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Improvised Distributions framework of Hadoop: A review

Author

Listed:
  • Baydaa Hassan Husain

    (SE Department, Erbil Polytechnic University, Erbil – Kurdistan Region – Iraq)

  • Subhi R. M. Zeebaree

    (Information Technology Department, Duhok Polytechnic University, Duhok – Kurdistan Region – Iraq)

Abstract

HADOOP is an open-source virtualization technology that allows the distributed processing of large data sets across standardized server clusters. With two modules, HADOOP Distributed File System (HDFS) and MapReduce framework, it is designed to scale single servers to thousands of computers, providing local computation and storage. Over a decade after HADOOP emerged on the forefront as an open system for Big Data analysis. Its growth has prompted several improvisations for particular data processing needs, based on the type of processing conditions at various periods of computation. This paper, through reviewing several kinds of research provides the basic HADOOP system structure and the description of the MapReduce, HDFS Efficiency. Explaining how the HADOOP framework can overcome the “5Vs” challenges in Big Data. However, in addition to the many benefits of the HADOOP system, like fault tolerance, reliability, high availability, scalable, decreases execution time, reduces latency, improve the security issues, improving the quality of data analysis, better scheduling model, and cost-efficiently. On the other hand, there were some barriers and challenges regarding adjusting data regularly, security issues, and load balancing. Finally, the certainly benefit and challenges of the HADOOP system have been represented paving the way for the future research to find solutions to these challenges.

Suggested Citation

  • Baydaa Hassan Husain & Subhi R. M. Zeebaree, 2021. "Improvised Distributions framework of Hadoop: A review," International Journal of Science and Business, IJSAB International, vol. 5(2), pages 31-41.
    • Handle: RePEc:aif:journl:v:5:y:2021:i:2:p:31-41
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    References listed on IDEAS

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    1. Kurdistan Wns HamaAli & Subhi R. M. Zeebaree, 2021. "Resources Allocation for Distributed Systems: A Review," International Journal of Science and Business, IJSAB International, vol. 5(2), pages 76-88.
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    Cited by:

    1. Ibrahim Shamal Abdulkhaleq & Subhi R. M. Zeebaree, 2021. "State of Art for Distributed Databases: Faster Data Access, processing, Growth Facilitation and Improved Communications," International Journal of Science and Business, IJSAB International, vol. 5(3), pages 126-136.
    2. Mohammed J. Sadeeq & Subhi R. M. Zeebaree, 2021. "Semantic Search Engine Optimisation (SSEO) for Dynamic Websites: A Review," International Journal of Science and Business, IJSAB International, vol. 5(3), pages 148-158.

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