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Answer: Balance scalability and performance considerations during the design phase, including strategies for data partitioning and indexing.
Designing a large format dataset requires a balance between scalability and performance. This includes strategic data partitioning, indexing, and possibly using advanced storage techniques to ensure the dataset performs well under load.
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Describe the considerations and steps involved in designing and building a large format dataset for a semantic model. Discuss how you would ensure the dataset is scalable and performs well under heavy query loads.
A
Design the dataset without considering scalability.
B
Focus only on performance without considering the dataset size.
C
Balance scalability and performance considerations during the design phase, including strategies for data partitioning and indexing.
D
Ignore performance to prioritize dataset size.
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