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What's new with BlueXP workload factory for Databases

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Learn what's new with Databases.

1 September 2025

Agentic AI-powered error log analyzer

The Agentic AI-powered error log analyzer is a new feature that leverages advanced machine learning algorithms to automatically detect and analyze errors in log files. This tool aims to streamline the troubleshooting process by providing developers with actionable insights and recommendations based on the patterns it identifies in the logs.

Oracle support

Workload factory includes support for Oracle databases. In the workload factory console, you can view your Oracle databases from the inventory, register databases to use advanced features in workload factory, and analyze Oracle databases for alignment with best practices using the well-architected feature. The well-architected analysis determines whether the storage configurations for Oracle databases are optimized. You can use this information to make informed decisions about your database deployments and ensure they are running efficiently.

Support for Microsoft SQL Server deployments on second-generation FSx for ONTAP file systems

Workload factory supports Microsoft SQL Server deployments on second-generation FSx for ONTAP file systems. This enhancement allows you to leverage the latest features and performance improvements available in the second-generation file systems while managing your SQL Server workloads.

Windows authentication for SQL Server protection

Authenticating Microsoft SQL Server instances with Windows credentials is embedded in the workflow to prepare Microsoft SQL Server hosts for protection with BlueXP backup and recovery. This used to be a prerequisite step to complete manually. Instead, you'll be prompted to share Windows credentials with administrative access if you haven't registered the hosts in workload factory using Windows credentials.

Well-architected analysis includes MTU alignment for SQL Server

The well-architected analysis assesses and fixes Maximum Transmission Unit (MTU) misalignment across endpoints for Microsoft SQL Server on FSx for ONTAP storage. Aligning MTU settings helps to optimize network performance and reduce latency for SQL Server workloads.

12 August 2025

BlueXP backup and recovery now supports Microsoft SQL Server workloads

BlueXP backup and recovery enables you to back up, restore, verify, and clone Microsoft SQL Server databases and availability groups. From the workload factory console, you can access and use BlueXP backup and recovery to protect Microsoft SQL Server workloads.

For details about BlueXP backup and recovery, refer to the Protect Microsoft SQL workloads overview with BlueXP backup and recovery.

04 August 2025

Well-architected analysis includes high-availability cluster validation

The well-architected analysis now includes validation for high-availability clusters. This validation checks all cluster-related configurations from the server side, including disk availability and configuration on both nodes, Windows cluster configuration, and failover readiness. This ensures that the Windows cluster is properly set up and can successfully failover when needed.

Multi-level menu available for instances

The workload factory console now includes a multi-level menu for instances. This change provides a more organized and intuitive navigation structure for managing instances. Menu options for instance management include viewing the instance dashboard, viewing databases, creating a database, and creating a sandbox clone.

A screenshot of the instance table menu with a multi-level menu structure. Select the instance table menu and then manage instance to view databases, create a database, and create a sandbox clone.

New authentication option to explore savings

When the NT Authority\SYSTEM user doesn't have sufficient permissions on the Microsoft SQL Server, you can authenticate with SQL Server credentials or add the missing SQL Server permissions to NT Authority\SYSTEM.

30 June 2025

BlueXP workload factory notification service support

The BlueXP workload factory notification service enables workload factory to send notifications to the BlueXP alerts service or to an Amazon SNS topic. Notifications sent to BlueXP alerts appear in the BlueXP alerts panel. When workload factory publishes notifications to an Amazon SNS topic, subscribers to the topic (such as people or other applications) receive the notifications at the endpoints configured for the topic (such as email or SMS messages).

Workload factory provides the following notifications for Databases:

  • Well-architected report

  • Host deployment

Onboarding enhancement for registering instances

Workload factory for Databases has improved its onboarding process for registering instances running on Amazon FSx for NetApp ONTAP storage. You can now select instances in bulk for registration. Once an instance is registered, you can create and manage database resources within the workload factory console.

Analysis and fix for Microsoft Multipath I/O timeout setting

The well-architected status for your database instances now includes the analysis and the fix for the Microsoft Multipath I/O (MPIO) timeout setting. Setting the MPIO timeout to 60 seconds ensures FSx for ONTAP storage connectivity and stability during failovers. If the MPIO setting isn't set accordingly, workload factory will provide a fix to set the MPIO timeout value to 60 seconds.

Enhancements to graphics in instance inventory

From the instance inventory screen, various resource utilization graphs like throughput and IOPS now display 7 days of data so that you can monitor performance of SQL nodes from the workload factory console more efficiently. The performance metrics gathered from the SQL nodes will be saved in Amazon CloudWatch which can be used for Logs Insights or integrating with other analytic services in your environment.

From the Instances and Databases tabs within the inventory, we've enhanced the description and visualization for protection.

Support for Windows authentication in workload factory

Now workload factory supports SQL Server authentication using Windows authenticated users to register instances and benefit from management features.

03 June 2025

PostgreSQL and Oracle detection

You can now discover the instances that are running PostgreSQL server databases and Oracle database deployments in your AWS account within the workload factory console. Discovered instances will appear in the Databases inventory.

