data
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Delta Lake Performance Optimization: Real-Time Scenarios
Delta Lake offers various performance optimization techniques, but choosing the right one depends on the workload. Some techniques improve read performance, while others optimize write performance, and in some cases, trade-offs exist between them. To clarify, let’s consider different real-time scenarios that cover the tools and techniques listed. Thoughts and corrections are welcome. Thanks! Scenario Continue reading
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From Rows and Columns to Big Data: The Evolution of Data Processing
Data is no longer confined to neat rows and columns in a database. It’s evolved into a sprawling ecosystem of structured, semi-structured, and unstructured formats. From text files and images to videos, logs, and social media posts, data has become more diverse, massive, and dynamic. This shift has fundamentally changed how we think about processing Continue reading