Modelling of Efficient Graph-aware Data Storage using DNA

Asad Usmani, Lena Wiese

2022

Abstract

The global demand for massive data archival with a yearly exponential growth rate is near to outpacing the capability of the conventional world storage media. Fortunately, DNA (Deoxyribonucleic acid) storage has made a substantial breakthrough for archiving such vast data for a long time. Though many scientists have made remarkable efforts to use DNA storage as a promising emergent solution for archiving raw data, not anyone has exploited it to store graph-aware encoded data. Desirably, the exploitation of graph-aware data archiving has notable advantages over raw data. That supports data portability and significantly reduces the concerned data size for DNA storage in terms of nucleotides. Hence, it benefits us in database operational cost reduction. We present a theoretical model for efficient DNA storage of simple graph-based scientific data. Furthermore, some simple graph-based datasets, particularly from the biological domain, have been used for experimental results and analysis. That revealed a compression ratio between 1.18 to 1.53.

Paper Citation

in Harvard Style

Usmani A. and Wiese L. (2022). Modelling of Efficient Graph-aware Data Storage using DNA. In Proceedings of the 11th International Conference on Data Science, Technology and Applications - Volume 1: DATA, ISBN 978-989-758-583-8, pages 180-189. DOI: 10.5220/0011355400003269

in Bibtex Style

@conference{data22,
author={Asad Usmani and Lena Wiese},
title={Modelling of Efficient Graph-aware Data Storage using DNA},
booktitle={Proceedings of the 11th International Conference on Data Science, Technology and Applications - Volume 1: DATA,},
year={2022},
pages={180-189},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0011355400003269},
isbn={978-989-758-583-8},
}

in EndNote Style

TY - CONF

JO - Proceedings of the 11th International Conference on Data Science, Technology and Applications - Volume 1: DATA,
TI - Modelling of Efficient Graph-aware Data Storage using DNA
SN - 978-989-758-583-8
AU - Usmani A.
AU - Wiese L.
PY - 2022
SP - 180
EP - 189
DO - 10.5220/0011355400003269