A model built in SAS Model Studio has been registered in SAS Model Manager. A data engineer wants to generate batch scores for 10 million new records overnight. Which SAS component is most appropriate for orchestrating this batch scoring job at scale?
Select an answer to reveal the explanation.
Short Explanation
Here's the deal — you want SAS Model Manager to run the registered score code as a batch scoring job in CAS, because CAS distributes the work across nodes and can chew through 10 million records overnight. Enterprise Guide can schedule tasks, but it isn't the model deployment scoring engine at scale.
Full Explanation
SAS Model Manager score job executed in CAS using the registered score code is correct because SAS Model Manager can execute registered score code as a batch scoring job, leveraging CAS distributed processing to handle tens of millions of records efficiently overnight. The SAS Enterprise Guide with a scheduled task option can schedule tasks, but it does not leverage CAS at scale and is not integrated with the Model Manager deployment workflow. The SAS Add-In for Microsoft Office with a scheduled refresh option is a client tool for report consumption, not batch scoring at scale. The PROC PRINT with an output destination configured for the scoring table option is a report procedure, not a scoring mechanism.