Lecture 19: Design Fundamentals (Core Principles and Quality Metrics)
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Introduction to Software Design
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Let's begin with the definition of software design. It's the creative and systematic process of defining architecture and components based on specified requirements. Can anyone tell me why this process is vital in software development?
It's important because it helps transform vague requirements into a structured solution!
Exactly! By developing a structured approach, we reduce errors during coding. Also, remember the acronym `SLIRD`, which stands for **Structure, Lifecycle, Implementation, Requirements, and Definition** β key aspects that shape our design.
What happens if we skip this step?
Great question! Without a well-thought-out design, coding becomes ad-hoc and can lead to increased costs and maintenance efforts down the line. To summarize, a solid design framework is essential for the overall success of the software.
Levels of Software Design
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Now letβs discuss the two levels of software design: Architectural Design and Detailed Design. Can anyone explain the focus of Architectural Design?
I think it involves defining the overall structure and major components of a system.
Exactly right! Architectural design sets the big picture before we get into the nitty-gritty of Detailed Design, which is about individual components. Use the acronym `FEDS` to remember: **Functions, Entities, Data, Structure**.
So how do we choose the right component patterns?
That's a good question. It often depends on project requirements like scalability, maintainability, and performance. Remember, it's an iterative process that evolves with feedback. To conclude, both levels are pivotal in crafting effective software.
Fundamental Design Principles
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Let's shift gears to fundamental design principles. Who can give me a simple definition of abstraction?
Abstraction is representing essential features while hiding the unnecessary details!
Exactly! It simplifies complex systems. Remember the acronym `MICE` for **Modularity, Information Hiding, Cohesion, and Encapsulation**, key concepts that support effective design.
What about modularity? Why should we focus on it?
Modularity breaks down systems into smaller, self-contained units, making them easier to understand and maintain. Letβs not forget that low coupling and high cohesion are ideal when designing these units. Summarizing, these principles are central to designing robust software.
Design Quality Metrics
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Now, we need to discuss two essential quality metrics: coupling and cohesion. What do you think coupling means?
Coupling refers to the dependency between modules, right?
Correct! Lower coupling means modules can function independently. Think of **BLUES** as your memory aid: **Balance, Loose connections, Uninterrupted functionality, Example of independence, Simplicity**. And how about cohesion?
Higher cohesion means all components of a module should be closely related?
That's perfectly stated. High cohesion indicates a well-focused purpose for the module, contributing to system integrity. In summary, coupling and cohesion are vital to increase maintainability and reduce complexity in software design.
Iterative Nature of Software Design
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Lastly, letβs touch on the iterative nature of software design. What does it mean to have design as a non-linear process?
It means we keep refining our design as we learn from implementation and testing, right?
Exactly! The iterative process allows for continuous improvements based on feedback from various phases. Use `RAPID` as a mnemonic: **Reflect, Adapt, Prototype, Implement, Develop**!
Can design changes affect the entire system?
Absolutely! That's why a flexible design is crucial. To summarize, software design is about evolving and refining our approach to meet the changing requirements effectively.
Introduction & Overview
Read summaries of the section's main ideas at different levels of detail.
Quick Overview
Standard
This section provides an in-depth analysis of software design fundamentals, including the distinction between architectural and detailed designs, vital design principles, and key quality metrics like coupling and cohesion. It also reflects on the iterative nature of software design and its critical role in ensuring system maintainability and scalability.
Detailed
Lecture 19: Design Fundamentals (Core Principles and Quality Metrics)
This section explores the foundational aspects of software design, emphasizing its role as the critical bridge between abstract requirements and concrete code implementation. The following key points are covered:
1. Introduction to Software Design
- Definition: Software design entails the creative and systematic process of defining the architecture, components, modules, interfaces, and data for a software system based on specified requirements.
- Importance: Design not only facilitates a clear path to implementation but also impacts important Non-Functional Requirements (NFRs) such as performance, security, and reliability.
2. Levels of Software Design
- Architectural Design (High-Level Design): Focuses on the macro structure and interactions among major subsystems, defining key components, patterns, and communication methods.
- Detailed Design (Low-Level Design): Elaborates on the internal workings of specific components, including class definitions, algorithms, and interface specifications.
3. Fundamental Design Principles**
- Abstraction, modularity, information hiding, functional decomposition, object-oriented decomposition, and separation of concerns are crucial for creating effective software architectures that promote maintainability and reusability.
4. Design Quality Metrics**
- Coupling: Refers to the degree of interdependence between modules. It is desirable to achieve low coupling to minimize dependencies and enhance module independence.
- Cohesion: Relates to how closely related the internal functionalities of a module are, with higher cohesion being preferable as it indicates a well-defined purpose for the module.
5. The Iterative Nature of Software Design**
- The section acknowledges that design is not a one-time activity. It is an iterative process that involves continuous feedback and refinements based on implementation and testing outcomes.
Key Concepts
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Architectural Design: High-level overview of system structure.
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Detailed Design: Low-level detailing of components.
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Abstraction: Simplifying complex systems by focusing on key features.
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Modularity: Structuring software into self-contained modules.
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Coupling: Degree of interdependence between modules.
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Cohesion: Focus and relatedness of elements within a module.
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Iterative Design: Continuous refinement of design based on feedback.
Examples & Applications
An architectural design may include a layered architecture for a web application, while detailed design specifies the implementation of its components like classes and interfaces.
In a software system managing books, an abstract class could represent a Book, while modules could include FictionBook, NonFictionBook, and LibraryManager handling library operations.
Memory Aids
Interactive tools to help you remember key concepts
Rhymes
In design, abstract we find,
Acronyms
Use `SLIRD` to remember the aspects of software design
Structure
Lifecycle
Implementation
Requirements
Definition.
Flash Cards
Glossary
- Abstraction
The process of representing essential features without including background details.
- Architecture Design
The high-level structuring of a software system emphasizing its major components and their relationships.
- Cohesion
A measure of how closely related and focused the functions of a single module are.
- Coupling
A measure of the degree of interdependence between software modules.
- Design Principles
Guidelines that aid in creating robust and maintainable designs, including abstraction, modularity, and separation of concerns.
- Detailed Design
A low-level design phase that elaborates on internal logic and structure within individual components.
- Iterative Design
A design process that involves refining the design based on continuous feedback.
- Modularity
The principle of breaking down a software system into smaller, self-contained units called modules.
Reference links
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