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Test and Backlog Driven
Agile DWH-ing

Christoph Seck
Senior Consultant
Topics

BI is different

Practices

Agile

There is more …
2
BI is different

3
Simple

Cube

Star

Core

Staging

Source
4
Complex

5
Complex

Requirements

6
Complex

Requirements

7
Complex

Source

Requirements

8

Business
Processes
Complex

Source

Stakeholder

Politics

9

Requirements

Business
Processes
Simple

10

Complex
In “Scrum”

Defined

11

Empirical
Points of Interest

Fixed
Price
Simple
//
Complex
Scaling
12
Practices

13
Test Driven

Back Log

14
Backlog

15
16
17
Backlog

Tasks

18

Packages
Packages

Technic

Value

19
Packages

Technic

User Story

20
Packages

Technic

Data Story

21
Data Stories

Product
is Sold

Part
is Used

22
Data Stories

Product
is Sold
at Date

Part
is Used
in Product

23
Data Stories

Product
is Sold
from Shop
at Date

Part
by Supplier
is Used
in Product

24
Data Stories & Bus Matrix

Product
Revenue

# Products Sold
Margin
# Parts
# Parts Sold

25

*
*
*
*
*

Part

Date Release Shop

*
*
*

*
*

*

*
*

*
*
*
*
*

Scenario

Supplier

*
*
*

*
*
Data Stories & Bus Matrix

Product
Revenue

# Products Sold
Margin
# Parts
# Parts Sold

26

*
*
*
*
*

Part

Date Release Shop

*
*
*

*
*

*

*
*

*
*
*
*
*

Scenario

Supplier

*
*
*

*
*
Interface Layer

27
Interface Layer

28

Source Specificaton
Stories

29

Bus
Matrix

Prios

Interf.
Layer

Source
Spec

Dev

Deploy
Backlog Building
Stories

30

Bus
Matrix

Prios

Interf.
Layer

Source
Spec

Dev

Deploy
Cube

Star

Core

Staging

Source
31
Testing

Test Data

Test Case Target

32

Test Data

Cube
Testing

Test Data

Test Data

Test
Test Case Target

33

Cube
Backlog

34

Interf.
Layer

Source
Spec.

Test
Cases

Dev

Tests

Deploy
Backlog

35

Interf.
Layer

Spec.

Test
Cases

Dev

Tests

Deploy
Test
Cases

Dev

rf.
er

Tests

Spec.

Interf.
Layer

log

Backlog

36

Deploy

Test
Cases

Dev

Spec.

Interf.
Layer

Tests

Test
Cases

Deploy

Dev

Spec.

Tests

Test
Cases

Deploy

Dev

Tests

Deploy
Acceptance Criteria

37

Tests
Fair Risk Sharing

Risk Assessment

Estimation

38
Fair Risk Sharing

Source
Structure

Data Quality

39

Key Figure
Definitions
Business
Processes
Points of Interest

Fixed
Price
Simple
//
Complex
Scaling
40
Points of Interest

Fixed
Price
Simple
//
Complex
Scaling
41
Agile

42
Manifesto for Agile Software Development

We are uncovering better ways of developing
software by doing it and helping others do it.
Through this work we have come to value:

Individuals and interactions over processes and tools
Working software over comprehensive documentation
Customer collaboration over contract negotiation
Responding to change over following a plan
That is, while there is value in the items on
the right, we value the items on the left more.
44
Lean

Identify Value

Strive for
Perfection

Map the
Value Stream

Eliminate
Waste

Establish Pull

Create Flow
47
Agile is expensive

Competence

Convergence

49
Agile Practices

Test Driven

Back Log

51
Agile Practices

eXtreme Programming
XP

Scrum

52
Agile Practices

eXtreme Programming
XP

53
XP

Simple Design

Short
Releases

Planning
Game

Collective
Ownership
Metaphor
Refactoring

55

Continuous
Integration

On-site
Customer
40-hour week
Coding
Standards

Test Driven
Development

Pair
Programming
XP

Agil?

