@Nimma05
OOTB, if a published page is being deleted, it will trigger deactivation request. TO avoid system from getting overwhelmed, please try following:
Perform operations in batches.Deactivate first, assure the Replicate queues clear, then delete
This is important in the scenario where queues ...