Chapter 7 System Models

System models Abstract descriptions of systems whose requirements are being analysed

Objectives To explain why the context of a system should be modelled as part of the RE process To describe behavioural modelling, data modelling and object modelling To introduce some of the notations used in the Unified Modeling Language (UML) To show how CASE workbenches support system modelling

System modelling System modelling helps the analyst to understand the functionality of the system and models are used to communicate with customers Different models present the system from different perspectives External perspective showing the system’s context or environment Behavioural perspective showing the behaviour of the system Structural perspective showing the system or data architecture

Structured methods Structured methods incorporate system modelling as an inherent part of the method Methods define a set of models, a process for deriving these models and rules and guidelines that should apply to the models CASE tools support system modelling as part of a structured method

Method weaknesses They do not model non-functional system requirements They do not usually include information about whether a method is appropriate for a given problem The may produce too much documentation The system models are sometimes too detailed and difficult for users to understand

Model types Data processing model showing how the data is processed at different stages Composition model showing how entities are composed of other entities Architectural model showing principal sub-systems Classification model showing how entities have common characteristics Stimulus/response model showing the system’s reaction to events

Context models Context models are used to illustrate the boundaries of a system Social and organisational concerns may affect the decision on where to position system boundaries Architectural models show the a system and its relationship with other systems

The context of an ATM system

Process models Process models show the overall process and the processes that are supported by the system Data flow models may be used to show the processes and the flow of information from one process to another

Equipment procurement process

Behavioural models Behavioural models are used to describe the overall behaviour of a system Two types of behavioural model are shown here Data processing models that show how data is processed as it moves through the system State machine models that show the systems response to events Both of these models are required for a description of the system’s behaviour

Data-processing models Data flow diagrams are used to model the system’s data processing These show the processing steps as data flows through a system Intrinsic part of many analysis methods Simple and intuitive notation that customers can understand Show end-to-end processing of data

Order processing DFD

Data flow diagrams DFDs model the system from a functional perspective Tracking and documenting how the data associated with a process is helpful to develop an overall understanding of the system Data flow diagrams may also be used in showing the data exchange between a system and other systems in its environment

CASE toolset DFD

State machine models These model the behaviour of the system in response to external and internal events They show the system’s responses to stimuli so are often used for modelling real-time systems State machine models show system states as nodes and events as arcs between these nodes. When an event occurs, the system moves from one state to another Statecharts are an integral part of the UML

Microwave oven model

Microwave oven state description

Microwave oven stimuli

Statecharts Allow the decomposition of a model into sub-models (see following slide) A brief description of the actions is included following the ‘do’ in each state Can be complemented by tables describing the states and the stimuli

Microwave oven operation

Semantic data models Used to describe the logical structure of data processed by the system Entity-relation-attribute model sets out the entities in the system, the relationships between these entities and the entity attributes Widely used in database design. Can readily be implemented using relational databases No specific notation provided in the UML but objects and associations can be used

Software design semantic model

Data dictionaries Data dictionaries are lists of all of the names used in the system models. Descriptions of the entities, relationships and attributes are also included Advantages Support name management and avoid duplication Store of organisational knowledge linking analysis, design and implementation Many CASE workbenches support data dictionaries

Data dictionary entries

Object models Object models describe the system in terms of object classes An object class is an abstraction over a set of objects with common attributes and the services (operations) provided by each object Various object models may be produced Inheritance models Aggregation models Interaction models

Object models Natural ways of reflecting the real-world entities manipulated by the system More abstract entities are more difficult to model using this approach Object class identification is recognised as a difficult process requiring a deep understanding of the application domain Object classes reflecting domain entities are reusable across systems

Inheritance models Organise the domain object classes into a hierarchy Classes at the top of the hierarchy reflect the common features of all classes Object classes inherit their attributes and services from one or more super-classes. these may then be specialised as necessary Class hierarchy design is a difficult process if duplication in different branches is to be avoided

