Podcast
Questions and Answers
Critically evaluate the implications of Conway's Law on system modeling, particularly in the context of evolving organizational structures within a software engineering firm.
Critically evaluate the implications of Conway's Law on system modeling, particularly in the context of evolving organizational structures within a software engineering firm.
Conway's Law dictates that system design mirrors organizational structure. Changing organizational structures necessitate corresponding adjustments in system models to maintain alignment, impacting communication, collaboration, and overall system coherence.
Formulate a scenario where the intentional introduction of 'incompleteness' in a UML model becomes a strategic advantage during early-stage requirements elicitation. What specific cognitive biases does this leverage?
Formulate a scenario where the intentional introduction of 'incompleteness' in a UML model becomes a strategic advantage during early-stage requirements elicitation. What specific cognitive biases does this leverage?
An incomplete UML model can stimulate stakeholders to actively participate in the modeling process, providing missing details and correcting inaccuracies. This leverages the endowment effect and loss aversion, motivating stakeholders to 'complete' and 'improve' something they feel partial ownership of.
Synthesize a novel approach to handle temporal inconsistencies across various system models (e.g., activity diagrams, state diagrams) when dealing with systems exhibiting non-deterministic behavior. Explain potential limitations.
Synthesize a novel approach to handle temporal inconsistencies across various system models (e.g., activity diagrams, state diagrams) when dealing with systems exhibiting non-deterministic behavior. Explain potential limitations.
Implement a versioned model repository coupled with a probabilistic temporal logic verifier. Each model change triggers a new version, and the verifier assesses consistency across versions using probabilistic temporal constraints derived from system behavior. The limitation is computational complexity in verifying complex probabilistic temporal logics.
Devise a meta-modeling approach to formally represent and reason about the semantic gap between UML models and executable code. How does this facilitate automated code generation that preserves critical non-functional properties?
Devise a meta-modeling approach to formally represent and reason about the semantic gap between UML models and executable code. How does this facilitate automated code generation that preserves critical non-functional properties?
Articulate the theoretical limits of applying graph transformation techniques to enforce consistency across heterogeneous system models (e.g., linking a SysML parametric diagram to a UML sequence diagram).
Articulate the theoretical limits of applying graph transformation techniques to enforce consistency across heterogeneous system models (e.g., linking a SysML parametric diagram to a UML sequence diagram).
Formulate a precise, concise formal definition of 'architectural drift' and 'architectural erosion' in the context of service-oriented architectures (SOA).
Formulate a precise, concise formal definition of 'architectural drift' and 'architectural erosion' in the context of service-oriented architectures (SOA).
Design a novel method for quantifying the 'coupling' between components in a microservices architecture, accounting for asynchronous communication patterns and eventual consistency.
Design a novel method for quantifying the 'coupling' between components in a microservices architecture, accounting for asynchronous communication patterns and eventual consistency.
Propose an advanced technique leveraging formal methods to guarantee the satisfaction of specific security properties (e.g., non-interference, confidentiality) across architectural transformations in a cloud-native application.
Propose an advanced technique leveraging formal methods to guarantee the satisfaction of specific security properties (e.g., non-interference, confidentiality) across architectural transformations in a cloud-native application.
Develop a conceptual framework for reasoning about the trade-offs between architectural patterns (e.g., microservices vs. monolithic) under conditions of extreme uncertainty in future system requirements and technological landscapes.
Develop a conceptual framework for reasoning about the trade-offs between architectural patterns (e.g., microservices vs. monolithic) under conditions of extreme uncertainty in future system requirements and technological landscapes.
In the context of self-adaptive systems, propose a decentralized architectural control loop that leverages reinforcement learning to dynamically optimize resource allocation and performance while minimizing the risk of cascading failures.
In the context of self-adaptive systems, propose a decentralized architectural control loop that leverages reinforcement learning to dynamically optimize resource allocation and performance while minimizing the risk of cascading failures.
How can you leverage 'models of existing systems' during requirements engineering?