Updated "Optimization" terminology

Previously called "Optimization", workload factory now uses "well-architected issues" and "well-architected status" to describe the analysis of database configurations and "fix" to describe remediation for opportunities to improve database configurations to meet best practice recommendations.

Improved onboarding for instances

Instead of "undetected", "unmanaged", or "managed" term usage for instance management, workload factory now uses "register" for onboarding instances. The new registration process includes authenticating and preparing instances so that you can create, monitor, analyze, and fix resources in your database configurations within the workload factory console. The preparation step in the registration process indicates whether your instances are ready for management.

04 May 2025

Dashboard enhancements

  • Cross-account and cross-region views are available as you navigate between tabs in the BlueXP workload factory console. The new views improve resource management, monitoring, and optimization.

  • From the Potential savings tile in the dashboard, you'll be able to quickly review what you might save by switching to FSx for ONTAP from Amazon Elastic Block Store or Amazon FSx for Windows File Server.

Ad hoc scan available for database configurations

BlueXP workload factory for Databases automatically scans managed Microsoft SQL Server instances with FSx for ONTAP storage for potential configuration issues. Now in addition to the daily scan, you can scan at any time.

Removal of on-premises assessment records

After you've explored savings for a Microsoft SQL server on-premises host, you have the option to remove the on-premises host record from BlueXP workload factory.

Optimization enhancements

Clone cleanup

The clone cleanup assessment and remediation identifies and manages old and costly clones. Clones that are older than 60 days can be refreshed or deleted from the BlueXP workload factory console.

Postpone and dismiss configuration analysis

Some configurations might not apply to your database environments. You now have options to postpone a particular configuration analysis by 30 days or dismiss the analysis.

Updated permissions terminology

The workload factory user interface and documentation now use "read-only" to refer to read permissions and "read/write" to refer to automate permissions.

04 April 2025

Optimization enhancements

New optimization assessments, remediations, and the display of multiple resources are available when optimizing your database environments.

Resiliency assessments

The enhancements include new resiliency assessments to check that data redundancy and disaster recovery capabilities are configured for your database environments.

  • FSx for ONTAP backups: analyzes if FSx for ONTAP file systems serving the SQL Server instance's volumes are configured with scheduled FSx for ONTAP backups.

  • Cross-region replication: assesses if FSx for ONTAP file systems serving Microsoft SQL Server instances are configured with cross-region replication.

Compute remediation

Receive Side Scaling (RSS) remediation configures RSS to distribute network processing across multiple processors and ensure efficient load distribution.

Local snapshot remediation

Local snapshot remediation sets up snapshot policies for volumes for your Microsoft SQL Server instances to keep your database environments resilient in case of data loss.

Support for multiple resource selection

When optimizing database configurations, you'll now be able to select specific resources instead of all resources.

Improved Inventory view

The Inventory tab in the workload factory console has been streamlined so that it contains only SQL servers running on Amazon FSx for NetApp ONTAP. Now you'll find SQL servers on-premises and running on Amazon Elastic Block Store and Amazon FSx for Windows File Server in the Explore savings tab.

Quick create available for PostgreSQL server deployment

You can use this fast deployment option to create a PostgreSQL server with HA configuration and embedded best practices.

03 March 2025

PostgreSQL high-availability configuration

You can now deploy a high-availability (HA) configuration for PostgreSQL server.

Terraform support for PostgreSQL server creation

You can now use Terraform from the Codebox to deploy PostgreSQL.

Resiliency assessment for local snapshot schedule

A new resiliency assessment is available for database workloads. We assess if volumes for your Microsoft SQL Server instances have valid scheduled snapshot policies. Snapshots are point-in time copies of your data and help keep your database environments resilient in case of data loss.

MAXDOP remediation for database workloads

BlueXP workload factory for Databases now supports remediation for the maximum degree of parallelism (MAXDOP) server configuration. When MAXDOP configuration is suboptimal, you can let BlueXP workload factory optimize the configuration for you.

Email savings analysis report

When exploring savings for your Amazon Elastic Block Store and FSx for Windows File Server storage environments when compared with FSx for ONTAP, you can now send the recommendation report via email to yourself, team members, and customers.

03 February 2025

On-premises database environments cost analysis and migration planning

BlueXP workload factory for Databases now detects, analyzes, and help you plan for on-premises database migration to Amazon FSx for NetApp ONTAP. You can use the savings calculator to estimate the cost of running your on-premises database environment in the cloud and review recommendations for migrating your on-premises database environment to the cloud.

New optimization assessments for Databases

The following assessments are now available in BlueXP workload factory for Databases. These assessments are focused on detecting and protecting against potential security vulnerabilities and detecting and alleviating performance bottlenecks.

  • Receive side scaling (RSS) configuration: checks if the RSS configuration is enabled and if the number of queues is set to the recommended value. The assessment also provides recommendations to optimize the RSS configuration.

