Gene regulatory networks inference using a multi-GPU exhaustive search algorithm

FF Borelli, RY de Camargo, DC Martins… - BMC …, 2013 - Springer
Background Gene regulatory networks (GRN) inference is an important bioinformatics
problem in which the gene interactions need to be deduced from gene expression data …

Parallel mutual information based construction of whole-genome networks on the intel (r) xeon phi (tm) coprocessor

S Misra, K Pamnany, S Aluru - 2014 IEEE 28th International …, 2014 - ieeexplore.ieee.org
Construction of whole-genome networks from large-scale gene expression data is an
important problem in systems biology. While several techniques have been developed, most …

Parallel mutual information based construction of genome-scale networks on the Intel® Xeon Phi™ Coprocessor

S Misra, K Pamnany, S Aluru - IEEE/ACM Transactions on …, 2015 - ieeexplore.ieee.org
Construction of whole-genome networks from large-scale gene expression data is an
important problem in systems biology. While several techniques have been developed, most …

A load distribution algorithm based on profiling for heterogeneous GPU clusters

RY de Camargo - 2012 Third Workshop on Applications for …, 2012 - ieeexplore.ieee.org
Clusters of GPUs are becoming commonly used to execute computationally demanding
applications. Due to the frequent changes in GPU architecture, many clusters contain …

Parallel Computations for Hierarchical Agglomerative Clustering using CUDA

SAA Shalom, M Dash - 2013 - hgpu.org
Graphics Processing Units (GPU) in today's desktops can well be thought of as a high
performance parallel processor. Traditionally, parallel computing is the usage of multiple …

[PDF][PDF] Um Algoritmo Exato em clusters de GPUs para o Hitting Set Aplicadoa Inferência de Redes de Regulaçao Gênica

DC dos Santos-Autor, LC da Silva Rozante-Orientador… - ebooks.pucrs.br
We propose a Hitting Set problem (HSP) algorithm suited for GRN inference applications by
introducing innovations in the data structures and a sorting scheme to allow efficient …

Um Algoritmo Exato em clusters de GPUs para o Hitting Set Aplicado à Inferência de Redes de Regulação Gênica

DC dos Santos, LC da Silva Rozante - … do XXIX Concurso de Teses e …, 2016 - sol.sbc.org.br
Propomos um algoritmo para resolver o problema do Hitting Set (HSP), adequado para
aplicações de inferência de GRNs, introduzindo inovações nas estruturas de dados e um …

Approximate Analysis of the Binary d-Cube Network

DS Holtsinger, EF Gehringer - The Sixth Distributed Memory …, 1991 - computer.org
Clusters of GPUs are becoming commonly used to execute computationally demanding
applications. Due to the frequent changes in GPU architecture, many clusters contain …