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Wrote an introductory paragraph that stated the
proposed research question using the relational model; stated a
clear purpose for this assignment; and created a map that
named the patterns/themes found so far from the sources
reviewed.
4
Created an outline with headings and well fleshed out subtopics
that reflect the main themes found across the 6 selected sources.
Provided citations for each of the themes
8
Concluded the assignment by re-stating the purpose and map,
while broadly summarizing key patterns/themes as they
currently exist, noting any gaps and/or suggestions and
connecting the gaps to the proposed research question
4
Wrote in a clear, concise, and organized manner; demonstrated
ethical scholarship in accurate representation and attribution of
sources; displayed accurate spelling, grammar, and punctuation.
4
Thoughtfully reviewed at least 2 peers' submissions, making
constructive comments and/or suggestions on their paper's
structure, the development and support of themes and patterns
from across the literature.
4
Total:
24
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Crafted a comprehensive interview questionnaire including
questions to elicit a comprehensive description.
Included questions as an appendix.
4
Analyzed the interviews and discussed key concepts that were
generated related to the research and/or dissertation process..
8
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required, and challenges/barriers that impacted completion
8
Submitted the assignment in an organized format in APA Style
with minimal grammatical and mechanical errors.
4
Total:
24
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Summarized 2-3 key concepts generated through the interviews
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Reflected what will most help you succeed in completing your
dissertation and described the single greatest "take away
learning" that you will use.
4
Explained two challenges you anticipate in completing your
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4
Discussed two key strategies on how you plan to overcome
these challenges.
4
Made positive and significant contributions (a minimum of two
additional posts) to peer submissions
4
Total:
20
A Customizable Agile Software Quality Assurance Model
Gu Hongying
College of Computer Science and Technology
Zhejiang University
Hangzhou, China
[email protected]
Yang Cheng
College of Computer Science and Technology
Zhejiang University
Hangzhou, China
[email protected]
ABSTRACT— Quality Assurance (QA) is an integral part of the
software development process. Many models have been
developed
to help software development teams to build high quality
software.
However, most of the models are targeted to big teams with
sophisticated managements and plenty of resources. It could be
difficult for small and agile teams to implement these models.
We
are proposing a new Agile Quality Assurance Model (AQAM),
which is flexible to incorporate new changes in the software
industry and provides detailed guidelines and templates for real
world implementation and customization. It is mainly for small
and
medium sized agile software development teams to analyze and
improve their QA capabilities. AQAM has 20 Key Process
Areas
(KPAs) and each KPA includes guidelines, benefits, processes,
best
practices, templates, customization, and maturity levels.
Keywords- Quality Assurance, Process Model, Key Process
Area
I. INTRODUCTION
It is well recognized that quality assurance and testing are
crucial to high quality software and on time delivery [1].
Different approaches and models [2-5] have been proposed to
increase repeatability, predictability and manageability. We will
briefly summarize several best-known models here.
Capability Maturity Model (CMM) [2] and Capability
Maturity Model Integration (CMMI) [3] are initially developed
for U.S. Department of Defense to select vendors. The main
purpose of CMM and CMMI is to compare capability &
maturity
among organizations from the outside. Due to their complexity
and formality, CMM and CMMI are usually more suited for
medium to large sized organizations. Also, only a small part of
CMM and CMMI cover software quality assurance. CMMI is
mostly about what processes should be implemented, and not
about how they should be implemented.
TMM (Testing Maturity Model) [4] was introduced by Ilene
Burnstein from the Illinois Institute of Technology in 1996.
Based on CMM, TMM is a maturity model with focus on test. It
defines five levels of maturity in testing with the same level
names as CMM. Being published through three articles, TMM is
primarily a theoretical product and not a practical model as it is
short of guides and documents. Efforts have been carried on by
the TMMI Foundation since 2004.
Based on TMM and CMMI, TMMI [5] (Testing Maturity
Model Integration) is a model focusing on testing process
improvement and positioned as a complement to CMMI. The
maturity level of TMMI is the same as TMM and the structure
of
KPAs of TMMI is based on CMMI. TMMI uses a staged
maturity level system.
