Tuesday, July 8, 2025

Intelligent Query Processing (IQP)

 

Intelligent Query Processing (IQP)

(Especially enhanced in SQL Server 2019–2025)


🔍 What it is:

IQP is a suite of features that automatically improves the performance of your queries without changing your code.


🚀 Why it’s the best:

  • Fixes bad plans on the fly with Adaptive Joins, Memory Grant Feedback, and Parameter Sensitivity fixes.

  • ✅ Great for complex, slow-running queries—IQP helps optimize execution without developer tuning.

  • ✅ In SQL Server 2025, IQP is even smarter and works better with modern workloads, JSON data, and AI features.


🧠 Simple Example:

Normally, if you write a query with a weird data shape or a bad parameter, SQL Server might guess wrong and run it slowly. IQP learns from that and adjusts future runs to be faster—all automatically.