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How to fix "There is insufficient system memory in resource pool 'internal' to run this query." issue?

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Server Setup
Windows Server 2008 R2 x64.
Installed Memory: 5GB
Server also runs three sites on IIS.

SQL Server 2012 Standard x64 (updated to CU5)
Minimum Memory Setting (in SQL Server): 0MB
Maximum Memory Setting (in SQL Server): 1024MB
5 databases with a combined size of ~120mb total.

This issue has been on-going since early January when I started using SQL Server. The initial max memory setting was the default, which I reduced to 2GB. I've tried increasing maximum memory up to 3GB and now I've reduced it to 1GB within the last week and it still happens. I've tried running traces to see if a particular query causes the issue. I've tried updating to CU5. I've tried setting the Lock Pages In Memory setting for the account. I've tried disabling CLR (which was already disabled).

I'm literally at my wit's end trying to fix this memory issue. It happens about every 3-4 days and fixes itself when I restart the instance. I have yet to be able to figure out what is causing this error and how to fix it. SQL Server holds all of my product information for my website. Everything works fine until these errors are thrown, then it seems like new queries won't run.

Any ideas? Shouldn't SQL Server automatically reset itself when it's out of memory? It seems counter-productive to know there's an issue and just keep logging errors without doing anything about it.

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