  • Maximum Degree of Parallelism (MAXDOP) server configuration: The assessment checks if MAXDOP is configured correctly and provides recommendations to optimize performance.

  • Microsoft SQL Server patches: The assessment checks if the latest patches are installed on the SQL Server instances and provides recommendations to install the latest patches.

06 January 2025

Databases Dashboard enhancements

A new design of the Dashboard includes the following graphics and enhancements:

  • Host distribution graph shows the number of Microsoft SQL Server hosts and PostgreSQL hosts

  • Instances distribution details include the total number of detected instances and the number of managed Microsoft SQL Server and PostgreSQL instances

  • Databases distribution details include the total number of databases and the number of managed Microsoft SQL Server and PostgreSQL databases

  • Optimization score and statuses for managed and online instances

  • Optimization details for storage, compute, and application categories

  • Optimization details for Microsoft SQL Server instance configurations like storage sizing, storage layout, ONTAP storage, compute, and applications

  • Potential savings for database workloads running on Amazon Elastic Block Store and FSx for Windows File Server storage environments compared to Amazon FSx for NetApp ONTAP storage

New 'Completed with issues' status in Job monitoring

The job monitoring feature for Databases now provides the new 'Completed with issues' status so that you can learn which sub jobs had issues and what the issues are.

Assessment and optimization for over-provisioned Microsoft SQL Server licenses

The savings calculator now evaluates whether Enterprise edition is required for your Microsoft SQL Server deployment. If a license is over-provisioned, the calculator recommends downgrading. You'll be able to automatically downgrade the license in Databases by optimizing the application.

01 December 2024

Continuous optimization adds compute remediation and assessment

Databases now provides insights and recommendations to help you optimize compute resources for Microsoft SQL Server instances. We measure CPU utilization and leverage the AWS Compute Optimizer service to recommend optimal right-sized instance types and notify you of available operating system patches. Optimizing compute resources can help you make informed decisions about instance types, leading to cost savings and efficient resource utilization.

PostgreSQL support

You can now deploy and manage standalone PostgreSQL server deployments in Databases.

3 November 2024

Continuously optimize your Microsoft SQL Server workloads with Databases

BlueXP workload factory introduces continuous guidance and guardrails to ensure ongoing optimization and adherence to best practices for the storage component of your Microsoft SQL Server workloads on Amazon FSx for NetApp ONTAP. This feature continuously scans your Microsoft SQL Server estate offline, providing you with a comprehensive report of insights, opportunities, and recommendations to help you achieve peak performance, cost-efficiency, and compliance.

Terraform support

You can now use Terraform from the Codebox to deploy Microsoft SQL Server.

29 September 2024

Explore savings for detected Microsoft SQL servers on FSx for Windows File Server

You can now explore savings of detected Microsoft SQL servers on Amazon EC2 with FSx for Windows File Server storage in the savings calculator. Depending on your SQL server and storage requirements, you might find that FSx for ONTAP storage is the most cost effective for your database workloads.

1 September 2024

Explore savings via customization

You can now customize configuration settings for Microsoft SQL server on Amazon EC2 with FSx for Windows File Server and Elastic Block Store storage in the savings calculator. Depending on your storage requirements, you might find that FSx for ONTAP storage is the most cost effective for your database workloads.

You can now navigate to the savings calculator from the workload factory console home page. Select from Elastic Block Store and FSx for Windows File Server to get started.

screenshot of the workload factory console home page. Image shows databases tile with a new explore savings button. Click the button to open a dropdown menu. The dropdown menu has two options - Microsoft SQL Server on EBS and Microsoft SQL Server on FSx for Windows File Server.

4 August 2024

Savings calculator enhancements

  • Cost estimate descriptions

    You can now learn how cost estimates are calculated in the savings calculator. You'll be able to review descriptions of all calculations for your Microsoft SQL Server instances using Amazon Elastic Block Store storage as compared to using Amazon FSx for ONTAP storage.

  • Support for Always On availability group

    Databases now provides cost savings calculations for the Always On availability group deployment type with Microsoft SQL Server using Amazon Elastic Block Store.

  • Optimize SQL server licensing with FSx for ONTAP

    The Databases calculator determines whether the SQL license edition you use with Amazon Elastic Block Store storage is optimized for your database workloads. You'll get a recommendation for the optimal SQL license with FSx for ONTAP storage.

  • Multiple SQL server instances

    Databases now provides cost savings calculations for a configuration hosting multiple Microsoft SQL Server instances using Amazon Elastic Block Store.

  • Customize calculator settings

    Now you can customize settings for Microsoft SQL Server, Amazon EC2, and Elastic Block Store to explore savings manually. The savings calculator will determine the best configuration based on cost.

7 July 2024

Initial release of BlueXP workload factory for Databases

The initial release includes the capability to explore savings with Amazon FSx for NetApp ONTAP as the storage environment for your database workloads, detect, manage, and deploy Microsoft SQL Servers, deploy and clone databases, and monitor these jobs within workload factory.