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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Data Ingestion & Ecosystem Integration | 5% | - Sqoop and Flume usage basics - Workflow orchestration with Oozie |
| Topic 2: Hadoop Fundamentals & HDFS | 20% | - HDFS file operations, permissions, and data management - Hadoop 2.0 architecture & YARN |
| Topic 3: Apache Pig Development | 40% | - User-defined functions (UDFs) and optimization - Integration with HCatalog and Hive - Data transformation, filtering, grouping, and joining - Pig Latin syntax, data loading, and storage |
| Topic 4: Apache Hive Development | 35% | - Hive architecture, metastore, and table management - Performance tuning and indexing - HiveQL queries, joins, aggregations, and partitioning - Data types, serialization, and file formats |
In Hadoop 2.0, which TWO of the following processes work together to provide automatic failover of the
NameNode? Choose 2 answers
Correct Answer: B,D 🗳️
MapReduce v2 (MRv2/YARN) is designed to address which two issues?
Correct Answer: A,D 🗳️
Which HDFS command uploads a local file X into an existing HDFS directory Y?
Correct Answer: C 🗳️
The Hadoop framework provides a mechanism for coping with machine issues such as faulty
configuration or impending hardware failure. MapReduce detects that one or a number of machines are
performing poorly and starts more copies of a map or reduce task. All the tasks run simultaneously and
the task finish first are used. This is called:
Correct Answer: E 🗳️
In a MapReduce job, you want each of your input files processed by a single map task. How do you
configure a MapReduce job so that a single map task processes each input file regardless of how many
blocks the input file occupies?
Correct Answer: D 🗳️
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