced#memory#gc

What is the difference between strong, weak, soft, and phantom references?

Open