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- Mainframe data: VSAM, IMS, COBOL copybooks, mainframe fixed and sequential files
- RDBMS: Oracle, SQL Server, Db2 for z/OS, Db2 for i, Db2 for LUW, MySQL, Sybase, PostgreSQL
- Semi-structured data: JSON, XML
- Enterprise data warehouses: Teradata, IBM Netezza, Vertica, Greenplum
- Cloud platforms: Amazon AWS, Microsoft Azure, Google Cloud Platform
- Cloud analytics: Azure Synapse Analytics, Cloudera, Databricks, Snowflake
- Big data: Hadoop, Hive, Impala, Apache Avro, Apache Parquet, Apache Spark
- Streaming platforms: Apache Kafka
- Flat files: Fixed length, variable length, delimited.