Description

Duration

4 Days

24 CPD hours

This course is intended for

This course is appropriate for developers and administrators who intend to use HBase.

Overview

Skills learned on the course include:The use cases and usage occasions for HBase, Hadoop, and RDBMSUsing the HBase shell to directly manipulate HBase tablesDesigning optimal HBase schemas for efficient data storage and recoveryHow to connect to HBase using the Java API, configure the HBase cluster, and administer an HBase clusterBest practices for identifying and resolving performance bottlenecks

Cloudera University?s four-day training course for Apache HBase enables participants to store and access massive quantities of multi-structured data and perform hundreds of thousands of operations per second.

Introduction to Hadoop & HBase

What Is Big Data?

Introducing Hadoop

Hadoop Components

What Is HBase?

Why Use HBase?

Strengths of HBase

HBase in Production

Weaknesses of HBase

HBase Tables

HBase Concepts

HBase Table Fundamentals

Thinking About Table Design

The HBase Shell

Creating Tables with the HBase Shell

Working with Tables

Working with Table Data

HBase Architecture Fundamentals

HBase Regions

HBase Cluster Architecture

HBase and HDFS Data Locality

HBase Schema Design

General Design Considerations

Application-Centric Design

Designing HBase Row Keys

Other HBase Table Features

Basic Data Access with the HBase API

Options to Access HBase Data

Creating and Deleting HBase Tables

Retrieving Data with Get

Retrieving Data with Scan

Inserting and Updating Data

Deleting Data

More Advanced HBase API Features

Filtering Scans

Best Practices

HBase Coprocessors

HBase on the Cluster

How HBase Uses HDFS

Compactions and Splits

HBase Reads & Writes

How HBase Writes Data

How HBase Reads Data

Block Caches for Reading

HBase Performance Tuning

Column Family Considerations

Schema Design Considerations

Configuring for Caching

Dealing with Time Series and Sequential Data

Pre-Splitting Regions

HBase Administration and Cluster Management

HBase Daemons

ZooKeeper Considerations

HBase High Availability

Using the HBase Balancer

Fixing Tables with hbck

HBase Security

HBase Replication & Backup

HBase Replication

HBase Backup

MapReduce and HBase Clusters

Using Hive & Impala with HBase

Using Hive and Impala with HBase

Appendix A: Accessing Data with Python and Thrift

Thrift Usage

Working with Tables

Getting and Putting Data

Scanning Data

Deleting Data

Counters

Filters

Appendix B: OpenTSDB

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Cloudera Training for Apache HBase

By Nexus Human

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