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| Section | Objectives |
|---|---|
| Topic 1: Hadoop Ecosystem Integration | - MapReduce basics - Data ingestion and ETL workflows - HDFS interaction |
| Topic 2: Data Processing with Pig | - Pig Latin fundamentals
|
| Topic 3: Data Warehousing with Hive | - Advanced Hive features
|
1. Which YARN component is responsible for monitoring the success or failure of a Container?
A) NodeManager
B) ResourceManager
C) JobTracker
D) ApplicationMaster
2. On a cluster running MapReduce v1 (MRv1), a TaskTracker heartbeats into the JobTracker on your
cluster, and alerts the JobTracker it has an open map task slot.
What determines how the JobTracker assigns each map task to a TaskTracker?
A) The number and speed of CPU cores on the TaskTracker node.
B) The average system load on the TaskTracker node over the past fifteen (15) minutes.
C) The amount of free disk space on the TaskTracker node.
D) The location of the InsputSplit to be processed in relation to the location of the node.
E) The amount of RAM installed on the TaskTracker node.
3. Your cluster's HDFS block size in 64MB. You have directory containing 100 plain text files, each of which
is 100MB in size. The InputFormat for your job is TextInputFormat. Determine how many Mappers will
run?
A) 640
B) 200
C) 64
D) 100
4. MapReduce v2 (MRv2/YARN) splits which major functions of the JobTracker into separate daemons?
Select two.
A) Launching tasks
B) Job scheduling/monitoring
C) Job coordination between the ResourceManager and NodeManager
D) Managing file system metadata
E) Resource management
F) Managing tasks
G) Heath states checks (heartbeats)
H) MapReduce metric reporting
5. Which one of the following statements regarding the components of YARN is FALSE?
A) The ResourceManager is responsible for scheduling and allocating resources
B) A client application submits a YARW job to the ResourceManager
C) A Container executes a specific task as assigned by the ApplicationMaster
D) The ResourceManager monitors and restarts any failed Containers
Solutions:
| Question # 1 Answer: B | Question # 2 Answer: D | Question # 3 Answer: B | Question # 4 Answer: B,E | Question # 5 Answer: D |
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