Hi friends, in this article, we’ll be discussing about certain advanced SQL Server features and techniques, that can help experienced DBAs, to tune the SQL Server data platform even more, in terms of performance, security and scalability.
So, as an experienced SQL Server DBA, you are probably familiar with the fundamentals of SQL Server. There are, however, advanced features and techniques that you can use to improve performance, security, and scalability. We will look at some of these advanced features and techniques in this post.
1. Query Optimization Techniques
One of the most important tasks in the DBA’s daily routine, is query optimization. SQL Server queries can be optimized in a variety of ways. Among the techniques are:
In addition to the above, DBAs can use the query store feature of SQL Server, to monitor query performance and identify queries that require optimization.
Moreover, you should definitely check what’s new in SQL Server 2019 and SQL Server 2022, since in these two versions of SQL Server, there have been added many features under the scope of intelligent query processing.
The In-Memory OLTP feature in SQL Server, allows you to create memory-optimized tables and indexes, as well as, natively compiled stored procedures, which can improve query performance significantly.
The In-Memory OLTP engine in SQL Server, employs a distinct data storage engine optimized for memory-resident data. Among other, DBAs can manage memory usage for In-Memory OLTP workloads using the Resource Governor feature.
We have extensively discussed about In-Memory OLTP in our blog, you can find the relevant articles here.
In addition to the article, you can check our course on Udemy, which can help you to easily get started with In-Memory OLTP in SQL Server.
3. Columnstore Indexes
Another feature that can improve query performance is columnstore indexes.
Columnstore indexes store data in columnar format, allowing for faster retrieval and processing of data. Columnstore indexes can be used by DBAs for large analytical queries that require scanning large amounts of data.
4. Always On Availability Groups
Always On Availability Groups is a high-availability and disaster recovery solution in SQL Server, that provides a collection of synchronized replica databases with the primary database. In the event where the primary database fails, one of the replica databases can take its place.
Always On Availability Groups support up to eight secondary replicas and provide automatic failover.
Example of a SQL Server Always On Availability Groups Architecture
The below diagram illustrates a setup of a 2-node replica with SQL Server Always On Availability Groups.
Are you a SQL Server DBA? Learn more about SQL Server via our course “Essential SQL Server Administration Tips“.
You can learn more about Always On Availability Groups in this article.
5. Transparent Data Encryption
Transparent Data Transparent Data Encryption (TDE) is a SQL Server feature that encrypts data at rest.
When you enable Transparent Data Encryption for a database, the entire database, including backups, transaction logs, and database files, is encrypted by TDE.
TDE does not require any modifications to the application code or database schema, since the decryption process runs in the background when the database is used. TDE is a very important feature in SQL Server, since it can help DBAs meet security standards and regulations.
You can learn more about Transparent Data Encryption in this article.
6. SQL Server Audit
SQL Server Audit is a feature that provides SQL Server auditing for regulatory/compliance, troubleshooting and performance tuning purposes.
SQL Server Audit has the ability to audit events at the server, database, and object levels. SQL Server Audit can be used by DBAs to track user activity and identify security threats.
For example, among other, by setting up SQL Server Audit (known as audit specifications), you can monitor database activity, such as queries, logins, and schema changes.
Another usage of SQL Server Audit, is for detecting potential security breaches. For example, using SQL Server audits, you can detect and investigate potential security breaches, such as unauthorized access attempts or attempts to modify data.
You can learn more about SQL Server Audit on this link.
7. Stretch Database
Stretch Database, is a feature that was originally shipped with SQL Server 2016, and allows you to move warm and cold data from an on-premises SQL Server database to Azure.
Stretch Database enables you to migrate data to the cloud without having to change your application code or database schema, since it is a process that is transparent to the application.
Stretch Database can be characterized as a low-cost way to store historical data that is accessed infrequently.
You can learn more about stretch database at this link.
In our course on Udemy titled “Introduction to Azure SQL Database for Beginners“, we have included as a special topic, a lecture with a live demonstration of how you can enable Stretch Database in SQL Server. Feel free to check it out!
8. JSON Support
JSON support is another great advanced built-in feature in SQL Server.
JSON stands for JavaScript Object Notation and it is widely used for data representation in the data services world.
Using JSON support in SQL Server, can easily format query results as JSON by just using specific keywords, such as the “FOR JSON” keyword.
This enables you to easily create data processes, that integrate SQL Server with different data services, via the JSON format.
