HDFS is a file system unlike most of us may have encountered before. It is not a POSIX compliant file system, which basically means it does not provide the same guarantees as a regular file system.
Fraud is a major concern across all industries. Just name the industry (banking, insurance, government, health care, or retail, for example) and we will find fraud. At the same time.
Deploying a scale-out solution has required significant engineering effort; the system developer often needs to handcraft the mechanisms for data partitioning .
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