Huawei Certified ICT Associate-Big Data (HCIA-BIGDATA)

Программа курса

1.MapReduce - Distributed Off-line Batch Processing and Yarn - Resource Negotiator

  • Introduction to MapReduce and YARN
  • Functions and Architectures of MapReduce and YARN
  • Resource Management and Task Scheduling of YARN
  • Enhanced Features

2.HBase - Distributed NoSQL Database

  • Introduction to HBase
  • Functions and Architecture of HBase
  • Key Processes of HBase
  • Huawei Enhanced Features of HBase

3.HDFS - Hadoop Distributed File System

  • HDFS Overview and Application Scenarios
  • Position of HDFS in FusionInsight HD
  • HDFS System Architecture
  • Key Features

4.Streaming - Distributed Stream Computing Engine

  • Introduction to Streaming
  • System Architecture
  • Key Features
  • Introduction to StreamCQL

5.Kafka - Distributed Message Subscription System

  • Introduction to Kafka
  • Architecture and Functions of Kafka
  • Key Processes of Kafka

6.Zookeeper - Cluster Distributed Coordination Service

  • Introduction to ZooKeeper
  • Position of ZooKeeper in FusionInsight
  • System Architecture
  • Key Features
  • Relationship with Other Components

7.Big Data Industry and Technological Trends

  • Big Data Era
  • Big Data Application Scope
  • Opportunities and Challenges in the Big Data Era
  • Huawei Big Data Solution

8.FusionInsight HD Solution Overview

  • FusionInsight Overview
  • FusionInsight Features
  • Success Cases of FusionInsight

9.Flume - Massive Logs Aggregation

  • Flume Overview and Architecture
  • Key Characteristics of Flume
  • Flume Applications

10.Hive - Distributed Data Warehouse

  • Introduction to Hive
  • Hive Functions and Architecture
  • Basic Hive Operations

11.Spark2x - In-memory Distributed Computing Engine

  • Spark Overview
  • Spark Principles and Architecture
  • Spark Integration in FusionInsight HD

12.Loader - Data Transformation

  • Introduction to Loader
  • Loader Job Management

13.Flink – Stream Processing and Batch Processing Platform

  • Flink Overview
  • Technical Principles and Architecture of Flink
  • Flink Integration in FusionInsight HD