IBM SPSS artifacts

Warranty - Streams and Jobs

Warranty artifacts are shown in the following table:

Table 1. Warranty - Streams and Jobs
.pes file	Modeler Stream / ADM Streams / CaDS jobs	Description
IBMPMQ_QEWSL	IBMPMQ_QEWSL_WARR.str	The manufacturing or production warranty stream built to do a ETL sort of processing. No modeling activity involved here
Not applicable	IBMPMQ_QEWSL_JOB	CaDS job used to invoke IBMPMQ_QEWSL_WARR.str for the manufacturing (MFG) or production (PROD)use cases
Not applicable	IBMPMQ_QEWSL_SALES.str	CaDS job used to invoke IBMPMQ_QEWSL_JOB for the sales (SALES) use case
Not applicable	IBMPMQ_QEWSL_ SALES_JOB	CaDS job used to invoke IBMPMQ_QEWSL_SALES.str for the SALES use cases

Maintenance artifacts are shown in the following table:

Table 2. Maintenance - Stream and Jobs
.pes file	Modeler Stream / ADM Streams / CaDS jobs	Description
IBMPMQ_MAINTENANCE_ ANALYTICS	MAINTENANCE.str	Main stream in maintenance to identify and forecast the forecasted days to next maintenance and calculate the Maintenance Health score value .
Not applicable	MAINTENANCE_DAILY.str	Gives the Maintains details for a specific day
Not applicable	MAINTENANCE_ RECOMMENDATIONS.str	The ADM Stream to give the Maintenance recommendations
Not applicable	IBMPMQ_MAINTENANCE_ ANALYTICS_JOB	CaDS job used to invoke MAINTENANCE.str, MAINTENANCE_DAILY.str, MAINTENANCE_ RECOMMENDATIONS.str, and IBMPMQ_MAINTENANCE_ ANALYTICS_JOB

TopN failure predictors artifacts are shown in the following table:

Table 3. TopN failure predictors - Stream and Jobs
.pes file	Modeler Stream / ADM Streams / CaDS jobs	Description
IBMPMQ_TOP_FAILURE_ PREDICTORS	TopN_MODEL.str	Modeling stream to extract and store the PMML giving the predictor importance of various configured parameters in predicting a resource's failure.
Not applicable	TopN_XML.str	This stream uses the PMML generated by the TopN_MODEL.str stream and extracts the necessary information from it and does essential transformation such that the output can be consumed by Cognos®
Not applicable	IBMPMQ_TOP_FAILURE_ PREDICTORS_JOB	CaDS job used to invoke the TopN_MODEL.str and the TopN_XML.str streams
Not applicable	TOPN_EVENTS.str	Create csv with of the Top N data in a format that can be loaded into the PMQ event table using the IIB flows

SENSOR-based health analytics artifacts are shown in the following table:

Table 4. SENSOR-based health analytics - Stream and Jobs
.pes file	Modeler Stream / ADM Streams / CaDS jobs	Description
IBMPMQ_SENSOR_ ANALYTICS	SENSOR_HEALTH_DATA_ PREP.str	A Data preparation stream which retrieves the data from IBM PMQ tables and prepares the data to be used in the modeling, the eligible data is exported to a csv file for the modeling
Not applicable	SENSOR_HEALTH_ COMBINED.str	The combined stream helps in training the models and also refreshes them for the scoring service
Not applicable	SENSOR_HEALTH_ ANALYTICS_JOB	CaDS job used to invoke the SENSOR_HEALTH_ COMBINED.str stream
Not applicable	IBMPMQ_SENSOR_ ANALYTICS.str	This stream is auto generated when a training happens and for the real time scoring -- SENSOR_HEALTH_SCORE service configured to be used

Integrated analytics artifacts are shown in the following table:

