Exploring Big Data Analytics: A Study, Research, and Review of the Hadoop Ecosystem

Registration ID: IJNRD_208307

Published ID: IJNRD2311076

DOI: Click Here to Get

Gaurav Prajapati , Yakshata Poojari

Big data, Big Analytics, Map Reduce, HDFS, Hadoop, Apache-Spark.

Big Data Analytics, essential in the era of data abundance, involves the intricate analysis and extraction of insights from diverse datasets, including structured, unstructured, and semi-structured data. This report provides a comprehensive overview of the burgeoning field of Big Data, which surpasses the processing capabilities of traditional database tools. Big Data plays an increasingly pivotal role in a variety of domains, from Internet search and business informatics to social networks, genomics, and meteorology. However, managing and analyzing these immense datasets presents substantial challenges in the realm of database and data analytics research. Within this presentation, we delve into the compelling research efforts aimed at tackling the Big Data challenge. We explore the techniques underpinning the analysis of Big Data, with a particular focus on the Hadoop platform and its MapReduce algorithm, which facilitates distributed application implementation. Given Hadoop's prominence in Big Data applications, this report offers an in-depth examination of its architecture and components, showcasing its ability to seamlessly scale from single servers to thousands of machines while maintaining a robust fault tolerance mechanism.

Published Paper   E-Certificate

Gaurav Prajapati & Yakshata Poojari (November-2023). Exploring Big Data Analytics: A Study, Research, and Review of the Hadoop Ecosystem. INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT, 8(11), a691-a697. https://ijnrd.org/papers/IJNRD2311076.pdf

Volume 8 Issue 11, November-2023

Pages : a691-a697

Paper Reg. ID: IJNRD_208307

Published Paper Id: IJNRD2311076

Downloads: 000122006

Research Area: Computer Science & Technology 

Country: Kalyan, Maharashtra, India

Published Paper PDF: https://ijnrd.org/papers/IJNRD2311076.pdf

Published Paper URL: https://ijnrd.org/viewpaperforall?paper=IJNRD2311076

Journal Name: INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT(IJNRD)

ISSN: 2456-4184 | IMPACT FACTOR: 8.76 Calculated By Google Scholar | ESTD YEAR: 2016

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