
Iceberg vs Delta Lake: Differences & When to Choose
Iceberg vs Delta Lake compared on performance, engine and catalog support, enterprise features and cost, with advice for batch analytics and ML pipelines.
Explainers and opinions on Apache Iceberg, CDC and the lakehouse.

Iceberg vs Delta Lake compared on performance, engine and catalog support, enterprise features and cost, with advice for batch analytics and ML pipelines.

How Apache Iceberg partitioning works: PartitionSpec, query pruning, manifest explosion, and the fanout, clustered and partitioned writer strategies.

Hive partitions by folder layout, Iceberg tracks partitions in metadata. Compare performance, management and scalability, with a Docker walkthrough.

MySQL binlogs record every data change. Learn the statement, row and mixed formats, how replication and point-in-time recovery use them, and key pitfalls.

Compare Data Lakes and Delta Lake on data structure, ACID support, performance, governance, and use cases for effective big data management.

JSON is text, BSON and JSONB are binary. Compare storage size, query speed, indexing and data types, and see when to use each in MongoDB or PostgreSQL.