How can you leverage 'models of existing systems' during requirements engineering?
Explain how 'UML Activity Diagrams' can be used in defining business process models.
Explain how 'UML Activity Diagrams' can be used in defining business process models.
Define a scenario where modeling 'system-to-system interaction' is crucial, and explain its importance.
Define a scenario where modeling 'system-to-system interaction' is crucial, and explain its importance.
Explain the significance of defining 'system boundaries' and the factors that influence their positioning.
Explain the significance of defining 'system boundaries' and the factors that influence their positioning.
Describe the role of 'context models' and what they illustrate in system architecture.
Describe the role of 'context models' and what they illustrate in system architecture.
Explain how 'Use Case Diagrams' are utilized in system modeling and what they primarily represent.
Explain how 'Use Case Diagrams' are utilized in system modeling and what they primarily represent.
Describe the utility and components of a 'Sequence Diagram' within UML.
Describe the utility and components of a 'Sequence Diagram' within UML.
What is the chief purpose of a 'Class Diagram' in the context of system modeling?
What is the chief purpose of a 'Class Diagram' in the context of system modeling?
Explain the concept of 'Generalization' in class diagrams and its application for managing complexity.
Explain the concept of 'Generalization' in class diagrams and its application for managing complexity.
What is the meaning and use for 'State Diagrams' in system UML modeling?
What is the meaning and use for 'State Diagrams' in system UML modeling?
Distinguish between 'Data-Driven' and 'Event-Driven' modeling approaches, and provide use case examples for each.
Distinguish between 'Data-Driven' and 'Event-Driven' modeling approaches, and provide use case examples for each.
What constitutes 'Architectural Design' and what are its main motivations?
What constitutes 'Architectural Design' and what are its main motivations?
Describe the '4 + 1 view model of software architecture' and its components.
Describe the '4 + 1 view model of software architecture' and its components.
What are 'Architectural Patterns' and why are they important in software design?
What are 'Architectural Patterns' and why are they important in software design?
Explain the function and main components of the 'Model-View-Controller (MVC)' architectural pattern.
Explain the function and main components of the 'Model-View-Controller (MVC)' architectural pattern.
Describe the key characteristics and use cases for 'Layered Architecture'.
Describe the key characteristics and use cases for 'Layered Architecture'.
Explain the fundamental principle behind the 'Repository Architecture' pattern.
Explain the fundamental principle behind the 'Repository Architecture' pattern.
Characterize the 'Client-Server Architecture' model and its significance.
Characterize the 'Client-Server Architecture' model and its significance.
What are main features of the 'Pipe and Filter Architecture'?
What are main features of the 'Pipe and Filter Architecture'?
What aspects are considered to choose an architectural style?
What aspects are considered to choose an architectural style?
In system modelling, Differentiate between architectural patterns 'in the small' from 'in the large'.
In system modelling, Differentiate between architectural patterns 'in the small' from 'in the large'.
Describe the role of the 'Interpreter' in a generic 'Language Processing System'.
Describe the role of the 'Interpreter' in a generic 'Language Processing System'.
Explain the role and application of 'Data Validation' within the context of the 'MHC-PMS' architecture described.
Explain the role and application of 'Data Validation' within the context of the 'MHC-PMS' architecture described.
How can understanding advantages of using 'explicit architectures' be strategically essential in long-term projects?
How can understanding advantages of using 'explicit architectures' be strategically essential in long-term projects?
In a 'Transaction Processing System', elaborate why each transaction request is processed by a 'transaction manager'.
In a 'Transaction Processing System', elaborate why each transaction request is processed by a 'transaction manager'.
How does data locality influence architectural decisions related to minimizing communication overhead, especially in distributed systems?
How does data locality influence architectural decisions related to minimizing communication overhead, especially in distributed systems?
In the context of architectural design, how does 'cohesion' manifest itself, and why is high cohesion desirable?
In the context of architectural design, how does 'cohesion' manifest itself, and why is high cohesion desirable?
