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TQS Teste e Qualidade de Software Software Testing and Quality Preamble Course Positioning

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Title: TQS Teste e Qualidade de Software Software Testing and Quality Preamble Course Positioning


1
TQS - Teste e Qualidade de Software(Software
Testing and Quality) Preamble - Course
Positioning
JoĂŁo Pascoal Faria jpf_at_fe.up.pt
www.fe.up.pt/jpf
2
IndexCourse positioning with respect to ...
  • Capability Maturity Model Integration for
    Software Engineering (CMMI-SW), Software
    Engineering Institute (SEI), Carnegie Mellon
    University (CMU)
  • To help organize quality related activities and
    terminology
  • Software Engineering Education Knowledge,
    Computing Curricula - Software Engineering
     (CC-SE), IEEE Computer Society / ACM
  • To help organize and put in context this
    (educational) knowledge area
  • Guide to the Software Engineering Body of
    Knowledge (SWEBOK), IEEE Computer Society
  • To help organize and put in context this (4 years
    professional) knowledge area
  • Certified Software Quality Engineer (CSQE) Body
    of Knowledge, American Society for Quality (ASQ)
  • To help organize and put in context this (8 years
    professional) knowledge area

3
Capability Maturity Model Integration for
Software Engineering (CMMI-SW), Version 1.1
  • Developed by the Software Engineering Institute,
    Carnegie Mellon University
  • Designed to help organizations improve their
    product and service development, acquisition, and
    maintenance processes
  • Judge the maturity of the software processes of
    an organization
  • Identify the key practices required to increase
    the maturity of these processes
  • Staged representation - measures
    process-improvement achievement across an
    organizational unit using maturity levels (as in
    traditional SW-CMM)
  • At maturity level n, an organization has achieved
    all the specific goals of the process areas
    assigned to maturity levels ? n (and generic
    goals assigned to levels ? n)
  • To achieve each goal a set of (best) practices
    must be implemented
  • Continuous representation - measures
    process-improvement achievement within individual
    process areas (e.g. configuration management)
    using capability levels
  • The CMMI models are the result of an effort of
    integration of the "traditional" CMM models
    (SW-CMM, etc.)

4
CMMI-SW, v1.1, staged versionMaturity Levels
  • 1) Initial. The software process is characterized
    as ad hoc, and occasionally even chaotic. Few
    processes are defined, and success depends on
    individual effort and heroics.
  • 2) Managed. Basic project management processes
    are established to track cost, schedule, and
    functionality. The necessary process discipline
    is in place to repeat earlier successes on
    projects with similar applications.
  • 3) Defined. The organizations set of standard
    processes is established and improved over time.
    Projects and organizational units establish their
    defined processes by tailoring the organizations
    set of standard processes according to tailoring
    guidelines.
  • 4) Quantitatively Managed. Detailed measures of
    the software process and product quality are
    collected. Both the software process and products
    are quantitatively understood and controlled.
  • 5) Optimizing. Continuous process improvement is
    enabled by quantitative feedback from the process
    and from piloting innovative ideas and
    technologies.

5
CMMI-SW, v1.1, staged versionProcess Areas by
Maturity Levels and Process Area Categories
Level 4)Quantitatively Managed
Level 1) Initial
Level 5)Optimizing
Level 2) Managed
Level 3) Defined ()
Organizational Process Focus
Organizational Process Performance
Organizational Innovation and Deployment
Process Managem.
Organizational Process Definition
Organizational Training
Integrated Project Managementfor Integrated
Product and Process Development (IPPD)
Project Planning
Quantitative Project Management
Project Managem.
Project Monitoring and Control
Supplier Agreement Management
Risk Management
Requirements Management (REQM)
Requirements Development (RD)
Technical Solution (TS)
Engineering
Product Integration (PI)
Verification (VER)
Validation (VAL)
Configuration Management (CM)
Causal Analysis and Resolution (CAR)
Decision Analysis and Resolution (DAR)
Measurement and Analysis (MA)
Support
Process and Product Quality Assurance (PPQA)
() also includes practices to institutionalize a
defined process for each process area of level 2
6
CMMI-SW, v1.1Verification and Validation (VV)
  • Verification - ensures that the specified
    requirements are satisfied
  • Confirms that (intermediate and final) work
    products properly reflect the requirements
    specified for them
  • Ensures that you built it right
  • Occurs throughout the development of the product
    and work products, beginning with verification of
    the requirements, progressing through the
    verification of the evolving work products, and
    culminating in the verification of the completed
    product
  • Validation - ensures that the product will
    fulfill its intended use
  • Confirms that the (final) product, as provided,
    will fulfill its intended use
  • Ensures that you built the right thing
  • Applied mainly to the product and product
    components in its intended environment, but can
    also be applied to work products (e.g.,
    requirements, designs, prototypes) selected on
    the basis of which are the best predictors of how
    well the product and product component will
    satisfy user needs
  • Both validation and verification activities often
    run concurrently and may use portions of the same
    environment

