• DocumentCode
    260044
  • Title

    Addressing Name Node Scalability Issue in Hadoop Distributed File System Using Cache Approach

  • Author

    Mukhopadhyay, Debajyoti ; Agrawal, Chetan ; Maru, Devesh ; Yedale, Pooja ; Gadekar, Pranav

  • Author_Institution
    Dept. of Inf. Technol., Maharashtra Inst. of Technol., Pune, India
  • fYear
    2014
  • fDate
    22-24 Dec. 2014
  • Firstpage
    321
  • Lastpage
    326
  • Abstract
    Hadoop is a distributed batch processing infrastructure which is currently being used for big data management. The foundation of Hadoop consists of Hadoop Distributed File System (HDFS). HDFS presents a client-server architecture comprised of a Name Node and many Data Nodes. The Name Node stores the metadata for the Data Nodes and Data Node stores application data. The Name Node holds file system metadata in memory, and thus the limit to the number of files in a file system is governed by the amount of memory on the Name Node. Thus when the memory on Name Node is full there is no further chance of increasing the cluster capacity. In this paper we have used the concept of cache memory for handling the issue of Name Node scalability. The focus of this paper is to highlight our approach that tries to enhance the current architecture and ensure that Name Node does not reach its threshold value soon.
  • Keywords
    cache storage; client-server systems; data handling; distributed databases; meta data; parallel processing; Big Data management; DataNodes; HDFS; Hadoop distributed file system; NameNode scalability; application data storage; cache approach; cache memory concept; client-server architecture; cluster capacity; distributed batch processing infrastructure; file system meta data; metadata storage; threshold value; Big data; Distributed databases; File systems; Information technology; Memory management; Random access memory; Cache; Data Node; HDFS; Hadoop; Name Node;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Technology (ICIT), 2014 International Conference on
  • Conference_Location
    Bhubaneswar
  • Print_ISBN
    978-1-4799-8083-3
  • Type

    conf

  • DOI
    10.1109/ICIT.2014.18
  • Filename
    7033344