How does the concept of 'non-interference' relate to security requirements in architectural design, and what patterns might be employed to achieve it?
How does the concept of 'non-interference' relate to security requirements in architectural design, and what patterns might be employed to achieve it?
Discuss the challenges and trade-offs associated with implementing an 'eventually consistent' architecture, particularly concerning data integrity and real-time reporting.
Discuss the challenges and trade-offs associated with implementing an 'eventually consistent' architecture, particularly concerning data integrity and real-time reporting.
What are some typical trade-offs presented in 'Client-Server Architecture'?
What are some typical trade-offs presented in 'Client-Server Architecture'?
Flashcards
What is a System?
What is a System?
An integrated set of elements that accomplish a defined objective.
What is System modeling?
What is System modeling?
The process of developing abstract models of a system, each presenting a different view or perspective.
Models of the existing system
Models of the existing system
Used to clarify the existing system and discuss its strengths and weaknesses.
Models of the new system
Models of the new system
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External perspective
External perspective
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Interaction perspective
Interaction perspective
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Structural perspective
Structural perspective
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Behavioral perspective
Behavioral perspective
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UML diagram
UML diagram
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Activity diagrams
Activity diagrams
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Use case diagrams
Use case diagrams
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Sequence diagrams
Sequence diagrams
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Class diagrams
Class diagrams
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State diagrams
State diagrams
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Context models
Context models
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System boundaries
System boundaries
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Context models
Context models
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Process models
Process models
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Interaction models
Interaction models
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System-to-system interaction
System-to-system interaction
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Use case
Use case
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Sequence diagrams
Sequence diagrams
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Which model shows system components?
Which model shows system components?
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What are static models?
What are static models?
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Class diagram
Class diagram
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Class diagrams
Class diagrams
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Association (in class diagrams)
Association (in class diagrams)
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Generalization
Generalization
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Aggregation model
Aggregation model
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Behavioral models
Behavioral models
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Data-driven systems
Data-driven systems
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Data-driven model
Data-driven model
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What type of systems are often event-driven?
What type of systems are often event-driven?
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State machine models
State machine models
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What is Logical(Functional)?
What is Logical(Functional)?
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What is Physical?
What is Physical?
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What is System Design?
What is System Design?
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Architectural design
Architectural design
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MVC pattern structure
MVC pattern structure
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Study Notes
System Modeling
- System is an integrated set of elements achieving a defined objective.
- System modeling develops abstract system models, each presenting a specific viewpoint or perspective
- Representing a system using graphical notation, commonly UML, has becoming synonymous with system modeling
- System modeling aids analysts understand system functionality, and models facilitate customer communication
Existing and Planned System Models
- Models of existing systems are used during requirements engineering
- They help clarify the existing system's functions and serve as a basis for discussing strengths, weaknesses, and new system requirements
- Models of new systems help explain proposed requirements to system stakeholders,
- Engineers use models to discuss design proposals and document systems for implementation
- In model-driven engineering, complete or partial system implementations can be generated from system models
System Perspectives
- Different models can represent the system from different angles
- External perspective: Models the system's context and environment.
- Interaction perspective: Models interactions between the system and its environment, and among system components
- Structural perspective: Models organizational structures of systems and the organization of data.
- Behavioral perspective: Models a system's dynamic behavior and response to events.
Unified Modeling Language (UML) Diagrams
- UML diagrams are based on the UML and visually representing a system as well as main actors, roles, actions, artifacts, and classes
- This is to better understand, alter, maintain, or document system information
- UML diagram types include activity, use case, sequence, class and state diagrams
UML Diagram Types
- Activity diagrams illustrate activities within a process or data processing
- Use case diagrams illustrate interactions between a system and its environment
- Sequence diagrams illustrate interactions between actors, the system, and system components.
- Class diagrams illustrate object classes in a system and their associations.
