W EEK 13 Requirements traceability and interdependencies.
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Transcript of W EEK 13 Requirements traceability and interdependencies.
INTRODUCTION
Most individual requirements cannot be treated in isolation They are related to and affect each other in
complex manner
Example Constrains how other requirements can be
designed or implemented Affects the cost of implementation of other
requirements Increases or decreases the customer satisfaction
of other requirements
Requirements interdependencies are not problematic per-se, but they influence a number of development activities and decisions made during the SE process including Change management
Neglecting these dependencies when assessing the impacts of change may result in neglecting some of the actual impact of a change.
Understanding and knowing these relationship avoid selecting a set of requirements that must be changed later (costly modification)
A critical part of the requirements change management process is the assessment of the impact of a change on the rest of the system Change while requirements are being developed,
how that change affects other requirements Change while implementation is underway,
impact assessment involves assessing how the change affects the requirements, the system design and its implementation
Change after the system has gone into operation, check how all stakeholders in the system might be affected by the change
REQUIREMENTS TRACEABILITY Definition
The ability to describe and follow the life of a requirements, in both forward and backward direction, ideally through the whole system life cycle.
It is achieved through associating related information objects such as Requirements and related system components satisfying
those requirements System objectives and requirements derived from those
requirements Change proposals and requirements which they intend to
change A decision and the rationales and assumptions on which
they are based Test cases and the requirements which fulfillment they
intend to ensure and System components and the resources needed to
implement those requirements
TRACEABILITY
Traceability information is information which helps you assess the impact of requirements change. It links related requirements and the requirements and other system representations
TRACEABILITY (DAVIS) Types of traceability information by Davis
Backward-from traceability Links requirements to their sources in other documents or people
Forward-from traceability Links requirements to the design and implementation components
Backward-to traceability Links design and implementation components backs to requirements
Forward-to traceability Links other documents (which may have preceded the requirements document) to relevant requirements.
TYPES OF TRACEABILITY
Requirements-sources traceabilityLinks the requirement and the people or
documents which specified the requirement Requirements-rationale traceability
Links the requirement with a description of why that requirement has been specified.
Requirements-requirements traceabilityLinks requirements with other requirements
which are, in some way, dependent on them. This should be a two-way link (dependants and is-dependent on).
TYPES OF TRACEABILITY
Requirements-architecture traceability Links requirements with the sub-systems where
these requirements are implemented. This is particularly important where sub-systems are being developed by different sub-contractors
Requirements-design traceability Links requirements with specific hardware or
software components in the system which are used to implement the requirement
Requirements-interface traceability Links requirements with the interfaces of external
systems which are used in the provision of the requirements
TRACEABILITY TABLES
Traceability tables show the relationships between requirements or between requirements and design components
Requirements are listed along the horizontal and vertical axes and relationships between requirements are marked in the table cells
Traceability tables for showing requirements dependencies should be defined with requirement numbers used to label the rows and columns of the table
TRACEABILITY LISTS
If a relatively small number of requirements have to be managed (up to 250, say), traceability tables can be implemented using a spreadsheet
Traceability tables become more of a problem when there are hundreds or thousands of requirements as the tables become large and sparsely populated
A simplified form of traceability table may be used where, along with each requirement description, one or more lists of the identifiers of related requirements are maintained.
Traceability lists are simple lists of relationships which can be implemented as text or as simple tables
TRACEABILITY POLICIES Maintaining traceability information is expensive. All too often, traceability information is not updated. Traceability policies helps to define what and how
traceability information should be maintained. Traceability policies may include
The traceability information which should be maintained.
Techniques, such as traceability matrices, which should be used for maintaining traceability.
A description of when the traceability information should be collected during the requirements engineering and system development processes.
The roles of the people, such as the traceability manager, who are responsible for maintaining the traceability information should also be defined.
A description of how to handle and document policy exceptions
The process of managing traceability information
FACTORS INFLUENCING TRACEABILITY POLICIES
Number of requirements The greater the number of requirements, the
more the need for formal traceability policies. Estimated system lifetime
More comprehensive traceability policies should be defined for systems which have a long lifetime.
