Which environment is suited for exploring summarized datasets from multiple perspectives with minimal effect on current updates? Select the BEST option.
A file structure that reads all source content in a sequential format
A design specialized for handling large volumes of daily transactions
A system that consolidates data centrally to support complex queries on aggregated information
A repository that collects incoming logs from multiple feeds for constant ingestion
A system that consolidates historical records in one place supports advanced queries on aggregated information. This is a common characteristic of OLAP (Online Analytical Processing). Other choices focus on immediate updates, real-time ingestion, or direct file scanning, which are less effective for multi-dimensional analysis of summarized data.
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What is OLAP, and how does it relate to analyzing summarized datasets?
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How does OLAP differ from OLTP, and why is OLAP better for exploring summarized datasets?
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What are the key advantages of using a central system for summarized data analysis?