What is the role of the master node in Apache Spark's architecture?
Apache Spark 3 for Data Engineering and Analytics with Python - The Spark Architecture
Interactive Video
•
Information Technology (IT), Architecture
•
University
•
Hard
Quizizz Content
FREE Resource
The video tutorial explains how Apache Spark operates within a master-slave architecture, where the master node is the driver and the slave nodes are the workers. It details the role of the Spark session and context as entry points for applications, and how operations are executed on worker nodes. The tutorial also covers the function of cluster management systems like Apache Yarn and Mesos, which manage resources and determine the allocation of RAM and CPU for Spark programs. The Spark driver is highlighted as the central coordinator, interacting with the cluster manager to execute processing logic on worker nodes. The video concludes with a brief mention of the Spark unified stack.
Read more
5 questions
Show all answers
1.
OPEN ENDED QUESTION
3 mins • 1 pt
Evaluate responses using AI:
OFF
2.
OPEN ENDED QUESTION
3 mins • 1 pt
Explain how a Spark session is created and its significance in a Spark application.
Evaluate responses using AI:
OFF
3.
OPEN ENDED QUESTION
3 mins • 1 pt
What are the main components of a cluster manager in a resource management system?
Evaluate responses using AI:
OFF
4.
OPEN ENDED QUESTION
3 mins • 1 pt
Describe the interaction between the Spark driver and the cluster manager.
Evaluate responses using AI:
OFF
5.
OPEN ENDED QUESTION
3 mins • 1 pt
What is the purpose of the Spark executor in the Spark architecture?
Evaluate responses using AI:
OFF
Similar Resources on Quizizz
6 questions
Spark Programming in Python for Beginners with Apache Spark 3 - Spark Execution Modes and Cluster Managers
Interactive video
•
University
2 questions
Spark Programming in Python for Beginners with Apache Spark 3 - Spark Execution Modes and Cluster Managers
Interactive video
•
University
2 questions
Spark Programming in Python for Beginners with Apache Spark 3 - Installing Multi-Node Spark Cluster - Demo
Interactive video
•
University
3 questions
Spark Programming in Python for Beginners with Apache Spark 3 - Summarizing Spark Execution Models - When to Use What?
Interactive video
•
University
6 questions
Apache Spark 3 for Data Engineering and Analytics with Python - The Spark Architecture
Interactive video
•
University
3 questions
Spark Programming in Python for Beginners with Apache Spark 3 - Spark Distributed Processing Model - How Your Program Ru
Interactive video
•
University
2 questions
Scala & Spark-Master Big Data with Scala and Spark - Spark Architecture
Interactive video
•
University
8 questions
Spark Programming in Python for Beginners with Apache Spark 3 - Rounding off Summary
Interactive video
•
University
Popular Resources on Quizizz
15 questions
Character Analysis
Quiz
•
4th Grade
17 questions
Chapter 12 - Doing the Right Thing
Quiz
•
9th - 12th Grade
10 questions
American Flag
Quiz
•
1st - 2nd Grade
20 questions
Reading Comprehension
Quiz
•
5th Grade
30 questions
Linear Inequalities
Quiz
•
9th - 12th Grade
20 questions
Types of Credit
Quiz
•
9th - 12th Grade
18 questions
Full S.T.E.A.M. Ahead Summer Academy Pre-Test 24-25
Quiz
•
5th Grade
14 questions
Misplaced and Dangling Modifiers
Quiz
•
6th - 8th Grade