Year: 2025
Type: article
Abstract: In the era of big data, handling and processing large-scale datasets efficiently is paramount. The Hadoop ecosystem, particularly the Hadoop Distributed File System (HDFS) and MapReduce programming model, plays a crucial role in addressing these needs. This paper presents an in-depth analysis of HDFS and MapReduce, highlighting their architecture, functionality, and real-world applications. It explores how these technologies facilitate reliable storage and scalable processing of vast data volumes across distributed computing environments. Additionally, the paper discusses use cases in sectors like healthcare, finance, social media, and scientific research to demonstrate their practical significance.
Author: Vandana Malik
Language: English
Subfield: Information Systems
Field: Computer Science
Domain: Physical Sciences
Open Access status: diamond
OpenAlex ID: W4410824543