Yifan Cai created CASSANDRA-20935:
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             Summary: dd sampling strategies and reservoir for ZSTD dictionary 
training
                 Key: CASSANDRA-20935
                 URL: https://issues.apache.org/jira/browse/CASSANDRA-20935
             Project: Apache Cassandra
          Issue Type: New Feature
            Reporter: Yifan Cai
            Assignee: Yifan Cai


Introduce support for sampling strategies in ZSTD dictionary auto-training and 
persist sampled data in a reservoir for reuse.

- Support: random sampling and exponential decay reservoir sampling.
- Maintain a reservoir of sampled data for consistent and representative 
training.
- Ensure integration between sampling and reservoir storage is seamless.



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