7
CMMI-SW, v1.1 Interactions Among VV and other
Engineering Process Areas
Requirements
Product and product
component requirements
Alternative
Product
solutions
Product
components
Customer
Require
-
ments
Product components, work products,
verification and validation reports
Customer needs
8
CMMI-SW, v1.1 Process and Product Quality
Assurance (PPQA)
  • Quality Assurance - ensures that planned
    processes are implemented
  • Involves objectively evaluating performed
    processes and work products against applicable
    process descriptions, standards, and procedures,
    and communicating and ensuring resolution of
    noncompliance issues
  • Usually performed by a QA group that is
    independent of the project, or by peers not
    directly involved in the development or
    maintenance of the work product subject to
    evaluation
  • Should begin in the early phases of a project
    (with the participation of the QA group) to
    establish plans, processes, standards, and
    procedures that will add value to the project and
    satisfy its requirements and the organizational
    policies and that will be useable for performing
    QA evaluations, and to designate the specific
    processes and work products that will be
    evaluated
  • VV and PPQA may on occasion address the same
    work product but from different perspectives
    care should be taken to minimize duplication of
    effort

9
CMMI-SW, v1.1 Interactions Among PPQA and other
Process Areas
IPPD
Infrastructure
organizational environment for integration
Ability to develop
and deploy IPPD processes
and supporting assets
Process improvement
Integrated work
proposals
IPPD
environment and
knowledge
people practices
and skill
Defects and
needs
other problems
Quality and
Measurements,
noncompliance
analyses
issues
PPQA
Processes and work products,
Information
standards and procedures
needs
All process areas
Selected
issues
Configuration
Baselines,
Formal
items,
audit reports
evaluations
change
requests
10
CMMI-SW, v1.1Terminology - artifacts
  • Product - any tangible output or service that is
    a result of a process and that is intended for
    delivery to a customer or end user
  • A product is a work product that is delivered to
    the customer
  • Product components - lower level components of
    the product, that are integrated to build the
    product
  • There may be multiple levels of product
    components
  • A product component is any work product that must
    be engineered (requirements defined and designs
    developed and implemented) to achieve the
    intended use of the product throughout its life
  • Work product - any artifact produced by a
    process, including files, documents, parts of the
    product, services, processes, specifications, and
    invoices
  • Examples of processes to be considered as work
    products include a manufacturing process, a
    training process, and a disposal process for the
    product

11
CMMI-SW, v1.1Terminology actors and activities
  • Customer - the party (individual, project, or
    organization) responsible for accepting the
    product or for authorizing payment
  • The customer is external to the project, but not
    necessarily external to the organization
  • The customer may be a higher level project
  • Customers are a subset of stakeholders
  • Stakeholder - a group or individual that is
    affected by or in some way accountable for the
    outcome of an undertaking
  • Stakeholders may include project members,
    suppliers, customers, end users, and others
  • Project manager - the person responsible for
    planning, directing, controlling, structuring,
    and motivating the project and satisfying the
    customer
  • Project - a managed set of interrelated resources
    that delivers one or more products to a customer
    or end user
  • This set of resources has a definite beginning
    and end and typically operates according to a
    plan
  • Such a plan is frequently documented and
    specifies the product to be delivered or
    implemented, the resources and funds used, the
    work to be done, and a schedule for doing the
    work
  • A project can be composed of projects

