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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. Hadoop Tools

2.1. Cluster Management

2.2. Search

3. Storage

3.1. Hadoop HDFS

3.2. NoSQL

3.2.1. HBase

3.3. RDBMS

3.4. Object Storage

4. Processing

4.1. Batch

4.1.1. MapReduce

4.1.2. Hive

4.1.3. Pig

4.2. SQL

4.3. RealTime

4.3.1. Impala

4.3.2. Spark

4.4. Machine Learning

4.4.1. Mahout

4.4.2. Spark

5. Visualization

5.1. Data Integration

5.2. Business Analytics