- State diagrams illustrate how a system reacts to internal and external events
Use of Graphical Models
- Facilitate discussion about existing or proposed systems and they can also support discussion even if incomplete
- Document an existing system, and they should be accurate but need not be complete
- Describe a system in detail to generate a system implementation, in this case it has to be both correct and complete
Context Models
- Context models illustrate a system's operational context and what's outside system boundaries
- Social and organizational concerns impact decisions on placing system boundaries
- Architectural models illustrate the system and its relationship with other systems
System Boundaries
- System boundaries define what's inside and outside the system.
- Also show other systems employed or depended on in the system being developed
- The position of the system boundary impacts system requirements
- Defining a system boundary is a political decision under pressure to maximize influence or minimize workload on different organizations' parts
Process Perspective
- Context models show other systems in the environment, but not how the target system is used
- Process models expose how the system in focus fits into bigger business processes
- UML activity diagrams define business process models
Interaction Models
- User interaction modeling identifies user requirements
- System-to-system interaction modeling reveals potential communication issues
- Component interaction modeling reveals if system structure delivers desired system performance
- Use case and sequence diagrams can be for interaction modeling
Use Case Modeling
- Use cases support requirements elicitation and are now in the UML
- Each use case represents a discrete task with external interactions to a system
- Actors may be people or other systems
- An overview can be shown diagrammatically as well as in detailed text form
Sequence Diagrams
- Sequence diagrams are part of UML to model interactions between actors and objects within a system
- Shows the sequence of interactions in a particular use case
- Objects and actors are listed at the diagram's top, with vertical dotted lines
- Interactions are shown with annotated arrows
Structural Models
- Structural models show a system's organization regarding components and relationships
- These may be static models as it relates to system design, or dynamic models when the organization is executing
- These models are created you are discussing and designing the system architecture
- Class diagrams are the most used structural model for modeling the static structure of object classes
Class Diagrams
- Class diagrams are used to develop object-oriented system models to represent classes and associations
- An object class provides is of a general definition of system objects
- An association is a link signifies a relationship between classes
- Early in software engineering, objects represent real-world things like patients, prescriptions, doctors etc.
Generalization
- Generalization manages complexity daily
- Rather than memorizing details of every entity, entities are put in general classes (animals, cars, houses) and then learn the characteristics of those classes
- This infers that members of these classes share some characteristics e.g. squirrels and rats are rodents
Object Class Aggregation Models
- Aggregation models show how classes as collections are composed of other classes
- These models relate similarly to "part-of" relationships in semantic data models
Behavioral Models
-Behavioral models are of a system's dynamic behavior while executing
- They show system responses to environmental stimuli
- Stimuli can be data which system processes
- Events that trigger processing, possibly with related data
Data-Driven Modeling
- Many business systems are data-processing systems, primarily data-driven
- They're driven by data input into system with very minimal external event processing
- Data-driven models shows the sequence of actions in processing input data to generate output
- The model is used in requirement analysis because they can show end-to-end processing
Event-Driven Modeling
- Real-time systems are often event-driven
- Event-driven modeling exhibits response to external and internal events
- Assumes a system has a finite number of states and events cause transitions from one to another
State Machine Models
- Model system states and system behavior in response to external and internal events
- Showcase system responses to external stimuli
- State machine models display system states as nodes and events as arcs through nodes
- Statecharts are UML components and are used to model state machines
System Design
- The chapter moves onto discussing system design
System Engineering
- System is an integrated set of key elements that helps to achieve the goal
- An interdisciplinary field combining engineering and engineering management
- It focus on how the systems are designed, and managed throughout their life cycle
- A system might be described in a broad way that includes - Logical Functional: What the system is intended to do - Physical Features: How the system aspects look, how it is produced
System Design
- A design represents the product or the system with enough details included to enable it's implementation
- Process of designing architectures, components and interfaces for a system to meet the requirements
- Can be considered using systems theory to produce development
- Model includes data, architecture, interface, component design
Architectural Design
- This process aims at determining the sub-systems to make up as system and the subsystem control as well
- The architecture helps facilitate how the software was designed
- Identifying what hardware and software components make up the system to form a development framework
Architectural Design Cont..
