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Types of Partitions in SQL Server Analysis Services (SSAS)
In SQL Server Analysis Services (SSAS), partitions are used to divide a large cube or dimension into smaller, more manageable parts. There are several types of partitions that can be used in SSAS:
- MOLAP Partitions: MOLAP (Multidimensional Online Analytical Processing) partitions store data in a pre-aggregated format for faster query performance.
- ROLAP Partitions: ROLAP (Relational Online Analytical Processing) partitions store data in the relational database, allowing for real-time access to the most up-to-date data.
- HOLAP Partitions: HOLAP (Hybrid Online Analytical Processing) partitions combine the benefits of MOLAP and ROLAP by storing detailed data in the relational database and aggregations in a multidimensional format.
- Real-Time Partitions: Real-Time partitions are designed to provide instant access to the most current data, with minimal latency.
- Proactive Caching Partitions: Proactive Caching partitions store pre-aggregated data based on usage patterns, optimizing query performance.
Each type of partition in SSAS has its own advantages and use cases, and choosing the right partition type is crucial for optimizing the performance of your SSAS cube or dimension.
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