Lesson 47/100

Tutorials SQL Server Tutorial

Parameter Sniffing — Complete Guide

Parameter Sniffing — Complete Guide: free step-by-step lesson with examples, common mistakes, and interview tips — part of SQL Server Tutorial on Toolliyo Academy.

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SQL Server Tutorial · Lesson 47 of 100

Parameter Sniffing

SQL basics ✓QueriesAdvanced

Queries · 2 — JOINs · ~6 min · SQL — Stored Procedures & Functions

What is this?

Parameter sniffing caches a plan based on the first parameter values. That plan may be great for some values and terrible for others.

Why should you care?

A proc filtered by rare CustomerId vs a huge customer can reuse the wrong plan and tank performance.

See it live — copy this example

Run in SQL Server Management Studio (SSMS) or Azure Data Studio.

USE DataVerse;
CREATE OR ALTER PROCEDURE dbo.usp_OrdersByCity
    @City NVARCHAR(50)
AS
BEGIN
    SET NOCOUNT ON;
    SELECT OrderId, Amount
    FROM dbo.Orders
    WHERE City = @City;
    -- Diagnose: OPTION (RECOMPILE) -- temporary
    -- Or copy to local var / optimize for unknown carefully
END
GO
EXEC dbo.usp_OrdersByCity @City = N'Pune';
EXEC dbo.usp_OrdersByCity @City = N'Mumbai';

What happened?

  • Both calls share a cached plan shape sniffed from the first execution.
  • If data is skewed, consider RECOMPILE, OPTIMIZE FOR, or redesign — not random hints forever.

Practice next

  1. Create the proc and run for two cities.
  2. Inspect plans from the plan cache for that proc.
  3. Try OPTION (RECOMPILE) in lab and compare.
  4. Update stats and rerun both cities.
  5. Compare estimated rows for each city.

Remember

First parameters influence cached plans. Skewed data exposes sniffing pain. Fix with measured options, not folklore.

City proc uneven

DataVerse Mumbai has 100× Pune rows; sniffed plan hurts Pune.

Outcome: Team enables PSPO or targeted RECOMPILE on that proc.

Interview prep for this lesson

Practice these questions aloud after reading—each links to a full structured answer.

Mid PDF Detailed
What are the differences between SQL and NoSQL databases?
Short answer: SQL Databases (Relational Databases): These are structured databases that use Structured Query Language (SQL) for defining and manipulating data. Explain a bit more They store data in tables with rows and c…
Mid PDF Detailed
Query Performance:?
Short answer: Use EXPLAIN or QUERY PLAN to analyze query execution times and identify slow queries. Track metrics like response time, execution time, and query throughput. Real-world example (ShopNest) ShopNest adds an i…
Mid PDF Detailed
Start with 1NF: Ensure that the table has no repeating groups or arrays, and each?
Short answer: record has a unique identifier. Real-world example (ShopNest) Product and Category are separate tables (normalized). The order line stores product id + price snapshot—not a giant duplicated product blob. Sa…
Junior PDF Detailed
Define Roles: Define different roles based on business requirements (e.g., admin,?
Short answer: Define Roles: Define different roles based on business requirements (e.g., admin,? is a common interview topic in SQL & Databases. Give a clear definition, then one concrete example. Say this in the int…
Mid PDF Detailed
Slower Queries: Fragmented indexes cause the database engine to read more data?
Short answer: pages, slowing down query performance. Real-world example (ShopNest) ShopNest adds an index on Orders(CustomerId, CreatedAt) because “my recent orders” is queried constantly. Say this in the interview Defin…
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SQL Server Tutorial
Course syllabus

SQL Server Tutorial

SQL — Foundations
SQL — SQL Queries & Clauses
SQL — Joins & Relationships
SQL — Indexing & Performance
SQL — Stored Procedures & Functions
SQL — Transactions & Concurrency
SQL — Advanced SQL Server
SQL — Security & High Availability
SQL — 2022 & Cloud
SQL — Real-World Projects
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