On the other hand, if we look into the big data infrastructure, we understand that it typically includes HDFS, Hive, HBase, Storm, Knox, Solr, Kafka, ZooKeeper, and YARN. These bring new security challenges, such as how to secure a distributed data environment, granular data access control, secure storage, privacy data protection, and data governance. From a big data security framework point of view, the following table lists big data security requirements mapping to suggested technical control components:
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Security requirements
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Technical implementation components
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