Tag: olap
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Online Analytical Processing (OLAP)
Online Analytical Processing (OLAP) is a computing approach designed to quickly answer complex queries in a multidimensional dataset, primarily used for data analytics and business intelligence (BI). Unlike Online Transactional Processing (OLTP), which manages routine transactions, OLAP is optimized for analyzing and summarizing large volumes of data. Key Concepts in OLAP Multidimensional Data Models: OLAP…
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Unlocking Data Potential: OLTP vs. OLAP
In the realm of data processing, two distinct systems reign supreme: Online Transaction Processing (OLTP) and Online Analytical Processing (OLAP). While OLTP excels at managing transactional data, OLAP shines in data analysis and decision support. OLTP: The Transactional Powerhouse OLTP systems are designed for day-to-day operations, handling high-volume transactions with ease. Key characteristics include: OLAP:…