Why is memory fragmentation a hidden performance issue in Julia?

Frequent allocations of variable-sized objects can fragment heap memory and degrade cache performance.

Julia's garbage collector does not compact memory aggressively, so repeated allocation of differently sized objects can fragment the heap. This leads to poor cache locality and increased page faults. Fragmentation is especially harmful in long-running scientific workloads where memory patterns are unpredictable.