From what I researched, the preferred architecture for microservices is polyglot persistence pattern. (http://martinfowler.com/bliki/PolyglotPersistence.html ). You could further read about this on following pages:
As per the best practices, each micro-service should have one database private to it. There are different ways to achieve the above objective. Some of them are listed below:
Following diagram represents one datastore per microservice. (courtesy: MartinFowler page on MSA)
Following is another page representing MSA best practices from NetFlix. It highlights creating separate datastore for each microservice.
https://www.nginx.com/blog/microservices-at-netflix-architectural-best-practices/
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