Process

Goals

Procedures

Data Stream Project

Data

Model

Tool

People

Acquisition

1. Acquire specific components, tools, etc.

2. Buy or develop components, tools, algorithms, etc.

See

examples on

Table 3

The acquisition depends on the business model. It can occur for data, tools and people.

Models are specific to each project, especially business ones.

Computational models can be reused.

Tools can be acquired/purchased for specific projects.

People are needed for the Project and must be hired to form the Project teams.

Retention

1. Configuration Management.

2. Store Procedure.

See

examples on

Table 3

Data for stream projects cannot be retained, but some batches can be stored, depending on the business model.

Models can be retained for later reuse in similar projects.

Tools, acquired or developed for a specific project, may be retained.

People are necessarily retained, because with their acquired expertise, they should perform better in future projects.

Review

1. Review project work products, tools, algorithms, etc.

2. Reuse.

See

examples on

Table 3

There is no review for data.

Models can be revised, when starting new projects, to favor their reuse.

Tools and components developed for a specific project can be placed under configuration management to be reviewed at the start of a new project for reuse.

People should be used for future projects, receive new training and be promoted.