12
Index
  • Capability Maturity Model Integration for
    Software Engineering (CMMI-SW), Software
    Engineering Institute (SEI), Carnegie Mellon
    University (CMU)
  • Computing Curricula - Software Engineering
     (CC-SE), IEEE Computer Society / ACM
  • Guide to the Software Engineering Body of
    Knowledge (SWEBOK), IEEE Computer Society
  • Certified Software Quality Engineer (CSQE) Body
    of Knowledge, American Society for Quality (ASQ)

13
Software Engineering Education Knowledge (SEEK),
Computing Curriculum Software Engineering
(CC-SE), 2004Knowledge areas and knowledge units
(1/2)
  • Computing Essentials (172 hours)
  • Computer Science foundations
  • Construction technologies
  • Construction tools
  • Formal construction methods
  • Mathematical Engineering Fundamentals (89
    hours)
  • Mathematical foundations
  • Engineering foundations for software
  • Engineering economics for software
  • Professional Practice (35 hours)
  • Group dynamics / psychology
  • Communications skills (specific to SE)
  • Professionalism
  • Software Modeling Analysis (53 hours)
  • Modeling foundations
  • Types of models
  • Analysis fundamentals
  • Requirements fundamentals
  • Eliciting requirements
  • Requirements specification documentation
  • Requirements validation
  • Software Design (45 hours)
  • Design concepts
  • Design strategies
  • Architectural design
  • Human computer interface design
  • Detailed design
  • Design support tools and evaluation

14
CC-SEKnowledge areas and knowledge units (2/2)
Process and Product
Assurance
  • Software Quality (16 hours)
  • Software quality concepts and culture (2 h)
  • Software quality standards (2 h)
  • Software quality processes (4 h)
  • Process assurance (4 h)
  • Product assurance (4 h)
  • Software Management (19 hours)
  • Management concepts
  • Project planning
  • Project personnel and organization
  • Project control
  • Software configuration management
  • Software Verification Validation (42 hours)
  • VV terminology and foundations (5 h)
  • Reviews (6 h)
  • Testing (21 h)
  • Human computer UI testing and evaluation (6 h) ?
    IPC
  • Problem analysis and reporting (4 h)
  • Software Evolution (10 hours)
  • Evolution processes
  • Evolution activities
  • Software Process (13 hours)
  • Process concepts
  • Process implementation

15
CC-SE / SEEK Software Verification Validation
(1/2)
  • Software Verification Validation (42 hours) -gt
    20 h
  • "Software verification and validation uses both
    static and dynamic techniques of system checking
    to ensure that the resulting program satisfies
    its specification and that the program as
    implemented meets the expectations of the
    stakeholders. Static techniques are concerned
    with the analysis and checking of system
    representations throughout all stages of the
    software life cycle, while dynamic techniques
    involve only the implemented system."
  • VV terminology and foundations (5 h ) ? 2h
  • Objectives and constraints of VV
  • Planning the VV effort
  • Documenting VV strategy, including tests and
    other artifacts
  • Metrics Measurement (e.g. reliability,
    usability, performance, etc.)
  • VV involvement at different points in the
    lifecycle

16
CC-SE / SEEK Software Verification Validation
(2/2)
  • Reviews (6 h ) ? 1 h
  • Desk checking
  • Walkthroughs
  • Inspections
  • Human computer UI testing and evaluation (6 h) ?
    IPC
  • The variety of aspects of usefulness and
    usability
  • Heuristic evaluation
  • Cognitive walkthroughs
  • User testing approaches (observation sessions
    etc.)
  • Web usability testing techniques for web sites
  • Formal experiments to test hypotheses about
    specific HCI controls (D)
  • Problem analysis and reporting (4 h) ? 3 h
  • Analyzing failure reports
  • Debugging/fault isolation techniques
  • Defect analysis
  • Problem tracking
  • Testing (21 h ) ? 14h
  • Unit testing
  • Exception handling (writing test cases to trigger
    exception handling designing good handling)
  • Coverage analysis (e.g. statement, branch, basis
    path, multi-condition, dataflow, etc.)
  • Black-box functional testing techniques
  • Integration Testing
  • Developing test cases based on use cases and/or
    customer stories
  • Operational profile-based testing
  • System and acceptance testing
  • Testing across quality attributes (e.g.
    usability, security, compatibility,
    accessibility, etc.)
  • Regression Testing
  • Testing tools
  • Deployment process (D)

