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PMML Consumer
Contributor I
I used Rapid Minor some years ago for exploratory research. With the addition of PMML capacity it becomes something I want to explore using for production operations.
Questions: Does RM provide a way to consume or execute the models it creates in PMML format? Or is there a software application out there designed to only consume and apply PMML models in a real time operational environment. A lot of my work is in investment management using very short term trading so speed and efficiency of execution are critical.
Any thought or suggestions are greatly appreciated.
Questions: Does RM provide a way to consume or execute the models it creates in PMML format? Or is there a software application out there designed to only consume and apply PMML models in a real time operational environment. A lot of my work is in investment management using very short term trading so speed and efficiency of execution are critical.
Any thought or suggestions are greatly appreciated.
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Answers
in fact there are some applications that just consume data and PMML models. For example zementis (zementis.com) provides several performant PMML appliers.
But depending on your IT infrastructure I doubt, that it could be faster using PMML than deploying a RapidMiner Model as a webservice on a RapidAnalytics Server. How is your data coming in? And about which execution times are we talking? Milliseconds?
Greetings,
Sebastian