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Optimised Image Storage and Retrieval on Hadoop

Authors :
Dhulavvagol Praveen M.
Gadagkar Akhilesh
Ateeth K.J.
Hegade Gururaj
Poonia Ritik
Totad S.G.
Source :
ITM Web of Conferences, Vol 53, p 03001 (2023)
Publication Year :
2023
Publisher :
EDP Sciences, 2023.

Abstract

With the exponential growth of data, it is difficult to efficiently store and retrieve data using traditional methods. There is a need to optimize the storage and to efficiently retrieve relevant data matching the user query. Traditional methods lack optimized storage and to effectively retrieve data. To overcome these limitations, in this project, we propose a distributed architecture framework to optimize memory usage and to effectively retrieve relevant data using Content-Based Image Retrieval (CBIR). The experimental results show that the proposed model enhances storage performance and retrieval time by 20%.

Subjects

Subjects :
Information technology
T58.5-58.64

Details

Language :
English
ISSN :
22712097
Volume :
53
Database :
Directory of Open Access Journals
Journal :
ITM Web of Conferences
Publication Type :
Academic Journal
Accession number :
edsdoj.1cc59386be18470dbf4f15536d23dc71
Document Type :
article
Full Text :
https://doi.org/10.1051/itmconf/20235303001