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Determining the size for both RapidMiner Studio and Server
Learner I
I am trying to size the number and size of licenses for both Studio and Server. Here are a few data points
a) I expect the usage to be well-below 'Big Data'. I suspect we will be looking at records under 100,000 records (and if we are lucky to have long history, around 500,000).
b) The data will get used creatively for multiple use cases- so I do expect a large number of models (10-20) built and deployed- with typical usage being under 10,000/ day and reasonably distributed through the business day. I am struggling to judge how complex the models could be (likely to be simple)
c) I reckon we would have 3-5 business analysts reviewing the models and probably 1-2 data scientists working at a code level
Given these, I had the following questions
1) would a combination of small & medium studio licenses suffice- with the expectation that I can upgrade from small to medium if need arises?
2) On the server, would the basic server be sufficient. Latency is not critical- but availability is (would I need to plan for HA?)
3) Is there limitation on the number of models that can be created/ deployed on the server
a) I expect the usage to be well-below 'Big Data'. I suspect we will be looking at records under 100,000 records (and if we are lucky to have long history, around 500,000).
b) The data will get used creatively for multiple use cases- so I do expect a large number of models (10-20) built and deployed- with typical usage being under 10,000/ day and reasonably distributed through the business day. I am struggling to judge how complex the models could be (likely to be simple)
c) I reckon we would have 3-5 business analysts reviewing the models and probably 1-2 data scientists working at a code level
Given these, I had the following questions
1) would a combination of small & medium studio licenses suffice- with the expectation that I can upgrade from small to medium if need arises?
2) On the server, would the basic server be sufficient. Latency is not critical- but availability is (would I need to plan for HA?)
3) Is there limitation on the number of models that can be created/ deployed on the server
0
Answers
Scott