Just like CMMI, TMMI mostly deals with what should be
implemented and not about how they should be implemented.
TPI (Test Process Improvement) [6] was proposed by a
Netherland's software company, Sogeti, during their
consulting process. TPI has 20 Key Areas (KA) and each key
area has four levels. Each level contains multiple check
points. TPI focuses on software testing, not other activities of
software quality assurance, such as defect prevention, defect
correction, or peer review which are considered very
important to software quality assurance. From the usage point
of view, the level system will be better if it can be
incremental. Right now, a lot of KAs have a high requirement
on process control capabilities at the low levels. Also the
criteria of the level system can be more specific. It will be
easier to implement if KA classification is based on the
capability level of activities instead of the scope of the
activities.
In the past decade, the software industry has changed
greatly on both the research and industrial practices. Agile
programming methodology has been widely adopted. Being
agile means faster delivery, sometimes with partial
functionality, and it also usually means higher efficiency.
Agile programming strongly emphasizes team
communications. It uses smaller iterations and pays more
attention to testing. Among agile programming, Extreme
Programming (XP), Scrum and Test Driven Design [13]
(TDD) are increasingly popular.
With all these new practices mentioned above, agile
software development teams need a flexible and up-to-date
quality assurance model which can be customized based on
different sizes and management styles. To be user friendly,
the model should provide templates or implementation details
so that development teams don't rely on professional
consulting too much to implement the model. This paper
proposes a new quality assurance process model called
AQAM (Agile Quality Assurance Model) which is mainly for
small and medium sized agile software development teams to
analyze and improve their QA capabilities. AQAM has 20
Key Process Areas (KPAs) and each KPA includes
guidelines, benefits, processes, best practices, templates,
customization and maturity levels. It is customizable based
on team sizes and maturity levels.
This work was funded in part by Project (No. 60803110)
supported by the
National Natural Science Foundation of China.
- 382 -
In this paper, we begin by presenting our approach for
AQAM (Section 2). Then, we present a summary on KPA
sample
to illustrate what a typical KPA looks like in AQAM (Section
3).
We then discuss the current stage of this model and outline our
future work directions (Section 4). We finally present the
conclusions (Section 5).
KPA
Guide TemplateBest practiceProcess
Maturity
levelCustomization
Level 1 Level 2 Level 3 Level 4
Process
model
KPA
Sub activity Sub activity … …
Maturity
evaluation
Personnel
training
Evaluation
question
Evaluation
interview
Evaluation
process
Evaluation
conclusion
Customizable QA
process model
… …
Benefit
Figure 1: AQAM Architecture
II. AQAM DEFINITION
Software process models often represent a networked
sequence of activities, objects, transformations, and events
that embody strategies for accomplishing software evolution
[9]. AQAM has a user guide and 20 KPAs. Each KPA
includes guidelines, benefits, processes, best practices,
templates, customization guides, and maturity levels. The
main concept of AQAM is to specify how to achieve high
quality in software development activities, not just what
needs to be achieved, as with CMMI.
In AQAM, KPAs are defined to examine the different
maturity levels in different areas within an organization. The
organization may be strong in several areas while not as
strong in other areas. The purpose of identifying KPAs is to
objectively evaluate the strengths and weaknesses of the
important areas of the quality assurance process and then the
organization can develop a plan to improve the whole
process. AQAM identifies 20 KPAs, including Requirement
Management, Process Audit, Test Planning, Test Case
Management, Peer Review, Defect Analysis, Defect
Reporting, Unit Testing, Performance Testing,
Configuration Management, Management Support,
Training, Test Environment Management, Test
Organization, Test Automation, Continuous Integration,
User Experience Management, Testing Level, Defect
Prevention and Static Analysis. There are dependencies
among some KPAs. Each KPA comes with:
Guidelines: Describing the KPA and providing general
guidelines for the KPA;
Benefits: Describing why the KPA is needed and what are
the benefits of the KPA;
Processes: Describing the processes of the KPA;
Best practices: Providing the widely accepted and proven
practices in the industry;
Templates: The templates used when implementing the
KPA;
Customization: Providing customization guidelines,
pointing out which sections can be customized and how;
Maturity levels: Describing the activities in each level.
