Sobes.tech
Junior — Middle

What circumstances can lead to delays in data reading, besides using indexes?

sobes.tech AI

Answer from AI

Delays in reading data can occur for various reasons besides the absence or ineffective use of indexes:

  • Locks and resource contention: if multiple transactions try to read or write the same data simultaneously, waiting may occur.
  • Large data volume: reading a large number of rows or columns without filtering increases execution time.
  • Low disk subsystem performance: slow SSDs or HDDs, high disk load.
  • Network delays: if the database is remote, network latency affects data retrieval speed.
  • Unoptimized queries: complex JOINs, subqueries, lack of filters.
  • Caching: absence or ineffective use of cache leads to repeated disk access.
  • Server configuration and parallelism: insufficient CPU, memory resources, incorrect connection pool settings.

To diagnose, use query profiling and database monitoring tools.