Process-Control and Architecture Fundamentals

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Questions and Answers

What characterizes the Process-Control Architecture in terms of its structure?

  • It decomposes the system into sub-systems and their interconnections. (correct)
  • It operates exclusively through a centralized data store.
  • It consists solely of independent software components.
  • It directly manipulates data transmission protocols.

Which element is NOT part of the Controller Unit in a Process-Control Architecture?

  • Controlled Variable
  • Input Variable
  • Set Point (correct)
  • Manipulated Variable

What limitation is associated with the common data transmission format mentioned?

  • It facilitates high-speed dynamic interactions.
  • It has minimal overhead in data transformation.
  • It requires a low Common Denominator for ASCII formats. (correct)
  • It is effective for complex data encoding.

In the context of Data Centered Architecture, what does the term 'independent software component' refer to?

<p>A software agent that relies on the data store for operations. (B)</p> Signup and view all the answers

Which component measures an input to the process within the Process-Control Architecture?

<p>Input Variable (A)</p> Signup and view all the answers

What role does the controller play in a Blackboard architecture?

<p>It provides overall supervision and initiates the Blackboard. (C)</p> Signup and view all the answers

Which of the following is NOT an advantage of the Blackboard architecture?

<p>Lower development cost (B)</p> Signup and view all the answers

In Object-Oriented architecture, what is meant by encapsulation?

<p>Hiding the internal state and requiring all interaction to be performed through an object's methods. (A)</p> Signup and view all the answers

How do Knowledge Sources in the Blackboard architecture respond to changes in the data?

<p>They passively wait for changes and then process the data. (B)</p> Signup and view all the answers

What is a major disadvantage of both Object-Oriented and Blackboard architectures?

<p>Both require careful synchronization to avoid conflicts. (D)</p> Signup and view all the answers

In a Component-Based architecture, which aspect is crucial for ensuring system reliability?

<p>Changing the functionality of components without altering their interfaces. (B)</p> Signup and view all the answers

What does the principle of Low Coupling emphasize in Object-Oriented design?

<p>Minimizing dependencies between objects to enhance modularity. (B)</p> Signup and view all the answers

What characterizes Hierarchical architecture in software systems?

<p>It organizes components in a tree-like structure for better management. (D)</p> Signup and view all the answers

What is NOT a key component of architectural styles?

<p>Cycles (A)</p> Signup and view all the answers

Which task is primarily associated with a software architect?

<p>Establishing dynamic control relationships (D)</p> Signup and view all the answers

In which architectural pattern does all software reside in one package?

<p>Monolithic Architecture (A)</p> Signup and view all the answers

Which of the following is NOT a method of communication between subsystems?

<p>Resource allocation (D)</p> Signup and view all the answers

What defines the advantages and disadvantages of a chosen software architecture?

<p>Attributes (C)</p> Signup and view all the answers

Which architectural style is characterized by data flowing through a series of processing elements?

<p>Data Flow Architecture (D)</p> Signup and view all the answers

Which statement best describes a characteristic of asynchronous communication architecture?

<p>It relies on event-based and buffered messaging techniques. (C)</p> Signup and view all the answers

Which of the following is NOT a consideration for software architects during the selection of architectural styles?

<p>User interface design choices (C)</p> Signup and view all the answers

What aspect does not contribute to the definition of software elements?

<p>Visual representation (D)</p> Signup and view all the answers

Which architectural pattern is best suited for applications that require clear functional separation?

<p>Layered Architecture (D)</p> Signup and view all the answers

In the Batch Sequential Architecture (BSA), what is the process that occurs after transactions are validated?

<p>Transactions are sorted (C)</p> Signup and view all the answers

Which of the following is a key characteristic of the Pipes and Filters architecture?

<p>Connections are based on data streams (C)</p> Signup and view all the answers

What are the two main quality attributes associated with Pipes and Filters architecture?

<p>Concurrent and Incremental (B)</p> Signup and view all the answers

In the Data Flow Architecture, what role does a 'Pipe' serve?

<p>It connects data sources to sinks (A)</p> Signup and view all the answers

What is a distinguishing feature of the Batch Sequential Architecture compared to the Pipes and Filters architecture?