Figure 1 illustrates the architecture of our work. Also, since
not all KPAs and levels are equally important for the
performance of the complete quality assurance process, not all
KPAs are treated equally in AQAM. We encourage different
teams to choose certain KPAs according to their specific
needs and their current maturity levels. The teams can then
focus on the chosen KPAs. This practice is very different from
CMM or TMM. Figure 2 describes the process.
From the descriptions above, we can see the following
differences between AQAM and other models:
A. Customizability
Customizability is the most creative point of AQAM.
Teams are different in terms of sizes, goals, current
capabilities, team models and ALM methodologies. The
existing testing and QA process models usually do not give
- 383 -
lots of details about customization, which makes the
adoption of the models difficult. Our model is highly
customizable and adaptive to various teams. Under each
KPA, there is a Customization section, which gives
guidelines about which parts are mandatory, which parts are
recommended and which parts are optional and how.
Evaluating current QA
maturity
Converting business goal
into QA maturity goal
Determining Business Goal
Selecting QA maturity KPA
Developing
implementation proposal
Implementing proposed
plan
Evaluating implementation
result
Figure 2: AQAM Process
B. More details about implementation.
In order to be compatible with all the differences with
different software development teams, the existing models
usually avoid covering too much implementation details to
make the model applicable to more teams. For example,
many models mention that whether the teams collect and
analyze a Defect Metric, but do not provide details about
what the defect metrics are, how to calculate or analyze them
[10], or what the best practices are. In many cases, teams
have to depend on their own understanding (which may take
a lot of time and be inaccurate) or professional consulting
firms (which may incur big expenses) to implement a
process model. In AQAM, we have guidelines, benefits,
processes, best practices, templates, customization, and
maturity levels under each KPA. Combined with
customization guide, the implementation details make the
adoption of the model much easier.
C. Up-to-date knowledge incorporation.
We mentioned some changes happened in the last decade
on software development in section 1 of this paper. Other
than those, continuous integration (CI) [11], testing
virtualization (TV), daily build (DB) and other testing and
QA methods and tools have gained exposure and have been
accepted by various teams. We kept a close eye on industry
trends and incorporated the new advancements into the
customizable AQAM. These factors are considered and
incorporated in KPA definitions and implementations within
our model.
III. KPA IMPLEMENTATIONS
As we stated above, in AQAM, each KPA includes
guidelines, benefits, processes, best practices, templates,
customization and maturity levels. Due to the limited space,
we are not able to describe the details of the implementation.
We will use one of the KPAs to state the elements very briefly.
For example, peer review KPA has 7 guidelines, 7 best
practices and 3 table templates including Review Memo,
Review Session Log, and Common Categorized Defect
Table. We also have detailed customization rules including
Required Content, Recommended Content and
Customizable Content along with the templates. Peer
Review KPA has 4 different Maturity levels which are Initial,
Performed, Managed and Optimized.
A. Guidelines
The guidelines include answers to the following questions:
1. How to choose between group review and single
person review
2. How to choose between informal review and formal
review
3. How to do review planning
4. Who are the participants of a review meeting
5. How to calculate review efficiency
6. How to calculate defect detection efficiency
7. How to analyze defect detection efficiency
To motivate the process practice, we list the benefits for
each KPA in the model. Below are the benefits for peer review
KPA.
B. Benefits
Peer review can provide team members and managers at
various levels with visibility into the quality of the work
products by identifying the defects and providing feedback to
the team members and managers on the result of the review.
This is extremely important. Without appropriate visibility, it
is difficult for team members and managers to know the status
of the project and thus no proper correction action can be
taken.
