If SOLR Cloud is used for xConnect search and all replicas of the same SOLR shard go down one by one, EXM Recipient Activity and Value and Engagement reports might become empty after restarting the nodes.
To address the issue, rebuild xDB index as described here: Rebuild the xDB index in Solr.