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NizamM46 Member since 2017 26 posts
Axiom Technology Group
Posted: 2 years ago
Last activity: 2 years 2 months ago
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Pega Adaptive Snapshot

Hi Team,

I just wanted to know the internal architecture of adaptive models. Pega is currently uploading all the responses into adaptive models. It is creating a new snapshot record in the Data-Decision-ADM-ModelSnapshot for every single day. What is the purpose of this class? Why don't it create a new entry after single run or at least after every single update? Is there any reason for this?

Problem statement:

We have adaptive models which are getting trained every day based on the web responses. We are using a delay learning architecture. Pega doesn't store the individual adaptive responses into adaptive models. It calculates the outcomes using ML and add one record as a snapshot entry(Based on my understanding). What happens if the ADMSnapshot agent is down on one particular day? How can we recover the responses past responses? How do we know which responses it has processed till that time? Is there any way to do a disaster recovery? Thanks in advance.

Regards,

Nizam

Decision Management
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