By providing visibility into the quality and status of
projects, peer review can help team members and managers to
take actions to deliver projects on time and with high quality.
Peer review can better use knowledge in an organization,
even if someone is not a team member. Sometimes, especially
for small teams, there is no senior member in the team. During
the review process, however, teams can invite senior
members, as the reviewers, to give professional opinions. This
way, the experience and knowledge of the senior members can
be better utilized.
Peer review can discover not only the defects in the code,
but also any intermediate results. Peer review can be involved
in the earlier phases of the software development process than
testing. As shown in Figure 3, the software development
v-model, unit test can only be performed when the code is
- 384 -
ready, after which the integrated, acceptance and release
tests can be run. However, review can be performed at the
very beginning of the development process.
Design
Requirement
Specification
Code
Acceptance
Test
Integrated
Test
Release Test
Unit Test
Business Cases
Vision Review
Requirement Review
Design Review
Code Review
Unit Test Result Review
Integrated Test Result Review
Acceptance Test Result Review
Release Test Plan Review
Acceptance Test Plan Review
Integrated Test Plan Review
Unit Test Plan Review
Figure 3. Software Development V-Model
Peer review can make the whole team aware of the defects so
the defects can be prevented. In a review session, defects will
be
discussed and the causes and solutions of the defects will be
determined, so that participants of the review session can learn
from the defects and avoid them in the future.
Peer review is a very good training tool. When a team
member's work is reviewed, specific feedback and resolutions
will
be given so that the team member can learn from the knowledge
and experience of the review team.
Peer review, specifically code review, can find bugs that are
very difficult to find through testing. Ideally the testing code
coverage is 100% and all the test paths are covered. Of course,
this
may not be possible as test complexity could grow
exponentially
when the code coverage increases. Also, some scenarios are
very
difficult to emulate or reproduce in real tests. For example, an
appropriate error message should be shown when a disk fails
during a file operation. It is very hard for a tester to find a
defect
like this, but if code review is properly performed, it is very
likely
that defect can be found by experienced reviewers. Peer review
can make the whole team aware of the defects so the defects can
be prevented.
Figure 3 shows the possible Review activities we can carry
along with the whole software development procedure. V-model
is a linear development method and software was designed in
1986 by Paul E. Brook [12].
C. Processes
The roles in peer review are: moderator, reviewer, author,
reviser and observer. The moderator organizes the review,
collects
the review materials, distributes review materials to reviewers,
conducts the review session and follows up. The reviewer and
moderators usually need to be trained.
One person can take multiple roles in the review process. For a
single person review, the author usually is also the moderator
and
reviser. The reviewer is someone else and there may be no
observer.
For an informal peer review, there is no particular process to
follow. The reviewer and the author can choose ways they both
are
comfortable with.
For a formal review, before a review session, the moderator
collects the review materials from the authors and determines if
the peer review entry criteria have been met. If the criteria are
met,
the moderator distributes the materials to the reviewers. The
reviewers perform the review and record the findings in a
review
memo. In the review session, the reviewers present their
findings
and issues are discussed. The review session usually records all
the confirmed defects and the resolutions for the defects, with
timelines decided. The moderator together with the team then
decides if the review exit criteria are met or a re-review is
required.
Every review must be well planned. During the planning
process, the materials to be reviewed and reviewer need to be
selected and the review schedule needs to be made. Before the
actual review session, the reviewers must review the materials
beforehand and record all the findings in the review memo. In
the
actual review, all of the participants should communicate
effectively. The defects confirmed in the review session must be
- 385 -
corrected. If too many defects are found in the review process, a
re-review is suggested. Figure 4 shows a typical peer review
process.
Without realizing the importance of peer review, teams are
tempted to skip the review process to speed up the development
process. A simple method to prevent this from happening is to
have the project management team demand that a percentage of
team time must be put aside for peer review in the planning
phase,
and enforce the plan in the execution.