You can learn more about built-in JSON support in SQL Server and Azure SQL Database in this article.
9. Advanced Analytics
Data mining, machine learning, and predictive modelling are all made possible by the advanced analytics features offered by SQL Server.
More precisely, with SQL Server Machine Learning Services, you can integrate advanced analytics and machine learning capabilities directly into your database applications, since among other, you can run R and Python scripts, directly from within SQL Server, with the use of a large number of libraries and tools.
Using these capabilities, you can build and train models that can analyze data that can be found in your SQL Server databases, and produce useful predictions for your business.
You can learn more about SQL Server Machine Learning Services in this link.
10. Temporal Tables
SQL Server Temporal Tables is a feature initially introduced in SQL Server 2016.
Temporal tables enable you to track changes to data in a table over time, thus providing you with unique data auditing capabilities.
To this end, used the functionality offered by temporal tables, you can see how data changes over time, and to query the data as it existed at a specific point in time.
In addition to the above, it is also important to note that the period of validity for every row in temporal tables, is managed by the system (i.e. Database Engine) by using two explicitly-defined columns of the DateTime2 datatype.
You can learn more about temporal tables and see a useful example, in this article.
Strengthen your SQL Server Administration Skills – Enroll to our Online Course!
Via the course, you will learn essential hands-on SQL Server Administration tips on SQL Server maintenance, security, performance, integration, error handling and more. Many live demonstrations and downloadable resources included!
(Lifetime Access/ Live Demos / Downloadable Resources and more!)
Artemakis Artemiou is a seasoned Senior Database and AI/Automation Architect with over 20 years of expertise in the IT industry. As a Certified Database, Cloud, and AI professional, he has been recognized as a thought leader, earning the prestigious Microsoft Data Platform MVP title for nine consecutive years (2009-2018). Driven by a passion for simplifying complex topics, Artemakis shares his expertise through articles, online courses, and speaking engagements. He empowers professionals around the globe to excel in Databases, Cloud, AI, Automation, and Software Development. Committed to innovation and education, Artemakis strives to make technology accessible and impactful for everyone.
Views:1,456
We use cookies on our website to give you the most relevant experience by remembering your preferences and repeat visits. By clicking “Accept All”, you consent to the use of ALL the cookies. However, you may visit "Cookie Settings" to provide a controlled consent. Read More
This website uses cookies to improve your experience while you navigate through the website. Out of these, the cookies that are categorized as necessary are stored on your browser as they are essential for the working of basic functionalities of the website. We also use third-party cookies that help us analyze and understand how you use this website. These cookies will be stored in your browser only with your consent. You also have the option to opt-out of these cookies. But opting out of some of these cookies may affect your browsing experience.
Necessary cookies are absolutely essential for the website to function properly. These cookies ensure basic functionalities and security features of the website, anonymously.
Cookie
Duration
Description
cookielawinfo-checkbox-analytics
11 months
This cookie is set by GDPR Cookie Consent plugin. The cookie is used to store the user consent for the cookies in the category "Analytics".
cookielawinfo-checkbox-functional
11 months
The cookie is set by GDPR cookie consent to record the user consent for the cookies in the category "Functional".
cookielawinfo-checkbox-necessary
11 months
This cookie is set by GDPR Cookie Consent plugin. The cookies is used to store the user consent for the cookies in the category "Necessary".
cookielawinfo-checkbox-others
11 months
This cookie is set by GDPR Cookie Consent plugin. The cookie is used to store the user consent for the cookies in the category "Other.
cookielawinfo-checkbox-performance
11 months
This cookie is set by GDPR Cookie Consent plugin. The cookie is used to store the user consent for the cookies in the category "Performance".
viewed_cookie_policy
11 months
The cookie is set by the GDPR Cookie Consent plugin and is used to store whether or not user has consented to the use of cookies. It does not store any personal data.
Functional cookies help to perform certain functionalities like sharing the content of the website on social media platforms, collect feedbacks, and other third-party features.
Performance cookies are used to understand and analyze the key performance indexes of the website which helps in delivering a better user experience for the visitors.
Analytical cookies are used to understand how visitors interact with the website. These cookies help provide information on metrics the number of visitors, bounce rate, traffic source, etc.
Advertisement cookies are used to provide visitors with relevant ads and marketing campaigns. These cookies track visitors across websites and collect information to provide customized ads.
Loading...