SQL Server 2017 (compatibility 140) brought us many Intelligent Query Processing (IQP), formally known as Adaptive Query Processing, features that improve performance on workloads straight out of the box with no code changes to implement. One of those features introduced was Adaptive Joins. In this feature the join operator is dynamically determined at runtime by the optimizer, which defines a threshold number of rows and then chooses between a Nested Loop or Hash Match join operator. This operator switch can produce a better join and improve performance of your queries without you having to lift a finger. Not all queries will qualify for this new feature. The feature only applies…
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Sometimes as a DBA, I am lazy and want the ability to execute all of my tasks in one place. Lucky for me I discovered the other day that I can change my Azure SQL Database Service Level Object options within SQL Server Management Studio (SSMS) without ever having to go to the Azure Portal. By right clicking on your database properties and choosing the Configure SQL page you can change your Subscription and Azure Location. Even more and what is really cool is I can also scale up and down my Edition (which is generally referred to as Service Tier outside of SSMS), Size and Storage Tiers as well.…
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Index Maintenance is an important aspect of database health. Above and beyond regular index rebuilds and reorganizations it is important to understand the usage of the indexes on your database. Cleaning up unused indexes can save a lot of overhead on Insert/Update/Delete operations. To achieve that goal, I typically run a script like the one shown below and check out whether or not an index has had any seeks or scans against it as a starting point in my cleanup regiment. SELECT d.name, OBJECT_NAME(i.[object_id]) AS [ObjectName], i.[name] AS [IndexName], s.user_seeks, s.user_scans FROM sys.indexes AS i LEFT OUTER JOIN sys.dm_db_index_usage_stats AS s ON i.[object_id] =…
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What is Azure SQL Database Serverless? When I hear the term serverless my mind gets confused. How can a database exist without a server? Azure is a cloud platform, is my database just floating in the air? No, I am not really thinking that, but still the word serverless can be hard to understand. So, let’s walk through what it is. Serverless is a term commonly used for function as a service patterns like Amazon Lambda, or Azure Functions, where you have a piece of code that is called and executed without you deploying any infrastructure. Azure Logic Apps are another version of this—a program that exists to do a…
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Every day, more IT organizations decide to move their SQL Server databases to Azure. In fact, over a million on-premises SQL Server databases have been moved to Azure. There’s an interesting blog about how Microsoft is faster and cheaper than its competitors that’s worth a read. To assist with your move to Azure Microsoft offers a number of migration tools and services to make this move as smooth as possible which I think attributes to their success. Two of those options are below with some informational links. If you’re migrating a number of large SQL Server instances, Azure Database Migration Service is the best way to migrate databases to Azure…
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Keys and secrets (AKA passwords) are an essential part of data protection management not only on-premises, but within the cloud as well. One of the many advantages of cloud is the ability to have a secure, persisted key store. If you have used a password manager like Keepass or 1Password, you can consider Azure Key Vault to be an enterprise level password manager, but also a lot more. One of the functions that Azure Key Vault supports is for you to keep small secrets such as passwords, tokens, connection strings, API keys as well as encryption keys and certificates in a safe tightly controlled secure location in the cloud. It…
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Azure offers a lot of value-added services included with the price of what you pay . One of the things really, I like is Azure Advisor. this service provides information about your entire Azure landscape. It gives you a complete overview of your system needs including possible ways to save money. High Availability shows you ways to improve the continuity of your business-critical applications. Security detects threats and vulnerabilities that might lead to security breaches. Performance shows you ways to speed up your applications. Cost give you ways to reduce your overall Azure spreading. As you can see from the above screenshot, we have several recommendations on how we can…
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Data exploration and documentation can be cumbersome, classifying data can be one of those tedious but necessary things. With the introduction of such things as GDPR there is an ever greater need to classify and label your sensitive data. Microsoft attempts to help us out with this in the new SQL Data Discovery and Classification feature in SQL Server Management Studio (SSMS). This a new feature is available in Azure SQL Database and SSMS 17.5 and higher. It can be used against databases in SQL Server 2008, compatibly mode 100, and greater. This feature will scan through your database tables and identifies columns that contain possible sensitive data. It then…
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Microsoft has long given us DBA tools and suggestions to help tune databases, to fix queries with indexes, and many times they were of questionable merit. We have all seen the dreaded dta_index names in a database and rolled our eyes knowing that sometimes these indexes are not what is needed. While the Database Tuning Advisor, has gotten better over time it is still not a tool more senior DBAs use. Microsoft made big steps in helping DBAs with performance with the introduction of Query Store in both Azure SQL Database and SQL Server 2016. Query Store collects execution and run-time performance information. Microsoft has taken an additional leap with…
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Microsoft gives you two purchasing models for your Azure SQL Databases (SQL DB), a DTU and a vCore based model (logical CPU’s). Both options allow you to scale up or down based on your compute and storage requirements. Regardless of which model you choose performance tuning can save you money using SQL DB. DTU (s) (Database Transaction Units) measure “a blended measure of CPU, memory, and data I/O and transaction log I/O” that Microsoft uses to help estimate which DTU based Service Tier you should be using. By reducing your I/O, memory or CPU consumption you utilize less DTUs or cores and thus can step down service tiers. Stepping down service…