D. Best Practices
1. Educating the members of the organization with the
benefits of peer review to motivate them;
2. Choosing experienced members as reviewers;
3. Identifying and choosing important work as review
materials;
4. When new technologies or processes are adopted in the
team or team members are new to the domain field,
increase the review frequency;
5. The work of those team members who are not experienced
should have higher priority for review;
6. Management should not use peer review as a tool of
performance evaluation.
7. Peer review should be included in the overall project plan.
E. Templates
1) Review Memo
Table 1 is used to record issues found in the preparation
process and to be presented in the review session.
TABLE I. REVIEW MEMO
Project name: Review material: Reviewer:
Hours: The amount of
work reviewed:
Date:
Defect
#
Defect
location
Defect description Severity
Explanation:
Hours: The number of hours the review process takes. It
represents how much time the reviewer spends on this particular
review;
The amount of work reviewed: For source code it is how many
lines of code; for requirement or other specifications it is how
many pages of the specification; for test cases it is how many
test
cases;
Defect description: The detailed description of a defect.
TABLE II. REVIEW SESSION LOG
2) Review Session Log
Table 2 is used to record the defects confirmed in the meeting
and status of the unsolved defects.
Explanation:
Hours: The number of hours the meeting took * the number of
attendees to the meeting. It represents the man hour spent on
this
review;
Next step: According to the number and the severity of the
defects, the next step can be re-review or follow up;
Injection stage: The point in which the defect is injected. It can
be requirement analysis, design, or coding;
If solved in the meeting: If a solution is agreed in the meeting;
Solution
: If a solution is agreed in the meeting, enter it here;
Assignee: Who is responsible for the defect;
Estimated date of resolution: When can the defect be solved.
3) Common Categorized Defect Table
Table 3 is mainly used for common defect prevention and
reviewer & author training.
Explanation:
Defect title: The brief description of a defect;
Category: The category of a defect. The possible categories
are: GUI, Logic, Code Convention, Performance, Portability,
Design, Test Case, etc.;
Severity: Can be high, medium, or low;
Description: The detailed description of a defect. It includes
the cause of the defect and help the team avoid similar defects
in
the future.
The table helps to accumulate well documented experience
within a team. With this, all the valuable experience and
knowledge attained during this project can be transferred to the
new members of this project, and other projects of the same
organization. Overall, it helps a company to achieve higher
performance not only in this project, but also in the upcoming
projects.
F. Customization
1) Required content
� The overall project plan, requirement specification, overall
design and acceptance testing plan must go through group
review process.
� Peer review must be included in the project plan or testing
plan.
2) Recommended content
� Review Session Log is recommended. This table documents
all the defects and makes the resolution of defects more
efficient.
� Common Categorized Defect Table is recommended. This
table is very useful for defect prevention and team member
training;
TABLE III. COMMON CATEGORIZED DEFECT TABLE
Defect title:
Category: Severity:
Project name: Date: Moderator:
Attendees of the meeting:
Hours: The amount of work
reviewed:
Next step:
# Locat
ion
Desc
ripti
on
Seve
rity
Inje
ctio
n
stag
e
If
solved
in the
meetin
g
Re
sol
uti
on
Assi
gnee
Estima
ted
date of
resolut
ion
- 386 -
Description:
3) Customizable content
� Review Memo is optional, if the reviewers prefer other ways
to record the preparation notes;
� The Hours field in Review Memo and the Review Session
Log is optional if the team is not doing peer review cost data
collecting, analysis or other management activities;
� The Amount of Work Reviewed field in Review Memo and
Review Session Log is optional if the team is not doing peer
review efficiency data collecting, analysis or other
management activities;
� Review Session Log can be optional. But if it is excluded, the
team must track the status of the unsolved issues.
G. Maturity level
1) Level 1: Initial
Peer review is not performed in the team.
2) Level 2: Performed
� The team recognizes the importance and benefits of peer
review;
� Peer review is included in project plan;
� Peer review is conducted for important work products;
� The team understands the differences between group review
and single person review. They can choose the optimal review
format accordingly;
� The participants of peer review are trained;
� The result of peer review is tracked and every issue has its
resolution.