17
CC-SE / SEEK Software Quality
  • Software Quality (16 hours) -gt 14 h
  • "Software quality is a pervasive concept that
    affects, and is affected by all aspects of
    software development, support, revision, and
    maintenance. It encompasses the quality of work
    products developed and/or modified (both
    intermediate and deliverable work products) and
    the quality of the work processes used to develop
    and/or modify the work products. Quality work
    product attributes include functionality,
    usability, reliability, safety, security,
    maintainability, portability, efficiency,
    performance, and availability."
  • Software quality concepts and culture (2 h) ?1h
  • Definitions of quality
  • Society's concern for quality
  • The costs and impacts of bad quality
  • A cost of quality model
  • Quality attributes for software (e.g.
    dependability, usability, etc.)
  • The dimensions of quality engineering
  • Roles of people, processes, methods, tools, and
    technology

18
CC-SE / SEEK Software Quality
  • Process assurance (4 h) ? 4
  • The nature of process assurance
  • Quality planning
  • Organizing and reporting for process assurance
  • Techniques of process assurance
  • Product assurance (4 h) ? 3
  • The nature of product assurance
  • Distinctions between assurance and VV
  • Quality product models
  • Root cause analysis and defect prevention
  • Quality product metrics and measurement
  • Assessment of product quality attributes (e.g.
    usability, reliability, availability, etc.)
  • Software quality standards (2 h) ? 2
  • Quality Management Systems
  • ISO/IEEE Standard 12207 Software Life Cycle
    Processes
  • Organizational implementation of standards
  • IEEE software quality-related standards (D)
  • Software quality processes (4 h) ? 4
  • Software quality models and metrics
  • Quality-related aspects of software process
    models
  • Introduction/overview of ISO 15504 and the SEI
    CMMs
  • Quality-related process areas of ISO 15504
  • Quality-related process areas of the SW-CMM and
    the CMMIs
  • The Baldrige Award criteria as applied to
    software engineering (O)
  • Quality aspects of other process models (O)

19
CC-SE / SEEK A proposed course on Software
Quality Assurance (1/2)
  • Software Quality Assurance (37 hours) ? 34 h
  • Broad coverage of software quality and testing.
  • Course Description
  • Quality how to assure it and verify it, and the
    need for a culture of quality. Avoidance of
    errors and other quality problems. Inspections
    and reviews. Testing, verification and validation
    techniques. Process assurance vs. Product
    assurance. Quality process standards. Product and
    process assurance. Problem analysis and
    reporting. Statistical approaches to quality
    control.
  • Learning objectivesUpon completion of this
    course, students will have the ability to
  • Conduct effective and efficient inspections
  • Design and implement comprehensive test plans
  • Apply a wide variety of testing techniques in an
    effective and efficient manner
  • Compute test coverage and yield, according to a
    variety of criteria
  • Use statistical techniques to evaluate the defect
    density and the likelihood of faults
  • Assess a software process to evaluate how
    effective it is at promoting quality

20
CC-SE / SEEK A proposed course on Software
Quality Assurance (2/2)
  • Suggested sequence of teaching modules
  • Introduction to software quality assurance
  • Inspections and reviews
  • Principles of software validation
  • Software verification
  • Software testing
  • Specification based test construction techniques
  • White-box and grey-box testing
  • Control flow oriented test construction
    techniques
  • Data flow oriented test construction techniques
  • Cleanroom approach to quality assurance
  • Software process certification
  • Sample labs and assignments
  • Use of automated testing tools
  • Testing of a wide variety of software
  • Application of a wide variety of testing
    techniques
  • Inspecting of software in teams comparison and
    analysis of results

21
Index
  • Capability Maturity Model Integration for
    Software Engineering (CMMI-SW), Software
    Engineering Institute (SEI), Carnegie Mellon
    University (CMU)
  • Computing Curricula - Software Engineering
     (CC-SE), IEEE Computer Society / ACM
  • Guide to the Software Engineering Body of
    Knowledge (SWEBOK), IEEE Computer Society
  • Certified Software Quality Engineer (CSQE) Body
    of Knowledge, American Society for Quality (ASQ)

