SAP SE
DATA ACCESS CONTROL AND WORKLOAD MANAGEMENT FRAMEWORK FOR DEVELOPMENT OF MACHINE LEARNING (ML) MODELS

Abstract:

Methods, systems, and computer-readable storage media for providing a software system to each customer in a set of customers, each customer being associated with a customer system in a set of customer systems, the software system including a set of views in a data science pool, each of the views in the set of views providing a data set based on production data of respective customers; for each customer system: accessing at least one data set within the customer system through a released view provided in a DMZ within the customer system and corresponding to a respective view in the set of views, and triggering training of a ML model in the DMZ to provide and results; and selectively publishing the ML model for consumption by each of the customers in the set of customers based on a set of results comprising the results from each customer system.