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Topics of Cloudera CCA-332: Cloudera Certified Administrator for Apache Hadoop Exam

The syllabus outline for the Cloudera CCA-332: Cloudera Certified Administrator for Apache Hadoop Exam is described below with the main subsections for each section listed. A detailed view of how these sections are distributed in the exams can be found in the CLOUDERA CCA-332 practice exams:

Set up a local CDH repository

  • Add a new node to an existing cluster
  • Add a service using Cloudera Manager
  • Install CDH using Cloudera Manager
  • Perform basic and advanced configuration needed to effectively administer a Hadoop cluster
  • Perform OS-level configuration for Hadoop installation
  • Install Cloudera Manager server and agents

Configure a service using Cloudera Manager

  • Configure ResourceManager HA
  • Maintain and modify the cluster to support day-to-day operations in the enterprise
  • Configure proxy for Hiveserver2/Impala
  • Configure NameNode HA
  • Create an HDFS user's home directory

Rebalance the cluster

  • Commission/decommission a node
  • Set up alerting for excessive disk fill
  • Enable relevant services and configure the cluster to meet goals defined by security policy; demonstrate knowledge of basic security practices
  • Define and install a rack topology script
  • Install new type of I/O compression library in cluster
  • Revise YARN resource assignment based on user feedback

Configure HDFS ACLs

  • Configure Hue user authorization and authentication
  • Enable/configure log and query redaction
  • Install and configure Sentry
  • Benchmark the cluster operational metrics, test system configuration for operation and efficiency
  • Create encrypted zones in HDFS

Execute file system commands via HTTPFS

  • Efficiently copy data within a cluster/between clusters
  • Demonstrate ability to find the root cause of a problem, optimize inefficient execution, and resolve resource contention scenarios
  • Benchmark the cluster (I/O, CPU, network)
  • Create/restore a snapshot of an HDFS directory
  • Get/set ACLs for a file or directory structure

Resolve errors/warnings in Cloudera Manager

  • Determine reason for application failure Configure the Fair Scheduler to resolve application delays
  • Resolve performance problems/errors in cluster operation

What is the duration, language, and format of the Cloudera CCA-332: Cloudera Certified Administrator for Apache Hadoop Exam

  • Language of Exam: English
  • Passing score: 70%
  • Number of questions: 8 to 10
  • Format: Performance-based hands-on tasks on Cloudera Enterprise Cluster
  • Time Allowed: 120 minutes

How to Prepare For Cloudera CCA-332: Cloudera Certified Administrator for Apache Hadoop Exam

Preparation Guide for Cloudera CCA-332: Cloudera Certified Administrator for Apache Hadoop Exam

Introduction

Cloudera regulates the CCA Spark and Hadoop Developer. Cloudera, Inc. is a product company based in the United States that provides a cloud-based or on-premises data design, data warehousing, AI, and inquiry programming platform. In the CCP scheme, the CCA explores specific skills and draws focus to the institutions for a candidate to gain dominance.

Cloudera began as a hybrid open-source Apache Hadoop dispersion that specialized in venture-class executions of the technology (Cloudera Distribution Including Apache Hadoop). Cloudera states that more than half of its specialized presentation goes upstream to the various open source initiatives (Apache Spark, Apache Hive, Apache Avro, Apache HBase, and so on) that come together to form the backbone of Apache Hadoop. Cloudera is also a supporter of the Apache Software Foundation.

The aim of this test control is to give you access to the Cloudera CCA-332 practice exams as well as all of the required test details, as well as to help you set up the Cloudera CCA-332: Cloudera Certified Administrator for Apache Hadoop exam. This guide includes information on the affirmation test's target audience, suggested preparation and documentation, and a comprehensive list of test objectives, all of which can help you get a passing score and increase the chances of completing the test quickly.

Cloudera CCA-332: Cloudera Certified Administrator for Apache Hadoop Exam Certification Path

CCA-332: The CCA Spark and Hadoop Developer Exam is the foundational exam. Applicants who successfully complete the course will be awarded the title of Cloudera CCA 332 Spark Developer. A basic understanding of programming is needed. It is not essential to have any previous awareness of Spark or Hadoop. Apache Spark samples and hands-on tests are given in Scala and Python. The ability to program is needed in one of those languages. A basic understanding of the Linux command line is assumed. It's beneficial to have a basic understanding of SQL.

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Cloudera CCA-332 Exam Syllabus Topics:

SectionObjectives
Topic 1: Security and Governance- Authentication and Authorization
  • 1. HDFS permissions and ACLs
    • 2. Kerberos integration basics
      - Audit and Compliance
      • 1. Access logging and auditing
        • 2. Secure cluster configuration practices
          Topic 2: Cluster Maintenance and Troubleshooting- Monitoring and Diagnostics
          • 1. Log analysis and metrics monitoring
            • 2. Cluster health checks
              - Failure Recovery
              • 1. Data recovery procedures
                • 2. Node failure handling
                  Topic 3: HDFS Administration- Cluster Health
                  • 1. Balancing and recovery procedures
                    • 2. NameNode and DataNode monitoring
                      - Storage Management
                      • 1. File system operations (put, get, ls, rm)
                        • 2. Replication factor configuration
                          Topic 4: YARN and Resource Management- Resource Scheduling
                          • 1. Queue management and allocation
                            • 2. Capacity Scheduler configuration
                              - Application Management
                              • 1. Job submission and tracking
                                • 2. Resource utilization monitoring
                                  Topic 5: Hadoop Cluster Architecture- Core Hadoop Components
                                  • 1. HDFS architecture and components
                                    • 2. MapReduce execution flow
                                      • 3. YARN resource management model
                                        - Cluster Deployment
                                        • 1. Cluster planning and installation
                                          • 2. Node configuration and role assignment

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