22
Guide to the Software Engineering Body of
Knowledge (SWEBOK), Trial Version 1.0, 2001
  • Developed by the IEEE Computer Society
  • Established with the following objectives
  • Promote a consistent view of software engineering
    worldwide.
  • Clarify the placeand set the boundaryof
    software engineering with respect to other
    disciplines such as computer science, project
    management, computer engineering, and
    mathematics.
  • Characterize the contents of the software
    engineering discipline.
  • Provide a topical access to the Software
    Engineering Body of Knowledge.
  • Provide a foundation for curriculum development
    and individual certification and licensing
    material.
  • Describes knowledge expected after 4 years of
    experience as software engineer

23
SEWBOK - Knowledge areas (1/2)
24
SEWBOK - Knowledge areas (2/2)
25
SEWBOK Software Testing
26
SEWBOKSoftware Quality
27
SWEBOK Terminology
  • Verification Validation versus Software Quality
    Assurance
  • SQA governs the procedures meant to build the
    desired quality into the products by assuring
    that the process is well-planned and then applied
    as prescribed
  • VV is aimed more directly at product quality, in
    that it is based on testing that can locate
    deviations and fix them. But it also validates
    the intermediate products and therefore the
    intermediate steps of the software engineering
    process
  • SQA ensures that appropriate types of tests are
    planned, developed, and implemented, and VV
    develops test plans, strategies, cases and
    procedures
  • Testing is a technique for evaluating product
    quality and also for indirectly improving it, by
    identifying defects and problems
  • Software testing consists of the dynamic
    verification of the behavior of a program on a
    finite set of test cases, suitably selected from
    the usually infinite executions domain, against
    the specified expected behavior

28
Index
  • Capability Maturity Model Integration for
    Software Engineering (CMMI-SW), Software
    Engineering Institute (SEI), Carnegie Mellon
    University (CMU)
  • Computing Curricula - Software Engineering
     (CC-SE), IEEE Computer Society / ACM
  • Guide to the Software Engineering Body of
    Knowledge (SWEBOK), IEEE Computer Society
  • Certified Software Quality Engineer (CSQE) Body
    of Knowledge, American Society for Quality (ASQ)

29
Certified Software Quality Engineer (CSQE) Body
of Knowledge, American Society for Quality (ASQ)
  • The CSQE is a professional who has comprehensive
    understanding of software quality development and
    implementation, a thorough understanding of
    software inspection, testing, verification, and
    validation, and can implement software
    development and maintenance processes and
    methods.
  • Requires 8 years of experience (3 if master's or
    doctorate)

30
CSQE Body of KnowledgeI. GENERAL KNOWLEDGE,
CONDUCT, and ETHICS
  • B. Standards, specifications, and models
    (Ap)Identify and use software process and
    assessment models, including ISO 9001, ISO 15504,
    IEEE software standards, IEEE/EIA 12207, SEI
    Capability Maturity Model Integrated (CMMI),
    etc., in a variety of situations.
  • C. Leadership tools and skills (Ap)
  • Organizational leadership
  • Team management
  • Team tools
  • Facilitation skills
  • Communication skills
  • D. Ethical conduct and professional development
  • ASQ Code of Ethics (E)
  • Software liability and safety issues (Ap)
  • Professional training and development (Ap)
  • A. Quality philosophy and principles
  • Benefits of software quality (C)Describe how
    software quality engineering can benefit an
    organization.
  • Prevention vs. detection (C)Describe how quality
    engineering methodologies can reduce the length
    of time for testing and can influence other
    defect detection methods.
  • Organizational and process benchmarking
    (An)Identify, analyze, and model best practices
    at the macro (organizational) and micro (process
    and project) levels. Identify and develop
    business objectives, use metrics to monitor their
    achievement, and provide feedback to close the
    process improvement loop.

