DNN is not all you need: Parallelizing non-neural ML algorithms on ultra-low-power IoT processors

E Tabanelli, G Tagliavini, L Benini - ACM Transactions on Embedded …, 2023 - dl.acm.org
Machine Learning (ML) functions are becoming ubiquitous in latency-and privacy-sensitive
IoT applications, prompting a shift toward near-sensor processing at the extreme edge and …

Fepac: A framework for evaluating parallel algorithms on cluster architectures

M Warade, JG Schneider, K Lee - Proceedings of the 2021 Australasian …, 2021 - dl.acm.org
For many years, computer scientists have explored the computing power of so-called
computing clusters to address performance requirements of computationally intensive tasks …

[PDF][PDF] Processing MRI brain image using OpenMP and fast filters for noise reduction

L Cadena, D Castillo, A Zotin, P Diaz… - Proceedings of the …, 2019 - academia.edu
The medical diagnosis of most pathologists requires the analysis of the image studies.
Therefore, it is important to get the best quality of the images without noise and highlight the …

Acceleration of object tracking in high‐speed videogrammetry using a parallel OpenMP and SIMD strategy

X Tong, S Zheng, S Gao, S Liu, P Chen… - The …, 2019 - Wiley Online Library
High‐speed cameras are able to effectively and efficiently obtain the location of moving
objects over time in many practical applications. In order to meet the requirement for fast …

[PDF][PDF] Evaluation of noise reduction filters in medical image processing using openmp

L Cadena, D Castillo, A Zotin, F Cadena… - … International Journal of …, 2019 - iaeng.org
Most of the medical diagnostic requires studies of medical images for to give an accurate
treatment. Therefore is important the improvement of the medical images in terms of noise …

[PDF][PDF] Framework for evaluation of parallel algorithms on clusters

M WARADE - 2020 - mehulwarade.com
For several decades, clusters have been used in high performance computing to achieve
exceptional performance. Single Board Computer (SBC) clusters were developed as an …

[引用][C] Optimization of Support Vector Machine on Multi-core processor with OpenMP

S Patel, B Gohil, MB Potdar