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Estimating vector Column Storage Before Loading Embeddings

January 7, 2020
Pinal Dave
SQL Tips and Tricks
AI, SQL Data Storage, SQL Datatype, SQL Server

Estimate vector column storage from dimensions, measure DATALENGTH and table allocation, and separate payload bytes from page overhead.

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A toast rack on a breakfast table, some slots holding toast and some empty, beside a small jar of marmalade.

How Much Space Does a NULL Take? NULL Storage in Rows

December 23, 2019
Pinal Dave
SQL Tips and Tricks
Compression, SPARSE Columns, SQL Data Storage, SQL NULL, SQL Server

Measure NULL storage in ordinary rows, compare fixed and variable columns, inspect record size, and test sparse and compressed designs.

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Growth Size

SQL SERVER – Find the Growth Size for All files in All Databases – Part 2

November 14, 2019
Pinal Dave
SQL Performance
SQL Data Storage, SQL Scripts, SQL Server

A few years ago, I had written a blog post Find the Growth Size for All files in All Databases. Today, we will post a small correction to it.

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Two pantry shelves, small tins boxed wastefully on one and packed snugly on the other.

UTF-8 Collations in SQL Server 2019: When They Save Space

November 4, 2019
Pinal Dave
SQL Tips and Tricks
SQL Collation, SQL Data Storage, SQL Server, SQL Server 2019, Unicode

Compare UTF-8 collations with NVARCHAR storage for English, European, and Asian text before converting indexes or clients.

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slow query

SQL SERVER – 5 Important Steps When Query Runs Slow Occasionally

September 7, 2019
Pinal Dave
SQL Performance
Maintenance Plan, SQL Data Storage, SQL Scripts, SQL Server, SQL Server Configuration, SQL Server Management Studio, SQL Stored Procedure, SQL TempDB, SQL Wait Stats

This was a very interesting situation and at the end of we had found the culprit for the slow query and resolved it. Today we will discuss the experience.

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suspended

SQL SERVER – SUSPENDED Sessions Waiting on PAGELATCH_UP and PAGELATCH_SH – Solution

June 26, 2019
Pinal Dave
SQL Performance
SQL Data Storage, SQL Memory, SQL Server, SQL TempDB, SQL Wait Stats

Their server got tremendously slow with many sessions suspending in the status of SUSPENDED status and they were waiting on PAGELATCH_UP and PAGELATCH_SH.

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TempDB

SQL SERVER – 5 Performance Optimizations Must Do for TempDB

June 19, 2019
Pinal Dave
SQL Performance
SQL Data Storage, SQL Scripts, SQL Server, SQL TempDB

Great hardware, bad performance, and TempDB was the culprit. Here are 5 performance optimizations must do for TempDB, starting with pre-sizing it.

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