Big Data & DSS Quiz
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Questions and Answers

Which component is a necessity in a model-based Decision Support System (DSS)?

  • Business intelligence
  • Database
  • Modeling
  • Analytical model (correct)

What must be included in a Decision Support System (DSS)?

  • User interface (correct)
  • Expert system
  • Animation system
  • Business intelligence

Which of the following defines a structured collection of interrelated data for an organization?

  • Data repository
  • Business intelligence
  • Expert system
  • Database (correct)

Which factor does not contribute to the trend of big data?

<p>Cost of storing and retaining big data (A)</p> Signup and view all the answers

Which characteristic is not associated with Big Data?

<p>Verified data flows (B)</p> Signup and view all the answers

What type of storage technology offers minimal features and maximizes storage space while minimizing costs?

<p>Hyperscale Storage (B)</p> Signup and view all the answers

What is the primary definition of big data?

<p>Extremely large datasets beyond traditional data processing capabilities (C)</p> Signup and view all the answers

In the context of big data, what does the term 'Velocity' primarily refer to?

<p>The rate of data flow (A)</p> Signup and view all the answers

Which of the following is NOT categorized under unstructured data?

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

Which of the following best describes the 'Volume' aspect of the 3Vs of big data?

<p>The massive amount of data generated (B)</p> Signup and view all the answers

Which challenge is primarily associated with big data processing?

<p>Real-time processing requirements (D)</p> Signup and view all the answers

Which one of the following is a key characteristic of big data's 'Variety'?

<p>The presence of diverse and different formats of data (B)</p> Signup and view all the answers

Which data type is generally not considered a part of big data?

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

Flashcards

Volume of Big Data

The vast amount of data being created and collected.

Velocity of Big Data

The speed at which data is generated and must be processed.

Variety of Big Data

The different types and formats of data, including structured, semi-structured, and unstructured data.

Handling Diverse Data Types

The ability of big data systems to handle different data types, such as structured, semi-structured, and unstructured data.

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Real-time Processing

The challenge of processing large amounts of data in real-time, ensuring timely and accurate insights.

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Analytical Model

A component typically found in Decision Support Systems (DSS) that helps analyze data and generate insights for informed decision-making. It's crucial for model-based DSS.

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Database

A key element in most Decision Support Systems (DSS) that helps gather, store, and manage the data used for analysis and decision-making.

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Business Intelligence

A general term for a system that facilitates data analysis and understanding, often involving processes like data mining, reporting, and visualization.

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Big Data

Datasets that are so large and complex that traditional data processing methods are inadequate. They often exhibit characteristics like high volume, velocity, variety, veracity, and value.

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Velocity (Big Data)

One of the defining characteristics of Big Data, it refers to the speed at which data is generated, processed, and analyzed. Think of it as the rapid flow of information.

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Data Warehouse

A centralized data repository that aggregates data from multiple sources, enabling comprehensive analysis and decision-making. Think of it as a single, comprehensive source of truth for data.

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Object Storage

A storage technology designed for massive amounts of data, often emphasizing cost-efficiency and scalability. This type of storage minimizes features and focuses on providing ample space at a low cost.

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Scalability (Big Data)

The ability of a system to adapt and grow to handle increasing data volumes and processing demands. Think of it as the flexibility to scale with your data.

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Study Notes

Multiple Choice Questions - Big Data & DSS

  • DSS Key Element: A key element in most Decision Support Systems (DSS) and a necessity in a model-based DSS is an analytical model.

  • DSS Component: A Decision Support System (DSS) must include a user interface.

  • Data Repository: A database is a collection of interrelated data, organized to serve multiple users and applications.

  • Big Data Trend: The cost of storing and retaining big data is a factor that does not propel the trend.

  • Big Data Characteristic: Verified data flows are not a characteristic of Big Data. It focuses on volume, velocity, variety, veracity.

  • Big Data Analysis Technique: Tiered storage is not a technique used in big data analysis. Techniques include distributed storage and parallel processing.

  • Data Warehouse: A data warehouse is a central repository that collects data from various sources.

  • Big Data Storage Selection: Scalability is a crucial characteristic of big data when selecting storage.

  • Big Data Storage Technology: Object storage is a big data storage technology that emphasizes cost-effective massive storage space.

  • Big Data Application: Big Data is about gathering and analyzing massive amounts of data.

  • Definition of Big Data: Big Data refers to extremely large datasets that exceed the capabilities of traditional data processing systems.

  • Big Data Velocity: The main characteristic of big data known as "Velocity" is the speed of data generation and processing.

  • Unstructured Data: Emails, social media posts, and images are examples of unstructured data.

  • 3Vs of Big Data: The 3Vs of Big Data are Variety, Velocity, and Volume.

  • Big Data Processing Challenge: The primary challenge in big data processing is real-time processing.

  • 3Vs of Big Data (Variety): The "Variety" of big data refers to the different types of data it encompasses.

  • Not Big Data: Relational databases are not considered part of big data, although they can contain data that forms part of big data.

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Test your knowledge on Decision Support Systems and Big Data concepts! This quiz covers essential components, characteristics, and analysis techniques related to big data and DSS. Challenge yourself and deepen your understanding of these critical areas in data management.

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