- Helps with the system decompose into interaction system
- Defines relationships among the main structure elements
- The output helps describe the software architecture
Architectural Design Cont..
- Architectural design is part of the early stages of the design process
- Block diagrams are used by defining an overview of the system to understand the feature of all the key components
- This often occurs in part with specific activities
- It allows to link the specifications through to the design process
- It includes identifying the major components and communications within
- The architecture of the Robot Control system
Architectural Abstraction
- Used when the architecture is at a smaller scale concerns about individual program
- The program components are decomposed within these programs
- Large scope architectural issues include complex enterprise systems with programs
- These types of services are delivered through different channels over different computers
Architectural Design Cont..
- Advantages are to have explicit designed to have a better software architecture
- Stakeholders: The architecture being used can help stakeholders with communication
- System analysis helps the system to meed all the non-functional requirements
- Large-scale reuse and helps the product to be better developed
Architectural Representation
- A frequently used method to document is simple blocks diagrams that helps show all the relationship between different entities
- It has been criticized because the - diagrams lack semantic structure - don't show how entities relate to each other
Box and Line Diagram
- Boxes within the diagram help show components that have been decomposed
- Arrows are used to define how data is transmitted or what control signals are passed between components in the direction the arrows are pointing towards
- It's abstract and does not how visible properties related
- They are useful for communicating ideas to relevant stakeholders
Architectural Design Decision
- Creative process where design help helps a system reach functional and non-functional needs
- Its a creactive processed that allows it to work differently based on different needs
- It affects the non-fundamental characteristics of the system
Architecture and Systems Characteristics
- Based on the close relationship to non-functional and software architecture
- Certain architectural structures must be implemented for the system
- Performances can be localized
- Security can be localized within layers
Architectural Safety
- Safety measure must localize safety features for the sub-system
- Availability features must include redundancy
- Maintainability includes using fine-grain replaceable components
Architectural Views
- A four fundamental views must be considered as architecture views - Logical overview - Process Overview - Development Overview - Physical Components
- To properly relate use case one must consider scenarios
Architectural Patterns
- Use patterns are a means to represent and share knowledge
- Stylized design is tried and tested in different environment
- Pattern included different information that one they are used in and not useful in
- Can be represented using a tabular graph design
Layered Architecture
- It models that each sub-system is connected to the the interface of the actual system
- This allows different abstractions, machines be be more specific and set layers of services
- When any lay interface this allows that one adjacent layer to be impacted
- It is often useful in structure system for this way
Repository Architecture
- Sub-System allows that data be exchanged in two ways - The data is accessed to one central database and can be used by the subsystem - Maintain data but the subsystem must be explicitly accessed
- If there is a amount data used the repository must be explicitly used
Client-Server Architecture
- The data processing must be distributed with in range of components
- It can implemented on a single computer
- It is set with stand-alone servers but it can do a variety of things
- The network allows clients to access servers
Applications Architectural
- Applications are designed to help an organization meet its' needs
- Business has many things in common
- generic architecture system helps with system data be modified
Application Types
- Data processings applications process in batch
- Transactions processing is data focused
- The events processes actions based in events
- Formal language specifies languages
Transaction Applications
- E-Commerce
- Reservation systems
Language Architecture Systems
- Compilers
- Command Interpreters
Transaction Processing System
- The process requests help the user better be informed and access data from the database
- User must make an asynchronous request
- The process must be made from transaction manager
Software architecture ATM system
- There are 3 key components - input - process - output
Information System Architecture
- This system has a generic architecture but needs to be layered
- The action must be transaction based, the database needs to be up to date
- The must include
- interface
- communications
- access data
- system data
Internet Web System
- This system must be modeled using the approach system to create and better interface
- Layers allow for a more customized access into Internet base
- The server architecture also must include a multi-tier style to better function
Multi-Tier Design
- Web sever
- Layer applications
- Databases
Language Processing System
- It help the computer understand a natural language and understand it
- Act on the instruction the language uses
- Althirhtms are are used better access data
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