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. 2020 Sep 29;8:553904. doi: 10.3389/fbioe.2020.553904

TABLE 1.

Feature comparison with some popular data lake systems on the market.

Delta Lake Apache Iceberg Apache Hudi Apache Kudu AWS Data Lake (Dremio) ProtoDLS
Hadoop support
Metadata management
Workload management
Data governance
Streaming
Versioning
Spark SQL
Index
Row-level update
ACID transactions
Standard compliance
Security
S3 support
Explainability