What is a distributed transaction and why is it difficult to implement?

A distributed transaction ensures atomic operations across multiple systems or nodes.

Distributed transactions require coordination across multiple databases or services. Protocols like 2PC (Two-Phase Commit) and 3PC attempt to ensure atomicity but introduce latency and failure complexity. Modern systems often avoid distributed transactions in favor of eventual consistency and idempotent operations due to scalability limitations.