31
CSQE Body of KnowledgeII. SOFTWARE QUALITY
MANAGEMENT - A
  • A. Goals and objectives
  • Quality goals and objectives (E)Describe,
    analyze, and evaluate quality goals and
    objectives for programs, projects, and products.
  • Outsourced services (E)Define, analyze, and
    evaluate the impact of acquisitions,
    subcontractor services, and other external
    resources on the organization's goals and
    objectives.
  • Planning (E)Identify, apply, and evaluate
    scheduling and resource requirements necessary to
    achieve quality goals and objectives.
  • Software quality management (SQM) systems
    documentation (C)Identify and describe various
    elements related to SQM system documentation.
  • Customer requirements (E)Analyze and evaluate
    customer requirements and their effect on
    programs, projects, and products.

32
CSQE Body of KnowledgeII. SOFTWARE QUALITY
MANAGEMENT - B
  • B. Methodologies
  • Review, inspection, and testing (E)Define,
    describe, evaluate, and differentiate between
    these defect detection methods.
  • Change management methods (E)Identify and apply
    various methods appropriate for responding to
    changes in technology, organizations,
    environment, human performance, etc.
  • Cost of quality (COQ) (An)Define, differentiate,
    and analyze COQ categories (prevention,
    appraisal, internal failure, external failure)
    and their impact on products and processes.
  • Quality data tracking (E)Define, describe,
    select, and implement information systems and
    models used to track quality data in various
    situations.
  • Problem reporting and corrective action
    procedures (E)Define, describe, analyze, and
    distinguish between these procedures for software
    defects, process nonconformances, and other
    quality system deficiencies.
  • Quality improvement processes (E)Define,
    describe, analyze and distinguish between various
    defect prevention, detection, and removal
    processes, and evaluate process improvement
    opportunities in relation to these tools.

33
CSQE Body of KnowledgeII. SOFTWARE QUALITY
MANAGEMENT - C
  • C. Audits
  • Program development and administration
    (C)Identify roles and responsibilities for
    various audit participants, including team
    leader, team members, auditee, auditor, etc.
  • Audit preparation and execution (C)Define and
    distinguish between various audit types,
    including process, compliance, supplier, system,
    etc. Define and describe various steps in the
    audit process, from scheduling the audit through
    the closing meeting and subsequent follow-up
    activities. Define and identify various tools and
    procedures used in conducting audits.
  • Audit reporting and follow up (Ap)Identify,
    describe, and apply the steps of audit reporting
    and follow up, including the need for and
    verification of corrective action.

34
CSQE Body of KnowledgeIII. SOFTWARE ENGINEERING
PROCESSES
  • A. Environmental conditions
  • Life cycles
  • Systems architecture
  • B. Requirements management
  • Requirements prioritization and evaluation
  • Requirements change management
  • Bi-directional requirements traceability
  • C. Requirements engineering
  • Requirement types
  • Requirements elicitation
  • Requirements analysis and modeling
  • System and software requirements specifications
  • D. Analysis, design, and development methods and
    tools
  • Software design methods
  • Types of software reuse
  • Clean room and other formal methods
  • Software development tools
  • E. Maintenance management
  • Maintenance types
  • Operational maintenance

35
CSQE Body of KnowledgeIV. PROGRAM AND PROJECT
MANAGEMENT
  • A. Planning
  • Project planning elements
  • Goal-setting and deployment
  • Project planning tools
  • Cost and value data
  • B. Tracking and controlling
  • Phase transition control techniques
  • Interpreting and reporting cost of quality (COQ)
    data
  • Tracking elements and methods
  • Project reviews
  • C. Risk management
  • Risk management planning methods
  • Risk probability
  • Product release decisions
  • Software security, safety, and hazard analysis
    issues

36
CSQE Body of KnowledgeV. SOFTWARE METRICS,
MEASUREMENT, AND ANALYTICAL METHODS A,B
  • A. Metrics and measurement theory
  • Definitions
  • Basic measurement theory and techniques
  • Psychology of metrics
  • B. Process and product measurement
  • Process, product, and resource metrics (Ap)
  • Commonly used metrics (Ap)Define and use metrics
    to measure various aspects of software, including
    software complexity, lines of code (LOC),
    non-commented lines of code (NCLOC), design
    defects, requirements volatility, system
    performance, etc.
  • Software quality attributes (C)Identify and
    describe various criteria for measuring
    attributes such as maintainability,
    verifiability, reliability, usability,
    reusability, testability, expandability, etc.
  • Defect detection effectiveness measures
    (Ap)Define, describe, and use defect detection
    measures such as cost, yield, customer impact,
    etc., and track their effectiveness.

