4 papers
LOGAN: High-Performance GPU-Based X-Drop Long-Read Alignment
Alberto Zeni, Giulia Guidi, Marquita Ellis +6
Pairwise sequence alignment is one of the most computationally intensive kernels in genomic data analysis, accounting for more than 90% of the runtime for key bioinformatics applic…
The Parallelism Motifs of Genomic Data Analysis
Katherine Yelick, Aydin Buluc, Muaaz Awan +11
Genomic data sets are growing dramatically as the cost of sequencing continues to decline and small sequencing devices become available. Enormous community databases store and shar…
Extreme Scale De Novo Metagenome Assembly
Evangelos Georganas, Rob Egan, Steven Hofmeyr +6
Metagenome assembly is the process of transforming a set of short, overlapping, and potentially erroneous DNA segments from environmental samples into the accurate representation o…
Extreme-Scale De Novo Genome Assembly
Evangelos Georganas, Steven Hofmeyr, Rob Egan +4
De novo whole genome assembly reconstructs genomic sequence from short, overlapping, and potentially erroneous DNA segments and is one of the most important computations in modern…