DB Index

Creator
Creator
Seonglae ChoSeonglae Cho
Created
Created
2020 Jan 12 7:8
Editor
Edited
Edited
2025 Oct 9 16:46

Indexes make reads faster but writes slower. The tradeoff is clear

  • Index is for fast Select
Database indexing fundamentals:
  • Time-based indexing is inefficient
    • Creates overhead for data that changes frequently
    • Makes time-range queries faster but at a cost
  • String indexing has limitations
    • Takes up more space than numeric indices
    • Consider encoding strings as integers when possible (e.g., for UUID if not natively supported by the database)
  • Best practices for indexing
    • Only index columns that truly need it
    • Indexed columns don't truly have "UPDATE" operations - they work as DELETE + INSERT behind the scenes
    • Each additional index increases storage requirements and memory usage
  • Know the limitations
    • Databases are not search engines - avoid ngram indexing when possible
    • For large string searches, synchronize with dedicated solutions like Elasticsearch
DB Indices
 
 
DB Indexing Algorithms
 
 
notion image
 
 
 

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