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What are the Limitations of Hadoop 1.0 ?

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  • Only one NameNode is possible to configure.
  • Secondary NameNode was to take hourly backup of MetaData from NameNode.
  • It is only suitable for Batch Processing of a vast amount of Data, which is already in the Hadoop System.
  • It is not ideal for Real-time Data Processing.
  • It supports up to 4000 Nodes per Cluster.
  • It has a single component: JobTracker to perform many activities like Resource Management, Job Scheduling, Job Monitoring, Re-scheduling Jobs etc.
  • JobTracker is the single point of failure.
  • It supports only one Name No and One Namespace per Cluster.
  • It does not help the Horizontal Scalability of NameNode.
  • It runs only Map/Reduce jobs.

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