How to reduce the number of api calls to MongoDB by doing bulk read?

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I've an application where I've to fetch account information from the MongoDB by accountId . But the problem is each api call takes around 0.8 sec on average so processing 70000 accounts would take around more than half a day. If I have all the accountIDs in my application already how can I reduce the round trips to database ? I've already made the application multithreaded, its still not enough.

AccountId is the only identifying information. Any hack using AWS for DocuemntDB store would also work.

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