Level of organisational maturityDetailed traceability policies are most likely to
be cost-effective in organisations which have a higher level of process maturity
FACTORS INFLUENCING TRACEABILITY POLICIES
Project team size and composition With a small team, it may be possible to assess the
impact of proposed informally without structured traceability information. With larger teams, however, you need more formal traceability policies.
Type of system Critical systems such as hard real-time control
systems or safety-critical systems need more comprehensive traceability policies than non-critical systems.
Specific customer requirements Some customers may specify that specific
traceability information should be delivered as part of the system documentation.
REQUIREMENTS INTERDEPENDENCIES INFLUENCE DIFFERENT ACTIVITIES IN SE
Requirements management Change management and impact analysis Release planning Reuse of component Reuse of requirements Design and implementation Testing
Requirements management Managing large amount if requirements Maintaining decomposition of requirements The source of the requirements and the detailed
of it RM issue here is to provide traceability
between the source and the more detailed requirements explaining them
Managing the decomposition is also a way of managing the fast increasing number of requirements, since the requirements are often grouped into hierarchies
Change management and impact analysis Concerned with managing changes and
assessing the effect of change requests Since requirements interdependencies show if
requirements influence others, it will help the accuracy of impact analysis since other requirements that need to be changed can be defined.
Release planning Concerned with selecting an optimal collection of
requirements for implementation in the next version of a software system
The selection is usually based on requirements priority and the estimated cost of implementing the requirements.
Due to the fact that requirements are related to and affect each other, the priority and cost are not enough.
Reuse of components If similarities between requirements are
documented, this information can be used to identify reusable components by comparing the stated requirements with the requirements of the existing system
The traceability information can be used to recognize the adjustment needed to change the components to the new application
Reuse of requirements Recycling requirements are carried in ad-hoc
manner which is both time-consuming and error-prone Difficult in term of identifying requirements that are
potentially be reused Difficult to ensure that all requirements related to the
once recycled ones are included Too many requirements are included
Knowledge of requirements interdependencies is useful when reusing requirements
Design and implementation Software design – decision making Many trade-offs are made – scope and
functionality Common trade-off between conflicting or
inconsistent requirements Challenge: to what extent multiple requirements
can be satisfied simultaneously Requirements interaction management –
discover, manage and disposition of critical relationships among sets of requirements
Testing Ensuring that all the requirements of the system
have been met and includes tasks such as test planning, selecting and designing test cases, executing test cases and reporting on the result of the execution
Requirements interdependencies – the order in which test cases are executed. Some function can not be tested before other
functionality is in place and verified due to some reasons Efficiency Reduce un-necessary re-execution of test cases.
IMPACT ANALYSIS
Software changes are necessary and inevitable in software development, but may lead to software deterioration if not properly controlled.
For example, when Mozilla’s 2,000,000 Source Lines of Code (SLOC) were analyzed, there were strong indications that the software had deteriorated significantly due to uncontrolled change, making the software very hard to maintain
Software deterioration occurs in many cases because changes to software seldom have the small impact they are believed to have.
Example In 1983, some of the world’s most expensive
programming errors each involved the change of a single digit in a previously correct program, indicating that a seemingly trivial change may have immense impact.
A study in the late 90s showed that software practitioners conducting impact analysis and estimating change in an industrial project underestimated the amount of change by a factor of three.
IMPACT ANALYSIS FROM A REQUIREMENTS ENGINEERING PERSPECTIVE
Software life-cycle objects (SLOs) affected (right) due to requirements changes in different phases (left)
impact analysis is an integral part of every phase in software development.
•During requirements development, design and code do not yet exist, so new and changing requirements affect only the existing requirements.•During design, code does not yet exist, so new and changing requirements affect only existing requirements and design. •Finally, during implementation, new and changing requirements affect existing requirements as well as design and code.
IMPACT ANALYSIS Impact analysis is a tool for controlling
change, and thus for avoiding deterioration. Bohner and Arnold define impact analysis as
“the activity of identifying the potential consequences, including side effects and ripple effects, of a change, or estimating what needs to be modified to accomplish a change before it has been made”
Consequently, the output from impact analysis can be used as a basis for estimating the cost associated with a change. The cost of the change can be used to decide
whether or not to implement it depending on its cost/benefit ratio.
