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Practical Look Into Semantic Layer And Tabular Databases

Practical Look Into Semantic Layer And Tabular Databases

Practical Look Into Semantic Layer And Tabular Databases

What is a Tabular Database?

A tabular database, essentially, organizes data in rows and columns, much like a spreadsheet, but with far greater power. It’s designed for speedy querying and efficient data handling, making it perfect for intensive data management needs.

Roles and Functions in BI4Dynamics

Tabular Database: Serves as the semantic layer for user connections.

  • Handles roles, permissions, DAX calculations, translations, and hierarchies.
  • An in-memory database for fast query responses.

Implementation Options

There are three main ways to host your tabular model. Each option has its perks. Local hosting leverages existing infrastructure, Azure provides cloud scalability, and Power BI Premium adds advanced features beyond just hosting.

Semantic Layer BENEFITS HANDICAP
Local Hosting Uses existing hardware and software
Company policy
Unlimited users
Need to manage
Not scalable
Microsoft Azure
(from 0.43 USD per hour)
Scalable
Managed by Microsoft
Unlimited users
Just a tabular database
Power BI Premium
(20 USD per user monthly)
Scalable
Price per users (smb)
Managed by Microsoft
More features
Price per users (Suitable for 50-100 users)
BI4Dynamics Architecture (with Power BI Datamar used for external sources)

Decision Factors

  • The choice depends on organizational needs and resources.
  • Implementation process and permission setup are consistent across options.

Each option offers unique benefits and limitations regarding scalability, management, and cost efficiency, tailored to different organizational sizes and requirements. The decision should be based on a balance of these factors, aligning with the company’s long-term data strategy and infrastructure capabilities.