A Shot of SQLEspresso

SQL Blogs by Monica Morehouse (Rathbun)

  • Home
  • Session Downloads
  • Event Calendar
  • PASS
    • Hampton Roads SQL User Group
    • SQL Saturday
    • PASS WIT VC
  • DCAC
  • Contact Me
    • Disclaimer
  • Home
  • Session Downloads
  • Event Calendar
  • PASS
    • Hampton Roads SQL User Group
    • SQL Saturday
    • PASS WIT VC
  • DCAC
  • Contact Me
    • Disclaimer

No Widgets found in the Sidebar Alt!

  • Performance Tuning

    5 Ways to Examine Cardinality Metrics

    May 2, 2018 /

    In SQL Server the query optimizer uses a cardinality estimator to answer data SELECTIVITY questions like the ones below. The optimizer uses this cardinality data, which relies heavy on statistics to get the answers and calculate a cost estimate. It takes the #of Rows to Satisfy a Predicate/Total # of Input Rows. How many rows will satisfy a single filter predicate? Multiple? WHERE How many rows will satisfy a join predicate between two tables? JOIN How many distinct values do we expect from a specific column? DISTINCT GROUP BY From this estimate the optimizer is able to find an efficient execution plan that fulfills a query request. You will note that…

    Read More
    Monica Morehouse (Rathbun)

    Related Posts

    Scooby-Doo and the Mystery of Cloud Costs (Let’s have some fun!) – Scooby Dooing Episode 1

    August 25, 2025

    Respectfully Responding

    June 14, 2018

    SQL Server Updates Tricked Me for Years

    February 21, 2018

About Me

Monica Morehouse (Rathbun)

Microsoft MVP, Performancing Tuning Expert, Leader Hampton Roads SQL Server User Group, Read More…

Consulting

Sessions List

Favorite Tidbits

  • Reminder to Developers

Topic Categories

  • Azure
  • Back to Basics
  • Configurations
  • Data Masking
  • DevOps
  • Encryption
  • Idera Ace
  • Important Links
  • Indexes
  • Lone DBA
  • Misc
  • MVP
  • New SQL Version
  • Performance Tuning
  • Posts with Scripts
  • Problems & Solutions
  • Quick and Dirty
  • Security
  • Speaking
  • SQL Family
  • SQLSaturday
  • SSRS
  • Summit
  • Training
  • TSQL Tuesday
  • Uncategorized

Top Posts & Pages

  • Memory Optimized Tables in SQL Server
    Memory Optimized Tables in SQL Server
  • SQL Index Creation Using DROP EXISTING= ON
    SQL Index Creation Using DROP EXISTING= ON
  • Resizing Tempdb (When TEMPDB Wont Shrink)
    Resizing Tempdb (When TEMPDB Wont Shrink)
  • DMV’s for the Beginner
    DMV’s for the Beginner
  • What’s a Key Lookup?
    What’s a Key Lookup?
  • It's All in the Name, Index Naming Conventions
    It's All in the Name, Index Naming Conventions
  • Query Predicates in SQL Server
    Query Predicates in SQL Server
  • Add Azure Cache for Redis to Your Azure SQL Performance Tuning Toolbox
    Add Azure Cache for Redis to Your Azure SQL Performance Tuning Toolbox
  • Scooby Dooing Episode 10: The Case of the Copy-and-Paste Consultant
    Scooby Dooing Episode 10: The Case of the Copy-and-Paste Consultant
  • Understanding Columnstore Indexes in SQL Server Part 2
    Understanding Columnstore Indexes in SQL Server Part 2
Graceful Pro Theme by Optima Themes - 2026 ©
 

Loading Comments...