What is the impact of LINQ on system scalability in cloud environments?

LINQ impacts scalability based on query efficiency, data transfer, and execution location.

In cloud environments, inefficient LINQ queries can increase database load, network bandwidth usage, and compute costs. Proper use of projections, filtering, and server-side execution ensures scalability. Poor LINQ design can lead to full dataset transfers, increasing latency and infrastructure costs.