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Hard 💼 Technical

[DevOps & Cloud] SQL Indexing performance

Problem Statement

Conceptual Challenge for SQL Indexing performance under DevOps & Cloud:

How do B-Tree database indexes speed up database select queries? What are the write trade-offs?

Discuss the architectural implications.

Proposed Solution

B-Trees store indexed columns in a sorted tree structure, reducing lookup time from O(N) to O(log N). However, writes (INSERT/UPDATE/DELETE) become slower because the tree structure must be dynamically re-sorted and balanced.

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