We’ve a big existing project with thousands of users each day. We use MySQL but now we are planning to use MongoDB (and GridFS) now.
Can MongoDB and GridFS be used for larger projects ?
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MongoDB and GridFS can most definitely be used for large projects. There are several examples of that working successfully, such as with foursquare (see http://www.mongodb.org/display/DOCS/Production+Deployments#ProductionDeployments-SocialNetworks).
Moving from a relational database to MongoDB is however not really straight forward. MongoDB comes with a new mind set on modeling data, and how you insert, update, and query data is hugely important for its performance characteristics.