Big Data and DBMS
Traditional DBMS concepts inform big data systems, but big data requires distributed storage and specialized processing frameworks.
Big Data Stack
- Distributed file systems (HDFS)
- Batch processing (MapReduce, Spark)
- Distributed databases and data lakes
DBMS vs Big Data Systems
- Relational DBMS excel at transactional workloads.
- Big data frameworks handle massive scale, complex analytics, and semi-structured data.
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