[HTML][HTML] Computing platforms for big biological data analytics: perspectives and challenges

Z Yin, H Lan, G Tan, M Lu, AV Vasilakos… - Computational and …, 2017 - Elsevier
The last decade has witnessed an explosion in the amount of available biological sequence
data, due to the rapid progress of high-throughput sequencing projects. However, the …

Compacting de Bruijn graphs from sequencing data quickly and in low memory

R Chikhi, A Limasset, P Medvedev - Bioinformatics, 2016 - academic.oup.com
Motivation: As the quantity of data per sequencing experiment increases, the challenges of
fragment assembly are becoming increasingly computational. The de Bruijn graph is a …

Reptile: representative tiling for short read error correction

X Yang, KS Dorman, S Aluru - bioinformatics, 2010 - academic.oup.com
Motivation: Error correction is critical to the success of next-generation sequencing
applications, such as resequencing and de novo genome sequencing. It is especially …

Parallel de bruijn graph construction and traversal for de novo genome assembly

E Georganas, A Buluç, J Chapman… - SC'14: Proceedings …, 2014 - ieeexplore.ieee.org
De novo whole genome assembly reconstructs genomic sequence from short, overlap**,
and potentially erroneous fragments called reads. We study optimized parallelization of the …

HipMer: an extreme-scale de novo genome assembler

E Georganas, A Buluç, J Chapman, S Hofmeyr… - Proceedings of the …, 2015 - dl.acm.org
De novo whole genome assembly reconstructs genomic sequences from short, overlap**,
and potentially erroneous DNA segments and is one of the most important computations in …

Parallelized short read assembly of large genomes using de Bruijn graphs

Y Liu, B Schmidt, DL Maskell - BMC bioinformatics, 2011 - Springer
Background Next-generation sequencing technologies have given rise to the explosive
increase in DNA sequencing throughput, and have promoted the recent development of de …

[KNJIGA][B] Combinatorial scientific computing

U Naumann, O Schenk - 2012 - api.taylorfrancis.com
Combinatorial techniques have become essential tools across the landscape of
computational science, and some of the combinatorial ideas undergirding these tools are …

Extreme scale de novo metagenome assembly

E Georganas, R Egan, S Hofmeyr… - … Conference for High …, 2018 - ieeexplore.ieee.org
Metagenome assembly is the process of transforming a set of short, overlap**, and
potentially erroneous DNA segments from environmental samples into the accurate …

Detecting superbubbles in assembly graphs

T Onodera, K Sadakane, T Shibuya - International workshop on …, 2013 - Springer
We introduce a new concept of a subgraph class called a superbubble for analyzing
assembly graphs, and propose an efficient algorithm for detecting it. Most assembly …

[KNJIGA][B] Exascale scientific applications: Scalability and performance portability

TP Straatsma, KB Antypas, TJ Williams - 2017 - books.google.com
From the Foreword:" The authors of the chapters in this book are the pioneers who will
explore the exascale frontier. The path forward will not be easy... These authors, along with …