<p>It lacks filters for data manipulation (A)</p> Signup and view all the answers

Which component is NOT typically part of the Pipes and Filters architecture?

<p>Validation Unit (C)</p> Signup and view all the answers

What type of update is often performed in the Batch Sequential Architecture after processing transactions?

<p>Batch updates (B)</p> Signup and view all the answers

Which transformation occurs first in a typical Batch Sequential Architecture workflow?

<p>Data validation (D)</p> Signup and view all the answers

What is the primary purpose of incorporating filters in a Pipes and Filters architecture?

<p>To modify or enhance data streams (D)</p> Signup and view all the answers

What happens to rejected transactions in the Batch Sequential Architecture process?

<p>They are eliminated and not processed further (A)</p> Signup and view all the answers

What distinguishes the repository architectural model from the blackboard architectural model?

<p>The repository model keeps the data store passive while agents are active. (C)</p> Signup and view all the answers

Which of the following is NOT an advantage of the repository architectural model?

<p>High dependency on data warehouse structure (D)</p> Signup and view all the answers

In a blackboard architectural model, which role do software units (agents) play?

<p>They contain the domain-specific knowledge and remain passive. (C)</p> Signup and view all the answers

What is a key characteristic of the repository model in terms of agent interaction?

<p>Agents may interact with the repository in both interactive and batch modes. (B)</p> Signup and view all the answers

Which scenario is best suited for using the repository architectural model?

<p>A large, complex information system with multiple agents accessing shared data. (D)</p> Signup and view all the answers

What does the active nature of the blackboard data store facilitate?

<p>Parallel and independent problem-solving by agents. (A)</p> Signup and view all the answers

What is a primary disadvantage of the repository architectural model?

<p>High dependency on the structure, security, and availability of the data warehouse. (C)</p> Signup and view all the answers

In the context of both architectural models, what best describes the relationship between data storage and agent actions?

<p>In the repository model, data storage is passive while agents are active; the opposite is true for the blackboard model. (B)</p> Signup and view all the answers

What is the role of the blackboard in the blackboard architectural model?

<p>To store hypotheses and facts used by agents. (C)</p> Signup and view all the answers

Flashcards

Blackboard Architecture

A data-centric software architecture pattern where components communicate through a shared data store known as the blackboard. Changes in the blackboard trigger responses from knowledge sources.

Controller (Blackboard Architecture)

A software component responsible for initiating and supervising the blackboard and knowledge sources in a blackboard architecture.

Knowledge Source (Blackboard Architecture)

A software component in a blackboard architecture that holds specific knowledge or data related to the problem being solved. They actively process and update the blackboard based on changes made by other components.

Blackboard (Blackboard Architecture)

A central data repository in blackboard architecture where all components share information and updates. Changes in the blackboard trigger responses from knowledge sources.

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Object-Oriented Architecture

A software design approach that structures a system as a collection of interconnected objects. Each object encapsulates data (attributes) and behavior (methods), communicating through messages.

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Encapsulation (Object-Oriented)

A software design principle emphasizing the bundling of data and methods within an object, hiding internal details from external access.

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Inheritance (Object-Oriented)

A software design principle allowing objects to inherit properties and behaviors from parent objects, promoting code reusability and maintainability.

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Polymorphism (Object-Oriented)

A software design principle that allows objects of different classes to be used interchangeably through shared interfaces, promoting flexibility and extensibility.

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Batch Sequential Architecture (BSA)

A sequential data processing approach where data is processed in predefined steps, typically involving stages like validation, sorting, and report generation.

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Pipes and Filters Architecture

A software architecture model that improves sequential batch by allowing concurrent processing of data through a series of independent components.

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Pipe

A component in a Pipes and Filters Architecture that moves data streams between filters.

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Filter

Components in a Pipes and Filters Architecture that perform specific operations or transformations on data.

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Data Source

The data source in a Pipes and Filters Architecture, where the initial data originates.

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Data Sink

The destination for the processed data in a Pipes and Filters Architecture.

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Concurrency

The ability of a Pipes and Filters Architecture to process data concurrently, where multiple filters can operate independently.

