401 Lecture 5
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Questions and Answers

In a pipeline architecture, which component is responsible for initiating the data processing flow?

  • Consumer
  • Producer (correct)
  • Transformer
  • Tester

Which of the following is a key characteristic of pipeline architecture that enhances its efficiency and manageability?

  • Tight coupling
  • Homogeneous components
  • Centralized control
  • Sequential processing (correct)

What role does a 'filter' play in a pipeline architecture, and what is a crucial characteristic of its operation?

  • Manages the overall flow of data, maintaining state across different stages.
  • Accumulates data from multiple sources to create a unified output.
  • Performs a specific, self-contained task, operating independently and generally stateless. (correct)
  • Dynamically adjusts the processing logic of other filters based on real-time conditions.

A software architect is designing a data processing system using a pipeline architecture. The system needs to perform several complex transformations on the data. How should the architect implement these transformations, according to the principles of pipeline architecture?

<p>By implementing each transformation as a separate, independent filter in the pipeline. (D)</p> Signup and view all the answers

What design principle is most crucial when implementing 'pipes' in a pipeline architecture to ensure system efficiency and prevent bottlenecks?

<p>Pipes should be unidirectional and point-to-point to ensure clear data flow. (C)</p> Signup and view all the answers

A key principle of pipeline architecture is 'isolation'. How does this principle contribute to the robustness and maintainability of a system?

<p>By allowing individual components to be modified or replaced without affecting others, as long as the interface remains consistent. (D)</p> Signup and view all the answers

In the context of pipeline architecture, how does the characteristic of 'modularity' directly contribute to the system's scalability and reusability?

<p>By ensuring each component performs a single, well-defined task, making them easier to reuse and scale independently. (D)</p> Signup and view all the answers

Consider a scenario where a pipeline architecture is used for processing high volumes of image data. Which characteristic of pipeline architecture is most critical for maximizing throughput and minimizing latency in this scenario?

<p>Parallelism, to enable concurrent processing of multiple image segments or tasks. (A)</p> Signup and view all the answers

In a monolithic architecture, which characteristic poses the most significant challenge when attempting to update or modify a specific feature?

<p>Tight coupling between components, leading to unintended consequences from changes. (B)</p> Signup and view all the answers

Which of the following is NOT typically considered an advantage of layered architecture in software design?

<p>Reduced complexity in deployment processes. (B)</p> Signup and view all the answers

Considering the characteristics of layered architecture, under what circumstances would it be LEAST suitable?

<p>Projects with strict timelines where rapid initial development is critical without regard for future maintenance. (D)</p> Signup and view all the answers

In the context of software architecture, what primary challenge does a monolithic architecture present in terms of scalability, compared to other architectural styles?

<p>Monolithic architectures require scaling the entire application, even if only certain modules are under heavy load. (D)</p> Signup and view all the answers

Which of the following statements accurately distinguishes between modularity in layered vs. monolithic architectures?

<p>Layered architectures enhance modularity by isolating functionalities into distinct layers, promoting loose coupling, whereas monolithic architectures tend to have interwoven dependencies. (B)</p> Signup and view all the answers

How does the presence of a database layer typically impact the complexity of testing a layered architecture?

<p>It increases complexity due to the need for integration tests that verify data consistency and integrity across layers. (C)</p> Signup and view all the answers

What is the most significant implication of 'separation of concerns' in a layered architecture regarding software maintenance and evolution?

<p>It facilitates independent modification and updates of individual layers without affecting the entire system. (D)</p> Signup and view all the answers

Which of the following architectural characteristics would be MOST compromised in a monolithic application experiencing a sudden surge in user traffic?

<p>Reliability, due to the potential for a single point of failure affecting the entire application. (D)</p> Signup and view all the answers

Flashcards

Architecture Styles

Broad design principles guiding a software system's overall structure.

Monolithic Architecture

A traditional model using one code base for multiple business functions.

Monolithic Characteristics

Designed as a single, self-contained unit; simple to develop and deploy, but difficult to modify.

Layered Architecture

An architectural pattern where functionalities are organized into distinct layers.

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Layered Architecture Function

Each layer offers specific functionalities/services to the layers above it.

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Layered Architecture Benefits

Simplicity, Modularity, Maintainability and Separation of Concerns.

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Common Layers

Presentation, Business Logic, Persistence, (Database Layer).

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Layered Architecture - Good For?

Maintainability and budget constraints.

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Pipeline Architecture

An architectural approach that structures data processing into a series of connected stages.

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Pipes (in Pipeline)

The channels through which data passes between processing stages (filters).

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Filters (in Pipeline)

Independent, stateless processing units that perform a single task in a pipeline.

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Producer (Pipeline)

The starting point of a pipeline, responsible for initiating the data flow.

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Transformer (Pipeline)

A stage that modifies data in a pipeline.

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Tester (Pipeline)

A processing stage that evaluates data against specific criteria and produces an output.

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Consumer (Pipeline)

The termination point of a pipeline, where the final result is used.

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Study Notes

  • Architecture styles are broad design principles that guide the overall structure of a software system.
  • Choosing the right architecture style is critical.
  • It influences the design, implementation, costs, and schedule of software development.
  • Architecture characteristics include scalability, elasticity, maintainability, consistency, teamwork, and portability.
  • Additional architecture characteristics are modularity, flexibility, reusability, interoperability, simplicity, and deployability.
  • Further characteristics include performance, security, reliability, testability, fault tolerance, and update capability.

Monolithic Architecture

  • This is a traditional software development model.
  • A single code base performs multiple business functions.
  • Key characteristics include a single application block and unified deployment.
  • There is no component isolation, interconnection and interdependence as well as tight coupling.
  • The architecture is a self-contained unit that is simple to develop and deploy.
  • It can be difficult to modify without impacting the whole system.

Layered Architecture

  • Each layer provides specific functionalities and services to the layers above it.
  • Key characteristics include simplicity, modularity, maintainability, and separation of concerns.
  • More characteristics include scalability, reusability, testability, interoperability, and flexibility.
  • The presentation layer is the top layer, followed by the business layer, persistence layer, and database layer.
  • The database is another layer.
  • A main class instantiates everything that is required.
  • The architecture is good for demand maintainability and budget contrains.
  • Ideal for small and simple applications.
  • Such architecture is unsuitable for Real time or max performance systems.
  • Edsger Dijkstra, popularized Layered Architecture in the 1960s while working on the theoretical basis for operating systems.
  • His work on structured programming and the abstraction layer concept made software easier to understand, debug, and maintain.
  • These ideas are foundational to how systems are designed today.

Pipeline Architecture

  • This structures the processing of data or tasks as a series of connected processing stages.
  • Key characteristics include sequential processing and modularity.
  • Also: Parallelism, isolation, scalability, reusability, flexibility, simplicity, and testability
  • Pipes form the communication channel between filters.
  • Each pipe is unidirectional and point-to-point between filters.
  • The payload in the pipes may contain any data structure, but architects usually like the idea of small amounts data.
  • Filters are self-contained, independent and stateless.
  • Filters perform one task only.
  • Composite tasks are handled by a sequence of filters.
  • A producer is the starting point of a process.
  • It is outbound only, and sometimes called the source.
  • A transformer accepts input, and optionally performs transformation, then forwards it to the outbound pipe.
  • A tester accepts input, and tests one or more criteria, and optionally produces the output.
  • The consumer is the termination point for the pipeline flow.
  • Consumers may persist the final result of the pipeline process to a database, or display final results on a user interface screen.

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