FPGA HLS today: successes, challenges, and opportunities

J Cong, J Lau, G Liu, S Neuendorffer, P Pan… - ACM Transactions on …, 2022 - dl.acm.org
The year 2011 marked an important transition for FPGA high-level synthesis (HLS), as it
went from prototy** to deployment. A decade later, in this article, we assess the progress …

[HTML][HTML] From molecules to genomic variations: Accelerating genome analysis via intelligent algorithms and architectures

M Alser, J Lindegger, C Firtina, N Almadhoun… - Computational and …, 2022 - Elsevier
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 …

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 …

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 map** is a fundamental step in many genomics applications. It is used to identify
potential matches and differences between fragments (called reads) of a sequenced …

Efficient map** of accurate long reads in minimizer space with mapquik

B Ekim, K Sahlin, P Medvedev, B Berger… - Genome …, 2023 - genome.cshlp.org
DNA sequencing data continue to progress toward longer reads with increasingly lower
sequencing error rates. We focus on the critical problem of map**, or aligning, low …

Accelerating minimap2 for long-read sequencing applications on modern CPUs

S Kalikar, C Jain, M Vasimuddin, S Misra - Nature Computational …, 2022 - nature.com
Long-read sequencing is now routinely used at scale for genomics and transcriptomics
applications. Map** long reads or a draft genome assembly to a reference sequence is …

[HTML][HTML] Accelerating Minimap2 for accurate long read alignment on GPUs

H Sadasivan, M Maric, E Dawson, V Iyer… - … of biotechnology and …, 2023 - ncbi.nlm.nih.gov
Long read sequencing technology is becoming increasingly popular for Precision Medicine
applications like Whole Genome Sequencing (WGS) and microbial abundance estimation …

Efficient real-time selective genome sequencing on resource-constrained devices

PJ Shih, H Saadat, S Parameswaran… - …, 2023 - academic.oup.com
Background Third-generation nanopore sequencers offer selective sequencing or “Read
Until” that allows genomic reads to be analyzed in real time and abandoned halfway if not …

AutoBridge: Coupling coarse-grained floorplanning and pipelining for high-frequency HLS design on multi-die FPGAs

L Guo, Y Chi, J Wang, J Lau, W Qiao, E Ustun… - The 2021 ACM/SIGDA …, 2021 - dl.acm.org
Despite an increasing adoption of high-level synthesis (HLS) for its design productivity
advantages, there remains a significant gap in the achievable clock frequency between an …

OverGen: Improving FPGA usability through domain-specific overlay generation

S Liu, J Weng, D Kupsh… - 2022 55th IEEE/ACM …, 2022 - ieeexplore.ieee.org
FPGAs have been proven to be powerful computational accelerators across many types of
workloads. The mainstream programming approach is high level synthesis (HLS), which …