Memory Quota Violation?

Hi, I'm using Azure ML Studio to use a web service on my data, but I keep recieving this error:

DataSource.Error: ADO.NET: R script error.
Error: AzureML returns error code:
HTTP status code : 413
AzureML error code  : MemoryQuotaViolation

The model had exceeded the memory quota assigned to it.
The model consumed more memory than was appropriated for it. Maximum allowed memory for the model is 2560 MB. Please check your model for issues.
Execution halted

Details:
    DataSourceKind=R
    DataSourcePath=R
    Message=R script error.
Error: AzureML returns error code:
HTTP status code : 413
AzureML error code  : MemoryQuotaViolation

The model had exceeded the memory quota assigned to it.
The model consumed more memory than was appropriated for it. Maximum allowed memory for the model is 2560 MB. Please check your model for issues.
Execution halted

    ErrorCode=-2147467259
    ExceptionType=Microsoft.PowerBI.Scripting.R.Exceptions.RScriptRuntimeException

I have over 500,000 rows of data. I haven't been able to find a solution for this online. Any ideas?

Thanks!