Big Data Fundamentals Quiz

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Questions and Answers

What percentage of enterprise data is typically composed of unstructured data?

  • 30%
  • 90%
  • 80% (correct)
  • 40%

What type of data is generated from sensors, smart meters, and medical devices?

  • Machine-generated Structured Data (correct)
  • Semi-structured Data
  • Unstructured Data
  • Human-generated Structured Data

What is an example of semi-structured data?

  • Image files
  • Financial data
  • XML files (correct)
  • Audio files

What is the main characteristic of unstructured data?

<p>It doesn't fit into a structured database format (D)</p> Signup and view all the answers

What is an example of human-generated structured data?

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

What type of data is generated from web servers, applications, and networks?

<p>Web log data (A)</p> Signup and view all the answers

What enables two applications to talk to each other?

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

What is the primary purpose of redundant physical infrastructure in Big Data?

<p>To ensure data availability and reliability (A)</p> Signup and view all the answers

What is the main concern addressed by security infrastructure in Big Data?

<p>Identity verification and data privacy (A)</p> Signup and view all the answers

What is an example of a distributed file system in Big Data?

<p>Cloud storage (D)</p> Signup and view all the answers

What is the primary function of firewalls in Big Data security?

<p>To monitor and filter incoming data packets (C)</p> Signup and view all the answers

What is a characteristic of Big Data architecture?

<p>Distributed data processing (A)</p> Signup and view all the answers

What type of data is generated when a user clicks a link on a website?

<p>Click-stream data (D)</p> Signup and view all the answers

What is an example of human-generated unstructured data?

<p>Text internal to your company (A)</p> Signup and view all the answers

What is a schema in a relational database?

<p>A structural representation to define database elements (A)</p> Signup and view all the answers

What is an example of machine-generated unstructured data?

<p>Satellite images (D)</p> Signup and view all the answers

What is the main characteristic of data stored in a relational database?

<p>Data is stored in tables (A)</p> Signup and view all the answers

What type of data includes information about a user's interactions with a game?

<p>Gaming-related data (A)</p> Signup and view all the answers

What is the primary challenge of big data in terms of processing capacity?

<p>Data exceeds the processing capacity of conventional database systems (D)</p> Signup and view all the answers

What is the estimated cost of 1 TB of disk storage?

<p>$35 (B)</p> Signup and view all the answers

What is the estimated time it takes to read 1 TB of disk?

<p>3 hours (A)</p> Signup and view all the answers

What are the three V's of big data?

<p>Volume, Velocity, and Variety (C)</p> Signup and view all the answers

What is an example of web data?

<p>E-commerce (A)</p> Signup and view all the answers

How much data does Facebook process daily?

<p>60 TB (C)</p> Signup and view all the answers

What is a key advantage of using cloud-based apps over traditional software installation?

<p>Access to spare processing resources (C)</p> Signup and view all the answers

What is the primary purpose of platform as a service (PaaS)?

<p>To provide a complete development and deployment environment (C)</p> Signup and view all the answers

Why is distributed computing necessary for handling big data?

<p>To enable the distribution of components across a series of nodes (B)</p> Signup and view all the answers

What enables the treatment of all nodes of a data center as one big pool of computing?

<p>Virtualization technology (B)</p> Signup and view all the answers

What is a node in distributed computing?

<p>An element contained within a cluster of systems or within a rack (B)</p> Signup and view all the answers

What is the main challenge in getting performance right for big data?

<p>Having a faster computer (D)</p> Signup and view all the answers

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