Motivation: Discovering variation among high-throughput sequenced genomes relies on efficient and effective mapping of sequence reads. The speed, sensitivity and accuracy of …
With the introduction of next-generation sequencing (NGS) technologies, we are facing an exponential increase in the amount of genomic sequence data. The success of all medical …
The recent introduction of new DNA sequencing techniques caused the amount of processed and stored biological data to skyrocket. In order to process these vast amounts of …
Genome analysis is becoming more important in the fields of forensic science, medicine, and history. Sequencing technologies such as High Throughput Sequencing (HTS) and …
TJ Ham, D Bruns-Smith, B Sweeney… - 2020 ACM/IEEE 47th …, 2020 - ieeexplore.ieee.org
In this paper, we describe our vision to accelerate algorithms in the domain of genomic data analysis by proposing a framework called Genesis (genome analysis) that contains an …
Sequence alignment is a fundamental operation in genomic analysis where DNA fragments called reads are mapped to a long reference DNA sequence. There exist a number of (in) …
D Fujiki, S Wu, N Ozog, K Goliya… - 2020 53rd Annual …, 2020 - ieeexplore.ieee.org
Innovations in genome sequencing techniques are enabling remarkably fast and low cost production of raw genome data. As Moore's law tapers off, bottlenecks in genome …
We present our work on hardware accelerated genomics pipelines, using either FPGAs or GPUs to accelerate execution of BWA-MEM, a widely-used algorithm for genomic short read …
Background As the next-generation sequencing (NGS) technologies producing hundreds of millions of reads every day, a tremendous computational challenge is to map NGS reads to …