Masoud Hemmatpour

I am Masoud Hemmatpour, a computer science researcher/engineer specializing in system research and high-performance computing (HPC) interconnects. My recent work focuses on integrating AI into various hardware platforms, including programmable network devices and tiny devices. I leverage emerging hardware technologies in my research to optimize memory access, enhance performance, and improve energy efficiency.

In Network Computing

Traditional data networks passively transport data from one node to another and the role of computation within such networks is extremely limited. The dis...

PCIe Interconnect

Peripheral Component Interconnect Express (PCIe) is a high-speed interface standard used to connect various hardware components within a computer system whi...

Multi-machine algorithm matrix completion

We are developing an efficient parallel distributed algorithm for matrix completion, based on an existing system called, NOMAD (Non-locking, stOchastic Mult...

RDMA Communication

Remote Direct Memory Access (RDMA) facilitates direct memory access between nodes without CPU involvement, providing low-latency and high-throughput communi...