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Incremental Processing

The ability of a Pipes and Filters Architecture to process data incrementally, adding new data to the existing data stream.

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Data Stream

The data flow between different components in a Pipes and Filters Architecture.

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Monolithic architecture

A software architecture pattern where all components are bundled within a single executable file, enabling simple communication and deployment, but limiting scalability for complex systems.

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System decomposition

Define the capabilities and responsibilities of software units, enabling independent development and deployment, while adhering to agreed-upon interfaces.

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Establish dynamic control relationships

The process of identifying how data and control flow between different parts of a system, defining the communication patterns and orchestration between subsystems.

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Evaluate architecture styles

The process of evaluating different architecture styles based on their advantages and disadvantages in relation to the specific requirements of the project.

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Trade-off analysis

Analyze and compare different architectural options based on their performance, security, scalability, etc., to make informed decisions about the best choice.

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Data Flow Architecture

Software architecture patterns where data flows sequentially through stages or steps, with each stage performing a specific operation on the data.

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Repository architecture

Software architecture patterns where data is stored centrally in a shared repository, accessed by various components, enabling centralized management and consistency.

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Asynchronous communication architecture

Software architecture patterns where components communicate and interact through message passing, enabling decoupling and asynchronous communication.

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Layered architecture

Software architecture patterns where the system is split into layers, with each layer having specific responsibilities, facilitating modularity and separation of concerns.

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Microservices architecture

A software architecture pattern that involves breaking down a large application into smaller, independent services that communicate with each other via APIs.

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Process-Control Architecture

A software architecture where the system is broken down into smaller units called modules, connected to each other, and controlled by process variables.

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Executor Processing Unit

A component within a Process-Control architecture that is responsible for changing the values of process variables, like the engine speed in a car.

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Controller Unit

A component that receives input, calculates changes for process variables, and sends instructions to the Executor Processing Unit. It analyzes data to determine the necessary adjustments.

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Controlled Variable

A data point within a Process-Control architecture that measures the current state of a process variable, like the actual temperature in a room.

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Input Variable

A data point that provides information about the environment or factors affecting the process, such as the external temperature.

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Blackboard (Data Store)

A blackboard is an active data store in blackboard architecture. It holds information such as hypotheses and facts.

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Knowledge Sources (Agents)

Knowledge sources are passive components in blackboard architecture. They contain domain-specific knowledge and react to changes in the blackboard.

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Agent Access in Repository Architecture

In a repository architecture, agents can access the data store by interacting directly or submitting batch requests for data.

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Use case of Repository Architecture

A repository architecture is ideal for large, complex systems with multiple agents needing access to a shared dataset.

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Use case of Blackboard Architecture

A blackboard architecture is suitable for problems with no fixed solution and multiple agents working independently to find the best solution.

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Advantages of Repository Architecture

The main advantages of a repository architecture include guaranteed data integrity, ease of backup and recovery, and easy software interoperability.

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Disadvantage of Repository Architecture

A major disadvantage of a repository architecture is its dependency on the structure, security, and availability of the data store.

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Benefit of Blackboard Architecture

Blackboard architecture empowers independent agents to work in parallel, making it suitable for systems requiring parallel processing and distributed problem-solving.

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Study Notes

Software Architecture

  • Software architecture is the fundamental organization of a system
  • It encompasses components, their relationships, and the principles guiding design and evolution.
  • It describes the elements of a system, their interactions, and the guiding principles.

Software Development Activities

  • The goal of software design is to craft a model aligning with client requirements and facilitating successful implementation.
  • Software product/system success heavily depends on strong architecture design.

Software Architect Responsibilities

  • Software architects and designers translate system requirements into architectural designs.
  • Employ diverse architectural design strategies.
  • Simplify complex application domains.
  • Resolve software architecture complexities.

Importance of Software Architecture Design

  • Effective design minimizes software development risks.
  • Facilitates orderly team coordination.
  • Enables system traceability for implementation and testing.
  • Enhances software quality attributes.

