JOURNAL ARTICLE

Referential DNA Data Compression using Hadoop Map Reduce Framework

Raju BhukyaSumit Deshmuk

Year: 2019 Journal:   The International Arab Journal of Information Technology Vol: 17 (2)Pages: 207-214   Publisher: Zarqa University

Abstract

The indispensable knowledge of Deoxyribonucleic Acid (DNA) sequences and sharply reducing cost of the DNA sequencing techniques has attracted numerous researchers in the field of Genetics. These sequences are getting available at an exponential rate leading to the bulging size of molecular biology databases making large disk arrays and compute clusters inevitable for analysis.In this paper, we proposed referential DNA data compression using hadoop MapReduce Framework to process humongous amount of genetic data in distributed environment on high performance compute clusters. Our method has successfully achieved a better balance between compression ratio and the amount of time required for DNA data compression as compared to other Referential DNA Data Compression methods.

Keywords:
Computer science Data compression Compression ratio Compression (physics) Process (computing) DNA sequencing Data mining Volume (thermodynamics) DNA Field (mathematics) Database Algorithm Genetics Biology Operating system Mathematics

Metrics

0
Cited By
0.00
FWCI (Field Weighted Citation Impact)
9
Refs
0.24
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Topics

Caching and Content Delivery
Physical Sciences →  Computer Science →  Computer Networks and Communications
Algorithms and Data Compression
Physical Sciences →  Computer Science →  Artificial Intelligence
Advanced Data Storage Technologies
Physical Sciences →  Computer Science →  Computer Networks and Communications

Related Documents

JOURNAL ARTICLE

Parallel DBSCAN Clustering Algorithm Using Hadoop Map-reduce Framework for Spatial Data

C. Maithri.H. Chandramouli

Journal:   International Journal of Information Technology and Computer Science Year: 2022 Vol: 14 (6)Pages: 1-12
JOURNAL ARTICLE

Document Clustering with Map Reduce using Hadoop Framework

Manthan Chelenahalli Satish

Journal:   International Journal on Recent and Innovation Trends in Computing and Communication Year: 2015 Vol: 3 (1)Pages: 409-413
JOURNAL ARTICLE

BIG DATA ANALYSIS USING HADOOP MAP REDUCE

Brajesh Mishra

Journal:   International Research Journal of Computer Science Year: 2020 Vol: 07 (05)Pages: 114-122
JOURNAL ARTICLE

YOUTUBE DATA ANALYSIS USING HADOOP FRAMEWORK

Thogaricheti AshwiniSahana LME MahalakshmiShweta S Padti

Journal:   International Journal of Engineering Applied Sciences and Technology Year: 2021 Vol: 5 (11)
© 2026 ScienceGate Book Chapters — All rights reserved.