On the Reliability of Information Retrieval from MDS Coded Data in DNA Storage

This work presents a theoretical analysis of the probability of successfully retrieving data encoded with MDS codes (e.g., Reed-Solomon codes) in DNA storage systems. We study this probability under independent and identically distributed (i.i.d.) substitution errors, focusing on a common code design strategy that combines inner and outer MDS codes. Our analysis demonstrates how this probability depends on factors such as the total number of sequencing reads, their distribution across strands, the rates of the inner and outer codes, and the substitution error probabilities. These results provide actionable insights into optimizing DNA storage systems under reliability constraints, including determining the minimum number of sequencing reads needed for reliable data retrieval and identifying the optimal balance between the rates of inner and outer MDS codes.

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Publication Details

Published
2025-06-22
DOI
https://doi.org/10.1109/isit63088.2025.11195362
Citations
1
Primary Topic
DNA and Biological Computing
Type
article
Field-Weighted Citation Impact
0.81
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article

On the Reliability of Information Retrieval from MDS Coded Data in DNA Storage

Serge Kas Hanna
1 citations
DNA and Biological Computing
0.81
article

On the Reliability of Information Retrieval from MDS Coded Data in DNA Storage

Serge Kas Hanna
article en
1 citations

Abstract

This work presents a theoretical analysis of the probability of successfully retrieving data encoded with MDS codes (e.g., Reed-Solomon codes) in DNA storage systems. We study this probability under independent and identically distributed (i.i.d.) substitution errors, focusing on a common code design strategy that combines inner and outer MDS codes. Our analysis demonstrates how this probability depends on factors such as the total number of sequencing reads, their distribution across strands, the rates of the inner and outer codes, and the substitution error probabilities. These results provide actionable insights into optimizing DNA storage systems under reliability constraints, including determining the minimum number of sequencing reads needed for reliable data retrieval and identifying the optimal balance between the rates of inner and outer MDS codes.

Centre National de la Recherche Scientifique (FR), Xerox (France) (FR)
Openalex Percentile: Top 22%
DNA and Biological Computing
0.81
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