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Hadoop: a distributed file architecture.
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The HDFS is a distributed file system that uses master/slave architecture and that is capable of storing large volumes of data.
The architecture of Hadoop cluster is shown in Figure 3. Hadoop distributed file system (HDFS) is the distribution file system used by Hadoop framework in default.
This chapter furthermore discusses about storage subsystems, architecture and functionality of centralized and distributed file systems with emphasis on network file system (NFS) and common internet file system (CIFS), optimization possibilities at the level of the file system and by new I/O architectures, and finally performance improvements available with parallelized file systems.
The architecture shows the AWS components used by DERIV including AWS EC2 cluster and S3 distributed file store.
hadoop distributed file system.
However, traditional file system based software solutions are still being used with the distributed file system.
In this paper, we purpose a new architecture based on HDFS, combined with network coding and multi-node reading, to improve the security and storage efficiency of the distributed file system.
This filtration and encryption is carried out before the files are passed onto the Hadoop distributed file system.
In this paper, a technique for efficiently storing small size files in Hadoop distributed file system has been proposed.
These applications will require a more flexible file access mechanism than what is provided by conventional distributed file systems.
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