Arash Amini Bardpareh

Ph.D. candidate in Ingegneria Informatica E Dei Sistemi , 40th cycle (2024-2027)
Department of Control and Computer Engineering (DAUIN)

Profile

PhD

Research topic

Heterogeneous Computing Design Techniques for HPC

Tutors

Research interests

Computer architectures and Computer aided design
Computer graphics and Multimedia

Biography

Heterogeneous High-Performance Computing (HPC) is increasingly adopted in fields requiring immense computational power and efficiency, such as climate modeling, genomics, telecommunication, and artificial intelligence. By integrating diverse processors like CPUs, GPUs, FPGAs, and ASICs, heterogeneous HPC systems can optimize specific tasks, significantly accelerating data processing and complex simulations. This PhD proposal explores strategies for optimizing these systems to maximize performance and efficiency across diverse workloads. The primary benefits include enhanced performance, energy efficiency, and the ability to handle a variety of computational workloads simultaneously.

Research

Research groups

Publications

Latest publications View all publications in Porto@Iris