Tag: batch processing
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Data Ingestion Architecture
Data ingestion is the process of acquiring, importing, and processing data from various sources into a data storage or processing system. In modern enterprises, data ingestion architecture plays a pivotal role in managing the flow of large volumes of data from disparate sources into systems like data warehouses, data lakes, or analytics platforms. The architecture…
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Batch Processing
Batch processing is a computational paradigm used to handle large volumes of data or tasks in batches, executing them sequentially or in parallel without user intervention. This approach is particularly beneficial in environments requiring consistent, efficient, and automated processing of repetitive tasks, such as payroll systems, ETL workflows, or log analysis in distributed architectures. —…
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Data Pipeline
A data pipeline is a series of processes and tools that move data from one or more sources to a destination, where it can be analyzed, processed, and visualized. Data pipelines are essential in modern data-driven organizations, enabling the integration, transformation, and movement of data across various systems. This guide provides a step-by-step approach to…