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 …

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 …

Darwin: A genomics co-processor provides up to 15,000 x acceleration on long read assembly

Y Turakhia, G Bejerano, WJ Dally - ACM SIGPLAN Notices, 2018 - dl.acm.org
Genomics is transforming medicine and our understanding of life in fundamental ways.
Genomics data, however, is far outpacing Moore» s Law. Third-generation sequencing …

A quantitative analysis on microarchitectures of modern CPU-FPGA platforms

Y Choi, J Cong, Z Fang, Y Hao, G Reinman… - Proceedings of the 53rd …, 2016 - dl.acm.org
CPU-FPGA heterogeneous acceleration platforms have shown great potential for continued
performance and energy efficiency improvement for modern data centers, and have …

Towards general purpose acceleration by exploiting common data-dependence forms

V Dadu, J Weng, S Liu, T Nowatzki - … of the 52nd Annual IEEE/ACM …, 2019 - dl.acm.org
With slowing technology scaling, specialized accelerators are increasingly attractive
solutions to continue expected generational scaling of performance. However, in order to …

GenAx: A genome sequencing accelerator

D Fujiki, A Subramaniyan, T Zhang… - 2018 ACM/IEEE 45th …, 2018 - ieeexplore.ieee.org
Genomics can transform health-care through precision medicine. Plummeting sequencing
costs would soon make genome testing affordable to the masses. Compute efficiency …

Hardware acceleration of long read pairwise overlap** in genome sequencing: A race between fpga and gpu

L Guo, J Lau, Z Ruan, P Wei… - 2019 IEEE 27th Annual …, 2019 - ieeexplore.ieee.org
In genome sequencing, it is a crucial but time-consuming task to detect potential overlaps
between any pair of the input reads, especially those that are ultra-long. The state-of-the-art …

SeedEx: A genome sequencing accelerator for optimal alignments in subminimal space

D Fujiki, S Wu, N Ozog, K Goliya… - 2020 53rd Annual …, 2020 - ieeexplore.ieee.org
Innovations in genome sequencing techniques are enabling remarkably fast and low cost
production of raw genome data. As Moore's law tapers off, bottlenecks in genome …

Programming and runtime support to blaze FPGA accelerator deployment at datacenter scale

M Huang, D Wu, CH Yu, Z Fang, M Interlandi… - Proceedings of the …, 2016 - dl.acm.org
With the end of CPU core scaling due to dark silicon limitations, customized accelerators on
FPGAs have gained increased attention in modern datacenters due to their lower power …

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… - ar** is a fundamental, yet computationally-expensive step in many genomics
applications. It is used to identify potential matches and differences between fragments …