How does LINQ handle large-scale aggregation optimization?

LINQ relies on provider-side optimization for aggregation, especially in database systems.

Aggregations like Sum, Count, Average are translated into SQL aggregate functions in LINQ-to-Entities. The database engine performs optimized computation using indexes and execution plans. However, client-side aggregation after materialization is highly inefficient and should be avoided in large datasets.