Biohd: an efficient genome sequence search platform using hyperdimensional memorization

Z Zou, H Chen, P Poduval, Y Kim, M Imani… - Proceedings of the 49th …, 2022 - dl.acm.org
In this paper, we propose BioHD, a novel genomic sequence searching platform based on
Hyper-Dimensional Computing (HDC) for hardware-friendly computation. BioHD transforms …

[HTML][HTML] SWIFOLD: Smith-Waterman implementation on FPGA with OpenCL for long DNA sequences

E Rucci, C Garcia, G Botella, A De Giusti, M Naiouf… - BMC systems …, 2018 - Springer
Abstract Background The Smith-Waterman (SW) algorithm is the best choice for searching
similar regions between two DNA or protein sequences. However, it may become …

Finder: Accelerating fm-index-based exact pattern matching in genomic sequences through reram technology

F Zokaee, M Zhang, L Jiang - 2019 28th International …, 2019 - ieeexplore.ieee.org
Genomics is the critical key to enabling precision medicine, ensuring global food security
and enforcing wildlife conservation. The massive genomic data produced by various …

Fpga hpc using opencl: Case study in 3d fft

A Sanaullah, MC Herbordt - … of the 9th International Symposium on …, 2018 - dl.acm.org
FPGAs have typically achieved high speedups for 3D Fast Fourier Transforms (FFTs) due to
the presence of hard floating point units, low latency specialized pipelines, and support for …

Exma: A genomics accelerator for exact-matching

L Jiang, F Zokaee - 2021 IEEE International Symposium on …, 2021 - ieeexplore.ieee.org
Genomics is the foundation of precision medicine, global food security and virus
surveillance. Exact-match is one of the most essential operations widely used in almost …

Fpga acceleration of sequence alignment: A survey

S Salamat, T Rosing - arXiv preprint arXiv:2002.02394, 2020 - arxiv.org
Genomics is changing our understanding of humans, evolution, diseases, and medicines to
name but a few. As sequencing technology is developed collecting DNA sequences takes …

Unlocking performance-programmability by penetrating the intel FPGA OpenCL toolflow

A Sanaullah, MC Herbordt - 2018 IEEE High Performance …, 2018 - ieeexplore.ieee.org
Improved support for OpenCL has been an important step towards the mainstream adoption
of FPGAs as compute resources. Current research has shown, however, that …

Parallel fine-grained comparison of long dna sequences in homogeneous and heterogeneous gpu platforms with pruning

M Figueiredo, JP Navarro, EFO Sandes… - … on Parallel and …, 2021 - ieeexplore.ieee.org
The parallelization of Smith-Waterman (SW) sequence comparison tools for long DNA
sequences has been a big challenge over the years, requesting the use of several devices …

Asw: accelerating Smith–Waterman algorithm on coupled CPU–GPU architecture

H Zou, S Tang, C Yu, H Fu, Y Li, W Tang - International Journal of Parallel …, 2019 - Springer
Smith–Waterman algorithm (SW) is a popular dynamic programming algorithm widely used
in bioinformatics for local biological sequence alignment. Due to the O (n^ 2) O (n 2) high …

Implementation of hybrid alignment algorithm for protein database search on the SW26010 many-core processor

H Zhang, Y Fu, LB Feng, Y Zhang, R Hua - IEEE Access, 2019 - ieeexplore.ieee.org
In biological research, biology sequence alignment algorithm aims to find similarities
between sequences. As the size of biological database increases exponentially, the …