Currently, only MySQL CDC implemented the Incremental Snapshot algorithm which makes users enjoying lock-free, parallel-reading and restoration-at-anytime .
For other CDC Connectors, users still suffer from the single read task and lock issue, we can abstract a common Incremental Snapshot framework to make other Connectors take flight easily.