RISC-V for Genome Data Analysis: Opportunities and Challenges

L López-Villellas, E Pineda-Sánchez… - … 38th Conference on …, 2023 - ieeexplore.ieee.org
The RISC-V ISA has gained significant momentum in High-Performance Computing (HPC)
research and market due to its open-source nature, fostering collaborative research and …

[HTML][HTML] GenArchBench: A genomics benchmark suite for arm HPC processors

L López-Villellas, R Langarita-Benítez… - Future Generation …, 2024 - Elsevier
Arm usage has substantially grown in the High-Performance Computing (HPC) community.
Japanese supercomputer Fugaku, powered by Arm-based A64FX processors, held the top …

GenArchBench: Porting and Optimizing a Genomics Benchmark Suite to Arm-based HPC Processors

L López Villellas - 2023 - upcommons.upc.edu
Arm usage has substantially grown in the High-Performance Computing (HPC) community.
Japanese supercomputer Fugaku, powered by Arm-based A64FX processors, held the top …

Challenges and Opportunities for RISC-V Architectures Towards Genomics-Based Workloads

G Gómez-Sánchez, A Call, X Teruel, L Alonso… - … Conference on High …, 2023 - Springer
The use of large-scale supercomputing architectures is a hard requirement for scientific
computing Big-Data applications. An example is genomics analytics, where millions of data …

Salsa: A domain specific architecture for sequence alignment

L Di Tucci, R Baghdadi, S Amarasinghe… - 2020 IEEE …, 2020 - ieeexplore.ieee.org
The explosion of genomic data is fostering research in fields such as personalized medicine
and agritech, raising the necessity of providing more performant, power-efficient and easy-to …

Accelerating Chaining in Genomic Analysis Using RISC-V Custom Instructions

K Liyanage, H Gamaarachchi, H Saadat… - … , Automation & Test …, 2024 - ieeexplore.ieee.org
This paper presents a method for designing custom instructions tailored to RISC-V
processors, focusing on optimizing the chaining step of Minimap2 (a software tool used to …

Big omics data experience

P Kovatch, A Costa, Z Giles, E Fluder, HM Cho… - Proceedings of the …, 2015 - dl.acm.org
As personalized medicine becomes more integrated into healthcare, the rate at which
human genomes are being sequenced is rising quickly together with a concomitant …

Genesis: A hardware acceleration framework for genomic data analysis

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 …

Genomicsbench: A benchmark suite for genomics

A Subramaniyan, Y Gu, T Dunn, S Paul… - … Analysis of Systems …, 2021 - ieeexplore.ieee.org
Over the last decade, advances in high-throughput sequencing and the availability of
portable sequencers have enabled fast and cheap access to genetic data. For a given …

Sarvavid: a domain specific language for developing scalable computational genomics applications

K Mahadik, C Wright, J Zhang, M Kulkarni… - Proceedings of the …, 2016 - dl.acm.org
Breakthroughs in gene sequencing technologies have led to an exponential increase in the
amount of genomic data. Efficient tools to rapidly process such large quantities of data are …