Squigglefilter: An accelerator for portable virus detection

T Dunn, H Sadasivan, J Wadden, K Goliya… - MICRO-54: 54th Annual …, 2021 - dl.acm.org
The MinION is a recent-to-market handheld nanopore sequencer. It can be used to
determine the whole genome of a target virus in a biological sample. Its Read Until feature …

Quantitative analysis of high‐throughput biological data

HF Juan, HC Huang - Wiley Interdisciplinary Reviews …, 2023 - Wiley Online Library
The study of multiple “omes,” such as the genome, transcriptome, proteome, and
metabolome has become widespread in biomedical research. High‐throughput techniques …

GenDP: A Framework of Dynamic Programming Acceleration for Genome Sequencing Analysis

Y Gu, A Subramaniyan, T Dunn, A Khadem… - Proceedings of the 50th …, 2023 - dl.acm.org
Genomics is playing an important role in transforming healthcare. Genetic data, however, is
being produced at a rate that far outpaces Moore's Law. Many efforts have been made to …

Going from molecules to genomic variations to scientific discovery: Intelligent algorithms and architectures for intelligent genome analysis

M Alser, J Lindegger, C Firtina, N Almadhoun… - arXiv preprint arXiv …, 2022 - arxiv.org
We now need more than ever to make genome analysis more intelligent. We need to read,
analyze, and interpret our genomes not only quickly, but also accurately and efficiently …

Abakus: Accelerating k-mer Counting with Storage Technology

L Wu, M Zhou, W Xu, A Venkat, T Rosing… - ACM Transactions on …, 2024 - dl.acm.org
This work seeks to leverage Processing-with-storage-technology (PWST) to accelerate a key
bioinformatics kernel called k-mer counting, which involves processing large files of …

TALCO: Tiling Genome Sequence Alignment Using Convergence of Traceback Pointers

S Walia, C Ye, A Bera, D Lodhavia… - … Symposium on High …, 2024 - ieeexplore.ieee.org
Pairwise sequence alignment is one of the most fundamental and computationally intensive
steps in genome analysis. With the improving costs and throughput of third-generation …

Search for optimal systolic arrays: A comprehensive automated exploration framework and lessons learned

J Wang, J Cong - arXiv preprint arXiv:2111.14252, 2021 - arxiv.org
Systolic arrays have been widely used for accelerating HPC and deep learning applications.
There is a plethora of previous works on the performance tuning of systolic arrays, but …

[图书][B] Generalizing Programmable Accelerators for Irregularity

V Dadu - 2022 - search.proquest.com
Specialized accelerators are increasingly attractive solutions to continue expected
generational performance scaling with slowing technology scaling. Existing programmable …