Big Data Architecture
by Thanachart Numnonda
![Mind Map: Big Data Architecture](https://www.mindmeister.com/image/xlarge/599655796/mind-map-big-data-architecture.png)
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