The Unified Modeling Language Devised by the developers of widely used object-oriented analysis and design methods Has become an effective standard for object-oriented modelling Notation Object classes are rectangles with the name at the top, attributes in the middle section and operations in the bottom section Relationships between object classes (known as associations) are shown as lines linking objects Inheritance is referred to as generalisation and is shown ‘upwards’ rather than ‘downwards’ in a hierarchy

Library class hierarchy

User class hierarchy

Multiple inheritance Rather than inheriting the attributes and services from a single parent class, a system which supports multiple inheritance allows object classes to inherit from several super-classes Can lead to semantic conflicts where attributes/services with the same name in different super-classes have different semantics Makes class hierarchy reorganisation more complex

Multiple inheritance

Object aggregation Aggregation model shows how classes which are collections are composed of other classes Similar to the part-of relationship in semantic data models

Object aggregation

Object behaviour modelling A behavioural model shows the interactions between objects to produce some particular system behaviour that is specified as a use-case Sequence diagrams (or collaboration diagrams) in the UML are used to model interaction between objects

Issue of electronic items

CASE workbenches A coherent set of tools that is designed to support related software process activities such as analysis, design or testing Analysis and design workbenches support system modelling during both requirements engineering and system design These workbenches may support a specific design method or may provide support for a creating several different types of system model

An analysis and design workbench

Analysis workbench components Diagram editors Model analysis and checking tools Repository and associated query language Data dictionary Report definition and generation tools Forms definition tools Import/export translators Code generation tools

Key points A model is an abstract system view. Complementary types of model provide different system information Context models show the position of a system in its environment with other systems and processes Data flow models may be used to model the data processing in a system State machine models model the system’s behaviour in response to internal or external events

Key points Semantic data models describe the logical structure of data which is imported to or exported by the systems Object models describe logical system entities, their classification and aggregation Object models describe the logical system entities and their classification and aggregation CASE workbenches support the development of system models

Software Prototyping Rapid software development to validate requirements

Objectives To describe the use of prototypes in different types of development project To discuss evolutionary and throw-away prototyping To introduce three rapid prototyping techniques - high-level language development, database programming and component reuse To explain the need for user interface prototyping

System prototyping Prototyping is the rapid development of a system In the past, the developed system was normally thought of as inferior in some way to the required system so further development was required Now, the boundary between prototyping and normal system development is blurred and many systems are developed using an evolutionary approach

Uses of system prototypes The principal use is to help customers and developers understand the requirements for the system Requirements elicitation. Users can experiment with a prototype to see how the system supports their work Requirements validation. The prototype can reveal errors and omissions in the requirements Prototyping can be considered as a risk reduction activity which reduces requirements risks

Prototyping benefits Misunderstandings between software users and developers are exposed Missing services may be detected and confusing services may be identified A working system is available early in the process The prototype may serve as a basis for deriving a system specification The system can support user training and system testing

Prototyping process

Prototyping benefits Improved system usability Closer match to the system needed Improved design quality Improved maintainability Reduced overall development effort

Prototyping in the software process Evolutionary prototyping An approach to system development where an initial prototype is produced and refined through a number of stages to the final system Throw-away prototyping A prototype which is usually a practical implementation of the system is produced to help discover requirements problems and then discarded. The system is then developed using some other development process

Prototyping objectives The objective of evolutionary prototyping is to deliver a working system to end-users. The development starts with those requirements which are best understood. The objective of throw-away prototyping is to validate or derive the system requirements. The prototyping process starts with those requirements which are poorly understood

Approaches to prototyping

Evolutionary prototyping Must be used for systems where the specification cannot be developed in advance e.g. AI systems and user interface systems Based on techniques which allow rapid system iterations Verification is impossible as there is no specification. Validation means demonstrating the adequacy of the system

Evolutionary prototyping

Evolutionary prototyping advantages Accelerated delivery of the system Rapid delivery and deployment are sometimes more important than functionality or long-term software maintainability User engagement with the system Not only is the system more likely to meet user requirements, they are more likely to commit to the use of the system

Evolutionary prototyping Specification, design and implementation are inter-twined The system is developed as a series of increments that are delivered to the customer Techniques for rapid system development are used such as CASE tools and 4GLs User interfaces are usually developed using a GUI development toolkit

