If each index partition contains only one index replica on different servers, and these servers down, the whole search service application will be affected.
Normally, to achieve fault tolerance for the SharePoint Server search index, we add additional index replicas for each index partition and distribute the index replicas over multiple servers.
More information for your reference:
https://learn.microsoft.com/en-us/sharepoint/search/manage-the-index-component
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