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Introduction to Big Data · Quiz 2 · 2 Apr 2023 · January 2023 term · Set QPE2

Intro to Big Data Quiz 2 2 Apr 2023 — Question 19

Question 19

+3 marksOne or more correct options

Which of the following is true?

Select all that apply.

  1. A

    Snapshots of source systems can be created using an event capture tool likeCDC and then replaying the events in sequence for that time period.

  2. B

    A data lake is a collection of data to be provided as input for data sciencealgorithms.

  3. C

    Zookeeper is a library for ensuring all services used in big data are monitored,administered and cleaned at appropriate intervals.

  4. D

    A single Spark cluster can have multiple “leader” master nodes.

  5. E

    Spark is optimized for in-memory computation.

  6. F

    Given the RDD underlying a Dataframe, you can recreate the same Dataframeprovided you know the schema

Show answer

Correct answers

  • A

    Snapshots of source systems can be created using an event capture tool likeCDC and then replaying the events in sequence for that time period.

  • E

    Spark is optimized for in-memory computation.

  • F

    Given the RDD underlying a Dataframe, you can recreate the same Dataframeprovided you know the schema

Question 19 of 20 in the IIT Madras BS Introduction to Big Data (Intro to Big Data) Quiz 2 paper sat on 2 Apr 2023, in the January 2023 term (IIT M DEGREE AN3 EXAM QPE3 02 Apr 2023). It carries 3 marks.

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