37
CSQE Body of KnowledgeV. SOFTWARE METRICS,
MEASUREMENT, AND ANALYTICAL METHODS - C
  • C. Analytical techniques
  • Data integrity (S)Define, use, and interpret
    various techniques to ensure the quality of
    metrics data, its accuracy, completeness,
    timeliness, etc.
  • Quality tools (An)Define, select, and use
    quality analysis and problem-solving tools such
    as flow charts, Pareto charts, cause and effect
    diagrams, check sheets, scatter diagrams, control
    (run) charts, histograms, root cause analysis,
    affinity diagrams, tree diagrams, process
    decision program charts (PDPCs), matrix diagrams,
    interrelationship digraphs, prioritization
    matrices, activity network diagrams.
  • Sampling theory and techniques (An)Describe,
    differentiate, and analyze various sampling
    techniques for use in auditing, testing, product
    acceptance, etc.

38
CSQE Body of KnowledgeVI. SOFTWARE VERIFICATION
AND VALIDATION (VV) - A
  • A. Theory
  • VV planning procedures and tasks (S)Identify
    and select various methods for verification and
    validation, including static analysis, structural
    analysis, mathematical proof, simulation, etc.
    Identify and analyze which tasks should be
    iterated as a result of proposed or completed
    modifications.
  • VV program (An)Describe and analyze methods for
    managing and reviewing a VV program, including
    technical accomplishments, resource utilization,
    program status, etc.
  • Evaluating software products and processes
    (S)Analyze and select various ways of evaluating
    documentation, source code, test and audit
    results, etc., to determine whether user needs
    and project objectives have been satisfied.
  • Interfaces (C)Identify various interfaces used
    with hardware, user, operator, and software
    applications.
  • Program performance and process effectiveness
    (An)Identify and use various methods of
    examining performance and effectiveness.

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CSQE Body of KnowledgeVI. SOFTWARE VERIFICATION
AND VALIDATION (VV) - B
  • B. Reviews and inspections
  • Types (Ap)Define, describe, and use various
    types of reviews and inspections, including
    desk-checking, walk-throughs, Fagan and Gilb
    inspections, technical accomplishments, resource
    utilization, future planning, etc.
  • Items (Ap)Identify, describe, and use various
    review and inspection items, including proposals,
    project charters, specifications, code, tests,
    etc.
  • Processes (Ap)Define, describe, and use various
    review and inspection processes to examine
    objectives, criteria, techniques, methods, etc.
  • Data collection, reports, and summaries
    (Ap)Define, describe, and use terms related to
    data collection, including preparation rates,
    defect density yield, phase containment, etc.

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CSQE Body of KnowledgeVI. SOFTWARE VERIFICATION
AND VALIDATION (VV) - C
  • C. Test planning and design
  • Types of tests (S) Select, apply, and develop
    various types of test, including functional,
    performance, regression, certification,
    environmental load, stress, worst case,
    perfective, exploratory, etc.
  • Test tools (C)Define and describe the
    application and capabilities of commonly used
    test tools such as acceptance test suites,
    utilities (for memory, screen capture,
    string-finding, file viewer, file comparison,
    etc.), and diagnostics (for hardware, software,
    configuration, etc.).
  • Test strategies (S)Identify, analyze, and apply
    various test strategies, including top-down,
    bottom-up, black-box, white-box, simulation,
    automation, etc.
  • Test design (Ap)Identify, describe, and apply
    various types of test design including fault
    insertion, fault-error handling, equivalence
    class partitioning, boundary value, etc.

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CSQE Body of KnowledgeVI. SOFTWARE VERIFICATION
AND VALIDATION (VV) - C
  • C. Test planning and design (cont.)
  • Test coverage of specifications (S)Identify,
    apply, and develop various test coverage
    specifications, including functions, states, data
    and time domains, etc.
  • Test environments (S)Identify various
    environments and use tools such as test
    libraries, drivers, stubs, harnesses, etc., in
    those environments, and describe how simulations
    can be used in test environments.
  • Supplier components and products (Ap)Identify
    the common risks and benefits of incorporating
    purchased software into other software products.
    Use various methods to test supplier components
    and products in the larger system.
  • Test plans (Ap)Identify, describe, and apply
    methods for creating and evaluating test plans
    including system, acceptance, validation, etc.,
    to determine whether project objectives are being
    met.

