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The process of extracting data from source systems, transforming it into a standard format, and loading it into a target database or data warehouse. Being replaced by ELT and real-time streaming approaches.
A pattern for tracking and capturing changes (inserts, updates, deletes) in a source database and delivering them to downstream systems in near real-time. Enables streaming data integration.
Cloud-based platform for building and managing integrations between applications. Examples: Boomi, MuleSoft, Workato. Provides pre-built connectors, data mapping, and workflow orchestration.