Individuals over Processes …

57
It’s the mix, stupid
Points of Interest

Fixed
Price
Simple
//
Complex
Scaling
60
Points of Interest

Fixed
Price
Simple
//
Complex
Scaling
61
There is more …

62
Data Vault

Mix:
• 3NF
• Star
• Historize

• No Structural Changes
• Just Add

63
Business Keys

M:N Link

Details

64

Business Keys

Details
Hub

Link

Satellite

65

Hub

Satellite
Kanban

66
Identify Value

Strive for
Perfection

Map the
Value Stream

Eliminate
Waste

Establish Pull

Create Flow
68
Visualize
Workflow
Limit
Work in Progress

69
Throughput

Visualize
Workflow
Limit
Work in Progress

70
Backlog

WIP

WIP

Value
4

2

BackLog Ready

Work In Progress

Anne

Paul

Jim
Anne

Done
4

2

BackLog Ready

Work In Progress

Anne

Anne

Paul

Done
4

2

BackLog Ready

Work In Progress

Anne

Paul

Jim
Anne

Done
4

2

To do

Ready

Work In Progress

Anne

Paul

Jim
Anne

Done
2

Back Interf.
Log Layer

3
Source
Spec

3
Stage

4
Core

OK

Judith

2
Star
OK

Jim

Paul

Jim
Anne
Agnes

Tom

Anne

Georg

Done
Test
Cases

Dev

rf.
er

Tests

Spec.

Interf.
Layer

log

Backlog

77

Deploy

Test
Cases

Dev

Spec.

Interf.
Layer

Tests

Test
Cases

Deploy

Dev

Spec.

Tests

Test
Cases

Deploy

Dev

Tests

Deploy
Cumulative Flow Diagram
50
45
40

In
In

35
30
25

20
15
10

5
0
03.01.2011

03.02.2011

03.03.2011

03.04.2011

03.05.2011

03.06.2011

03.07.2011

03.08.2011
Cumulative Flow Diagram
50
45
40

In
In

35
30
25

O
Out
ut

20
15
10

5
0
03.01.2011

03.02.2011

03.03.2011

03.04.2011

03.05.2011

03.06.2011

03.07.2011

03.08.2011
Cumulative Flow Diagram
50
45
40

35

WIP

30
25

20
15
10

5
0
03.01.2011

03.02.2011

03.03.2011

03.04.2011

03.05.2011

03.06.2011

03.07.2011

03.08.2011
Cumulative Flow Diagram
50
45
40

35

WIP

30
25

20

CT
15
10

5
0
03.01.2012

03.02.2012

03.03.2012

03.04.2012

03.05.2012

03.06.2012

03.07.2012

03.08.2012
Cumulative Flow Diagram

Star

Stage

Stage In

Design

Ready
Cumulative Flow Diagram

WIP

CT

Star

Stage

Stage In

Design

Ready
Points of Interest

Fixed
Price
Simple
//
Complex
Scaling
84
Points of Interest

Fixed
Price
Simple
//
Complex
Scaling
85
Thanks
Christoph Seck
c.seck@reply.de
www.xing.com/profile/Christoph_Seck2
de.linkedin.com/in/christophseck
Ressourcen

88

Anderson, David J. : Agile Management
Anderson, David J. : Kanban
Austin, Robert D.: Measuring and Managing Performance in Organisations
Beck, Ken: extreme Programming explained
Beck, Fowler: Planning extreme Programming
Ressourcen

89

Boehm, Turner: Balancing Agility and Discipline
Corr, Stagnitto: Agile Data Warehouse Design
Goldratt, Eliyahu M.: The Goal
Highsmith, Jim: Agile Software Development Ecosystems
Hughes, Ralph: Agile Data Warehousing Project Management
Linstedt, Dan: Super Charge Your Data Warehouse: Invaluable Data Modeling
Rules to Implement Your Data Vault
Ressourcen
Middleton, Sutton: Lean Software Strategies
Poppendiek, Mary & Tom: Lean Software Development
Reinertsen, Donald G.: Managing the Design Factory
Schwaber, Beedle: Agile Software Development with Scrum

90

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