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CSQE Body of KnowledgeVI. SOFTWARE VERIFICATION
AND VALIDATION (VV) - D
  • D. Test execution and evaluation
  • Test implementation (Ap)Define, describe, and
    use various implementation elements, including
    scheduling, freezing, dependencies, V-model,
    error repair models, acceptance testing, etc.
  • Test documentation (Ap)Define, describe, and use
    various documentation procedures, including
    defect recording and tracking, test report
    completion metrics, trouble reports, input/output
    specifications, etc.
  • Test reviews (S)Describe, develop, and analyze
    various methods of reviewing test efforts,
    including technical accomplishments, future
    planning, risk management, etc.
  • Code coverage metrics (Ap)Define and apply
    various metrics including branch-to-branch,
    condition, domain, McCabe's cyclomatic
    complexity, boundary, etc.
  • Customer deliverables (S)Identify and select
    various methods for testing the accuracy of
    customer deliverables, including packaged or
    downloaded products, license keys, user
    documentation, marketing and training materials,
    etc.
  • Severity of anomalies (E)Identify and select
    various methods for evaluating severity of
    anomalies in software operations.

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CSQE Body of KnowledgeVII. SOFTWARE
CONFIGURATION MANAGEMENT
  • D. Configuration status accounting
  • Status reporting
  • Changes to configuration items and baselines
  • Documentation control
  • E. Configuration audits
  • Functional configuration audit
  • Physical configuration audit
  • F. Release and distribution issues
  • Product release process issues
  • Packaging, production, and distribution
  • A. Configuration infrastructure
  • Configuration management
  • Library/repository processes
  • Defect tracking and library tools
  • B. Configuration identification
  • Configuration items
  • Baselines
  • Configuration identification methods
  • Software builds
  • C. Configuration control
  • Item and baseline control
  • Proposed modifications
  • Review and configuration control boards (CCBs)
  • Concurrent development
  • Traceability
  • Version control
  • Configuration item interfaces

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CSQE Body of KnowledgeLevels of Cognition
(Bloom's Taxonomy)
  • Knowledge Level (K) - Being able to remember or
    recognize terminology, definitions, facts, ideas,
    materials, patterns, sequences, methodologies,
    principles, etc.
  • Comprehension Level (C) - Being able to read and
    understand descriptions, communications, reports,
    tables, diagrams, directions, regulations, etc.
  • Application Level (Ap) - Being able to apply
    ideas, procedures, methods, formulas, principles,
    theories, etc., in job-related situations.
  • Analysis (An) - Being able to break down
    information into its constituent parts and
    recognize the parts relationship to one another
    and how they are organized identify sublevel
    factors or salient data from a complex scenario.
  • Synthesis (S) - Being able to put parts or
    elements together in such a way as to show a
    pattern or structure not clearly there before
    identify which data or information from a complex
    set is appropriate to examine further or from
    which supported conclusions can be drawn.
  • Evaluation (E) - Being able to make judgments
    regarding the value of proposed ideas, solutions,
    methodologies, etc., by using appropriate
    criteria or standards to estimate accuracy,
    effectiveness, economic benefits, etc.

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References and further reading
  • http//www.sei.cmu.edu/cmmi/
  • Capability Maturity Model Integration for
    Software Engineering (CMMI-SW), Software
    Engineering Institute (SEI), Carnegie Mellon
    University (CMU)
  • http//sites.computer.org/ccse/
  • Computing Curricula - Software Engineering
     (CC-SE), IEEE Computer Society / ACM
  • http//www.swebok.org/
  • Guide to the Software Engineering Body of
    Knowledge (SWEBOK), IEEE Computer Society
  • http//www.asq.org/cert/types/csqe/index.html
  • Certified Software Quality Engineer (CSQE) Body
    of Knowledge, American Society for Quality (ASQ)
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