GenStore: A High-Performance and Energy-Efficient In-Storage Computing System for Genome Sequence Analysis

NM Ghiasi, J Park, H Mustafa, J Kim, A Olgun… - arXiv preprint arXiv …, 2022 - arxiv.org
Read mapping is a fundamental, yet computationally-expensive step in many genomics
applications. It is used to identify potential matches and differences between fragments …

GenStore: A high-performance in-storage processing system for genome sequence analysis

N Mansouri Ghiasi, J Park, H Mustafa, J Kim… - Proceedings of the 27th …, 2022 - dl.acm.org
Read mapping is a fundamental step in many genomics applications. It is used to identify
potential matches and differences between fragments (called reads) of a sequenced …

Accelerating genome analysis: A primer on an ongoing journey

M Alser, Z Bingöl, DS Cali, J Kim, S Ghose… - IEEE Micro, 2020 - ieeexplore.ieee.org
Genome analysis fundamentally starts with a process known as read mapping, where
sequenced fragments of an organism's genome are compared against a reference genome …

Accelerated seeding for genome sequence alignment with enumerated radix trees

A Subramaniyan, J Wadden, K Goliya… - 2021 ACM/IEEE 48th …, 2021 - ieeexplore.ieee.org
Read alignment is a time-consuming step in genome sequencing analysis. The most widely
used software for read alignment, BWA-MEM, and the recently published faster version BWA …

mrsFAST-Ultra: a compact, SNP-aware mapper for high performance sequencing applications

F Hach, I Sarrafi, F Hormozdiari, C Alkan… - Nucleic acids …, 2014 - academic.oup.com
High throughput sequencing (HTS) platforms generate unprecedented amounts of data that
introduce challenges for processing and downstream analysis. While tools that report the …

NextGenMap: fast and accurate read mapping in highly polymorphic genomes

FJ Sedlazeck, P Rescheneder, A Von Haeseler - Bioinformatics, 2013 - academic.oup.com
When choosing a read mapper, one faces the trade off between speed and the ability to map
reads in highly polymorphic regions. Here, we report NextGenMap, a fast and accurate read …

GRIM-Filter: Fast seed location filtering in DNA read mapping using processing-in-memory technologies

JS Kim, D Senol Cali, H Xin, D Lee, S Ghose, M Alser… - BMC genomics, 2018 - Springer
Background Seed location filtering is critical in DNA read mapping, a process where billions
of DNA fragments (reads) sampled from a donor are mapped onto a reference genome to …

Querying large read collections in main memory: a versatile data structure

N Philippe, M Salson, T Lecroq, M Leonard… - BMC …, 2011 - Springer
Abstract Background High Throughput Sequencing (HTS) is now heavily exploited for
genome (re-) sequencing, metagenomics, epigenomics, and transcriptomics and requires …

A survey of software and hardware approaches to performing read alignment in next generation sequencing

A Al Kawam, S Khatri, A Datta - IEEE/ACM transactions on …, 2016 - ieeexplore.ieee.org
Computational genomics is an emerging field that is enabling us to reveal the origins of life
and the genetic basis of diseases such as cancer. Next Generation Sequencing (NGS) …

Arioc: high-throughput read alignment with GPU-accelerated exploration of the seed-and-extend search space

R Wilton, T Budavari, B Langmead, SJ Wheelan… - PeerJ, 2015 - peerj.com
When computing alignments of DNA sequences to a large genome, a key element in
achieving high processing throughput is to prioritize locations in the genome where high …