FPGA HLS today: successes, challenges, and opportunities
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 …
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
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 …
analyze, and interpret our genomes not only quickly, but also accurately and efficiently …
Biohd: an efficient genome sequence search platform using hyperdimensional memorization
In this paper, we propose BioHD, a novel genomic sequence searching platform based on
Hyper-Dimensional Computing (HDC) for hardware-friendly computation. BioHD transforms …
Hyper-Dimensional Computing (HDC) for hardware-friendly computation. BioHD transforms …
GenStore: A high-performance in-storage processing system for genome sequence analysis
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 …
potential matches and differences between fragments (called reads) of a sequenced …
Efficient map** of accurate long reads in minimizer space with mapquik
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 …
sequencing error rates. We focus on the critical problem of map**, or aligning, low …
Accelerating minimap2 for long-read sequencing applications on modern CPUs
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 …
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
Long read sequencing technology is becoming increasingly popular for Precision Medicine
applications like Whole Genome Sequencing (WGS) and microbial abundance estimation …
applications like Whole Genome Sequencing (WGS) and microbial abundance estimation …
Efficient real-time selective genome sequencing on resource-constrained devices
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 …
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
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 …
advantages, there remains a significant gap in the achievable clock frequency between an …
OverGen: Improving FPGA usability through domain-specific overlay generation
FPGAs have been proven to be powerful computational accelerators across many types of
workloads. The mainstream programming approach is high level synthesis (HLS), which …
workloads. The mainstream programming approach is high level synthesis (HLS), which …