3) Level 3: Managed
� Management supports peer review in terms of staffing,
budget and planning;
� Entry criteria are defined;
� Exit criteria are defined;
� Re-review criteria are defined;
� Training topics are identified and training materials are
prepared;
� Review processes are defined.
4) Level 4: Optimized
� Peer review work load and efficiency data are collected and
analyzed;
� The scope of peer review is clearly defined and documented;
� The procedure of peer review is clearly defined and
documented;
� There is training group to train the review participants;
� The review result is well documented and communicated in
the team;
� The defects with high frequency are documented in Common
Categorized Defects Table.
According to different situations in different organizations,
this level system provides a practical method not only for a
comparison between different organizations, but also for
internal
evaluations and performance improvements.
IV. DISCUSSION AND FUTURE WORKS
Our work to date has focused on the process model definition
and customization. Not all the KPAs have been developed.
Usually it is enough for an organization to improve performance
by implementing even just some of the KPAs. As a process, the
users need to analyze the existing maturity levels of the selected
KPAs in the organization, propose an action plan based on
AQAM
and implement the proposal.
We have done some user studies which are not included in this
paper. AQAM can be optimized with more practical feedbacks.
More validations are part of our future works.
Although AQAM is mainly designed for small to medium
sized teams, it is possible to use the approach on a large project,
in
the cases the project is decomposed into smaller pieces.
V. CONCLUSION
Customizability and evolution of software processes and their
models are acquiring a growing importance in the software
process community. In this paper, we have presented AQAM as
a
new software quality assurance process model. It is primarily
designed for small and medium sized software development
teams. With AQAM, organizations can customize and manage
their process model based on their own maturity, current quality
assurance process and management style. We also briefly
demonstrated how the model works by a peer review KPA
sample.
REFERENCES
[1] Fowler, P., Rifkin S., Software Engineering Institute,
Software Engineering
Process Group Guide, Technical Report, CMU/SEI-90-TR-24,
1990
[2] Caputo, K., CMM Implementation Guide: Choreographing
Software
Process Improvement, Addison-Wesley, 1998
[3] Software Engineering Institute, Capability Maturity Model
Integration
(CMMI®), CMMI® for Development, Version 1.3, Technical
Report, Nov.
2010
[4] Burnstein, I., Suwannasart, T., and Carlson, C.R., A Model
to Assess
Testing Process Maturity, Crosstalk, Nov. 1998
[5] TMMi Foundation, Test Maturity Model Integration (TMMi)
Version 3.1,
Retrieved March 1, 2011, TMMi Foundation:
http://www.tmmifoundation.org/downloads/tmmi/TMMi%20Fra
mework.p
df, Ireland.2010
[6] Jari Andersin, TPI – a model for Test Process Improvement,
http://www.cs.helsinki.fi/u/paakki/Andersin.pdf, retrieved on
July 01, 2011.
[7] Deissenboeck, F., Juergens, E., Lochmann, K., Wagner, S.,
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models: Purposes, usage scenarios and requirements, WOSQ
'09. ICSE
Workshop on Software Quality, 2009
[8] De Souza, C. R. B., Redmiles D. F., An Empirical Study of
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Developers’ Management of Dependencies and Changes. In
ICSE’08,
Proceedings of the 30th International Conference on Software
Engineering,
May 10–18, 2008, Leipzig, Germany. 241-250
[9] Nagappan, N., Maximilien, E., Bhat, T., Williams, L.,
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improvement through test driven development: results and
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four industrial teams, Empirical Software Engineering, Volume
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2008 289-302
[10] Paulk, M. C., Weber, C. V., Curtis, B., Chrissis, M. B., The
Capability
Maturity Model for Software: Guidelines for Improving the
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Process, Addison-Wesley, 1995
[11] Fowler, M., Continuous Integration, 2006,
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2011
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