Pedram Alizadeh

My main research area is high-performance communication for HPC and AI/ML/DL. Currently, I work as a Sr. software development engineer in AMD's ROCm Collective Communication Library (RCCL).

• Computer System Architecture- ELEC470, Queen's University, Kingston, ON, Canada, Adjunct Lecturer, Winter 2022
• Digital Systems Engineering - ELEC374, Queen's University, Kingston, ON, Canada, Teaching Assistant, Winter 2019, Winter 2020

• Yiltan H. Temucin, AmirHossein Sojoodi, Pedram Alizadeh, and Ahmad Afsahi. "Efficient Multi-Path NVLink/PCIe-Aware UCX based Collective Communication for Deep Learning." In 2021 IEEE Symposium on High-Performance Interconnects (HOTI), pp. 25-34. IEEE, 2021.
• Yiltan H. Temucin, AmirHossein Sojoodi, Pedram Alizadeh, Benjamin W. Kitor, and Ahmad Afsahi, "Accelerating Deep Learning using Interconnect-Aware UCX Communication for MPI Collectives", IEEE Micro, 42(2):68-76, Mar-Apr 1, 2022.
• Pedram Alizadeh, AmirHossein Sojoodi, Yiltan H. Temucin, and Ahmad Afsahi, "Efficient Process Arrival Pattern Aware Collective Communication for Deep Learning", 29th EuroMPI /USA Conference, University of Tennessee, Chattanooga, USA, Sept. 26-28, 2022.

Name: Pedram Surname: Mohammad Alizadeh Bakhtevari

Date of Birth: 04/18/94

• Recipient of the Vector Scholarship in Artificial Intelligence
• Recipient of the VP spotlight award for MI-300 project at AMD