Big data storage and processing can be carried out with the help of Hadoop technology. Hadoop distributed file system store data using chunks, whose size is multiple of 64MB. The …
Y Guan, Z Ma, L Li - Procedia CIRP, 2019 - Elsevier
HDFS has been the core storage service of Hadoop big data platform for many years, with the continuous development of deep learning, artificial intelligence and other technologies …
In next-generation cloud computing clusters, performance of data-intensive applications will be limited, among other factors, by disks data transfer rates. In order to mitigate performance …
MM Hamad - 2020 2nd Al-Noor International Conference for …, 2020 - ieeexplore.ieee.org
The growth of the information and networking technologies such as mobile devices, social media, and cloud applications required an efficient management big data system. Moreover …
N Jagadish Kumar, D Dhinakaran… - Concurrency and … - Wiley Online Library
The Hadoop distributed file system (HDFS) effectively manages data by segmenting it into blocks distributed across DataNodes in its cluster. While default block sizes in Hadoop 2. x …
Today, the data quantities generated and exchanged between information systems continues to increase. Storing and exploiting such quantities require can't be done without …
RWA Fazul, PP Barcelos - IFIP International Conference on Distributed …, 2022 - Springer
Abstract The Hadoop Distributed File System (HDFS) is a robust and flexible file system designed for reliably storing large volumes of data in distributed environments. Its storage …
J Lee, J Lee, SW Lee - Journal of Information Science & …, 2021 - search.ebscohost.com
The key challenge in big data processing frameworks such as Hadoop distributed file system (HDFS) is to optimize the throughput for read operations. Toward this goal, several …
F John, S Gopinath, E Sherly - International Journal of Computer …, 2017 - academia.edu
The Hadoop Distributed File System (HDFS) component of Apache Hadoop helps in distributed storage of big data with a cluster of commodity hardware. HDFS ensures …