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GCP Professional Engineer Questions and Correct Answers the Latest Update $11.49   Add to cart

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GCP Professional Engineer Questions and Correct Answers the Latest Update

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  • GCP Professional Engineer

HDFS (Hadoop Distributed File System) Open source, Hadoop system that partitions data across many machines. 1 master node + multiple data nodes. Basis for Cloud Storage. MapReduce Hadoop framework for processing large data sets in parallel. 2 step system- first broken down into key/value p...

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  • November 8, 2024
  • 12
  • 2024/2025
  • Exam (elaborations)
  • Questions & answers
  • GCP Professional Engineer
  • GCP Professional Engineer
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GCP Professional Engineer Questions and
Correct Answers the Latest Update
HDFS (Hadoop Distributed File System)

✓ Open source, Hadoop system that partitions data across many machines. 1 master node +
multiple data nodes. Basis for Cloud Storage.



MapReduce

✓ Hadoop framework for processing large data sets in parallel. 2 step system- first broken
down into key/value pairs, then data set is brought back together.



YARN

✓ Coordinates tasks running on Hadoop cluster and assigns new nodes in case of failure.
Consists of resource manager and node manager



HIVE

✓ Hadoop data warehouse software capable of reading/ writing large data sets using
SQL-like queries



PIG

✓ Hadoop ETL tool to pull, clean/transform, and load data into data warehouses using high
level scripting language. (GCP:DataFlow)



SPARK




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✓ Apache framework for data processing/analytics. Supports SQL queries, processes data
using Resilient Distributed Datasets (RDD's)



HBase

✓ Hadoop Non-relational, No-SQL, columnar database. Runs on HDFS. Good for sparse
datasets. (GCP:BigTable)



Flint/Kafka

✓ Hadoop stream processing framework. Includes windowing using tumbling, sliding, or
session.



Flint/Kafka

✓ Hadoop stream processing framework. Includes windowing using tumbling, sliding, or
session.



Oozie

✓ A service for running and scheduling workflows for Hadoop jobs.



Sqoop

✓ Hadoop framework to transfer data from relational database to HDFS (MySQL)



Identity Access Management (IAM)

✓ Service to enforce member's roles/ permissions




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