Sql-Server

Category: sql-server

Azure SQL Managed Instance General Purpose Architecture and Performance/Cost Tradeoffs

Azure SQL Managed Instance General Purpose Architecture and Performance/Cost Tradeoffs

🔥 UPDATE: Microsoft has announced the general availability of the Next-gen General Purpose service tier for Azure SQL Managed Instance, which includes improvements to I/O latency, IOPS, and transaction log throughput. This post describes the original General Purpose blob storage. You don't want that.

Whether or not you use Azure SQL Managed Instance, you will likely be asked for an opinion on it eventually if you’re a SQL Server person.

While the architecture is documented, it can be a bit of a long read and some of the gotchas are spread out over different pages – so I’m drawing up the architecture of each service tier along with notable implications for the design on performance and cost. Here’s the scoop on General Purpose.

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Getting Around Error 40510 to Configure Resource Governor in Azure SQL Managed Instance

Getting Around Error 40510 to Configure Resource Governor in Azure SQL Managed Instance

One feature I’ve not appreciated enough in the past in SQL Server is Resource Governor.

Resource Governor allows you to fix problems with Memory Grants in a simple way, as Erik Darling recommends. It also lets you classify sessions into groups and limit the maximum number of simultaneous requests, and /or limit the degree of parallelism if you need more CPU for other workloads. While this will slow down the queries you classify into that group, this can be super useful, especially if you’re already using something like Snapshot isolation to prevent blocking or you are using a read-only replica.

In Azure SQL Managed Instance, you get to use Resource Governor, even in the General Purpose tier. This is awesome.

Just make sure you execute commands in the context of the master database, or you’ll get error 40510: Statement 'ALTER RESOURCE GOVERNOR' is not supported in this version of SQL Server.

It is supported! Just USE master; before running your commands.

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How Many Features Are Missing from Azure SQL Managed Instance?

How Many Features Are Missing from Azure SQL Managed Instance?

🔥 UPDATE (November 2025): Since this post was written, most Intelligent Query Processing features are now available.
  • According to Microsoft documentation, most Intelligent Query Processing features are now available in Azure SQL Managed Instance, including Cardinality Estimation Feedback, Memory Grant Feedback (percentile), and Parameter Sensitivity Plan Optimization. Some features require specific database compatibility levels.
  • Storage increases: Business Critical service tier now supports up to 16 TB of storage (increased from 4 TB), and the new Next-gen General Purpose service tier supports up to 32 TB. See resource limits documentation for details.
  • Next-gen General Purpose (GPV2) improvements: The new Next-gen General Purpose service tier eliminates the need to configure abnormally large file sizes to get IOPS and throughput. This limitation only applied to the original General Purpose (GPV1) tier, where file sizes determined IOPS and throughput allocation.
Still missing: The following features remain unavailable in Azure SQL Managed Instance as of November 2025, along with most of the features in the post not listed above.

Spoiler: a large amount of features from SQL Server 2022 are missing from Azure SQL Managed Instance. Some major features are missing that were introduced in SQL Server 2019– and here we are just a few weeks away from 2024.

But Microsoft’s top-line marketing claims about Azure SQL Managed Instance remain that ‘it’s always up to date with the latest SQL features and functionality.’

Let’s dig into some of the documented highlights on missing features, so you can decide for yourself what to think of that statement.

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Lost Updates Under Read Committed Snapshot Isolation (RCSI)

Lost Updates Under Read Committed Snapshot Isolation (RCSI)

I shared an image on social media this week that describes how I feel about isolation levels in SQL Server (and its various flavors): the more concurrent sessions you have in a database reading and writing data at the same time, the more attractive it is to use version-based optimistic locking for scalability reasons.

There are two isolation levels in SQL Server that use optimistic locking for disk-based tables:

  1. Read Committed Snapshot Isolation (RCSI), which changes the implementation of the default Read Committed Isolation level and enables statement-based consistency.
  2. Snapshot Isolation, which provides high consistency for transactions (which often contain multiple statements). Snapshot Isolation also provides support for identifying update conflicts.

Many folks get pretty nervous about RCSI when they learn that certain timing effects can happen with data modifications that don’t happen under Read Committed. The irony is that RCSI does solve many OTHER timing risks in Read Committed, and overall is more consistent, so sticking with the pessimistic implementation of Read Committed is not a great solution, either.

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PAGELATCH, PAGEIOLATCH, and LATCH Waits in SQL Server

PAGELATCH, PAGEIOLATCH, and LATCH Waits in SQL Server

I’ve long found it tricky to remember and explain the differences between three similar-sounding waits in SQL Server that all have “LATCH” in the name: PAGELATCH, LATCH, and PAGEIOLATCH waits.

Here’s an illustration that explains these waits, along with wait subtypes.

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Jer and Kendar Explore Optimized Locking

Jer and Kendar Explore Optimized Locking

🔥 UPDATE (November 2025): Microsoft has introduced optimized locking v2 with significant improvements. The new version includes Skip Index Locks (SIL) and Query Plan LAQ Feedback Persistence, which further reduce lock overhead. The improvements are most pronounced for nonclustered indexes. Optimized locking v2 is available in SQL Server 2025 and Azure SQL.

SQL Server has a new feature that’s currently only available in Azure SQL Database: Optimized Locking.

Jeremiah Peschka joins Kendra (aka Kendar) to talk through the docs and nerd out on locks, blocks, and how to pronounce the acronym “LAQ”.

Prefer to explore optimized locking with a diagram? I’ve also got a little sketchnote for ya.

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Msg 195: STRING_SPLIT Is Not a Recognized Built-In Function Name

Msg 195: STRING_SPLIT Is Not a Recognized Built-In Function Name

Yesterday, I was writing some Transact SQL to dust off the cobwebs. I got confused when I was playing around with the STRING_SPLIT function, and kept getting the error:

Msg 195, Level 15, State 10, Line 2
'STRING_SPLIT' is not a recognized built-in function name.

I checked my database compatibility level, which must be 130 or higher for the function to be available. My database compatibility level was 160, so that was fine.

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