How does LINQ affect serialization pipelines in large distributed APIs?

LINQ impacts serialization by controlling data shape and reducing payload size through projections.

Serialization performance depends heavily on the shape of data returned by LINQ queries. Projections reduce object graph complexity, improving serialization speed and reducing memory usage. Returning full entities introduces navigation graphs, circular references, and unnecessary fields, increasing serialization cost and payload size.