Demystifying the Performance of Data Transfers in High-Performance Research Networks

no code implementations • 20 Aug 2023 • Ehsan Saeedizade, Bing Zhang, Engin Arslan

High-speed research networks are built to meet the ever-increasing needs of data-intensive distributed workflows.

I/O Burst Prediction for HPC Clusters using Darshan Logs

no code implementations • 20 Aug 2023 • Ehsan Saeedizade, Roya Taheri, Engin Arslan

We then train machine learning models to estimate the occurrence of system-level I/O bursts 5 - 120 minutes ahead.

Scheduling

Real-Time Facial Expression Recognition using Facial Landmarks and Neural Networks

no code implementations • 31 Jan 2022 • Mohammad Amin Haghpanah, Ehsan Saeedizade, Mehdi Tale Masouleh, Ahmad Kalhor

Then, the human face is split into upper and lower faces, which enables the extraction of the desired features from each part.

Facial Expression Recognition Facial Expression Recognition (FER) +1