FBIP_fBottleneckPredictionG (cdf)

version

0.9

framework class

fbip

input data format

internal analytics database

data processing

internal analytics database

data output

internal analytics database

deploy format

microservice

scientific team

[UA.ER] [UA.PG] [BTT.MJL]

conception team

[UA.ER] [BTT.MJL]

1. Input Data

Input data is obtained from the internal analytics database, from the outputs of the framework FBIP_fBottleneckIdentificationG (cdf).

2. Output Data

Output data is kept in the internal analytics database for future use by FAMTS_maBottleneckPredictionG.

3. sbroETL information

— f{NN}F: Fit {NN} framework (inFiles: sbroFMK-f{NN}F.yml, class: DMAIC/project, class: DMAIC/project)

  1. [exec sys_install/sys] (Re)create needed tables

  2. [exec f{NN}F_main] Execution of the fit framework

  3. [run] exec f{NN}F_main

4. Components

Identification

fBottleneckPredictionG_TRAIN01

Description

Train a Random Forest model to forecast of the next bottleneck

Implementation team

[BTT.MJL]

Plugins

This component uses the following plugins

Identification

fBottleneckPredictionG_TRAIN02

Description

Train several classifiers for the forecast of the next bottleneck

Implementation team

[UA.ER]

Plugins

This component uses the following plugins