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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.