Joshua is a data modeler at Adventure Works who is developing a model for a large data warehouse. The model must enforce RLS, and the Power BI reports that connect to the model should deliver the fastest possible performance. What should Joshua do? Apply rules to dimension tables.Apply rules to hierarchies.Apply rules to fact tables.
Question
Joshua is a data modeler at Adventure Works who is developing a model for a large data warehouse. The model must enforce RLS, and the Power BI reports that connect to the model should deliver the fastest possible performance. What should Joshua do? Apply rules to dimension tables.Apply rules to hierarchies.Apply rules to fact tables.
Solution
Joshua should apply rules to the fact tables.
Here's why:
-
Fact tables in a data warehouse typically contain the quantitative information (like sales amount, quantity sold etc.) and foreign keys to dimension tables.
-
Row-level security (RLS) is about restricting data access at the row level. For example, a sales manager for a particular region should only see sales data for their region and not for others. This kind of restriction is typically based on the data in the fact tables.
-
Applying RLS to fact tables ensures that only the relevant rows (data) are fetched from the database, which can significantly improve the performance of Power BI reports.
-
While dimension tables contain descriptive information (like product name, customer name etc.), applying RLS to dimension tables might not be as effective because they don't usually contain the data that needs to be secured.
-
Hierarchies are a way of organizing data in dimension tables. Applying RLS to hierarchies might not be necessary or effective for the same reasons as dimension tables.
So, to enforce RLS and deliver the fastest possible performance in Power BI reports, Joshua should apply rules to fact tables.
Similar Questions
1. Geoffrey is a data modeler at Adventure Works who developed a DirectQuery model that connects to the data warehouse. To improve the query performance of higher-grain sales queries, Geoffrey added an import aggregation table. What else should Geoffrey do to improve query performance of the higher-grain queries? Set related dimension tables as aggregation tables.Set related dimension tables to dual storage mode.Set related dimension tables to import storage mode.
Data warehouse
When modeling data in Power BI, which process can help the data analyst, but should not be relied upon until it's proven trustworthy?Select an answer:Use the Auto Redirect Relationships feature.Assume all relationships are active.Use the Auto Detect Relationships feature.Assume referential integrity for all join types.
the specialist who is responsible to model cubes and deploy them on the dedicated servera.data analystsb.data engineersc.query managerd.top executive
his is a broad category of applications and technologies for gathering, storing, analyzing, and providing access to data to help enterprise users make better business decisions.Question 21Answera.Business intelligenceb.Business information warehousec.Business warehoused.Data mart
Upgrade your grade with Knowee
Get personalized homework help. Review tough concepts in more detail, or go deeper into your topic by exploring other relevant questions.