Evolutionary prototyping problems Management problems Existing management processes assume a waterfall model of development Specialist skills are required which may not be available in all development teams Maintenance problems Continual change tends to corrupt system structure so long-term maintenance is expensive Contractual problems

Prototypes as specifications Some parts of the requirements (e.g. safety-critical functions) may be impossible to prototype and so don’t appear in the specification An implementation has no legal standing as a contract Non-functional requirements cannot be adequately tested in a system prototype

Incremental development System is developed and delivered in increments after establishing an overall architecture Requirements and specifications for each increment may be developed Users may experiment with delivered increments while others are being developed. therefore, these serve as a form of prototype system Intended to combine some of the advantages of prototyping but with a more manageable process and better system structure

Incremental development process

Throw-away prototyping Used to reduce requirements risk The prototype is developed from an initial specification, delivered for experiment then discarded The throw-away prototype should NOT be considered as a final system Some system characteristics may have been left out There is no specification for long-term maintenance The system will be poorly structured and difficult to maintain

Throw-away prototyping

Prototype delivery Developers may be pressurised to deliver a throw-away prototype as a final system This is not recommended It may be impossible to tune the prototype to meet non-functional requirements The prototype is inevitably undocumented The system structure will be degraded through changes made during development Normal organisational quality standards may not have been applied

Rapid prototyping techniques Various techniques may be used for rapid development Dynamic high-level language development Database programming Component and application assembly These are not exclusive techniques - they are often used together Visual programming is an inherent part of most prototype development systems

Dynamic high-level languages Languages which include powerful data management facilities Need a large run-time support system. Not normally used for large system development Some languages offer excellent UI development facilities Some languages have an integrated support environment whose facilities may be used in the prototype

Choice of prototyping language What is the application domain of the problem? What user interaction is required? What support environment comes with the language? Different parts of the system may be programmed in different languages. However, there may be problems with language communications

Database programming languages Domain specific languages for business systems based around a database management system Normally include a database query language, a screen generator, a report generator and a spreadsheet. May be integrated with a CASE toolset The language + environment is sometimes known as a fourth-generation language (4GL) Cost-effective for small to medium sized business systems

Database programming

Component and application assembly Prototypes can be created quickly from a set of reusable components plus some mechanism to ‘glue’ these component together The composition mechanism must include control facilities and a mechanism for component communication The system specification must take into account the availability and functionality of existing components

Prototyping with reuse Application level development Entire application systems are integrated with the prototype so that their functionality can be shared For example, if text preparation is required, a standard word processor can be used Component level development Individual components are integrated within a standard framework to implement the system Frame work can be a scripting language or an integration framework such as CORBA

Reusable component composition

Compound documents For some applications, a prototype can be created by developing a compound document This is a document with active elements (such as a spreadsheet) that allow user computations Each active element has an associated application which is invoked when that element is selected The document itself is the integrator for the different applications

Application linking in compound documents

Visual programming Scripting languages such as Visual Basic support visual programming where the prototype is developed by creating a user interface from standard items and associating components with these items A large library of components exists to support this type of development These may be tailored to suit the specific application requirements

Visual programming with reuse

Problems with visual development Difficult to coordinate team-based development No explicit system architecture Complex dependencies between parts of the program can cause maintainability problems

User interface prototyping It is impossible to pre-specify the look and feel of a user interface in an effective way. prototyping is essential UI development consumes an increasing part of overall system development costs User interface generators may be used to ‘draw’ the interface and simulate its functionality with components associated with interface entities Web interfaces may be prototyped using a web site editor

Key points A prototype can be used to give end-users a concrete impression of the system’s capabilities Prototyping is becoming increasingly used for system development where rapid development is essential Throw-away prototyping is used to understand the system requirements In evolutionary prototyping, the system is developed by evolving an initial version to the final version

Key points Rapid development of prototypes is essential. This may require leaving out functionality or relaxing non-functional constraints Prototyping techniques include the use of very high-level languages, database programming and prototype construction from reusable components Prototyping is essential for parts of the system such as the user interface which cannot be effectively pre-specified. Users must be involved in prototype evaluation