Ad hoc assignment likely is ineffective and inefficient
Instead: Using optimized assignment as a basis for decision-making
Empirical evaluation comparing baseline (manual) plan with optimized plans.
How well did you know this?
1
Not at all
2
3
4
5
Perfectly
2
Q
Staffing Assumptions
A
Each developer fixes exactly one bug at a time.
Each bug is fixed by exactly one developer.
Once assigned to a bug, each developer is working continuously on this bug.
The productivity of a developer is inverse proportional to the effort requried to fix a bug (where the time is known)
The duration for fixing a bug is defined between closing and opening date as defined from the manual assignment divided by the ration in expertise btween the new versus manual assignment.
How well did you know this?
1
Not at all
2
3
4
5
Perfectly
3
Q
Staffing for minimum duration
A
Given:
List of features and their respective tasks
List of dependencies between tasks
Effort estimation for all the tasks of all the features
Pool of developers available
Skill (productivity) profile of developers
Availability intervals of developers
Problem: Find a task schedule and an assignment of developers to tasks and a such that:
All tasks of all features are performed
All the dependencies between tasks need to be fulfilled
The total duration (make-span) is minimized.
How well did you know this?
1
Not at all
2
3
4
5
Perfectly
4
Q
Productivity Assumptions
A
A developer having (average) productivity level 1 would need workload(q) days to perform task q.
A developer of productivity level prod(d,q) would need workload(q)/prod(d,q) days to perform the task.
How well did you know this?
1
Not at all
2
3
4
5
Perfectly
5
Q
Staffing for Maximum Value
A
Given:
List of features and their respective tasks
List of dependencies between tasks
Effort estimation of all the features
Pool of developers available
Availaility intervals of developers.
Problem: Find a task schedule and an assignment of developers to tasks such that
All release due dates are fulfilled
All the dependencies between tasks need to be fulfilled