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Introduction to Big Data · End Term · 22 Dec 2024 · September 2024 term · Set QDB4

Question 13: Kubernetes is an open-source system for automating deplo…

Question 13

+2 marksOne correct option

Kubernetes is an open-source system for automating deployment, scaling and management of containerized applications. Google Datastore and HBase are both highly-scalable NoSQL database systems for interactive, real-time applications. Consider the following pipeline choices for effecting the same outcome:

(i) Java producer on VM on GCP - Kafka VM on GCP - Spark Streaming on Hadoop VMs on GCP - HBase on same Hadoop VMs on GCP

(ii) Java producer in Google Cloud Function - Pub/Sub - Dataflow - Datastore

(iii) Java producer in Kubernetes on GCP - Pub/Sub - Spark Streaming on Google Dataproc - Datastore

(iv) Java producer on VM on GCP - Pub/Sub - Dataflow - Datastore

(v) Java producer in Kubernetes on GCP - Kafka VM on GCP - Spark Streaming on Hadoop VMs on GCP - HBase on same Hadoop VMs on GCP

Which option below represents the correct order of pipeline options that has the “most IaaS” entry to the left and the “most PaaS” entry to the right?

  1. A

    (i), (v), (iii), (iv), (ii)

  2. B

    (i), (ii), (iii), (iv), (v)

  3. C

    (ii), (iii), (i), (iv), (v)

  4. D

    (v), (iii), (i), (iv), (ii)

  5. E

    All are equally PaaS / IaaS

Show answer

Correct answer

  • A

    (i), (v), (iii), (iv), (ii)

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Question 13 of 21 in the IIT Madras BS Introduction to Big Data (Intro to Big Data) End Term paper sat on 22 Dec 2024, in the September 2024 term (IIT M DEGREE AN EXAM QDB4 22 Dec 2024). It carries 2 marks.

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