ETL | ELT | SLT Tools & Services:

ETL Tools:

1.  Apache Nifi: An open-source ETL tool that provides an intuitive user interface for designing data flows.

2.  Talend: An open-source ETL tool that offers a comprehensive set of data integration and transformation features.

3.  Informatica PowerCenter: A widely used ETL tool with robust data integration and transformation capabilities.

4.  Microsoft SQL Server Integration Services (SSIS): Part of the Microsoft SQL Server database software, SSIS provides ETL capabilities.

ELT Tools:

5.  Apache Spark: While often associated with big data processing, Spark also supports ELT processes with its Spark SQL and DataFrame capabilities.

6.  Amazon Redshift: A cloud-based data warehouse service that allows for ELT processes using SQL queries.

7.  Google BigQuery: A fully managed serverless data warehouse that supports ELT with its powerful SQL engine.

SLT Tools & Services:

8.  SAP Landscape Transformation (SLT): Specifically designed for SAP environments, SLT allows real-time data replication from SAP systems to other databases.

9.  SAP Data Services: Another SAP tool that supports data integration, transformation, and migration, including SLT capabilities.

10.  Oracle Goldengate: A real-time data integration and replication tool that supports bidirectional data movement.

General Data Integration Platforms:

11. Apache Kafka: Often used for real-time data streaming, Kafka can be part of ETL or ELT architectures for data movement.

12.Microsoft Azure Data Factory: A cloud-based data integration service that supports ETL and ELT processes.

13AWS Glue: A fully managed ETL service on Amazon Web Services, supporting both ETL and ELT workflows.

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