UCSY's Research Repository

Browsing Faculty of Computer Science by Author "Aye, Kyar Nyo"

Browsing Faculty of Computer Science by Author "Aye, Kyar Nyo"

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  • Big Data Analytics on Large Scale Shared Storage System 
    Aye, Kyar Nyo; Thein, Ni Lar (Tenth International Conference on Computer Applications (ICCA 2012), 2012-02-28)
    In today’s world, almost every enterprise is seeing an explosion of data. They are getting huge amount of digital data generated daily. Such huge amount of data needs to be stored for various reasons. Now the important ...
  • A Comparison of Big Data Analytics Approaches Based on Hadoop MapReduce 
    Aye, Kyar Nyo; Thein, Ni Lar (Eleventh International Conference On Computer Applications (ICCA 2013), 2013-02-26)
    Data continue a massive expansion in scale, diversity, and complexity. Data underpin activities in all sectors of society. Achieving the full transformative potential from the use of data in this increasingly digital world ...
  • Content-Based Multimedia Information Retrieval for Unstructured Data 
    Aye, Kyar Nyo; Thein, Ni Lar (Ninth International Conference on Computer Applications (ICCA 2011), 2011-03-02)
    The Internet is a huge collection of data that is highly unstructured which makes it extremely difficult to search and retrieve valuable information. Due to the massive number of unstructured data, multimedia search ...
  • A Data Rebalancing Mechanism for Gluster File System 
    Aye, Kyar Nyo; Thein, Thandar (Twelfth International Conference on Computer Applications (ICCA 2014), 2014-02-17)
    Data rebalancing is one of the most interesting research areas in distributed file systems. In Gluster file system, data among the storage servers are rebalanced after adding a new storage server to the Gluster storage ...
  • Dynamic Replication Management Scheme for Cloud Storage 
    Thu, May Phyo; Nwe, Khine Moe; Aye, Kyar Nyo (1st International Conference on Advanced Information Technologies (ICAIT), Yangon, 2017-11-01)
    Nowadays, replication technique is widely used in data center storage systems to prevent data loss. Data popularity is a key factor in data replication as popular files are accessed most frequently and then they ...
  • Dynamic Replication Management Scheme for Distributed File System 
    Thu, May Phyo; Nwe, Khine Moe; Aye, Kyar Nyo (1st International Conference on Big Data Analysis and Deep Learning Applications (ICBDL), 2018)
    Nowadays, replication technique is widely used in data center storage systems to prevent data loss. Data popularity is a key factor in data replication as popular files are accessed most frequently and then they ...
  • Dynamic Replication Management Scheme for Hadoop Distributed File System 
    Thu, May Phyo; Nwe, Khine Moe; Aye, Kyar Nyo (Fifteenth International Conference on Computer Applications(ICCA 2017), 2017-02-16)
    Replication is an essential corner stone for data storage not only for traditional storage systems but also for cloud environment. Data popularity is a key factor in data replication as popular files are accessed most ...
  • Efficient Indexing and Searching Framework for Unstructured Data 
    Aye, Kyar Nyo; Thein, Ni Lar (International Conference on Software and Computing Technology (ICSCT), Singapore, 2011-12-10)
    The proliferation of unstructured data continues to grow within organizations of all types. This data growth has introduced the key question of how we effectively find and manage them in the growing sea of information. ...
  • A Platform for Big Data Analytics on Distributed Scale-out Storage System 
    Aye, Kyar Nyo; Thein, Thandar (International Journal of Big Data Intelligence (IJBDI), 2015)
    Big data analytics is the process of examining large amounts of data of a variety of types to uncover hidden patterns, unknown correlations and other useful information. Hadoop-based platform emerges to deal with big ...
  • Replication Based on Data Locality for Hadoop Distributed File System 
    Thu, May Phyo; Nwe, Khine Moe; Aye, Kyar Nyo (9th International Workshop on Computer Science and Engineering (WCSE 2019), Hong Kong, 2019-06-15)
    Replication plays an important role for storage system to improve data availability, throughput and response time for user and control storage cost. Due to different nature of data access pattern, data popularity is ...
  • Security of Real-time Big Data Analytics Pipeline 
    Thein, Khin Me Me; Nyunt, Thi Thi Soe; Aye, Kyar Nyo (International Journal of Advances in Electronics and Computer Science (IJAECS), 2017-02)
    In today’s world, real-time data or streaming data can be conceived as a continuous and changing sequence of data that continuously arrive at a system to store or process. Big Data is also one of the hottest research ...

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