Graphics processing units in bioinformatics, computational biology and systems biology
Abstract Several studies in Bioinformatics, Computational Biology and Systems Biology rely
on the definition of physico-chemical or mathematical models of biological systems at …
on the definition of physico-chemical or mathematical models of biological systems at …
[HTML][HTML] Computing platforms for big biological data analytics: perspectives and challenges
The last decade has witnessed an explosion in the amount of available biological sequence
data, due to the rapid progress of high-throughput sequencing projects. However, the …
data, due to the rapid progress of high-throughput sequencing projects. However, the …
NCBI BLASTP on high-performance reconfigurable computing systems
A Mahram, MC Herbordt - ACM Transactions on Reconfigurable …, 2015 - dl.acm.org
The BLAST sequence alignment program is a central application in bioinformatics. The de
facto standard version, NCBI BLAST, uses complex heuristics that make it challenging to …
facto standard version, NCBI BLAST, uses complex heuristics that make it challenging to …
A review of hardware acceleration for computational genomics
Hardware accelerators are becoming increasingly commonplace in delivering high
performance computing solutions at a fraction of the cost of conventional supercomputers …
performance computing solutions at a fraction of the cost of conventional supercomputers …
CUDA ClustalW: An efficient parallel algorithm for progressive multiple sequence alignment on Multi-GPUs
For biological applications, sequence alignment is an important strategy to analyze DNA
and protein sequences. Multiple sequence alignment is an essential methodology to study …
and protein sequences. Multiple sequence alignment is an essential methodology to study …
On improving the performance of multi-threaded CUDA applications with concurrent kernel execution by kernel reordering
F Wende, F Cordes, T Steinke - 2012 Symposium on …, 2012 - ieeexplore.ieee.org
General-purpose graphics processing units (GPUs) have been found to be viable solutions
for large-scale numerical computations with an inherent potential for massive parallelism. In …
for large-scale numerical computations with an inherent potential for massive parallelism. In …
Parallel implementation of MAFFT on CUDA-enabled graphics hardware
Multiple sequence alignment (MSA) constitutes an extremely powerful tool for many
biological applications including phylogenetic tree estimation, secondary structure …
biological applications including phylogenetic tree estimation, secondary structure …
SAR target CFAR detection via GPU parallel operation
Z Cui, H Quan, Z Cao, S Xu, C Ding… - IEEE journal of selected …, 2018 - ieeexplore.ieee.org
The constant false alarm rate with convolution and pooling (CP-CFAR) method, which can
improve the detection efficiency via GPU parallel acceleration in the airborne synthetic …
improve the detection efficiency via GPU parallel acceleration in the airborne synthetic …
CLUS_GPU-BLASTP: Accelerated protein sequence alignment using GPU-enabled cluster
Abstract Basic Local Alignment Search Tool (BLAST) is one of the most frequently used
algorithms for bioinformatics applications. In this paper, an accelerated implementation of …
algorithms for bioinformatics applications. In this paper, an accelerated implementation of …
[HTML][HTML] From GPUs to AI and quantum: three waves of acceleration in bioinformatics
B Schmidt, A Hildebrandt - Drug Discovery Today, 2024 - Elsevier
The enormous growth in the amount of data generated by the life sciences is continuously
shifting the field from model-driven science towards data-driven science. The need for …
shifting the field from model-driven science towards data-driven science. The need for …