High performance computing education: Current challenges and future directions

RK Raj, CJ Romanowski, J Impagliazzo… - Proceedings of the …, 2020 - dl.acm.org
High Performance Computing (HPC) is the ability to process data and perform complex
calculations at extremely high speeds. Current HPC platforms can achieve calculations on …

Heterogeneous gradient computing optimization for scalable deep neural networks

S Moreno-Álvarez, ME Paoletti, JA Rico-Gallego… - The Journal of …, 2022 - Springer
Nowadays, data processing applications based on neural networks cope with the growth in
the amount of data to be processed and with the increase in both the depth and complexity …

[PDF][PDF] Security in Cloud and HPC

MH Duah - 2024 - hps.vi4io.org
In the era of digital transformation, High-Performance Computing (HPC) and Cloud
environments have emerged as critical enablers of data-intensive applications and cutting …

Introducing a New Intrusion Detection Method in The SDN Network to Increase Security Using Decision Tree and Neural Network

EZ Abdevand, S Ghanbari, Z Umarova… - Azerbaijan Journal of …, 2019 - 82.194.3.83
Computer networks are difficult to use due to the large number of devices such as router,
switch, hop, and many sophisticated security management protocols, but in networks …

[PDF][PDF] PARALLELIZATION OF MACHINE LEARNING ALGORITHMS FOR PREDICTION PROBLEM USING MULTIPROCESSING TECHNIQUE

E ISMAYILOV, S ALIYEV, E NAGHIZADE… - 9ROXPH, 2022 - researchgate.net
Rapid development of deep neural networks and computational capabilities of the modern
machines provides effectively usage of deep learning methodology for prediction in wide …

Defending Strategies Against Adversarial Attacks in Retrieval Systems

S Suleymanzade - Azerbaijan Journal of High Performance Computing, 2020 - 82.194.3.83
During history, retrieval systems become more complicated in their architecture design and
work principles. The system that gathers text and visual data from the internet must classify …