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What is the purpose of slicing data into blocks in HDFS?

sobes.tech AI

Answer from AI

In HDFS (Hadoop Distributed File System), data is divided into fixed-size blocks (usually 128 MB or 256 MB) for efficient distributed storage and processing. This allows:

  • Storing large files by breaking them into parts that are distributed across different nodes of the cluster.
  • Processing blocks in parallel on different nodes, which speeds up computations.
  • Ensuring fault tolerance through replication of blocks on multiple nodes.

Thus, block division is a key mechanism of HDFS's scalability and reliability.