
Big Data Processing Quiz
Authored by Rolf Banziger
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10 questions
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1.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What is the size of the Google Search index?
10 exabytes
100 exabytes
1 zettabyte
1 petabyte
2.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
In the context of k-Means as a MapReduce operation, what does the Reduce function do?
Calculates new centroids of points
Chooses initial means
Splits data into partitions
Orchestrates the entire process
3.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What is Hadoop primarily designed for in the context of big data?
Sequential processing
Parallel computing with MapReduce
Data visualisation
Machine learning algorithms
4.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
Which component of Hadoop is responsible for managing resources and scheduling task execution?
Hadoop Common
MapReduce
HDFS
YARN
5.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What is the main purpose of Resilient Distributed Datasets (RDDs) in Apache Spark?
To manage resources and schedule task execution
To recover from node failures
To perform distributed SQL queries
To store application data in distributed and replicated form
6.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What is the main purpose of Spark Core in Apache Spark?
Scalable machine learning interface
Performing graph-based operations
Working with RDDs
SQL querying capabilities
7.
MULTIPLE CHOICE QUESTION
30 sec • 1 pt
What is the primary advantage of using Apache Spark for data processing?
Ability to run only on Hadoop clusters
Dependency on specific programming languages
Capability to run locally or on a cluster
Integration with limited Big Data systems
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