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Big Data Architecture

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Thanachart Numnonda

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Big Data Architecture by Mind Map: Big Data Architecture

1. Data Ingestion

1.1. Sqoop

1.2. Flume

1.3. KafKa

2. Visualization

2.1. Data Integration

2.2. Business Analytics

3. Processing

3.1. Batch

3.1.1. MapReduce

3.1.2. Hive

3.1.3. Pig

3.2. SQL

3.3. RealTime

3.3.1. Impala

3.3.2. Spark

3.4. Machine Learning

3.4.1. Mahout

3.4.2. Spark

4. Storage

4.1. Hadoop HDFS

4.2. NoSQL

4.2.1. HBase

4.3. RDBMS

4.4. Object Storage

5. Hadoop Tools

5.1. Cluster Management

5.2. Search