R Server very slow with mice

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I have a problem with the R server. I have a dataset with 25000 rows and I want to impute the missing values. When I test this on my local computer (Windows 7, R version 3.4) there is no problem. It takes a few minutes to run the code:

mice(data = result, m=2, method = "rf")

When I run the same code with the same dataset on a different server it takes hours. I tested it on the following servers:

  • Suse Linux Enterprise server 11 SP4 with R version 3.2.3
  • Suse Linux Enterprise server 11 SP4 with R version 3.4
  • Windows Server 2012 R version 3.2.3

I need to run the code on one of these server, because originally I want to use the code from the SAP HANA.

Is there a specific configuration for my need?

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