Hadoop
(ฮาดูป)
Definition
Hadoop (ฮาดูป) Tool
Hadoop is an open-source framework that allows for the distributed processing of large data sets across clusters of computers using simple programming models.
Expertise Level
Level 1
Basic
1. Understands the core concepts of Hadoop including HDFS and MapReduce.
2. Can install and configure a basic Hadoop environment.
3. Able to execute simple MapReduce jobs on small data sets.
Level 2
Intermediate
1. Can manage and optimize Hadoop clusters for medium to large data processing tasks.
2. Develops and troubleshoots complex MapReduce jobs and workflows.
3. Familiar with related ecosystem components such as Hive, Pig, or HBase.
Level 3
Advanced
1. Designs and implements scalable Hadoop solutions for large-scale data analytics.
2. Optimizes cluster performance, resource allocation, and fault tolerance at enterprise level.
3. Integrates Hadoop with other big data technologies and ensures security and compliance.