Software Architecture Role in SDLC

  • Software architecture plays a crucial role in the software development life cycle (SDLC).
  • The Software Requirements Specification (SRS) serves as input for software design.
  • Software Design Description (SDD) reports software architecture or high-level design, combined with detailed system design.

Architectural Styles (Architecture Patterns)

  • Architectural styles abstract common properties of similar designs.
  • Define rules, constraints, and patterns for system structure.
  • Govern overall constituent element types, runtime interaction (flow control and data transfer).
  • Four key components: Elements, Connectors, Attributes, and Constraints.

Software Architect's Tasks

  • Perform system static partitioning
  • Decompose the system into sub-systems and define communications.
  • Employ replaceable sub-systems, facilitated by loose coupling between elements.
  • Establish dynamic control relationships between system subsystems.
  • Consider and evaluate alternative architectures.

Common Software Architecture Patterns

  • Monolithic, Data flow, Data-Centered, Object-oriented, Component-Based, Service-Oriented, Hierarchical, Virtual Machine, Layered, Pipes and Filters, and Broker Architecture

Monolithic Architecture

  • Single package incorporating all program components.
  • Efficient communication between components (local).
  • Suited for small, straightforward software systems.

Data Flow Architecture

  • System viewed as successive data transformations through processing components.
  • Output of preprocessor serves as input for the postprocessor.
  • Common types include Batch Sequential Architecture (BSA), Pipes and Filters, and Process-Control.

Batch Sequential Architecture (BSA)

  • Traditional data processing model (1950s-1970s).
  • Sub-systems execute sequentially, dependent on preceding computations.

Pipes and Filters Architecture

  • Improved form of sequential batch architecture.
  • System divided into data source, pipes, filters, and data sink components.

Data Transfer Types

  • Push-only (write-only): data source pushes data to downstream elements.
  • Pull-only (read-only): data sink pulls data from upstream elements.
  • Push-pull (read-write): filters read data from upstream and write transformed data to downstream.

Process Control Architecture

  • Suitable for embedded systems with process control variables.
  • System decomposed into sub-systems with defined connections.
  • Elements such as controller unit and executor processing unit manipulate variables.

Data Centered Architecture (DCA)

  • Separates data store from independent software components (agents).
  • Centralized data store supports sharing among agents.
  • Communication (invocation) between data and agents can be explicit or implicit.

Repository

  • Data store (passive) managed by active software agents (components).
  • Agents interact interactively or via batch transactions.
  • Suitable for large, complex systems with numerous agents.

Blackboard Architecture

  • Architectural style resembling a classroom’s blackboard.
  • Software units (agents) work in parallel and independently.
  • Blackboard (active data store) holds data and hypotheses, agents contain domain knowledge.
  • Controller unit initiates and manages knowledge sources.

Object Oriented Architecture

  • System comprises interconnected objects with attributes and methods.
  • Objects communicate through message exchanges to complete tasks.
  • Features like abstraction, inheritance, and encapsulation streamline software design.

Component-Based Architecture

  • System subdivided into independent components handling subproblems, deployed separately.
  • Components feature specific functionalities, are reusable, and communicate through interactions.

Hierarchical Architecture

  • System organized in a hierarchy of modules (sub-systems).
  • Lower-level modules provide services to higher-level modules.

Multi-tier Architecture

  • System structured in distinct tiers (front-end, middleware, back-end).
  • Distinct functionalities are assigned to each tier.

Broker Architecture

  • Central broker facilitates communication between clients and servers.
  • Services are exchanged through the broker.

Service Oriented Architecture (SOA)

  • Breaks down applications to small interconnected services.
  • Supports one business need per service.
  • Services utilize diverse communication protocols.

SOA with Grid Computing

  • Service approach facilitates integration with grid computing resources.
  • Clients access distributed resources through the service directory (metadata).

Model-View-Controller (MVC) Architecture

  • Separation of concerns (model, view, controller) manages applications structure.
  • Model (data), View (rendering), Controller (interaction) simplify complex tasks.

Presentation-Abstraction-Controller (PAC) Architecture

  • Application is divided into Presentation, Controller, and Abstraction layers.
  • Components communicate through explicit or implicit invocation mechanism.

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