Overview of Publishing Models

SAS Model Manager provides a comprehensive publishing environment for model delivery that supports sharing life cycle, performance, and scoring data. SAS Model Manager publishes models to different channels, and to the SAS Metadata Repository. SAS Model Manager can also publish classification, prediction, and segmentation (cluster) models with the score code type of DATA step to a database. Application software, such as SAS Data Integration Studio or SAS Enterprise Guide, enables you to access models through the SAS Metadata Server and to submit on-demand and batch scoring jobs.
SAS Model Manager publishes models to defined publication channels. Authorized users who subscribe to a channel can choose to receive e-mail notifications when updated models are ready to deploy to testing or production scoring servers, and are published to a publication channel. From a publication channel, you can extract and validate the scoring logic, deploy champion models to a production environment, and monitor the performance of your models.
The publish history of models can be viewed from the MMRoot folder, and the project or version level. You can also remove models that have been published to a database.