8 citations · 19 across the 8 of their papers we have counts for
7 papers · 1 filter
Efficient Strategies for Graph Pattern Mining Algorithms on GPUs
Samuel Ferraz, Vinicius Dias, Carlos H. C. Teixeira +2
Graph Pattern Mining (GPM) is an important, rapidly evolving, and computation demanding area. GPM computation relies on subgraph enumeration, which consists in extracting subgraphs…
Run-time Parameter Sensitivity Analysis Optimizations
Eduardo Scartezini, Willian Barreiros, Tahsin Kurc +4
Efficient execution of parameter sensitivity analysis (SA) is critical to allow for its routinely use. The pathology image processing application investigated in this work processe…
Accelerating Sensitivity Analysis in Microscopy Image Segmentation Workflows
Willian de Oliveira Barreiros Junior, George Teodoro
With the increasingly availability of digital microscopy imagery equipments there is a demand for efficient execution of whole slide tissue image applications. Through the process…
Tuning for Tissue Image Segmentation Workflows for Accuracy and Performance
Luis F. R. Taveira, Tahsin Kurc, Alba C. M. A. Melo +4
We propose a software platform that integrates methods and tools for multi-objective parameter auto- tuning in tissue image segmentation workflows. The goal of our work is to provi…
Efficient Execution of Irregular Wavefront Propagation Pattern on Many Integrated Core Architecture
Jeremias Gomes, George Teodoro
The efficient execution of image processing algorithms is an active area of Bioinformatics. In image processing, one of the classes of algorithms or computing pattern that works wi…
Performance Analysis and Efficient Execution on Systems with multi-core CPUs, GPUs and MICs
George Teodoro, Tahsin Kurc, Guilherme Andrade +3
We carry out a comparative performance study of multi-core CPUs, GPUs and Intel Xeon Phi (Many Integrated Core - MIC) with a microscopy image analysis application. We experimentall…