Converting data models into in-database analysis models
AssigneeSap SE
InventorsArindam Bhattacharjee, Srinivasa Raghu Garimella, Ajay Kumar Gupta, Unmesh Sreedharan, Girish Kalasa Ganesh Pai
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AssigneeSap SE
InventorsArindam Bhattacharjee, Srinivasa Raghu Garimella, Ajay Kumar Gupta, Unmesh Sreedharan, Girish Kalasa Ganesh Pai
Estimating the term…
Data sets are analyzed to discover trends and determine predictive data models. A data model is determined based on analyzing the data set with a specific algorithm from a set of different analytical algorithms. The data model is stored in a structural file format. The data model is converted into an instantiated object model with the use of a predefined object model. The instantiated object model is converted into an in-database analysis model to score new data within a database system. The scoring is based on the logic in the data model. The in-database analysis model is stored on a database server part of a database system to provide analytical functionality defined in the data model. The new data can be scored with the in-database analysis model. The new data is not extracted from the database system and the scoring is accomplished in-memory.
A computer implemented method for converting a data model into an in-database analysis model to score data within a database system, the method comprising:
A computer system for converting a data model into an in-database analysis model to score data within a database system, the system comprising:
An article of manufacture for converting a data model into an in-database analysis model to score data within a database system, comprising a non-transitory computer readable medium including executable instructions, which when executed by a computer, cause the computer to:
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