CODEWITHSUNDEEP
mongodb
SomeUser
SomeUser

Reputation: 2041

Can MongoDB work when size of database larger then RAM?

or when index larger then RAM?

Upvotes: 6

Views: 3692

Answers (2)

techpaisa
techpaisa

Reputation: 179

Nicely explained here: http://blog.boxedice.com/2010/12/13/mongodb-monitoring-keep-in-it-ram/

Upvotes: 1

AdaTheDev
AdaTheDev

Reputation: 147344

Yes it can work. To what level it will perform is more of an "It Depends"

The key thing is to ensure your working set can fit in RAM. So if you have 16GB of RAM and 20GB database (inc. indexes) for example, if you need to only access half of all the data as the other half is older/never actually queried then you'll be fine as only half of your database needs to be in RAM (10GB).

Working set is key here. For example, if you have a logging application outputting to MongoDB, it may be that your working set is the amount of data (and indexes) from the past 3 months and that all data before that you don't access.

When your working set exceeds the amount of RAM, then it will carry on working but with noticeably degraded performance as things will then be constantly having to go to disk which is far less performant. If you're in this situation of exceeding RAM constraints on a machine, then this is where sharding comes into play - so you can balance the data out over a number of machines therefore increasing the amount of data that can be kept in RAM.

Upvotes: 10

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