| Approach | Main Strength | Key Limitation | |----------|---------------|----------------| | (Microsoft, 2005‑present) | Mature GUI, broad connector library | Static schemas; no built‑in encryption policies | | Apache NiFi (Apache, 2015‑) | Flow‑based, fine‑grained security | Higher operational complexity; no native SSIS compatibility | | Kafka Connect (Confluent, 2016‑) | Real‑time streaming connectors | Limited transformation capabilities; external to SSIS | | Azure Data Factory (ADF) Mapping Data Flows (Microsoft, 2018‑) | Cloud‑native, serverless scaling | Costly at high volume; schema evolution not automatic | | Secure ETL Frameworks (e.g., SecurETL, 2020) | Column‑level encryption | Often proprietary; lacking integration with SSIS runtime |
– a runtime‑aware, self‑adjusting pruning engine that reads the source partition metadata, aligns it with the pipeline filter, and rewrites the source command on the fly. SSIS-776
– From Mystery Bug to Performance Mastery | Approach | Main Strength | Key Limitation