Impact analysis is an important part of requirements engineering since changes to software often are initiated by changes to the requirements
Wiegers provides checklists to be used by a knowledgeable developer to assess the impact of a change proposal
Checklist for Requirements Changes Forms available at: http://
www.processimpact.com/process_assets/impact_analysis.doc
MEASURING CHANGE ACTIVITIES The measurements should be motivated by the
questions you are trying to answer and the goals you are trying to achieve
Measuring change activity is a way to assess the stability of the requirements and to identify opportunities for process improvement
The requirements change activities can be measured from the following aspects– The number of change requests received, open, and
closed– The cumulative number of changes made– The number of change requests that originated from
each source– The number of changes proposed and made in each
requirement since it was baselined– The total effort devoted to handling changes
SOFTWARE CHANGE AND IMPACT ANALYSIS Software change occurs for several reasons, for
example, in order to fix faults, to add new features or to restructure the software to accommodate future changes . Changing requirements is one of the most
significant motivations for software change. Changes to requirements reflect how the
system must change in order to stay useful for its users and remain competitive on the market. At the same time, such changes pose a great risk as they may cause software deterioration. Thus, changes to requirements must be captured,
managed and controlled carefully to ensure the survival of the system from a technical point of view.
FACTORS THAT CAN INFLICT CHANGES TO REQUIREMENTS The problem that the system is supposed to solve
changes, for example for economic, political or technological reasons.
The users change their minds about what they want the system to do, as they understand their needs better. This can happen because the users initially were uncertain about what they wanted, or because new users enter the picture.
The environment in which the system resides changes. For example, increases in speed and capacity of computers can affect the expectations of the system.
The new system is developed and released leading users to discover new requirements.
FRAMEWORK FOR A CHANGE MANAGEMENT PROCESS
Plan for change involves recognizing the fact that changes occur, and that they are a necessary part of the system’s development. Baseline requirements means to create a snapshot of the current set of requirements. The point of this step is to allow subsequent changes in the requirements to be compared with a stable, known set of requirements.A single channel is necessary to ensure that no change is implemented in the system before it has been scrutinized by a person, or several persons, who keep the system, the project and the budget in mind. In larger organizations, the singlechannel is often a change control board (CCB).
A change control system allows the CCB (or equivalent) to gather, track and assess the impact of changes. According to Leffingwell and Widrig, a change must be
assessed in terms of impact on cost and functionality, impact on external stakeholders (for example, customers) and potential to destabilize the system. If the latter is overlooked, the system (as pointed out earlier) is likely to deteriorate.
To manage hierarchically defeats perhaps too common line of action: a change is introduced in the code by an ambitious
programmer, who forgets, or overlooks, the potential effect the change has on test cases, design, architecture, requirements and so on. Changes should be introduced top-down, starting with the requirements. If the requirements are decomposed and linked to other SLOs, it is possible to propagate the change in a controlled way.
KOTONYA AND SOMMERVILLE
1. Problem analysis and change specification2. Change analysis and costing, which in turn
consists of:1. Check change request validity2. Find directly affected requirements3. Find dependent requirements4. Propose requirements changes5. Assess costs of change6. Assess cost acceptability
3. Change implementation
Most individual requirements cannot be treated in isolation
Requirements interdependencies as being part of requirements traceability
Dependencies between requirements is not a problem per se, but interdependencies affect many decisions and activities in the software development process
KEY POINTS Requirements change is inevitable as customers develop a
better understanding of their real needs and as the political, organisational and technical environment in which a system is to be installed changes.
Requirements which are concerned with the essence of a system are more likely to be stable than requirements which are more concerned with how the system is implemented in a particular environment.
Types of volatile requirement include mutable requirements, emergent requirements, consequential requirements and compatibility requirements.
Requirements management requires that each requirement should be uniquely identified.
If a large number of requirements have to be managed, the requirements should be stored in a database and links between related requirements should be maintained.
KEY POINTS Change management policies should define the processes used
for change management and the information which should be associated with each change request including who is responsible for doing what in the change management process.
Some automated support for change management should be provided.
Traceability information records the dependencies between requirements and the sources of these requirements, dependencies between requirements and dependencies between the requirements and the system implementation.
Traceability matrices may be used to record traceability information.
Collecting and maintaining traceability information is expensive.