Table 5. Integrated analytics - Stream and Jobs
.pes file	Modeler Stream / ADM Streams / CaDS jobs	Description
IBMPMQ_INTEGRATED_ FEATURE_BASED_ ANALYTICS	INTEGRATION_FBA_ DATA_PREP.str	A Data preparation stream which retrieves the data from IBM PMQ tables and prepares the data to be used in the modeling, the eligible data is exported to a csv file for the modeling
Not applicable	INTEGRATION_FBA_ IHS_T.str	This stream helps in training the health score models and also refreshes them for the scoring service
Not applicable	INTEGRATION_FBA_ IFDM_T.str	This stream helps in training the forecasted days to maintenance model and also refreshes the model for the scoring service
Not applicable	IBMPMQ_INTEGRATED_ FEATURE_BASED ANALYTICS	CaDS job used to invoke the INTEGRATION_FBA_ DATA_PREP.str , INTEGRATION_ FBA_IHS_T.str, and INTEGRATION_FBA_IFDM_ T.str streams
Not applicable	INTEGRATION_ FBA_IHS.str	This stream is auto generated when a training happens, and is invoked for real time health score prediction within the INTEGRATED_FBA.str stream
Not applicable	INTEGRATION_FBA _IFDM.str	This stream is auto generated when a training happens, and is invoked for real time forecasted days to maintenance prediction within the INTEGRATED_FBA.str stream
Not applicable	INTEGRATED_FBA.str	This is ADM published stream which invokes the health score and days to maintenance models, and gives a final recommendation based on business rules. It is configured for real time scoring - INTEGRATED_FBA service is configured for scoring services.

Feature-based analytics artifacts are shown in the following table:

Table 6. Feature-based analytics - Stream and Jobs
.pes file	Modeler Stream / ADM Streams / CaDS jobs	Description
IBMPMQ_SENSOR_ FEATURE_BASED ANALYTICS	SENSOR_FBA_DATA_ PREP.str	A Data preparation stream which retrieves the data from IBM PMQ tables and prepares the data to be used in the modeling, the eligible data is exported to a csv file for the modeling
Not applicable	SENSOR_FBA_FHS_T.str	This stream helps in training the health score models and also refreshes them for the scoring service
Not applicable	SENSOR_FBA_FFDM_T.str	This stream helps in training the forecasted days to maintenance model and also refreshes the model for the scoring service
Not applicable	IBMPMQ_SENSOR_ FEATURE_BASED_ ANALYTICS	CaDS job used to invoke the SENSOR_FBA_DATA_ PREP.str, SENSOR_FBA_ FHS_T.str, and SENSOR_FBA_ FFDM_T.str streams
Not applicable	SENSOR_ FBA_FHS.str	This stream is auto generated when a training happens, and is invoked for real time health score prediction within the INTEGRATED_FBA.str stream
Not applicable	SENSOR_FBA_FFDM.str	This stream is auto generated when a training happens, and is invoked for real time forecasted days to maintenance prediction within the FBA.str stream
Not applicable	FBA.str	This is ADM published stream which invokes the health score and days to maintenance models, and gives a final recommendation based on business rules. It is configured for real time scoring - FBA service configured to be used.

Energy and utility industry artifacts are shown in the following table:

Table 7. Features for the energy and utilities industry - Stream and Jobs
.pes file	Modeler Stream / ADM Streams / CaDS jobs	Description
IBMPMQ_ ARMOR_ANALYTICS	IBMPMQ_ARMOR_ DTCA_CABLE_ FEATURES	CaDS job used to invoke the IBMPMQ_FEATURES_ DTCA.str and IBMPMQ_FEATURES_ CABLE.str to generate features for distribution transformer and cable assets respectively.
Not applicable	IBMPMQ_FEATURES _DTCA.str	This stream helps to generate the csv file with Distribution Transformer specific overload features, as well as current aging measure. The csv file is used in Feature-Based Analytics modeling.
Not applicable	IBMPMQ_FEATURES _CABLE.str	This stream helps to generate the csv file with Cable specific overload features, which is used in FBA modeling.
Not applicable	IBMPMQ_ARMOR _DTPA	CaDS job used to invoke the IBMPMQ_FEATURES _DTPA.str stream to generate projected aging for distribution transformer assets.
Not applicable	IBMPMQ_FEATURES _DTPA.str	This stream helps to generate the csv file with distribution transformer projected aging for user-specified future years (based on start year, number of years, and interval size), and degradation factor.