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MySQL RDS Slave stop replicating

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I have a master DB running on internal network and an AWS RDS slave replica from the Master DB. When I upload a fresh copy of the master, the slave will replicate for few days with no issues. After a couple of days, the slave status says its correct but records will be missing on the DB. I ran both

show master status 

AND

show slave status

The Master_log_file and Read_Master_log_Pos are matching. One thing to mention we ran a huge dump on the master daily from a legacy system.

What could be the reason for the discrepancy between the two and how to fix it ?

Thanks in Advance.


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