Power BI Embedded Generation 2
Power BI Embedded recently released a new version of Power BI Embedded, Power BI Embedded Generation 2, referred to as Embedded Gen2 for convenience. You can still create the original version of the Power BI Embedded resource, called Embedded Gen 1, or create a new Embedded Gen 2 resource. You can run both types of Power BI Embedded capacities in parallel, and assign any workspace to either a Gen1 or a Gen2 capacity”.
All of the Power BI Embedded Gen 1 capabilities such as pausing and resuming the capacity, are preserved in Gen 2. In addition, the Gen 2 capacity resource provides the following updates and improved experience:
Enhanced performance - Better performance on any capacity size, anytime. Operations will always perform at top speed and won't slow down when the load on the capacity approaches the capacity limits.
Greater scale - Including the following enhancements:
No limits on refresh concurrency - You no longer need to track schedules for datasets being refreshed on your capacity
Fewer memory restrictions
Complete separation between report interaction and scheduled refreshes
Lower entry level for paginated reports and AI workloads – Start with an A1 SKU and grow as you need.
Scaling a resource instantly - Instantly scale your Power BI Embedded resource. From scaling a Gen1 resource in minutes, to scaling a Gen2 resource in seconds.
Scaling without downtime - With Embedded Gen2 you can scale your Power BI Embedded resource without experiencing any downtime.
Improved metrics - Including clear and normalized capacity utilization data, depending only on the complexity of the analysis operations the capacity performs. Metrics are not impacted by other factors such as the size of the capacity, and the level of load on the system while performing analytics. When using the improved metrics, the built-in reporting tool allows you to clearly see:
The need to upgrade your capacity
You can get usage metrics for Embedded Gen2 capacities by using the Premium Gen 2 Capacity Utilization Metrics app.
Using Embedded Gen2
Create an Embedded Gen2 capacity resource to take advantage of its updates. To create an Embedded Gen2 capacity resource, follow the instructions in Create Power BI Embedded capacity in the Azure portal.
Understanding Embedded Gen2
Autoscaling in Embedded Gen2
Embedded Gen2 does not provide an out-of-the-box vertical autoscale feature. Instead, customers can configure autoscale using these options:
Power BI Embedded Gen2 capacity metrics such as CPU, CPU Per Workload, and Overload.
Considerations and limitations
Memory allocation settings for specific workloads don't apply to Embedded Gen2 capacities. For more information, see Embedded Gen 2 memory enhancements
If you're using XMLA with Embedded Gen2, make sure you're using the most recent versions of the data modeling and management tools.
Analysis services features in Embedded Gen2 are only supported on the latest client libraries. For more information see Considerations and limitations.
For a list of Embedded Gen2 memory restrictions, see Memory allocation.
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