Huawei Certified ICT Associate-Big Data

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