Analytics Solutions Foundation artifacts
Analytics Solutions Foundation enables you to define and manage aggregates and build the orchestration process to feed aggregated data into predictive models.
Solutions created with Analytics Solutions Foundation consume events and make recommendations. They use profiles and key performance indicators to aggregate the events. The aggregations are used to provide scores using predictive models. Decision management makes recommendations based on the values of the scores.
Maintenance Streams
The logical_model folder contains the following XML files:
- BaseLogicalModel.xml
- Contains the common data structures that are required for all of the business imperatives (predictive quality, predictive warranty, predictive maintenance) for defining and loading master data.
- BaseQualityLogicalModel.xml
- Contains the data structures that are common between the Quality Early Warning System use cases. (Inspection, Parametric and Warranty). The data structures help you to define a structure for loading the master data into the solution data store for the Predictive Quality business imperative.
- WarrantyLogicalModel.xml
- Contains the definitions for entities and events which load data for Predictive Warranty. The event sub types are SalesEvent and WarrantyEvent.
The orchestration folder contains the following XML files:
- PMQ_Orchestration_definition_warranty.xml
- Defines rules about how event or fact data is loaded into the solution data store.
- PMQ_Orchestration_definition_warranty_job.xml
- Defines the steps to invoke lifetime analysis. An SPSS stream is invoked which does the data preparation for the algorithm and then the algorithm for lifetime analysis is invoked.
The solution_definition folder contains PMQ_Solution_definition.xml. This file defines the table and object structures that define the database.