NDN-TR70 – Utilizing NDN-DPDK for Kubernetes Genomics Data Lake

10/19/2022
by   Sankalpa Timilsina, et al.
0

As the growth of genomics samples rapidly expands due to increased access to high resolution DNA sequencing technology, the need for a scalable platform to aggregate dispersed datasets enable easy access to the vast wealth of DNA sequences available is paramount. In this work, we introduce and demonstrate a novel way to use Named Data Networking (NDN) in conjunction with a Kubernetes cluster to design a flexible and scalable genomics Data Lake in the cloud. In addition, the use of the NDN Data Plane Development Kit (DPDK) provides an efficient and accessible distribution of the datasets to researchers anywhere. This report will explain the need to deploy a Data Lake for genomics data, what is necessary to deploy successfully, and detailed instructions to replicate the proposed design. Finally, this technical report outlines future enhancement options for further improvements.

READ FULL TEXT
research
11/17/2017

Applications and Challenges of Real-time Mobile DNA Analysis

The DNA sequencing is the process of identifying the exact order of nucl...
research
01/07/2018

Multi-platform Version of StarCraft: Brood War in a Docker Container: Technical Report

We present a dockerized version of a real-time strategy game StarCraft: ...
research
12/31/2019

DNA Linear Block Codes: Generation, Error-detection and Error-correction of DNA Codeword

In modern age, the increasing complexity of computation and communicatio...
research
05/07/2020

Coding for Optimized Writing Rate in DNA Storage

A method for encoding information in DNA sequences is described. The met...
research
02/19/2021

Efficient approximation of DNA hybridisation using deep learning

Deoxyribonucleic acid (DNA) has shown great promise in enabling computat...
research
06/06/2023

Can large language models democratize access to dual-use biotechnology?

Large language models (LLMs) such as those embedded in 'chatbots' are ac...

Please sign up or login with your details

Forgot password? Click here to reset