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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